(corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer), Twitter, 4/11/2022 12:50:19 AM, 274652


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(corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer)_2022-04-10_17-41-28.xlsx
(corona OR virus OR covid) ("Gov MI" OR GovWhitmer)_2022-04-10_17-41-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 11, 2022
Short Description:
(corona OR virus OR covid) ("Gov MI" OR GovWhitmer) via NodeXL https://bit.ly/3E183Ft
@govwhitmer
@prof_kennedy
@stacyerwinoakes
@michiganfreedom
@dudesjoe
@bwaydiva1
@freespirit7326b
@chris06626
@pauljc1171
@borxdmercurial

Top hashtags:
#michigan
#trumprally

Description:
Description
The graph represents a network of 380 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, 11 April 2022 at 00:41 UTC.

The requested start date was Monday, 11 April 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, 17-hour, 14-minute period from Monday, 28 March 2022 at 11:52 UTC to Sunday, 10 April 2022 at 05:06 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 : 380
Unique Edges : 586
Edges With Duplicates : 359
Total Edges : 945
Number of Edge Types : 5
Retweet : 129
MentionsInRetweet : 418
Replies to : 121
Mentions : 275
Tweet : 2
Self-Loops : 3
Reciprocated Vertex Pair Ratio : 0.0107816711590297
Reciprocated Edge Ratio : 0.0213333333333333
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 379
Maximum Edges in a Connected Component : 944
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.787569
Graph Density : 0.00520761005415914
Modularity : 0.476785
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 380 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, 11 April 2022 at 00:41 UTC.

The requested start date was Monday, 11 April 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, 17-hour, 14-minute period from Monday, 28 March 2022 at 11:52 UTC to Sunday, 10 April 2022 at 05:06 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:
[4] https://www.usatoday.com/story/opinion/2021/03/19/covering-up-nursing-home-covid-deaths-cuomo-whitmer-column/4723259001/
[2] https://www.npr.org/sections/health-shots/2021/12/05/1059828993/data-vaccine-misinformation-trump-counties-covid-death-rate
[1] https://twitter.com/DineshDSouza/status/1512582663206494213
[1] https://on.freep.com/2aTrtBA
[1] https://www.wzzm13.com/
[1] https://www.wzzm13.com/article/news/video-shows-lansing-courtroom-attack/69-287745622
[1] https://twitter.com/stacyerwinoakes/status/1510744985536274432
[1] https://www.nbcnews.com/meet-the-press/video/full-whitmer-interview-i-m-working-with-a-smaller-set-of-tools-to-fight-covid-110408773937
[1] https://twitter.com/GovRonDeSantis/status/1511840399668690948
[1] https://www.statista.com/statistics/1169571/rate-nursing-home-resident-covid-deaths-by-state/?fbclid=IwAR0ZIYmPg0J2e_adXpLL3qGq2cIldPupBSo4HWaPpSRz0c9YXt81xEoUr4A

Top URLs in Tweet in G1:
[3] https://www.usatoday.com/story/opinion/2021/03/19/covering-up-nursing-home-covid-deaths-cuomo-whitmer-column/4723259001/
[1] https://tuckercarlson.com/
[1] https://michigan.gov/CERA
[1] https://bls.gov/
[1] https://twitter.com/ChadLivengood/status/1509180279189032962
[1] https://twitter.com/DineshDSouza/status/1512582663206494213
[1] https://twitter.com/GovRonDeSantis/status/1511840399668690948
[1] https://twitter.com/govwhitmer/status/1512052416388255752
[1] https://twitter.com/BoSnerdley/status/1512063900791017474
[1] https://whatsupnewp.com/2022/04/opinion-after-covids-devastation-our-kids-need-trauma-informed-schools/

Top URLs in Tweet in G2:
[1] https://www.northjersey.com/story/news/coronavirus/2022/03/28/nj-veterans-homes-covid-deaths-accounting-awaited-gov-murphy/6828642001/
[1] https://twitter.com/bigfish3000/status/1508823284737093642

Top URLs in Tweet in G3:
[1] https://www.nytimes.com/2022/03/31/opinion/covid-mandates-choices-anger.html

Top URLs in Tweet in G4:
[1] https://www.nbcnews.com/meet-the-press/video/full-whitmer-interview-i-m-working-with-a-smaller-set-of-tools-to-fight-covid-110408773937
[1] https://twitter.com/stacyerwinoakes/status/1510744985536274432
[1] https://www.wzzm13.com/
[1] https://www.wzzm13.com/article/news/video-shows-lansing-courtroom-attack/69-287745622
[1] https://on.freep.com/2aTrtBA
[1] https://www.axios.com/nancy-pelosi-tests-positive-covid-b5aa3353-a425-43e1-8efa-c014aa9d662f.html
[1] https://www.nih.gov/news-events/nih-research-matters/mandatory-masking-schools-reduced-covid-19-cases
[1] https://twitter.com/govwhitmer/status/1508872740161339399

Top URLs in Tweet in G5:
[2] https://www.npr.org/sections/health-shots/2021/12/05/1059828993/data-vaccine-misinformation-trump-counties-covid-death-rate
[1] https://twitter.com/misenate/status/1508486260624662531
[1] https://twitter.com/MarkCavitt/status/1511823760365699076?s=20&t=whv0S_V3C8Hzu_NFiD7S5A
[1] https://www.clickondetroit.com/news/local/2020/07/19/northville-school-board-president-makes-controversial-comments-on-covid-19/
[1] https://www.detroitnews.com/story/news/local/michigan/2022/04/04/covid-19-mask-mandate-ann-arbor-public-schools-protest/7249619001/
[1] https://www.facebook.com/watch/?v=674852920500450&extid=NS-UNK-UNK-UNK-IOS_GK0T-GK1C&ref=sharing
[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 G6:
[1] https://www.usatoday.com/story/opinion/2021/03/19/covering-up-nursing-home-covid-deaths-cuomo-whitmer-column/4723259001/
[1] https://twitter.com/jsolomonReports/status/1511281246143488000

Top URLs in Tweet in G8:
[1] https://katv.com/news/nation-world/2-acquitted-jury-hung-on-2-more-in-michigan-gov-kidnap-plot
[1] https://katv.com/news/nation-world/jurors-will-be-weighing-conspiracy-charges-in-alleged-whitmer-plot-former-president-donald-trump-delaware-michigan-ty-garbin-caleb-franks-anti-government-extremism-covid-19-coronavirus-undercover-fbi-agents-informants-barry-croft-jr-danielle-harris

Top URLs in Tweet in G9:
[1] https://www.statista.com/statistics/1169571/rate-nursing-home-resident-covid-deaths-by-state/?fbclid=IwAR0ZIYmPg0J2e_adXpLL3qGq2cIldPupBSo4HWaPpSRz0c9YXt81xEoUr4A

Top URLs in Tweet in G10:
[1] https://www.justice.gov/opa/pr/department-justice-requesting-data-governors-states-issued-covid-19-orders-may-have-resulted

Top Domains
Top Domains in Tweet in Entire Graph:
[17] twitter.com
[4] usatoday.com
[3] freep.com
[2] wzzm13.com
[2] npr.org
[2] katv.com
[1] nbcnews.com
[1] statista.com
[1] axios.com
[1] whatsupnewp.com

Top Domains in Tweet in G1:
[9] twitter.com
[3] usatoday.com
[1] tuckercarlson.com
[1] michigan.gov
[1] bls.gov
[1] whatsupnewp.com
[1] freep.com

Top Domains in Tweet in G2:
[1] northjersey.com
[1] twitter.com

Top Domains in Tweet in G3:
[1] nytimes.com

Top Domains in Tweet in G4:
[2] twitter.com
[2] wzzm13.com
[1] nbcnews.com
[1] freep.com
[1] axios.com
[1] nih.gov

Top Domains in Tweet in G5:
[2] twitter.com
[2] npr.org
[1] clickondetroit.com
[1] detroitnews.com
[1] facebook.com
[1] freep.com

Top Domains in Tweet in G6:
[1] usatoday.com
[1] twitter.com

Top Domains in Tweet in G8:
[2] katv.com

Top Domains in Tweet in G9:
[1] statista.com

Top Domains in Tweet in G10:
[1] justice.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] michigan
[2] trumprally
[2] trumprallymi
[2] eldergenocide
[1] bidenflation
[1] defundpolice
[1] michiganschools
[1] wiseup
[1] governorwhitmercares
[1] democrat



Top Hashtags in Tweet in G1:
[6] michigan
[2] trumprallymi
[2] trumprally
[1] bidenflation
[1] washingtontownship
[1] maga
[1] pelosihascovid
[1] defundpolice
[1] misots22
[1] michiganschools

Top Hashtags in Tweet in G2:
[2] eldergenocide

Top Hashtags in Tweet in G5:
[1] wiseup
[1] governorwhitmercares
[1] migov

Top Hashtags in Tweet in G8:
[5] michigan
[1] democrat
[1] covid

Top Words
Top Words in Tweet in Entire Graph:
[257] govwhitmer
[232] covid
[95] homes
[82] death
[80] janicedean
[79] senior
[79] govmurphy
[79] hi
[78] covering
[78] toll

Top Words in Tweet in G1:
[85] govwhitmer
[73] covid
[17] tuckertoday
[17] infrastructure
[16] michigan's
[16] failing
[16] falling
[16] apart
[16] ford
[16] leaving

Top Words in Tweet in G2:
[81] covid
[80] death
[80] govwhitmer
[80] homes
[78] hi
[78] govmurphy
[78] covering
[78] senior
[78] toll
[78] buddies

Top Words in Tweet in G3:
[2] dystateofmind
[2] repcohen
[2] rephankjohnson
[2] repteddeutch
[2] repjeffries
[2] davidcicilline
[2] tedlieu
[2] repraskin
[2] repjayapal

Top Words in Tweet in G4:
[27] govwhitmer
[24] covid
[9] miattygen
[7] whitmer
[7] dananessel
[6] gretchenwhitmer
[6] another
[4] one
[4] people
[4] patients

Top Words in Tweet in G5:
[40] govwhitmer
[36] covid
[21] tori_sachs
[19] students
[16] state
[15] mask
[12] school
[11] michiganfreedom
[9] migop
[9] districts

Top Words in Tweet in G7:
[3] jewelofchicago
[3] govwhitmer
[3] covid
[2] mikegrohar8
[2] never

Top Words in Tweet in G8:
[5] four
[5] men
[5] kidnap
[5] #michigan
[3] katvnews
[3] govwhitmer
[3] jury
[3] begin
[3] deliberations
[3] monday

Top Words in Tweet in G9:
[6] govwhitmer
[5] covid
[4] mxdwrstlgasscny
[3] nursing
[2] over
[2] money
[2] ace020599
[2] national
[2] patients
[2] homes

Top Words in Tweet in G10:
[3] tomwolfpa
[3] govwhitmer
[3] covid
[3] governors
[2] advocacy
[2] integrity
[2] justiceoig
[2] doj
[2] requesting
[2] data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[78] hi,govmurphy
[78] govmurphy,covering
[78] covering,senior
[78] senior,death
[78] death,toll
[78] toll,buddies
[78] buddies,andrewcuomo
[78] andrewcuomo,govwhitmer
[78] govwhitmer,nj
[78] nj,vet

Top Word Pairs in Tweet in G1:
[16] michigan's,govwhitmer
[16] govwhitmer,failing
[16] failing,infrastructure
[16] infrastructure,falling
[16] falling,apart
[16] apart,ford
[16] ford,leaving
[16] leaving,begin
[16] begin,covid
[15] tuckertoday,michigan's

Top Word Pairs in Tweet in G2:
[78] hi,govmurphy
[78] govmurphy,covering
[78] covering,senior
[78] senior,death
[78] death,toll
[78] toll,buddies
[78] buddies,andrewcuomo
[78] andrewcuomo,govwhitmer
[78] govwhitmer,nj
[78] nj,vet

Top Word Pairs in Tweet in G3:
[2] dystateofmind,repcohen
[2] repcohen,rephankjohnson
[2] rephankjohnson,repteddeutch
[2] repteddeutch,repjeffries
[2] repjeffries,davidcicilline
[2] davidcicilline,tedlieu
[2] tedlieu,repraskin
[2] repraskin,repjayapal

Top Word Pairs in Tweet in G4:
[4] miattygen,dananessel
[4] govwhitmer,miattygen
[3] covid,19
[3] gas,pump
[2] ag,garland
[2] covid,american
[2] american,relief
[2] abc,govwhitmer
[2] govwhitmer,thought
[2] time,call

Top Word Pairs in Tweet in G5:
[18] tori_sachs,govwhitmer
[9] school,districts
[9] districts,ann
[9] ann,arbor
[9] arbor,detroit
[9] detroit,still
[9] still,requiring
[9] requiring,students
[9] students,mask
[9] mask,students

Top Word Pairs in Tweet in G7:
[3] jewelofchicago,govwhitmer
[2] mikegrohar8,jewelofchicago

Top Word Pairs in Tweet in G8:
[5] four,men
[3] jury,#michigan
[3] #michigan,begin
[3] begin,deliberations
[3] deliberations,monday
[3] monday,trial
[3] trial,four
[3] men,accused
[3] accused,designing
[3] designing,plan

Top Word Pairs in Tweet in G9:
[4] mxdwrstlgasscny,govwhitmer
[2] govwhitmer,covid
[2] nursing,homes

Top Word Pairs in Tweet in G10:
[3] tomwolfpa,govwhitmer
[2] justiceoig,tomwolfpa
[2] govwhitmer,doj
[2] doj,requesting
[2] requesting,data
[2] data,governors
[2] governors,issued
[2] issued,covid
[2] covid,orders
[2] orders,resulted

Top Replied-To
Top Replied-To in Entire Graph:
@govwhitmer
@tori_sachs
@mxdwrstlgasscny
@ace020599
@tuckertoday
@mikegrohar8
@miattygen
@bob17548002
@michiganfreedom
@depesteljenelle

Top Replied-To in G1:
@govwhitmer
@tuckertoday
@depesteljenelle
@watch_maga
@s_wnbanut
@rugerbncurtis
@the_herbig
@greentree2021
@mirisingaction
@blytheiam

Top Replied-To in G2:
@govwhitmer
@govinslee

Top Replied-To in G3:
@dystateofmind

Top Replied-To in G4:
@govwhitmer
@miattygen
@mlive
@abc
@chadlivengood
@craigdmauger
@wxyzdetroit
@burd_daniel
@koalifiedgrace
@dananessel

Top Replied-To in G5:
@tori_sachs
@govwhitmer
@michiganfreedom
@bob17548002
@misenate
@storie_maureen
@rubydeuxdetroit
@souixj
@pszczepanski
@mr_goblue

Top Replied-To in G6:
@jsolomonreports

Top Replied-To in G7:
@mikegrohar8
@lolathecat11

Top Replied-To in G9:
@mxdwrstlgasscny
@ace020599
@nomanstandsb4me

Top Replied-To in G10:
@janicedean
@justiceoig

Top Mentioned
Top Mentioned in Entire Graph:
@govwhitmer
@govmurphy
@janicedean
@andrewcuomo
@tuckertoday
@michiganfreedom
@migop
@miattygen
@dananessel
@bwaydiva1

Top Mentioned in G1:
@govwhitmer
@tuckertoday
@spicoli_69
@chiefjamescraig
@foxnation
@rugerbncurtis
@mills_chrisw
@faanews
@dananessel

Top Mentioned in G2:
@govwhitmer
@govmurphy
@andrewcuomo
@janicedean
@michiganfreedom
@govinslee

Top Mentioned in G3:
@repcohen
@rephankjohnson
@repteddeutch
@repjeffries
@davidcicilline
@tedlieu
@repraskin
@repjayapal
@prof_kennedy
@dystateofmind

Top Mentioned in G4:
@govwhitmer
@miattygen
@gretchenwhitmer
@dananessel
@usao_mie
@usao_wdmi
@thejusticedept
@fbi
@potus
@usattorneys

Top Mentioned in G5:
@govwhitmer
@migop
@michiganfreedom
@bwaydiva1
@tori_sachs
@freep
@pszczepanski
@souixj
@gop

Top Mentioned in G6:
@govwhitmer
@foxnews
@janicedean
@gregkellyusa
@jaketapper
@cnn
@msnbc

Top Mentioned in G7:
@jewelofchicago
@govwhitmer
@karyn628

Top Mentioned in G8:
@katvnews
@govwhitmer
@govwh

Top Mentioned in G9:
@govwhitmer
@mxdwrstlgasscny

Top Mentioned in G10:
@tomwolfpa
@govwhitmer
@govmurphy
@kidgolferman
@justiceoig

Top Tweeters
Top Tweeters in Entire Graph:
@hrblock_21
@frackhazreveal
@joannaprile
@foxnews
@stx488
@abc
@cnn
@reneedahl5
@nymets22
@detroitnews

Top Tweeters in G1:
@frackhazreveal
@nymets22
@ggrandmag73
@utopianindigent
@spicoli_69
@pinksheepnews
@lucky88duck
@equaljusticeall
@mekismet
@einsteinkaleath

Top Tweeters in G2:
@hrblock_21
@joannaprile
@stx488
@reneedahl5
@rollypoly31
@kjpritchard4
@sabrinanc10
@matthew46956757
@ladyndewgreen88
@sbprice

Top Tweeters in G3:
@michaelbd
@prof_kennedy
@tedlieu
@repjayapal
@dleonhardt
@normeisen
@joaquincastrotx
@davidcicilline
@neal_katyal
@pramilajayapal

Top Tweeters in G4:
@abc
@detroitnews
@mlive
@local4news
@misunshine01
@penski23
@wxyzdetroit
@axios
@chadlivengood
@shreksshrek

Top Tweeters in G5:
@freep
@jc19p
@amywmigopteam
@pszczepanski
@pressherejg
@foxesba
@rodneyudell
@mrobmused
@charles_preset
@gop

Top Tweeters in G6:
@foxnews
@cnn
@msnbc
@jaketapper
@jsolomonreports
@dudesjoe
@gregkellyusa

Top Tweeters in G7:
@jewelofchicago
@karyn628
@anar_christ
@mikegrohar8
@specshell_ed
@lolathecat11

Top Tweeters in G8:
@katvnews
@stahawg
@delawarecovid
@pointaimsqueeze
@govwh

Top Tweeters in G9:
@nomanstandsb4me
@mxdwrstlgasscny
@jillcol57100267
@ace020599
@odoylerules999

Top Tweeters in G10:
@kidgolferman
@izabels
@tomwolfpa
@kkhyland13
@justiceoig


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