(corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer), Twitter, 10/11/2021 12:47:22 AM, 264264


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(corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer)_2021-10-10_17-41-28.xlsx
(corona OR virus OR covid) ("Gov MI" OR GovWhitmer)_2021-10-10_17-41-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 11, 2021
Short Description:
(corona OR virus OR covid) ("Gov MI" OR GovWhitmer) via NodeXL https://bit.ly/3Dz3alH
@govwhitmer
@mommyanela
@philrevard
@lindsayorourke
@wickedney
@mshda
@deaconfl1nt
@reppanita
@pasqualiba
@davidfromliveb1

Top hashtags:
#mibudget
#covidculttournament
#science

Description:
Description
The graph represents a network of 256 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 October 2021 at 00:41 UTC.

The requested start date was Monday, 11 October 2021 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 11-day, 3-hour, 6-minute period from Monday, 27 September 2021 at 08:23 UTC to Friday, 08 October 2021 at 11:30 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 : 256
Unique Edges : 318
Edges With Duplicates : 242
Total Edges : 560
Number of Edge Types : 5
Mentions : 245
Replies to : 133
Retweet : 46
MentionsInRetweet : 129
Tweet : 7
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.0254452926208651
Reciprocated Edge Ratio : 0.0496277915632754
Connected Components : 8
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 238
Maximum Edges in a Connected Component : 534
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.900956
Graph Density : 0.0061734068627451
Modularity : 0.502135
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 256 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 October 2021 at 00:41 UTC.

The requested start date was Monday, 11 October 2021 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 11-day, 3-hour, 6-minute period from Monday, 27 September 2021 at 08:23 UTC to Friday, 08 October 2021 at 11:30 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:
[6] 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
[4] https://www.clickondetroit.com/news/michigan/2020/09/01/report-michigans-covid-19-nursing-home-hub-plan-was-logical-and-appropriate-response/
[3] https://www.vox.com/2020/7/14/21323279/nursing-home-coronavirus-covid-deaths
[3] https://twitter.com/GovWhitmer/status/1443636488219119618
[2] https://www.detroitnews.com/restricted/?return=https:%2F%2Fwww.detroitnews.com%2Fstory%2Fnews%2Fpolitics%2F2021%2F08%2F24%2Fwhy-james-craig-didnt-like-covid-tickets-once-touted-detroit-police%2F5572256001%2F
[2] https://www.freep.com/story/news/politics/2021/09/29/whitmer-michigan-budget-covid-19-unconstitutional/5886692001/
[2] https://mailchi.mp/usarabradio/29-september-2021
[1] https://twitter.com/LivePDDave1/status/1446289183664865281
[1] https://scitechdaily.com/more-vaccinated-people-are-dying-of-covid-in-england-than-unvaccinated-heres-why/
[1] https://www.cnbc.com/2021/07/30/cdc-study-shows-74percent-of-people-infected-in-massachusetts-covid-outbreak-were-fully-vaccinated.html

Top URLs in Tweet in G1:
[1] https://twitter.com/LivePDDave1/status/1446289183664865281
[1] https://twitter.com/mlive/status/1445803589243375618
[1] https://fox11online.com/news/fox-11-investigates/fact-check-how-are-covid-19-deaths-counted-do-hospitals-get-money-for-covid-19-deaths
[1] https://nypost.com/2021/09/28/vaccinated-michigan-couple-die-of-covid-19-holding-hands/
[1] https://www.insider.com/texas-man-imprisoned-for-hoax-posts-of-sick-people-licking-groceries-2021-10
[1] https://www.nytimes.com/2021/10/04/briefing/covid-caseload-retreat-us-cases.html
[1] https://www.bridgemi.com/talent-education/covid-outbreaks-michigan-schools-already-8-times-higher-last-year?utm_source=Bridge+Michigan&utm_campaign=3e4c7aa77a-Bridge+Newsletter+10%2F05%2F2021&utm_medium=email&utm_term=0_c64a28dd5a-3e4c7aa77a-82539348
[1] https://www.wkar.org/wkar-news/2021-09-28/whitmer-to-veto-restrictions-on-local-government-covid-orders?utm_sq=guy43rjvjg
[1] https://twitter.com/StayHopeful16/status/1445038072224169985
[1] https://www.freep.com/story/news/politics/2021/09/29/whitmer-michigan-budget-covid-19-unconstitutional/5886692001/

Top URLs in Tweet in G2:
[1] https://www.theguardian.com/us-news/2021/oct/04/vaccination-cards-nurse-charged-stealing-selling-michigan-veterans-affairs

Top URLs in Tweet in G3:
[6] 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
[4] https://www.clickondetroit.com/news/michigan/2020/09/01/report-michigans-covid-19-nursing-home-hub-plan-was-logical-and-appropriate-response/
[3] https://www.vox.com/2020/7/14/21323279/nursing-home-coronavirus-covid-deaths
[2] https://www.detroitnews.com/restricted/?return=https:%2F%2Fwww.detroitnews.com%2Fstory%2Fnews%2Fpolitics%2F2021%2F08%2F24%2Fwhy-james-craig-didnt-like-covid-tickets-once-touted-detroit-police%2F5572256001%2F
[1] https://michiganadvance.com/2021/01/28/u-of-m-study-michigans-pre-holiday-restrictions-prevented-100k-covid-cases-2800-deaths/
[1] https://twitter.com/PhilRevard/status/1443283171106250752
[1] https://www.wxyz.com/news/local-news/investigations/craig-readies-to-enter-govs-race-says-he-has-evolved-on-covid-19-precautions
[1] https://thehill.com/homenews/administration/488031-trump-says-he-knew-coronavirus-was-a-pandemic-long-before-it-was
[1] https://apnews.com/article/archive-fact-checking-8747601697
[1] https://www.clickondetroit.com/news/local/2021/03/11/michigan-gov-whitmer-stands-by-covid-nursing-home-policy-amid-threats-of-legal-action/

Top URLs in Tweet in G4:
[1] https://scitechdaily.com/more-vaccinated-people-are-dying-of-covid-in-england-than-unvaccinated-heres-why/
[1] https://www.cnbc.com/2021/07/30/cdc-study-shows-74percent-of-people-infected-in-massachusetts-covid-outbreak-were-fully-vaccinated.html
[1] https://www.bbc.com/news/uk-wales-58680204
[1] https://www.news-medical.net/news/20210526/Intensity-and-duration-of-SARS-CoV-2-immunity-may-depend-on-ABO-blood-group.aspx
[1] http://vigiaccess.org/

Top URLs in Tweet in G5:
[1] https://twitter.com/GovWhitmer/status/1443636488219119618

Top URLs in Tweet in G8:
[2] https://mailchi.mp/usarabradio/29-september-2021

Top Domains
Top Domains in Tweet in Entire Graph:
[10] twitter.com
[7] mlive.com
[5] clickondetroit.com
[3] vox.com
[3] wxyz.com
[2] youtube.com
[2] detroitnews.com
[2] thehill.com
[2] freep.com
[2] mailchi.mp

Top Domains in Tweet in G1:
[3] twitter.com
[1] fox11online.com
[1] nypost.com
[1] insider.com
[1] nytimes.com
[1] bridgemi.com
[1] wkar.org
[1] freep.com
[1] thehill.com
[1] wxyz.com

Top Domains in Tweet in G2:
[1] theguardian.com

Top Domains in Tweet in G3:
[6] mlive.com
[5] clickondetroit.com
[3] vox.com
[2] detroitnews.com
[1] michiganadvance.com
[1] twitter.com
[1] wxyz.com
[1] thehill.com
[1] apnews.com
[1] freep.com

Top Domains in Tweet in G4:
[1] scitechdaily.com
[1] cnbc.com
[1] bbc.com
[1] news-medical.net
[1] vigiaccess.org

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G8:
[2] mailchi.mp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] mibudget
[3] covidculttournament
[2] science
[2] branchcovidian
[2] trumpabortiontreatment
[2] usarabradio
[2] mpc2021
[1] corruptdemocrats
[1] fuckthepoke
[1] help



Top Hashtags in Tweet in G1:
[4] mibudget
[1] corruptdemocrats
[1] fuckthepoke
[1] help
[1] miched
[1] mileg
[1] anybodybutwhitmer2022
[1] nigeriaat61
[1] october1st
[1] welldonemcsoobin

Top Hashtags in Tweet in G2:
[3] covidculttournament
[2] branchcovidian
[1] votefreedom2022

Top Hashtags in Tweet in G3:
[2] trumpabortiontreatment
[1] migoptroll
[1] donnydrano
[1] hypocrisyisasin

Top Hashtags in Tweet in G8:
[2] usarabradio

Top Hashtags in Tweet in G9:
[2] science

Top Words
Top Words in Tweet in Entire Graph:
[187] covid
[173] govwhitmer
[35] 19
[34] michigan
[32] vaccine
[23] miattygen
[20] virus
[20] fake
[19] people
[19] still

Top Words in Tweet in G1:
[70] govwhitmer
[56] covid
[13] 19
[12] potus
[11] vaccine
[10] michigan
[10] virus
[9] state
[9] people
[9] language

Top Words in Tweet in G2:
[25] covid
[22] miattygen
[19] selling
[19] cards
[19] dananessel
[18] heard
[18] pharmacist
[18] birmingham
[18] fake
[18] 300

Top Words in Tweet in G3:
[29] govwhitmer
[26] covid
[18] nmjbiapt
[14] nursing
[12] 19
[10] michigan
[10] home
[7] deaths
[6] migop
[6] below

Top Words in Tweet in G4:
[22] covid
[20] govwhitmer
[10] troopermoo
[10] vaccine
[7] immunity
[5] milliganz5
[5] lostsoulguy77
[4] vaccinated
[4] people
[4] 19

Top Words in Tweet in G5:
[11] 2020
[11] farmer
[11] markets
[11] nonessential
[11] nothing
[11] changed
[11] still
[11] covid
[11] small
[11] businesses

Top Words in Tweet in G6:
[8] govwhitmer
[8] covid
[4] throughtrust
[4] vaccine
[3] sure
[3] virus
[3] disappear
[3] make
[3] getting
[2] thebluefuturex

Top Words in Tweet in G7:
[4] govwhitmer
[3] covid
[3] whitmer
[3] gretchenwhitmer
[2] travontweets
[2] chiefjamescraig
[2] foxnews
[2] racism
[2] deaths

Top Words in Tweet in G8:
[4] vaccine
[3] govwhitmer
[3] health
[3] mdhhs_cme
[2] usarabradio
[2] campaign
[2] educate
[2] support
[2] efforts
[2] sponsored

Top Words in Tweet in G9:
[5] vaccinated
[3] govwhitmer
[3] mackinacbridge
[3] doesn
[3] mean
[3] spread
[3] covid
[2] fully
[2] wouldn
[2] call

Top Words in Tweet in G10:
[4] mandate
[4] schools
[3] govwhitmer
[3] mask
[3] covid
[2] ap
[2] markcavitt
[2] sure
[2] wish
[2] michigan

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] covid,19
[20] fake,covid
[18] heard,pharmacist
[18] pharmacist,birmingham
[18] birmingham,selling
[18] selling,fake
[18] covid,cards
[18] cards,300
[18] 300,fbi
[18] fbi,fbidetroit

Top Word Pairs in Tweet in G1:
[13] covid,19
[8] govwhitmer,potus
[5] govwhitmer,covid
[4] 19,vaccine
[4] planned,govwhitmer
[4] govwhitmer,veto
[4] veto,declare
[4] declare,unenforceable
[4] unenforceable,unconstitutional
[4] unconstitutional,#mibudget

Top Word Pairs in Tweet in G2:
[18] heard,pharmacist
[18] pharmacist,birmingham
[18] birmingham,selling
[18] selling,fake
[18] fake,covid
[18] covid,cards
[18] cards,300
[18] 300,fbi
[18] fbi,fbidetroit
[18] fbidetroit,miattygen

Top Word Pairs in Tweet in G3:
[16] nmjbiapt,govwhitmer
[12] covid,19
[10] nursing,home
[6] michigan,below
[6] below,national
[6] national,average
[6] average,nursing
[6] home,deaths
[6] deaths,covid
[4] nursing,homes

Top Word Pairs in Tweet in G4:
[5] milliganz5,govwhitmer
[5] lostsoulguy77,govwhitmer
[4] covid,19
[4] troopermoo,govwhitmer
[3] already,covid
[3] troopermoo,milliganz5
[2] immunity,those
[2] people,vaccinated
[2] usuncommonsense,lostsoulguy77
[2] 19,recovered

Top Word Pairs in Tweet in G5:
[11] 2020,farmer
[11] farmer,markets
[11] markets,nonessential
[11] nonessential,nothing
[11] nothing,changed
[11] changed,still
[11] still,covid
[11] covid,small
[11] small,businesses
[11] businesses,open

Top Word Pairs in Tweet in G6:
[4] throughtrust,govwhitmer
[2] thebluefuturex,chkipper1
[2] chkipper1,throughtrust
[2] misendems,govwhitmer
[2] vaccine,prevent
[2] prevent,getting
[2] getting,spreading
[2] spreading,covid
[2] make,covid
[2] covid,disappear

Top Word Pairs in Tweet in G7:
[3] govwhitmer,gretchenwhitmer
[2] travontweets,chiefjamescraig
[2] chiefjamescraig,foxnews
[2] foxnews,govwhitmer

Top Word Pairs in Tweet in G8:
[2] usarabradio,campaign
[2] campaign,educate
[2] educate,support
[2] support,vaccine
[2] vaccine,efforts
[2] efforts,sponsored
[2] sponsored,life
[2] life,relief
[2] relief,development
[2] development,michigan

Top Word Pairs in Tweet in G9:
[3] govwhitmer,mackinacbridge
[3] vaccinated,doesn
[3] doesn,mean
[2] fully,vaccinated
[2] vaccinated,wouldn
[2] wouldn,call
[2] call,myself
[2] myself,sheeple
[2] sheeple,booster
[2] booster,vaccinated

Top Word Pairs in Tweet in G10:
[3] mask,mandate
[2] ap,markcavitt
[2] markcavitt,govwhitmer
[2] govwhitmer,sure
[2] sure,wish
[2] wish,mask
[2] mandate,michigan
[2] michigan,schools
[2] schools,full
[2] full,kids

Top Replied-To
Top Replied-To in Entire Graph:
@govwhitmer
@nmjbiapt
@troopermoo
@thoughtmanifest
@lucciaorlucy
@frogkaufman
@tori_sachs
@warnke_steve
@bendyrider
@usuncommonsense

Top Replied-To in G1:
@govwhitmer
@thoughtmanifest
@tori_sachs
@bendyrider
@tigersfan6976
@moreawesomejt
@refactor123
@fnemecek
@teapainusa
@rightpedaldown

Top Replied-To in G2:
@govwhitmer
@cdbammer
@jessica_c_stage
@common_sense_yo

Top Replied-To in G3:
@nmjbiapt
@lucciaorlucy
@yadayad69324998
@topkek135
@tatme123
@wouldntyouknow1
@fearthereaper56
@walleyeman
@philrevard
@mikeram0402

Top Replied-To in G4:
@troopermoo
@usuncommonsense
@govwhitmer
@warnke_steve
@jakeevansgr
@bilbowest19
@squawk1200
@cjstangman
@gaybunnypup
@lostsoulguy77

Top Replied-To in G6:
@thebluefuturex
@throughtrust
@mpharns
@seanamccann
@govwhitmer
@misendems

Top Replied-To in G7:
@garyjenkin
@beedsel

Top Replied-To in G8:
@usarabradio
@michigancharts

Top Replied-To in G9:
@denisepknapp16
@katspjz
@randypauljr

Top Replied-To in G10:
@mattmurph24
@ap

Top Mentioned
Top Mentioned in Entire Graph:
@govwhitmer
@miattygen
@dananessel
@fbi
@fbidetroit
@mommyanela
@potus
@rugerbncurtis
@chiefjamescraig

Top Mentioned in G1:
@govwhitmer
@potus
@mihousedems
@meaonline
@jpughmi
@nygovcuomo
@michiganhhs
@vp
@phigmaoasis

Top Mentioned in G2:
@miattygen
@dananessel
@fbi
@fbidetroit
@mommyanela
@govwhitmer
@g
@gretchenwhitmer
@gavinnewsom

Top Mentioned in G3:
@govwhitmer
@migop
@charlieleduff
@nmjbiapt
@chiefjamescraig
@scrowder
@tatme123
@bobbyjoeybilly
@d4rkfx
@pontifex

Top Mentioned in G4:
@govwhitmer
@milliganz5
@lostsoulguy77
@troopermoo
@bilbowest19
@miattygen

Top Mentioned in G5:
@rugerbncurtis

Top Mentioned in G6:
@govwhitmer
@chkipper1
@throughtrust
@misendems

Top Mentioned in G7:
@govwhitmer
@gretchenwhitmer
@chiefjamescraig
@foxnews
@potus
@kamalaharris

Top Mentioned in G8:
@govwhitmer
@mdhhs_cme
@lifeforrelief

Top Mentioned in G9:
@govwhitmer
@mackinacbridge
@apackof2

Top Mentioned in G10:
@govwhitmer
@markcavitt
@michiganadvance
@pasqualiba
@ap

Top Tweeters
Top Tweeters in Entire Graph:
@mattmurph24
@wildwillow65
@dcexaminer
@mchovden1785
@foxnews
@jamesisaak2
@patamador1
@churchlady320
@ap
@reneedahl5

Top Tweeters in G1:
@orangezipple1
@greatkellyb
@teapainusa
@suzyqjinx
@kgopinion
@susanstayner
@luchg2
@nickfent
@pauls2236
@platinumheart

Top Tweeters in G2:
@wildwillow65
@jamesisaak2
@churchlady320
@saldino1234
@pecriel
@diogeneslamp0
@nancybi43927029
@bigheartedguy
@mimilu
@susan35763565

Top Tweeters in G3:
@tatme123
@philrevard
@wouldntyouknow1
@migop
@bobbyjoeybilly
@thebondbuyer
@ltgovgilchrist
@mikeram0402
@pontifex
@lucciaorlucy

Top Tweeters in G4:
@troopermoo
@gaybunnypup
@warnke_steve
@realfoodcures
@squawk1200
@cjstangman
@donnarooski
@milliganz5
@lostsoulguy77
@usuncommonsense

Top Tweeters in G5:
@reneedahl5
@jcpub19
@katnahat7
@zannerbee
@rugerbncurtis
@darwishshelby
@scoop1030
@timefortea07
@infguard04
@shasa_cat

Top Tweeters in G6:
@mpharns
@misendems
@seanamccann
@thebluefuturex
@chkipper1
@garrettcasper
@throughtrust
@xrp_lee
@usingforminecra

Top Tweeters in G7:
@foxnews
@beedsel
@therealpotus47
@kamalaharris
@garyjenkin
@gretchenwhitmer
@chiefjamescraig

Top Tweeters in G8:
@usarabradio
@rmsgeek
@lailaalhusini
@michigancharts
@lifeforrelief
@mdhhs_cme

Top Tweeters in G9:
@apackof2
@katspjz
@denisepknapp16
@randypauljr
@mackinacbridge
@lindsayorourke

Top Tweeters in G10:
@mattmurph24
@mchovden1785
@ap
@pasqualiba
@markcavitt
@michiganadvance