vaccine mandate, Twitter, 10/20/2021 2:13:29 AM, 264538
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vaccine mandate Twitter NodeXL SNA Map and Report for Wednesday, 20 October 2021 at 00:09 UTC
vaccine mandate Twitter NodeXL SNA Map and Report for Wednesday, 20 October 2021 at 00:09 UTC
View an interactive version of this graph (experimental)
From:
marc_smith
Uploaded on:
October 20, 2021
Short Description:
vaccine mandate via NodeXL https://bit.ly/3pjgLcI
@disclosetv
@electionwiz
@katiedaviscourt
@occupydemocrats
@ap
@briantylercohen
@aaronparnas
@cernovich
@papitrumpo
@govinslee

Top hashtags:
#usa
#breaking
#seattle
#vaccinemandate
#covid19
#washington
#vaccine

Description:
Description
The graph represents a network of 16,414 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, 20 October 2021 at 01:18 UTC.

The tweets in the network were tweeted over the 2-hour, 21-minute period from Tuesday, 19 October 2021 at 21:48 UTC to Wednesday, 20 October 2021 at 00:09 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 : 16414
Unique Edges : 21511
Edges With Duplicates : 943
Total Edges : 22454
Number of Edge Types : 5
Retweet : 16360
MentionsInRetweet : 3102
Tweet : 1514
Mentions : 879
Replies to : 599
Self-Loops : 1545
Reciprocated Vertex Pair Ratio : 0.00121424061392005
Reciprocated Edge Ratio : 0.00242553604346561
Connected Components : 1145
Single-Vertex Connected Components : 622
Maximum Vertices in a Connected Component : 14089
Maximum Edges in a Connected Component : 20048
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.562801
Graph Density : 7.65173415934943E-05
Modularity : 0.797455
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 16,414 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, 20 October 2021 at 01:18 UTC.

The tweets in the network were tweeted over the 2-hour, 21-minute period from Tuesday, 19 October 2021 at 21:48 UTC to Wednesday, 20 October 2021 at 00:09 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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1864] https://www.sfchronicle.com/food/article/In-N-Out-blasts-S-F-over-vaccine-mandate-16546650.php
[382] https://www.cnbc.com/2021/10/19/walmart-donated-to-texas-gov-greg-abbott-as-he-fought-biden-vaccine-mandate.html
[308] https://www.foxnews.com/politics/sen-braun-welcomes-chicago-police-officers-fired-vaccine-mandate-indiana-you-deserve-respect
[220] https://www.cnbc.com/2021/10/19/southwest-vaccine-mandate-unpaid-leave-exemptions.html
[214] https://dailycaller.com/2021/10/19/southwest-airlines-vaccine-mandate-unpaid-leave-covid-19-coronavirus/
[178] https://www.zerohedge.com/political/i-would-convince-people-trump-says-us-wouldnt-need-covid-vaccine-mandate-if-he-was
[136] https://www.cnbc.com/2021/10/19/walmart-donated-to-texas-gov-greg-abbott-as-he-fought-biden-vaccine-mandate.html?__source=sharebar|twitter&par=sharebar
[103] https://www.businessinsider.com/mo-brooks-vaccine-mandate-pfizer-stock-sale-congress-senate-alabama-2021-10
[83] https://www.ctvnews.ca/politics/vaccine-mandate-coming-to-house-of-commons-mps-rule-1.5629447
[79] https://www.seattletimes.com/seattle-news/health/67-troopers-6-sergeants-1-captain-leave-washington-state-patrol-rather-than-comply-with-covid-vaccine-mandate/

Top URLs in Tweet in G1:
[33] https://www.king5.com/article/news/local/seattle-fire-vaccine-mandate-covid/281-47e9b4da-dc4c-46d5-8122-401509e431f8
[9] https://www.lifenews.com/2021/10/19/supreme-court-wont-block-covid-vaccine-mandate-for-christian-health-care-workers/
[7] https://www.zerohedge.com/political/1000s-california-parents-join-statewide-walkout-against-vaccine-mandate-students
[6] https://www.cnbc.com/2021/10/19/southwest-vaccine-mandate-unpaid-leave-exemptions.html
[6] https://www.sfchronicle.com/food/article/In-N-Out-blasts-S-F-over-vaccine-mandate-16546650.php
[6] https://twitter.com/KatieDaviscourt
[5] https://www.thegatewaypundit.com/2021/10/seattle-police-fired-vaccine-mandate-feeding-homeless-poor-video/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[3] https://www.cnbc.com/2021/10/19/southwest-vaccine-mandate-unpaid-leave-exemptions.html?__source=sharebar|twitter&par=sharebar
[3] https://nationalfile.com/video-seattle-firefighters-and-police-fired-over-vaccine-mandate-turn-in-boots-at-city-hall-feed-the-homeless-outside/
[3] https://www.breitbart.com/clips/2021/10/19/orlando-magics-isaac-pushes-back-against-vaccine-mandate-blatant-miscarriage-of-information-by-the-media-has-turned-this-thing-so-sour/

Top URLs in Tweet in G2:
[19] https://twitter.com/NBCNews/status/1450598164382339076
[18] https://www.cnn.com/2021/10/17/us/chicago-police-department-time-off-restriction/index.html
[14] https://www.seattletimes.com/seattle-news/health/67-troopers-6-sergeants-1-captain-leave-washington-state-patrol-rather-than-comply-with-covid-vaccine-mandate/
[8] https://www.cnn.com/2021/10/19/politics/pentagon-civilian-vaccine-mandate-punishments/index.html
[8] https://trib.al/qYSRGWl
[7] https://www.cnbc.com/2021/10/19/southwest-vaccine-mandate-unpaid-leave-exemptions.html?__source=sharebar|twitter&par=sharebar
[6] https://www.kgw.com/article/news/local/washington-state-patrol-covid-vaccine-mandate/283-9f49b8d2-b94d-463c-9967-447062c6b139?utm_campaign=snd-autopilot
[5] https://www.sfchronicle.com/food/article/In-N-Out-blasts-S-F-over-vaccine-mandate-16546650.php
[4] https://www.businessinsider.com/mo-brooks-vaccine-mandate-pfizer-stock-sale-congress-senate-alabama-2021-10
[3] https://www.washingtonpost.com/politics/courts_law/supreme-court-maine-vaccine-mandate/2021/10/19/9d0f3d82-311f-11ec-93e2-dba2c2c11851_story.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=wp_politics

Top URLs in Tweet in G3:
[14] https://www.sfchronicle.com/food/article/In-N-Out-blasts-S-F-over-vaccine-mandate-16546650.php
[12] https://founders.archives.gov/documents/Washington/03-08-02-0268
[9] https://www.reuters.com/article/factcheck-vaccine-mandate-idUSL1N2QX1YI
[6] https://www.cnbc.com/2021/10/19/southwest-vaccine-mandate-unpaid-leave-exemptions.html
[5] https://thepostmillennial.com/house-of-commons-to-adopt-vaccine-mandate-for-mps
[5] https://www.thedenverchannel.com/news/national/coronavirus/southwest-scraps-plan-to-put-unvaccinated-workers-on-unpaid-leave-while-they-await-exemption-rulings
[4] https://citizenfreepress.com/breaking/patriot-soldiers-bravely-defy-vaccine-mandate-in-their-own-words/
[4] https://justthenews.com/politics-policy/coronavirus/conservative-media-star-bongino-threatens-quit-radio-if-cumulus-doesnt
[4] https://www.foxnews.com/media/nbas-jonathan-isaac-calls-out-medias-blatant-miscarriage-of-information-about-vaccine-mandates
[2] https://net-breaking.com/2021/10/19/in-n-out-burger-forced-to-close-due-to-refusing-to-enforce-vaccine-mandate/

Top URLs in Tweet in G4:
[4] https://www.cnbc.com/2021/10/19/walmart-donated-to-texas-gov-greg-abbott-as-he-fought-biden-vaccine-mandate.html?utm_content=Shep&utm_medium=Social&utm_source=Twitter#Echobox=1634660752
[4] https://trib.al/T5019RB
[3] https://www.dailykos.com/stories/2021/10/18/2058816/--We-don-t-need-your-lectures-thanks-mate-Australian-politician-roasts-Ted-Cruz
[3] https://wgntv.com/news/19-chicago-cops-stripped-of-police-powers-for-not-complying-with-vaccine-reporting-mandate/
[3] https://trib.al/o3taOyd
[2] https://ir.shareaholic.com/e?u=https://therightscoop.com/breaking-supreme-court-denies-emergency-appeal-to-stop-maine-vaccine-mandate-but-theres-more/&r=1&a=1&s=7
[2] https://www.cnbc.com/2021/10/19/southwest-vaccine-mandate-unpaid-leave-exemptions.html?utm_content=Shep&utm_medium=Social&utm_source=Twitter#Echobox=1634650518
[2] https://www.dailykos.com/stories/2021/10/18/2058816/--We-don-t-need-your-lectures-thanks-mate-Australian-politician-roasts-Ted-Cruz?detail=emaildkre
[1] https://ir.shareaholic.com/e?u=https://therightscoop.com/we-refuse-to-become-the-vaccination-police-for-any-government-in-n-out-shut-down-by-san-francisco-for-refusing-to-enforce-vaccine-mandate-on-customers/&r=1&a=1&s=7
[1] https://www.sfchronicle.com/food/article/In-N-Out-blasts-S-F-over-vaccine-mandate-16546650.php

Top URLs in Tweet in G5:
[804] https://www.sfchronicle.com/food/article/In-N-Out-blasts-S-F-over-vaccine-mandate-16546650.php
[14] https://www.foxla.com/news/thousands-of-california-parents-take-part-in-statewide-walkouts-protesting-school-vaccine-mandates
[14] https://paine.tv/gofundme-bans-180000-fundraiser-for-nurse-seeking-to-overturn-vaccine-mandate-citing-misinformation/
[9] https://nationalfile.com/video-seattle-firefighters-and-police-fired-over-vaccine-mandate-turn-in-boots-at-city-hall-feed-the-homeless-outside/
[9] https://www.foxnews.com/politics/sen-braun-welcomes-chicago-police-officers-fired-vaccine-mandate-indiana-you-deserve-respect
[9] https://www.foxnews.com/opinion/covid-vaccine-mandate-insult-poor-david-marcus
[7] 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
[7] https://www.washingtontimes.com/news/2021/oct/19/supreme-court-rejects-maine-covid-19-vaccine-manda/
[6] https://www.foxnews.com/politics/san-francisco-shuts-down-in-n-out-for-not-enforcing-jab-mandate-we-refuse-to-become-the-vaccination-police
[6] https://paine.tv/navy-seals-seeking-religious-exemptions-to-vaccine-mandate-facing-intimidation-and-harassment-sources-say/

Top URLs in Tweet in G6:
[20] https://www.businessinsider.com/mo-brooks-vaccine-mandate-pfizer-stock-sale-congress-senate-alabama-2021-10
[4] https://www.dailykos.com/stories/2021/10/18/2058816/--We-don-t-need-your-lectures-thanks-mate-Australian-politician-roasts-Ted-Cruz
[3] https://www.ctvnews.ca/politics/vaccine-mandate-coming-to-house-of-commons-mps-rule-1.5629447
[2] https://www.seattletimes.com/seattle-news/health/67-troopers-6-sergeants-1-captain-leave-washington-state-patrol-rather-than-comply-with-covid-vaccine-mandate/
[2] https://trib.al/sWsgUkq
[2] https://apple.news/AeKxqYxZGToKeE9OFkjGx7Q
[2] https://www.cnbc.com/2021/10/19/southwest-vaccine-mandate-unpaid-leave-exemptions.html
[2] https://www.kevinmd.com/blog/2021/10/does-pro-vaccine-always-have-to-be-pro-mandate.html
[1] https://www.newsmax.com/politics/walmart-gregabbott-vaccine-mandate/2021/10/19/id/1041180/
[1] https://apple.news/AYn72FHtORdaBm9RsjKW3qA

Top URLs in Tweet in G7:
[39] https://www.sfchronicle.com/food/article/In-N-Out-blasts-S-F-over-vaccine-mandate-16546650.php
[26] https://www.foxnews.com/politics/sen-braun-welcomes-chicago-police-officers-fired-vaccine-mandate-indiana-you-deserve-respect
[11] https://thehill.com/regulation/court-battles/577463-supreme-court-wont-block-vaccine-mandate-for-maine-health-care
[9] https://www.cnbc.com/2021/10/19/southwest-vaccine-mandate-unpaid-leave-exemptions.html
[8] https://www.cnbc.com/2021/10/19/southwest-vaccine-mandate-unpaid-leave-exemptions.html?__source=sharebar|twitter&par=sharebar
[8] https://www.ctvnews.ca/politics/vaccine-mandate-coming-to-house-of-commons-mps-rule-1.5629447
[7] https://www.cnbc.com/2021/10/19/walmart-donated-to-texas-gov-greg-abbott-as-he-fought-biden-vaccine-mandate.html
[7] https://www.dailykos.com/stories/2021/10/18/2058816/--We-don-t-need-your-lectures-thanks-mate-Australian-politician-roasts-Ted-Cruz
[7] https://rumble.com/vnykxn-breaking-southwest-airlines-backs-off-vaccine-mandate.html
[6] https://www.news.com.au/world/coronavirus/australia/northern-territory-chief-minister-michael-gunners-family-flees-home-amid-vaccine-mandate-anger/news-story/28967f3ad86c1707ca2f68ae18fa75bf

Top URLs in Tweet in G8:
[39] https://www.sfchronicle.com/food/article/In-N-Out-blasts-S-F-over-vaccine-mandate-16546650.php
[26] https://www.washingtonpost.com/outlook/2021/09/15/natural-immunity-vaccine-mandate/
[15] https://www.rebelnews.com/canadian_mps_subject_to_new_house_of_commons_vaccine_mandate
[8] https://www.rebelnews.com/construction_company_refusing_to_enforce_vaccine_mandate
[2] https://www.youtube.com/watch?v=WTntm3eNXdI

[2] https://www.bizpacreview.com/2021/10/19/california-families-come-out-by-the-thousands-against-gov-newsoms-school-vaccine-mandate-1150800/
[2] https://www.infowars.com/posts/powerful-video-military-members-publicly-defy-bidens-illegal-covid-vaccine-mandate/
[2] https://www.scoontv.com/dan-bongino-threatens-to-quit-cumulus-over-vaccine-mandate/
[1] https://rumble.com/vnyebb-construction-company-refusing-to-enforce-vaccine-mandate.html
[1] https://rumble.com/vny99n-quebec-delays-health-worker-vaccine-mandate-but-protests-continue.html

Top URLs in Tweet in G9:
[342] https://www.cnbc.com/2021/10/19/walmart-donated-to-texas-gov-greg-abbott-as-he-fought-biden-vaccine-mandate.html
[119] https://www.cnbc.com/2021/10/19/walmart-donated-to-texas-gov-greg-abbott-as-he-fought-biden-vaccine-mandate.html?__source=sharebar|twitter&par=sharebar
[57] https://www.businessinsider.com/mo-brooks-vaccine-mandate-pfizer-stock-sale-congress-senate-alabama-2021-10
[10] https://www.sfchronicle.com/food/article/In-N-Out-blasts-S-F-over-vaccine-mandate-16546650.php
[4] http://trib.al/vCyWysw
[3] https://www.msn.com/en-us/news/us/conservative-pundit-dan-bongino-threatens-to-quit-radio-giant-over-vaccination-mandate/ar-AAPFVBl?ocid=uxbndlbing
[3] https://www.cnbc.com/2021/10/19/walmart-donated-to-texas-gov-greg-abbott-as-he-fought-biden-vaccine-mandate.html?__source=iosappshare%7Ccom.apple.UIKit.activity.PostToTwitter
[2] https://trib.al/sWsgUkq
[2] https://www.newsy.com/119781/
[2] https://trib.al/TpwEUvx

Top URLs in Tweet in G10:
[183] https://www.foxnews.com/politics/sen-braun-welcomes-chicago-police-officers-fired-vaccine-mandate-indiana-you-deserve-respect
[42] https://www.newsmax.com/politics/walmart-gregabbott-vaccine-mandate/2021/10/19/id/1041180/
[35] https://www.sfchronicle.com/food/article/In-N-Out-blasts-S-F-over-vaccine-mandate-16546650.php
[28] https://twitter.com/fdrlst/status/1450488057266900996
[27] https://www.newsmax.com/newsfront/mandate/2021/10/19/id/1041177/
[26] https://www.cnbc.com/2021/10/19/southwest-vaccine-mandate-unpaid-leave-exemptions.html
[23] https://www.newsmax.com/platinum/covid-vaccines-mandate-democrats/2021/10/18/id/1040886/
[23] https://dailycaller.com/2021/10/19/scotus-vaccine-mandate-breyer-maine/
[16] https://rumble.com/vnykxn-breaking-southwest-airlines-backs-off-vaccine-mandate.html
[15] https://www.sandiegouniontribune.com/news/education/story/2021-10-18/some-san-diego-families-skip-school-to-protest-covid-vaccine-mandate

Top Domains
Top Domains in Tweet in Entire Graph:
[1888] sfchronicle.com
[825] cnbc.com
[383] foxnews.com
[301] trib.al
[264] twitter.com
[247] dailycaller.com
[203] zerohedge.com
[140] newsmax.com
[119] businessinsider.com
[117] washingtonpost.com

Top Domains in Tweet in G1:
[33] king5.com
[12] cnbc.com
[9] lifenews.com
[8] twitter.com
[8] thegatewaypundit.com
[7] zerohedge.com
[6] sfchronicle.com
[5] thehill.com
[3] nationalfile.com
[3] breitbart.com

Top Domains in Tweet in G2:
[26] cnn.com
[21] twitter.com
[14] seattletimes.com
[10] cnbc.com
[9] trib.al
[7] kgw.com
[5] sfchronicle.com
[4] businessinsider.com
[4] reuters.com
[3] washingtonpost.com

Top Domains in Tweet in G3:
[14] sfchronicle.com
[12] archives.gov
[9] reuters.com
[7] citizenfreepress.com
[6] cnbc.com
[5] thepostmillennial.com
[5] foxnews.com
[5] thedenverchannel.com
[4] theepochtimes.com
[4] justthenews.com

Top Domains in Tweet in G4:
[7] trib.al
[6] cnbc.com
[5] dailykos.com
[3] shareaholic.com
[3] wgntv.com
[1] sfchronicle.com
[1] twitter.com
[1] wa.gov

Top Domains in Tweet in G5:
[804] sfchronicle.com
[24] foxnews.com
[24] paine.tv
[14] foxla.com
[9] nationalfile.com
[9] washingtontimes.com
[7] cbn.com
[6] cnbc.com
[4] com.au
[4] trib.al

Top Domains in Tweet in G6:
[20] businessinsider.com
[4] dailykos.com
[3] apple.news
[3] cnbc.com
[3] ctvnews.ca
[2] seattletimes.com
[2] trib.al
[2] kevinmd.com
[1] newsmax.com
[1] washingtonpost.com

Top Domains in Tweet in G7:
[44] sfchronicle.com
[34] twitter.com
[27] cnbc.com
[27] foxnews.com
[18] msn.com
[15] thehill.com
[14] youtube.com
[13] rumble.com
[12] nytimes.com
[10] thegatewaypundit.com

Top Domains in Tweet in G8:
[39] sfchronicle.com
[26] washingtonpost.com
[24] rebelnews.com
[3] newsmax.com
[2] rumble.com
[2] youtube.com
[2] bizpacreview.com
[2] infowars.com
[2] scoontv.com

Top Domains in Tweet in G9:
[471] cnbc.com
[59] businessinsider.com
[10] sfchronicle.com
[9] trib.al
[3] msn.com
[2] newsy.com
[2] themoscowtimes.com
[2] huffpost.com
[1] seattletimes.com
[1] cnn.com

Top Domains in Tweet in G10:
[183] foxnews.com
[105] newsmax.com
[37] dailycaller.com
[35] sfchronicle.com
[30] twitter.com
[26] cnbc.com
[16] rumble.com
[15] sandiegouniontribune.com
[6] thepostmillennial.com
[5] nypost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[98] usa
[92] breaking
[83] seattle
[82] vaccinemandate
[77] covid19
[62] washington
[55] vaccine
[37] scotus
[26] boycottwalmart
[23] southwest



Top Hashtags in Tweet in G1:
[2] chicago
[2] justsayno
[1] foxnews
[1] scotus
[1] covid19
[1] vaccine
[1] freedomfighters

Top Hashtags in Tweet in G2:
[19] scotus
[19] covid19
[19] vaccine
[7] liveblue2022
[7] demvoice1
[7] fam46
[2] utpol

Top Hashtags in Tweet in G3:
[59] breaking
[59] seattle
[59] washington
[2] vaccinemandate
[1] chicago
[1] police

Top Hashtags in Tweet in G4:
[10] liveonk2

Top Hashtags in Tweet in G5:
[8] southwest
[8] breaking
[7] covid1984
[7] indiana
[7] chicago
[3] kaiserlawsuit
[2] vaccines

Top Hashtags in Tweet in G6:
[10] sanfrancisco
[10] vaccine
[3] canada
[1] smartnews

Top Hashtags in Tweet in G7:
[15] news
[8] covid19
[4] vaccine
[4] law
[4] attorney
[4] lawyer
[3] seattle
[3] usa
[3] getvaccinated
[3] followback

Top Hashtags in Tweet in G9:
[26] boycottwalmart
[2] demvoice1
[2] getvaccinated
[2] mybody
[1] sanfrancisco
[1] vaccine
[1] forktongue
[1] cantfixstupid

Top Hashtags in Tweet in G10:
[1] seattle
[1] vaccine

Top Words
Top Words in Tweet in Entire Graph:
[18596] vaccine
[15163] mandate
[8077] police
[6167] seattle
[4051] breaking
[3847] workers
[3800] city
[3533] turn
[3503] fire
[3495] boots

Top Words in Tweet in G1:
[2833] mandate
[2830] vaccine
[2755] police
[2744] seattle
[2741] city
[2736] turn
[2736] boots
[2736] hall
[2734] fire
[2734] discharged

Top Words in Tweet in G2:
[4328] vaccine
[1680] mandate
[1532] breaking
[1495] court
[1480] block
[1477] workers
[1477] health
[1474] supreme
[1473] maine
[1463] public

Top Words in Tweet in G3:
[2352] seattle
[1293] vaccine
[1291] mandate
[1183] police
[1016] officers
[1007] fired
[1003] complying
[1002] firefighters
[1002] feeding
[1002] homeless

Top Words in Tweet in G4:
[1090] vaccine
[1080] mandate
[1013] breaking
[939] think
[810] covid
[798] police
[789] saying
[787] city's
[785] government
[784] vaccination

Top Words in Tweet in G5:
[959] police
[807] vaccination
[784] refuse
[782] become
[779] chief
[778] government
[778] restaurant
[777] legal
[777] officer
[777] unsafe

Top Words in Tweet in G6:
[1156] vaccine
[1063] mandate
[976] workers
[974] supreme
[974] court
[974] maine
[974] health
[854] declined
[842] public
[840] healthcare

Top Words in Tweet in G7:
[520] vaccine
[506] mandate
[107] police
[101] covid
[70] over
[64] 19
[62] officers
[62] workers
[57] court
[57] chicago

Top Words in Tweet in G8:
[1090] southwest
[657] vaccine
[653] mandate
[546] worker
[546] reason
[545] didn
[545] face
[545] walkouts
[545] last
[545] week

Top Words in Tweet in G9:
[482] walmart
[436] abbott
[420] donated
[416] greg
[404] campaign
[392] signed
[391] reelection
[288] vaccine
[283] banning
[283] abortions

Top Words in Tweet in G10:
[586] vaccine
[490] mandate
[355] police
[294] covid
[272] 19
[245] indiana
[220] officers
[215] chicago
[182] refusing
[170] exclusive

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14010] vaccine,mandate
[3483] city,hall
[3475] turn,boots
[3446] seattle,fire
[3414] boots,city
[3391] mandate,turn
[3387] noncompliance,vaccine
[3386] discharged,noncompliance
[3385] fire,police
[3384] police,discharged

Top Word Pairs in Tweet in G1:
[2806] vaccine,mandate
[2736] turn,boots
[2736] boots,city
[2736] city,hall
[2734] seattle,fire
[2734] fire,police
[2734] police,discharged
[2734] discharged,noncompliance
[2734] noncompliance,vaccine
[2730] mandate,turn

Top Word Pairs in Tweet in G2:
[1651] vaccine,mandate
[1474] supreme,court
[1457] court,declined
[1456] maine,healthcare
[1456] healthcare,workers
[1456] public,health
[1455] block,vaccine
[1454] declined,block
[1336] vaccine,mandates
[1328] imposed,maine

Top Word Pairs in Tweet in G3:
[1284] vaccine,mandate
[1005] officers,fired
[1002] fired,complying
[1002] complying,vaccine
[1002] mandate,feeding
[1002] feeding,homeless
[998] police,officers
[996] seattle,firefighters
[994] firefighters,seattle
[994] seattle,police

Top Word Pairs in Tweet in G4:
[1076] vaccine,mandate
[787] city's,vaccine
[784] vaccination,police
[783] san,francisco
[783] police,government
[783] shut,down
[782] breaking,burger
[782] burger,restaurant
[782] restaurant,san
[782] francisco,attacks

Top Word Pairs in Tweet in G5:
[784] vaccination,police
[782] refuse,become
[782] become,vaccination
[778] police,government
[776] unreasonable,invasive
[776] invasive,unsafe
[776] unsafe,force
[776] force,restaurant
[776] restaurant,associates
[776] associates,segregate

Top Word Pairs in Tweet in G6:
[1046] vaccine,mandate
[974] supreme,court
[854] court,declined
[840] maine,healthcare
[840] healthcare,workers
[840] public,health
[798] mandate,maine
[745] block,vaccine
[744] declined,block
[701] breaking,supreme

Top Word Pairs in Tweet in G7:
[427] vaccine,mandate
[61] covid,19
[52] supreme,court
[51] over,vaccine
[48] police,officers
[47] chicago,police
[45] 19,vaccine
[32] sen,braun
[32] braun,welcomes
[32] welcomes,chicago

Top Word Pairs in Tweet in G8:
[651] vaccine,mandate
[545] southwest,didn
[545] didn,face
[545] face,worker
[545] worker,walkouts
[545] walkouts,last
[545] last,week
[545] week,fact
[545] fact,checkers
[545] checkers,confirmed

Top Word Pairs in Tweet in G9:
[417] walmart,donated
[391] abbott,signed
[391] reelection,campaign
[308] greg,abbott
[280] week,greg
[280] signed,bill
[280] bill,banning
[280] banning,nearly
[280] nearly,abortions
[280] abortions,walmart

Top Word Pairs in Tweet in G10:
[396] vaccine,mandate
[272] covid,19
[272] 19,vaccine
[216] police,officers
[211] chicago,police
[174] refusing,covid
[170] exclusive,senatorbraun
[170] senatorbraun,welcomes
[170] welcomes,chicago
[170] officers,refusing

Top Replied-To
Top Replied-To in Entire Graph:
@disclosetv
@travistritt
@kelleeazar
@katiedaviscourt
@cbckatie
@breaking911
@researchfqx
@mimimcg07
@occupydemocrats
@walmart

Top Replied-To in G1:
@disclosetv
@sneekiep
@rphucku
@mpavictoria
@addoilnoccp
@lucy323039291
@notyourbishop
@restoreacct
@richieri1318483
@aldousleary

Top Replied-To in G2:
@briantylercohen
@cnnpolitics
@walmart
@kidcreole3
@rogue_nexus6
@b52malmet
@crunchgym
@rickoceanmusic
@elaine_hali

Top Replied-To in G3:
@katiedaviscourt
@rackumjack
@tj_casperson
@johnkehpull
@socaln8v
@anyonebearly
@lessbiden

Top Replied-To in G4:
@kelleeazar
@occupydemocrats
@iamwhoiam808
@hrcdemocrat

Top Replied-To in G5:
@jesskilic1618
@londonbel0w

Top Replied-To in G6:
@rogermarshallmd

Top Replied-To in G9:
@walmart
@govabbott
@shaydean0724

Top Replied-To in G10:
@senrickscott
@newsmax
@timaroosky
@jaybdozier
@senatorlankford
@rubyredou2724
@vinnantonelli
@lisamarieboothe
@oneaverage_joe
@dailycaller

Top Mentioned
Top Mentioned in Entire Graph:
@ap
@walmart
@katiedaviscourt
@senatorbraun
@stevekim323
@dbongino
@chrissprowls
@govinslee
@wsferries
@tuckercarlson

Top Mentioned in G1:
@disclosetv
@thelastrefuge2
@ap
@mkword
@brankadudas
@treday_27
@entrepreneurix
@debra41lynn

Top Mentioned in G2:
@ap
@therecount
@googlenews
@briantylercohen
@rjaellis
@walmart
@jgreenejenna
@bacheloretteabc
@scottcshipton

Top Mentioned in G3:
@katiedaviscourt
@seattlepd
@govinslee
@mayorjenny
@seattlefire
@bigace231
@boeing
@socaln8v
@michelle197051
@disclosetv

Top Mentioned in G4:
@ap
@occupydemocrats
@kelleeazar

Top Mentioned in G5:
@cbnnews
@katiedaviscourt
@foxla
@washtimes
@harbinger0fd00m
@codeofvets
@disclosetv

Top Mentioned in G6:
@ap
@leonardkl
@warojas
@walmart

Top Mentioned in G7:

Top Mentioned in G8:
@rebelnewsonline

Top Mentioned in G9:
@walmart
@ap
@walmartworld
@cnbc
@govabbott

Top Mentioned in G10:
@senatorbraun
@dailycaller
@news_ntd
@bennyjohnson
@lisamarieboothe
@dlaw530
@sugarmaga
@reese62687564
@makeupfaded
@suzannematick

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@missb62
@knewz_currently
@rashidaldosari
@dichristine
@paoloigna1
@robinsnewswire
@chris_1791
@phildecarolis
@monicasloves

Top Tweeters in G1:
@britpoptarts
@1loriking
@unlewis
@samhainnight
@honeybadger10
@rpmsports18
@_yvonneburton
@pitoloco2021
@khuze_elikhulu
@milatrud11

Top Tweeters in G2:
@missb62
@dichristine
@ligayaloyola
@onahunttoday
@marthalynneowe1
@talkintou
@n7irl
@jamestoupin
@paulstewartii
@sylviaz1913

Top Tweeters in G3:
@purpledalmation
@sandricsak
@mlas
@digino69
@kurtschingoethe
@shortman5427
@famdoc7
@denverchannel
@_haikusgoddess
@americarising17

Top Tweeters in G4:
@monicasloves
@debilu2
@kenkircher1
@stockguy61
@mayirmamay14
@lavenderblue27
@meidas_damon
@kristafrances
@multijo1
@ishagshafeeg

Top Tweeters in G5:
@raumunz
@morgfair
@coronaupdatebot
@bolderthanmost
@alex_lavorico
@dcexaminer
@jdjwhite54
@tates5a
@real_stephanie
@godemperorclown

Top Tweeters in G6:
@joni_looking
@sddphoto
@teram323tere
@cblazblaz
@gwydion620
@girlzinger
@fran_neena20409
@royaleight
@teckiegirl
@jacquelinehine1

Top Tweeters in G7:
@pulpnews
@knewz_currently
@paoloigna1
@robinsnewswire
@andyvermaut
@chronlaw
@dev_discourse
@new_narrative
@swissbusiness
@filterednews

Top Tweeters in G8:
@blisstabitha
@milick74
@mcarsonaos
@admomof3
@bakersonpeekay
@dreamweaver61
@melissatweets
@frank29650703
@mpls55418
@wittsheryl

Top Tweeters in G9:
@b1e56df9ce6549f
@beverly21811568
@riskyliberal
@lllwry
@linda1746
@walmart
@antarianrani
@bjcrochet
@shareitarie10
@mauraleelang

Top Tweeters in G10:
@pastorabharris
@elgatoweebee
@all100senators
@01splcheck
@pixiedust5135
@realmajordan
@dailycaller
@dixieland__diva
@carolannlemon1
@dgatlim


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