(corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer), Twitter, 4/4/2022 12:57:29 AM, 274226


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(corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer)_2022-04-03_17-41-28.xlsx
(corona OR virus OR covid) ("Gov MI" OR GovWhitmer)_2022-04-03_17-41-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 04, 2022
Short Description:
(corona OR virus OR covid) ("Gov MI" OR GovWhitmer) via NodeXL https://bit.ly/3DD4aq3
@govwhitmer
@prof_kennedy
@wheeze1776
@lford119
@lauriemac916
@freespirit7326b
@bwaydiva1
@orwellacademy
@rmsgeek
@jillcol57100267

Top hashtags:
#michigan
#trumprally

Description:
Description
The graph represents a network of 430 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, 04 April 2022 at 00:41 UTC.

The requested start date was Monday, 04 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 13-day, 3-hour, 1-minute period from Monday, 21 March 2022 at 01:24 UTC to Sunday, 03 April 2022 at 04:26 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 : 430
Unique Edges : 644
Edges With Duplicates : 576
Total Edges : 1220
Number of Edge Types : 5
Mentions : 292
Replies to : 121
Retweet : 203
MentionsInRetweet : 603
Tweet : 1
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.0133928571428571
Reciprocated Edge Ratio : 0.026431718061674
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 430
Maximum Edges in a Connected Component : 1220
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.679481
Graph Density : 0.00492220957337236
Modularity : 0.446639
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 430 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, 04 April 2022 at 00:41 UTC.

The requested start date was Monday, 04 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 13-day, 3-hour, 1-minute period from Monday, 21 March 2022 at 01:24 UTC to Sunday, 03 April 2022 at 04:26 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.usatoday.com/story/opinion/2021/03/19/covering-up-nursing-home-covid-deaths-cuomo-whitmer-column/4723259001/
[2] https://www.michiganfarmnews.com/farmers-still-feeling-the-impacts-of-mdhhs-covid-testing-order
[2] https://twitter.com/GovWhitmer/status/1506272626775412741
[1] https://twitter.com/gretchenwhitmer/status/1510289946342481937
[1] https://twitter.com/stacyerwinoakes/status/1507350727450140676
[1] https://twitter.com/govwhitmer/status/1507111929134866441
[1] https://twitter.com/mi_republicans/status/1506365529832910852
[1] http://www.bls.gov
[1] https://twitter.com/ChadLivengood/status/1509180279189032962
[1] https://www.npr.org/sections/health-shots/2021/12/05/1059828993/data-vaccine-misinformation-trump-counties-covid-death-rate

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://twitter.com/ChadLivengood/status/1509180279189032962
[1] http://www.bls.gov
[1] https://twitter.com/gretchenwhitmer/status/1510289946342481937
[1] https://twitter.com/mi_republicans/status/1506365529832910852
[1] https://twitter.com/govwhitmer/status/1507111929134866441
[1] https://twitter.com/stacyerwinoakes/status/1507350727450140676
[1] https://tuckercarlson.com/
[1] https://www.freep.com/story/news/local/michigan/2022/03/16/whitmer-kidnap-trial-resume-after-covid-19-flareup/7063482001/
[1] https://twitter.com/Muh8675309/status/1509518376485502981

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

Top URLs in Tweet in G3:
[2] https://www.michiganfarmnews.com/farmers-still-feeling-the-impacts-of-mdhhs-covid-testing-order
[2] https://twitter.com/GovWhitmer/status/1506272626775412741
[1] https://www.npr.org/sections/health-shots/2021/12/05/1059828993/data-vaccine-misinformation-trump-counties-covid-death-rate
[1] https://twitter.com/govwhitmer/status/1508872740161339399
[1] https://twitter.com/Tori_Sachs/status/1505662495452770305
[1] https://twitter.com/misenate/status/1508486260624662531
[1] https://twitter.com/migop/status/1496866444784680967
[1] http://LickYourNeighborsFace.com
[1] https://med.stanford.edu/news/all-news/2021/09/surgical-masks-covid-19.html

Top URLs in Tweet in G4:
[1] https://www.nytimes.com/2022/03/31/opinion/covid-mandates-choices-anger.html

Top URLs in Tweet in G5:
[1] https://apnews.com/article/whitmer-kidnap-plot-trial-michigan-gretchen-whitmer-grand-rapids-adam-fox-e8578fe23c449cd68e09723c8e2f7c03
[1] https://www.foxnews.com/opinion/2020-covid-new-york-nursing-home-event-janice-dean

Top URLs in Tweet in G6:
[1] https://www.nih.gov/news-events/nih-research-matters/lasting-immunity-found-after-recovery-covid-19

Top URLs in Tweet in G7:
[1] https://www.forbes.com/sites/abrambrown/2021/07/29/gateway-pundit-election-vaccine-covid-misinformation-google/
[1] https://adfontesmedia.com/gateway-pundit-bias-and-reliability/
[1] https://mediabiasfactcheck.com/the-gateway-pundit/
[1] https://www.allsides.com/news-source/gateway-pundit
[1] https://www.mediamatters.org/gateway-pundit?page=8
[1] https://iffy.news/

Top URLs in Tweet in G9:
[1] https://www.statista.com/statistics/1169571/rate-nursing-home-resident-covid-deaths-by-state/?fbclid=IwAR3AbUZzmTYlyG7COEo0hf7WX2AGG2NErkU122DSE9zeWu9OknX1lsqGFrQ

Top Domains
Top Domains in Tweet in Entire Graph:
[16] twitter.com
[3] usatoday.com
[2] foxnews.com
[2] michiganfarmnews.com
[1] bls.gov
[1] npr.org
[1] nytimes.com
[1] freep.com
[1] justice.gov
[1] northjersey.com

Top Domains in Tweet in G1:
[9] twitter.com
[3] usatoday.com
[1] bls.gov
[1] tuckercarlson.com
[1] freep.com
[1] facebook.com
[1] wesh.com
[1] foxnews.com

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

Top Domains in Tweet in G3:
[6] twitter.com
[2] michiganfarmnews.com
[1] npr.org
[1] lickyourneighborsface.com
[1] stanford.edu

Top Domains in Tweet in G4:
[1] nytimes.com

Top Domains in Tweet in G5:
[1] apnews.com
[1] foxnews.com

Top Domains in Tweet in G6:
[1] nih.gov

Top Domains in Tweet in G7:
[1] forbes.com
[1] adfontesmedia.com
[1] mediabiasfactcheck.com
[1] allsides.com
[1] mediamatters.org
[1] iffy.news

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] michigan
[2] trumprally
[2] trumprallymi
[2] eldergenocide
[1] bidenflation
[1] covid_19
[1] neverforget
[1] politician
[1] lies
[1] covid



Top Hashtags in Tweet in G1:
[4] michigan
[2] trumprallymi
[2] trumprally
[1] bidenflation
[1] defundpolice
[1] washingtontownship
[1] maga
[1] covid_19
[1] neverforget
[1] covid

Top Hashtags in Tweet in G2:
[2] eldergenocide

Top Hashtags in Tweet in G3:
[1] migov
[1] firewhitmer
[1] nationalagricultureday
[1] retirewhitmer
[1] miched
[1] voteherout

Top Hashtags in Tweet in G5:
[1] geraldlmaatmanjr
[1] seyfarth
[1] itsallinclusive
[1] michigan
[1] nursing_homes

Top Words
Top Words in Tweet in Entire Graph:
[326] govwhitmer
[310] covid
[126] homes
[91] hi
[91] death
[90] senior
[88] janicedean
[88] govmurphy
[88] covering
[88] toll

Top Words in Tweet in G1:
[118] govwhitmer
[106] covid
[39] infrastructure
[39] apart
[37] tuckertoday
[37] michigan's
[37] failing
[36] falling
[36] ford
[36] leaving

Top Words in Tweet in G2:
[92] covid
[91] govwhitmer
[90] homes
[89] death
[87] janicedean
[87] hi
[87] govmurphy
[87] covering
[87] senior
[87] toll

Top Words in Tweet in G3:
[62] govwhitmer
[62] covid
[41] kids
[39] tori_sachs
[37] jobs
[37] communities
[36] locked
[36] classrooms
[36] destroyed
[36] tore

Top Words in Tweet in G4:
[2] dystateofmind
[2] repcohen
[2] rephankjohnson
[2] repteddeutch
[2] repjeffries
[2] davidcicilline
[2] tedlieu
[2] repraskin
[2] repjayapal

Top Words in Tweet in G5:
[9] covid
[7] govwhitmer
[4] 2020
[3] detroitnews
[3] edwritez
[3] trial
[3] misupremecourt
[3] decision
[3] knocked
[3] down

Top Words in Tweet in G6:
[3] local4news
[2] story
[2] lost
[2] between
[2] nih
[2] media
[2] fox2news
[2] fox2deena
[2] jaytowers
[2] wxyzalicia

Top Words in Tweet in G7:
[8] govwhitmer
[7] covid
[5] miattygen
[3] funding
[3] misenate
[2] tuebor1776
[2] investigate
[2] released
[2] mean
[2] using

Top Words in Tweet in G8:
[2] govwhitmer
[2] covid
[2] majority

Top Words in Tweet in G9:
[13] govwhitmer
[10] covid
[6] places
[6] ligma32
[5] smartvermin
[5] blame
[5] nursing
[5] homes
[5] jillcol57100267
[4] down

Top Words in Tweet in G10:
[5] govwhitmer
[5] ltgovgilchrist
[5] covid
[3] nancy3asi
[3] businesses
[2] uissodum
[2] robertgard13
[2] economy
[2] long
[2] keep

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[89] homes,covid
[88] hi,govmurphy
[88] govmurphy,covering
[88] covering,senior
[88] senior,death
[88] death,toll
[88] toll,buddies
[88] buddies,andrewcuomo
[88] andrewcuomo,govwhitmer
[88] govwhitmer,nj

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

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

Top Word Pairs in Tweet in G3:
[36] tori_sachs,govwhitmer
[36] govwhitmer,locked
[36] locked,kids
[36] kids,classrooms
[36] classrooms,destroyed
[36] destroyed,jobs
[36] jobs,tore
[36] tore,apart
[36] apart,communities
[36] communities,imported

Top Word Pairs in Tweet in G4:
[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 G5:
[3] trial,misupremecourt
[3] misupremecourt,2020
[3] 2020,decision
[3] decision,knocked
[3] knocked,down
[3] down,govwhitmer's
[3] govwhitmer's,covid
[3] covid,orders
[3] orders,seemed
[3] seemed,fire

Top Word Pairs in Tweet in G6:
[2] story,lost
[2] lost,between
[2] between,nih
[2] nih,media
[2] media,fox2news
[2] fox2news,fox2deena
[2] fox2deena,jaytowers
[2] jaytowers,local4news
[2] local4news,wxyzalicia

Top Word Pairs in Tweet in G7:
[3] govwhitmer,miattygen
[2] tuebor1776,govwhitmer
[2] covid,funding
[2] misenate,govwhitmer

Top Word Pairs in Tweet in G9:
[6] ligma32,govwhitmer
[5] nursing,homes
[4] covid,patients
[3] shut,down
[3] professorsam,govwhitmer
[3] smartvermin,ligma32
[3] jillcol57100267,ligma32
[3] patients,nursing
[2] latest,rush
[2] smartvermin,professorsam

Top Word Pairs in Tweet in G10:
[5] govwhitmer,ltgovgilchrist
[3] nancy3asi,govwhitmer
[2] robertgard13,nancy3asi

Top Replied-To
Top Replied-To in Entire Graph:
@govwhitmer
@smartvermin
@jillcol57100267
@michiganfreedom
@stevele34379022
@pignatellipatty
@pissondemocrats
@lauriet2021
@senmikeshirkey
@tori_sachs

Top Replied-To in G1:
@govwhitmer
@michiganfreedom
@pissondemocrats
@lauriet2021
@greentree2021
@tuckertoday
@depesteljenelle
@allenmajorovic
@dananessel
@rugerbncurtis

Top Replied-To in G2:
@govwhitmer
@govinslee

Top Replied-To in G3:
@govwhitmer
@pignatellipatty
@senmikeshirkey
@tori_sachs
@pszczepanski
@rubydeuxdetroit
@storie_maureen
@souixj
@migop
@carolinaguyyall

Top Replied-To in G4:
@dystateofmind

Top Replied-To in G5:
@davideggert00
@robertsnellnews
@gretchenwhitmer
@govwhitmer
@ingrid_jacques

Top Replied-To in G6:
@johnfmccarthy

Top Replied-To in G7:
@misunshine01
@lizmyer92247336
@bober_ti
@tuebor1776
@govwhitmer
@miattygen
@oppa64012829
@misenate

Top Replied-To in G8:
@crazycreep8
@realmarboy

Top Replied-To in G9:
@smartvermin
@jillcol57100267
@jordansbentaken
@dsharris14
@lovelakelife822

Top Replied-To in G10:
@uissodum
@robertgard13
@nancy3asi
@govwhitmer

Top Mentioned
Top Mentioned in Entire Graph:
@govwhitmer
@janicedean
@govmurphy
@andrewcuomo
@tori_sachs
@tuckertoday
@michiganfreedom
@gretchenwhitmer
@migop
@freep

Top Mentioned in G1:
@govwhitmer
@tuckertoday
@michiganfreedom
@dave_misbehave
@spicoli_69
@chiefjamescraig
@foxnation
@rugerbncurtis
@tori_sachs
@mills_chrisw

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

Top Mentioned in G3:
@govwhitmer
@tori_sachs
@gretchenwhitmer
@migop
@bwaydiva1
@freep
@pszczepanski
@souixj
@michiganfreedom
@misenate

Top Mentioned in G4:
@repcohen
@rephankjohnson
@repteddeutch
@repjeffries
@davidcicilline
@tedlieu
@repraskin
@repjayapal
@prof_kennedy
@dystateofmind

Top Mentioned in G5:
@govwhitmer
@detroitnews
@edwritez
@misupremecourt
@gretchenwhitmer
@potus
@speakerpelosi
@january6thcmte
@repjerrynadler
@reptedlieu

Top Mentioned in G6:
@local4news
@fox2news
@fox2deena
@jaytowers
@wxyzalicia
@govwhitmer
@wheeze1776
@wxyzdetroit
@cbsdetroit
@charlieleduff

Top Mentioned in G7:
@govwhitmer
@miattygen
@misenate
@tuebor1776
@aliciayvonnega1
@leighak76
@kensutemujin
@allies_of_n_o_e
@theprisonpost1

Top Mentioned in G8:
@govwhitmer
@pennylane2017
@jlhauter
@latestanonpress
@onetoughnerd
@sengarypeters
@senstabenow

Top Mentioned in G9:
@govwhitmer
@ligma32
@professorsam

Top Mentioned in G10:
@ltgovgilchrist
@govwhitmer
@nancy3asi
@robertgard13

Top Tweeters
Top Tweeters in Entire Graph:
@hrblock_21
@huffpost
@dcexaminer
@joannaprile
@foxnews
@lisaannega
@stx488
@reneedahl5
@nbcnews
@detroitnews

Top Tweeters in G1:
@dcexaminer
@ggrandmag73
@stephphilip8
@didikins4life
@spicoli_69
@lyellban
@equaljusticeall
@judyannaggie
@ellendeubner
@einsteinkaleath

Top Tweeters in G2:
@hrblock_21
@joannaprile
@lisaannega
@stx488
@reneedahl5
@kjpritchard4
@rollypoly31
@sabrinanc10
@matthew46956757
@hollybun2

Top Tweeters in G3:
@freep
@jc19p
@mrshhjones
@amywmigopteam
@crainsdetroit
@pszczepanski
@carolsm33801
@mellafinger
@karenlynne2828
@loccheadrick

Top Tweeters in G4:
@michaelbd
@prof_kennedy
@tedlieu
@repjayapal
@dleonhardt
@normeisen
@joaquincastrotx
@davidcicilline
@neal_katyal
@pramilajayapal

Top Tweeters in G5:
@huffpost
@detroitnews
@pauladrake
@wxyzdetroit
@misupremecourt
@davideggert00
@theblackcaucus
@repmaloney
@repswalwell
@ingrid_jacques

Top Tweeters in G6:
@foxnews
@nbcnews
@nbcnightlynews
@fox2news
@local4news
@cbsdetroit
@cnnbrk
@misterianzajac
@wxyzalicia
@jaytowers

Top Tweeters in G7:
@misunshine01
@bober_ti
@oppa64012829
@misenate
@deirgvanstein
@miattygen
@lizmyer92247336
@freespirit7326b
@kensutemujin
@candykiss318

Top Tweeters in G8:
@lauriemac916
@onetoughnerd
@sengarypeters
@crazycreep8
@senstabenow
@jlhauter
@pennylane2017
@realmarboy
@latestanonpress

Top Tweeters in G9:
@lovelakelife822
@dsharris14
@ligma32
@jillcol57100267
@professorsam
@smartvermin
@jordansbentaken

Top Tweeters in G10:
@ltgovgilchrist
@superthursday
@robertgard13
@uissodum
@l51929361
@nancy3asi


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