(corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer), Twitter, 3/21/2022 1:47:34 AM, 273344


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(corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer)_2022-03-20_17-41-28.xlsx
(corona OR virus OR covid) ("Gov MI" OR GovWhitmer)_2022-03-20_17-41-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 21, 2022
Short Description:
(corona OR virus OR covid) ("Gov MI" OR GovWhitmer) via NodeXL https://bit.ly/36vbyXZ
@govwhitmer
@prof_kennedy
@barbmcquade
@area72ent
@stacyerwinoakes
@tuckertoday
@wakeupnowsos
@camstanford
@lolamcintyre
@misunshine01

Top hashtags:
#migop
#covid
#covid_19

Description:
Description
The graph represents a network of 997 Twitter users whose tweets in the requested range contained "(corona OR virus OR covid) ("Gov MI" OR GovWhitmer)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 March 2022 at 00:42 UTC.

The requested start date was Monday, 21 March 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 18-hour, 17-minute period from Monday, 07 March 2022 at 16:18 UTC to Sunday, 20 March 2022 at 10:35 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 : 997
Unique Edges : 1054
Edges With Duplicates : 1590
Total Edges : 2644
Number of Edge Types : 5
Replies to : 114
Mentions : 407
Tweet : 3
MentionsInRetweet : 1427
Retweet : 693
Self-Loops : 4
Reciprocated Vertex Pair Ratio : 0.00221116639027087
Reciprocated Edge Ratio : 0.00441257584114727
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 994
Maximum Edges in a Connected Component : 2641
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.403207
Graph Density : 0.00182575839969708
Modularity : 0.339909
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 997 Twitter users whose tweets in the requested range contained "(corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 March 2022 at 00:42 UTC.

The requested start date was Monday, 21 March 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 18-hour, 17-minute period from Monday, 07 March 2022 at 16:18 UTC to Sunday, 20 March 2022 at 10:35 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 : GraphServerTwitterSearch
Graph Term : (corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer)
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:
[3] https://www.mlive.com/public-interest/2021/03/republicans-look-for-smoking-gun-on-whitmers-handling-of-coronavirus-in-nursing-homes-the-data-doesnt-indicate-there-is-one.html
[2] https://www.clickondetroit.com/news/michigan/2020/09/01/report-michigans-covid-19-nursing-home-hub-plan-was-logical-and-appropriate-response/
[2] https://www.freep.com/story/news/local/michigan/2022/03/16/whitmer-kidnap-trial-resume-after-covid-19-flareup/7063482001/
[2] https://tuckercarlson.com/
[1] https://www.dailymail.co.uk/news/article-9839663/Larry-Nassar-1-5-million-prisoners-received-COVID-stimulus-checks.html
[1] https://twitter.com/govwhitmer/status/1504986152121552900
[1] https://www.msn.com/en-us/health/medical/covid-19-cases-jump-in-michigan-as-moderna-asks-fda-to-authorize-second-booster/vi-AAVeKPb
[1] https://www.msn.com/en-us/news/politics/trump-leads-biden-by-43-points-among-unvaccinated-voters-poll/ar-AAVgSNd?li=BBnbfcL
[1] https://www.pbs.org/newshour/politics/informant-provides-key-details-about-plot-to-kidnap-michigan-gov-whitmer
[1] https://dailypopulous.com/2021-07-26-day/michigan-politicians-all-republicans-pocket-thousands-in-bonuses-from-federal-covid-relief.html

Top URLs in Tweet in G1:
[1] https://www.freep.com/story/news/local/michigan/2022/03/16/whitmer-kidnap-trial-resume-after-covid-19-flareup/7063482001/

Top URLs in Tweet in G2:
[2] https://tuckercarlson.com/
[1] https://twitter.com/ksorbs/status/1502031692038508546
[1] https://twitter.com/GovWhitmer/status/1504223891098644482
[1] https://www.local10.com/news/2022/03/13/covid-19-delays-trial-in-plot-to-abduct-mich-gov-whitmer/
[1] https://katv.com/news/nation-world/gov-whitmer-kidnapping-plot-trial-postponed-due-to-covid-19
[1] https://katv.com/news/nation-world/jury-selection-begins-for-4-suspects-accused-of-plotting-to-kidnap-michigan-governor-gretchen-whitmer-grand-rapids-covid-19-restrictions-adam-fox-barry-croft-brandon-caserta-daniel-harris-fbi
[1] https://twitter.com/LisaRooseChurch/status/1501314811258355719
[1] https://wwmt.com/news/state/gov-gretchen-whitmer-to-give-statewide-covid-19-update
[1] https://twitter.com/merci_belle/status/1502188686384926723
[1] https://twitter.com/RothTheReporter/status/1237568705862569985

Top URLs in Tweet in G3:
[1] https://www.foxnews.com/media/outrage-as-gov-whitmer-goes-maskless-in-dc-bar
[1] https://twitter.com/rbeggin/status/1501389868072673282
[1] https://twitter.com/JosephJFlynn1/status/1504407991008776195
[1] https://www.bridgemi.com/michigan-health-watch/michigan-closes-gap-racial-disparities-covid-19-deaths
[1] https://twitter.com/Area72ENT/status/1395459999539793923?t=ucrPEz_XVNYP-tp3U9xeCQ&s=19

Top URLs in Tweet in G4:
[3] https://www.mlive.com/public-interest/2021/03/republicans-look-for-smoking-gun-on-whitmers-handling-of-coronavirus-in-nursing-homes-the-data-doesnt-indicate-there-is-one.html
[2] https://www.clickondetroit.com/news/michigan/2020/09/01/report-michigans-covid-19-nursing-home-hub-plan-was-logical-and-appropriate-response/
[1] https://www.dailymail.co.uk/news/article-9839663/Larry-Nassar-1-5-million-prisoners-received-COVID-stimulus-checks.html
[1] https://www.msn.com/en-us/news/politics/trump-leads-biden-by-43-points-among-unvaccinated-voters-poll/ar-AAVgSNd?li=BBnbfcL
[1] https://www.pbs.org/newshour/politics/informant-provides-key-details-about-plot-to-kidnap-michigan-gov-whitmer
[1] https://dailypopulous.com/2021-07-26-day/michigan-politicians-all-republicans-pocket-thousands-in-bonuses-from-federal-covid-relief.html
[1] http://michigantea.org/
[1] https://www.bridgemi.com/michigan-government/gov-gretchen-whitmer-all-covid-restrictions-end-michigan-july-1
[1] https://www.fda.gov/consumers/consumer-updates/why-you-should-not-use-ivermectin-treat-or-prevent-covid-19
[1] https://www.nbcnews.com/politics/donald-trump/trump-renews-praise-covid-vaccines-one-greatest-achievements-mankind-n1286551

Top URLs in Tweet in G5:
[1] https://www.msn.com/en-us/health/medical/covid-19-cases-jump-in-michigan-as-moderna-asks-fda-to-authorize-second-booster/vi-AAVeKPb
[1] https://conandaily.com/2020/10/08/adam-fox-biography-13-things-about-gretchen-whitmer-kidnapping-conspirator-from-michigan/
[1] https://twitter.com/robertsnellnews/status/1503127178216681472
[1] https://twitter.com/i/events/1503101104841654274
[1] https://www.mlive.com/news/ann-arbor/2021/09/washtenaw-county-oks-247m-in-covid-stimulus-spending-why-some-said-its-not-fair.html
[1] https://www.mlive.com/news/ann-arbor/2022/01/100-of-covid-stimulus-dollars-would-go-to-low-income-area-near-ypsilanti-under-townships-plan.html
[1] https://www.freep.com/story/news/local/michigan/2022/03/16/whitmer-kidnap-trial-resume-after-covid-19-flareup/7063482001/
[1] https://www.michigancapitolconfidential.com/remember-when-it-could-be-a-crime-to-leave-your-house-during-covid-the-detroit-free-press-doesnt?fbclid=IwAR15W4N5wQYdH5tzSH5h7OFrYJCBGxqhfwR8Ro-T-ml2j5OAD1KvrrbLEYY
[1] https://www.freep.com/story/news/politics/2022/03/13/michigan-pandemic-politics-campaigns-covid-19-impact/9422817002/?gnt-cfr=1

Top URLs in Tweet in G6:
[1] https://www.brown.edu/academics/sociology/about-panel-post-covid-sociology
[1] https://brown.zoom.us/j/93136907761

Top URLs in Tweet in G8:
[1] https://twitter.com/fenixash8/status/1503016144130740228

Top URLs in Tweet in G10:
[1] https://apnews.com/article/whitmer-kidnap-plot-trial-covid-health-adam-fox-grand-rapids-beebe13778b5b7d4b0db1f539225cce2

Top Domains
Top Domains in Tweet in Entire Graph:
[18] twitter.com
[5] mlive.com
[3] freep.com
[2] msn.com
[2] bridgemi.com
[2] apnews.com
[2] clickondetroit.com
[2] tuckercarlson.com
[2] katv.com
[1] co.uk

Top Domains in Tweet in G1:
[1] freep.com

Top Domains in Tweet in G2:
[6] twitter.com
[2] tuckercarlson.com
[2] katv.com
[1] local10.com
[1] wwmt.com
[1] statnews.com
[1] frontiersin.org
[1] trib.al

Top Domains in Tweet in G3:
[3] twitter.com
[1] foxnews.com
[1] bridgemi.com

Top Domains in Tweet in G4:
[3] mlive.com
[2] clickondetroit.com
[1] co.uk
[1] msn.com
[1] pbs.org
[1] dailypopulous.com
[1] michigantea.org
[1] bridgemi.com
[1] fda.gov
[1] nbcnews.com

Top Domains in Tweet in G5:
[2] twitter.com
[2] mlive.com
[2] freep.com
[1] msn.com
[1] conandaily.com
[1] michigancapitolconfidential.com

Top Domains in Tweet in G6:
[1] brown.edu
[1] zoom.us

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G10:
[1] apnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] migop
[4] covid
[3] covid_19
[3] covid19
[2] michigantea
[2] breakingnews
[2] michigan
[1] masks
[1] trifecta
[1] voteherout



Top Hashtags in Tweet in G2:
[2] covid19
[2] covid
[1] covaxin
[1] ichoosecovaxin
[1] edchat
[1] michigan

Top Hashtags in Tweet in G3:
[2] covid_19
[1] covidbullshit
[1] corruptdemocrats
[1] covid
[1] whoisc19
[1] racism

Top Hashtags in Tweet in G4:
[6] migop
[2] michigantea
[1] trifecta
[1] trumprecession
[1] sm85
[1] sm671
[1] sb306
[1] stopcommoncore
[1] endtheed
[1] kickthefedsoutofschools

Top Hashtags in Tweet in G5:
[1] masks
[1] sec
[1] voteherout
[1] ukraine
[1] neverforget

Top Hashtags in Tweet in G6:
[1] pandemicsociology

Top Words
Top Words in Tweet in Entire Graph:
[835] govwhitmer
[418] home
[413] plot
[411] covid
[411] against
[408] defendants
[406] includes
[405] barbmcquade
[405] prosecutor
[405] evidence

Top Words in Tweet in G1:
[405] govwhitmer
[404] prosecutor
[404] evidence
[404] against
[404] defendants
[404] plot
[404] includes
[404] casing
[404] vacation
[404] home

Top Words in Tweet in G2:
[301] govwhitmer
[295] covid
[271] tuckertoday
[266] infrastructure
[266] leaving
[266] begin
[265] michigan's
[265] failing
[265] falling
[265] apart

Top Words in Tweet in G3:
[18] govwhitmer
[17] covid
[10] more
[9] deaths
[6] year
[5] last
[5] dananessel
[5] trial
[4] 19
[4] miattygen

Top Words in Tweet in G4:
[47] govwhitmer
[39] covid
[11] migop
[10] rogeraiken3
[9] chadlivengood
[9] help
[9] michigan
[8] holding
[7] money
[7] people

Top Words in Tweet in G5:
[22] govwhitmer
[18] covid
[12] freep
[7] gretchenwhitmer
[7] robertsnellnews
[7] detroitnews
[6] governor
[6] ustreasury
[4] children
[4] restrictions

Top Words in Tweet in G7:
[4] govwhitmer
[4] covid
[4] patients
[4] nursing
[4] homes
[3] janicedean
[3] governors
[3] ordered
[3] positive
[3] nygovcuomo

Top Words in Tweet in G8:
[10] govwhitmer
[9] rugerbncurtis
[6] covid
[4] thought
[3] sp17761
[3] roads
[3] veto
[3] big
[3] tax
[3] cut

Top Words in Tweet in G9:
[6] whether
[6] money
[4] thedemocrats
[4] govwhitmer
[4] covid
[3] kalresa
[3] well
[3] good
[3] thing
[3] depends

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[405] prosecutor,evidence
[405] evidence,against
[405] against,defendants
[405] defendants,govwhitmer
[405] govwhitmer,plot
[405] plot,includes
[405] includes,casing
[405] casing,vacation
[405] vacation,home
[405] home,drawing

Top Word Pairs in Tweet in G1:
[404] prosecutor,evidence
[404] evidence,against
[404] against,defendants
[404] defendants,govwhitmer
[404] govwhitmer,plot
[404] plot,includes
[404] includes,casing
[404] casing,vacation
[404] vacation,home
[404] home,drawing

Top Word Pairs in Tweet in G2:
[265] michigan's,govwhitmer
[265] govwhitmer,failing
[265] failing,infrastructure
[265] infrastructure,falling
[265] falling,apart
[265] apart,ford
[265] ford,leaving
[265] leaving,begin
[265] begin,covid
[263] tuckertoday,michigan's

Top Word Pairs in Tweet in G3:
[4] covid,19
[4] 19,deaths
[4] breaking,news
[4] news,covid
[4] covid,causes
[4] causes,delay
[4] delay,trial
[4] trial,men
[4] men,charged
[4] charged,plot

Top Word Pairs in Tweet in G4:
[9] rogeraiken3,govwhitmer
[7] holding,covid
[6] chadlivengood,govwhitmer
[5] covid,19
[5] michiganfreedom,govwhitmer
[5] mihousedems,whitchmi
[5] whitchmi,migop
[5] migop,stop
[5] stop,holding
[5] covid,hostage

Top Word Pairs in Tweet in G5:
[6] detroitnews,govwhitmer
[3] robertsnellnews,detroitnews
[3] freep,govwhitmer
[3] nursing,homes
[3] freep,thinks
[3] thinks,away
[3] away,such
[3] such,blatant
[3] blatant,lies
[3] lies,think

Top Word Pairs in Tweet in G7:
[4] patients,nursing
[4] nursing,homes
[3] governors,ordered
[3] ordered,covid
[3] covid,positive
[3] positive,patients
[3] homes,nygovcuomo
[3] nygovcuomo,govmurphy
[3] govmurphy,tomwolfpa
[3] tomwolfpa,govwhitmer

Top Word Pairs in Tweet in G8:
[9] rugerbncurtis,govwhitmer
[3] sp17761,rugerbncurtis
[3] govwhitmer,thought
[3] thought,roads
[3] roads,veto
[3] veto,big
[3] big,tax
[3] tax,cut
[3] cut,michigan
[2] michigan,enoug

Top Word Pairs in Tweet in G9:
[3] govwhitmer,kalresa
[3] well,whether
[3] whether,good
[3] good,thing
[3] thing,depends
[3] depends,whether
[3] whether,actual
[3] actual,science
[3] science,tool
[3] tool,questioning

Top Replied-To
Top Replied-To in Entire Graph:
@govwhitmer
@chadlivengood
@rogeraiken3
@tuckertoday
@robertsnellnews
@rugerbncurtis
@michiganfreedom
@mirisingaction
@freep
@zepplinandmac

Top Replied-To in G1:
@cindysun1414

Top Replied-To in G2:
@govwhitmer
@tuckertoday

Top Replied-To in G3:
@michiman12
@dananessel
@dsleyton
@mirisingaction
@miattygen
@govwhitmer
@chadlivengood
@rmsgeek
@kpg_

Top Replied-To in G4:
@rogeraiken3
@chadlivengood
@michiganfreedom
@zepplinandmac
@jillcol57100267
@govwhitmer
@randymills4349
@kristinroses
@mirisingaction
@mivoter70

Top Replied-To in G5:
@robertsnellnews
@freep
@chadlivengood
@davideggert00
@govwhitmer
@charlieleduff
@misterianzajac
@barbmcquade
@kenthegrump
@shortnsassyii

Top Replied-To in G6:
@dystateofmind

Top Replied-To in G7:
@janicedean

Top Replied-To in G8:
@rugerbncurtis
@sp17761
@ladyjreads

Top Replied-To in G9:
@seanamccann
@govwhitmer

Top Mentioned
Top Mentioned in Entire Graph:
@govwhitmer
@barbmcquade
@tuckertoday
@freep
@migop
@chiefjamescraig
@foxnation
@gretchenwhitmer
@detroitnews
@rugerbncurtis

Top Mentioned in G1:
@govwhitmer
@barbmcquade
@freep

Top Mentioned in G2:
@govwhitmer
@tuckertoday
@chiefjamescraig
@foxnation
@tuckercarlson
@lisaroosechurch
@null_ptr59
@us_fda
@cdcgov
@joebiden

Top Mentioned in G3:
@govwhitmer
@dananessel
@kiertzner7
@ltgovgilchrist
@miattygen
@wxy
@mdhhs_cme
@mirisingaction
@kstills
@untilfreedom

Top Mentioned in G4:
@govwhitmer
@migop
@whitchmi
@cathygoike
@mihousedems
@chadlivengood
@gopchairwoman
@michigandems
@govholcomb
@michigantea

Top Mentioned in G5:
@govwhitmer
@freep
@gretchenwhitmer
@detroitnews
@ustreasury
@onetoughnerd
@craigdmauger
@jocelynbenson
@mshda
@jlogue_cinnaire

Top Mentioned in G6:
@repcohen
@rephankjohnson
@repteddeutch
@repjeffries
@davidcicilline
@tedlieu
@repraskin
@repjayapal
@repgregstanton
@repdean

Top Mentioned in G7:
@govwhitmer
@nygovcuomo
@govmurphy
@tomwolfpa
@janicedean
@gavin
@gavinnewsom

Top Mentioned in G8:
@govwhitmer
@rugerbncurtis
@sp17761
@hzardoz
@ladyjreads

Top Mentioned in G9:
@thedemocrats
@govwhitmer
@kalresa
@gvsu
@washisd

Top Mentioned in G10:
@ap
@govwhitmer
@cnnbrk
@msnbc
@davidmuir

Top Tweeters
Top Tweeters in Entire Graph:
@tinamarie_80s
@cagney1991
@jjauthor
@ecclesias
@joanisparkles
@adekleine
@sallyagale
@elkehollings
@briangrnotabot
@tinamorphis

Top Tweeters in G1:
@tinamarie_80s
@cagney1991
@ecclesias
@joanisparkles
@adekleine
@sallyagale
@elkehollings
@briangrnotabot
@tinamorphis
@kath2252

Top Tweeters in G2:
@jjauthor
@dcexaminer
@real_stephanie
@10903
@michael_szumega
@mariabonanno9
@azzurrasilvy
@ana37454709
@silverbulletguy
@wendyp4545

Top Tweeters in G3:
@foxnews
@cnn
@cbsnews
@abc7
@kpg_
@cbsla
@abcworldnews
@abcpolitics
@fox2news
@wsjpolitics

Top Tweeters in G4:
@carriesweet2017
@bodhisattvakat
@local4news
@misunshine01
@chadlivengood
@jewelle1974
@royaldixie
@philsoros
@whitchmi
@kristinroses

Top Tweeters in G5:
@leftnotright
@detroitnews
@freep
@mayoisspicyy
@salesforce
@davenewworld_2
@misterianzajac
@umich
@misupremecourt
@mktldr

Top Tweeters in G6:
@michaelbd
@prof_kennedy
@tedlieu
@repjayapal
@dleonhardt
@normeisen
@joaquincastrotx
@neal_katyal
@davidcicilline
@pramilajayapal

Top Tweeters in G7:
@quiscustodis
@janicedean
@nygovcuomo
@fairly_optimist
@govmurphy
@gavinnewsom
@lauernhamer
@tomwolfpa
@gavin

Top Tweeters in G8:
@ladyjreads
@alcazar_susan
@artist06730777
@hzardoz
@rugerbncurtis
@sp17761
@letsimaginefree

Top Tweeters in G9:
@thedemocrats
@hardrockbus
@gvsu
@washisd
@seanamccann
@kalresa
@camstanford

Top Tweeters in G10:
@ap
@msnbc
@cnnbrk
@lolamcintyre
@davidmuir


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