(corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer), Twitter, 8/9/2021 12:54:09 PM, 259836


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(corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer)_2021-08-08_17-41-28.xlsx
(corona OR virus OR covid) ("Gov MI" OR GovWhitmer)_2021-08-08_17-41-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 09, 2021
Short Description:
(corona OR virus OR covid) ("Gov MI" OR GovWhitmer) via NodeXL https://bit.ly/3fMmOky
@govwhitmer
@aterumi1
@commongroundtoo
@charles_gaba
@16po
@kjmpalermo
@njveghead
@politvidchannel
@bgresshrh
@philrevard

Top hashtags:
#michiganhater
#michigan
#covid

Description:
Description
The graph represents a network of 851 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, 09 August 2021 at 00:42 UTC.

The requested start date was Monday, 09 August 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 8-day, 7-hour, 49-minute period from Monday, 26 July 2021 at 03:43 UTC to Tuesday, 03 August 2021 at 11:32 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 : 851
Unique Edges : 1159
Edges With Duplicates : 1164
Total Edges : 2323
Number of Edge Types : 5
Replies to : 110
Mentions : 436
MentionsInRetweet : 1267
Retweet : 509
Tweet : 1
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.00350058343057176
Reciprocated Edge Ratio : 0.00697674418604651
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 850
Maximum Edges in a Connected Component : 2323
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.594417
Graph Density : 0.00237782539572821
Modularity : 0.431534
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 851 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, 09 August 2021 at 00:42 UTC.

The requested start date was Monday, 09 August 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 8-day, 7-hour, 49-minute period from Monday, 26 July 2021 at 03:43 UTC to Tuesday, 03 August 2021 at 11:32 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:
[8] https://michiganrisingaction.org/2021/07/28/whitmer-caught-breaking-own-covid-recommendation-again/
[1] https://twitter.com/search?q=I%20work%20on%20the%20COVID%20floor%20at%20my%20hospital.%20It%27s%20full.&src=typed_query&f=live
[1] https://www.dailymail.co.uk/news/article-9614407/Trump-says-CERTAIN-COVID-came-Wuhan-lab.html
[1] https://michigan.gov/MiMortgageRelief
[1] https://www.youtube.com/watch?v=OTZ-VreyRGM

[1] https://twitter.com/dustinpwalsh/status/1422293716983762944
[1] https://www.foxnews.com/media/trump-urges-all-americans-to-get-covid-vaccine-its-a-safe-vaccine
[1] https://twitter.com/kelleyforgov/status/1420518135086690306
[1] 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
[1] https://www.clickondetroit.com/news/michigan/2020/09/01/report-michigans-covid-19-nursing-home-hub-plan-was-logical-and-appropriate-response/

Top URLs in Tweet in G1:
[1] https://michigan.gov/MiMortgageRelief
[1] https://twitter.com/dustinpwalsh/status/1422293716983762944
[1] https://www.freep.com/story/news/health/2021/08/01/covid-19-surge-coming-whitmer-says-hands-tied/5427925001/
[1] https://www.freep.com/story/entertainment/2021/08/02/dave-chappelle-fillmore-detroit/5451255001/
[1] https://www.infectioncontroltoday.com/view/lambda-variant-of-covid-19-might-be-resistant-to-vaccines
[1] https://www.freep.com/story/news/local/michigan/2021/07/29/michigan-eviction-moratorium-ends/8012908002/
[1] http://www.msn.com/en-us/news/technology/white-tailed-deer-test-positive-for-covid-19-in-lab-studies/ar-BB1eVuLU?ocid=st
[1] https://michiganrisingaction.org/2021/07/28/whitmer-caught-breaking-own-covid-recommendation-again/
[1] https://www.freep.com/story/news/politics/2021/07/27/whitmer-michigan-affordable-housing/5384007001/
[1] https://covid.cdc.gov/covid-data-tracker/#county-view

Top URLs in Tweet in G3:
[1] https://www.dailymail.co.uk/news/article-9614407/Trump-says-CERTAIN-COVID-came-Wuhan-lab.html

Top URLs in Tweet in G4:
[1] https://www.youtube.com/watch?v=OTZ-VreyRGM

[1] https://twitter.com/ericcmartens1/status/1419063071952232451
[1] https://twitter.com/derricknaacp/status/1420095857064546308
[1] https://twitter.com/freep/status/1419970884270530575

Top URLs in Tweet in G5:
[1] https://www.msn.com/en-us/news/us/michigan-legislature-kills-law-whitmer-used-for-virus-rules/ar-AAMpjJt
[1] https://emhsd.maps.arcgis.com/apps/dashboards/ea9fb6d9caaa4937995113dbd5d0a87a
[1] https://twitter.com/mizthatch/status/1420099956581572608
[1] https://www.mlive.com/public-interest/2021/07/whitmer-proposes-100m-for-michigan-affordable-housing-projects-paid-by-covid-19-relief.html
[1] https://www.freep.com/story/news/local/michigan/2021/07/27/latest-10-winners-50-000-mi-shot-win-vaccine-lottery/5385420001/
[1] https://www.rawstory.com/republican-corruption/

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=8Gzcak5SbSg&feature=youtu.be

[1] https://twitter.com/matthewdmarsden/status/1420156291415265280
[1] https://twitter.com/JaniceDean/status/1418662954304692225
[1] https://republicandaily.net/2021/07/us-wont-investigate-governors-who-ordered-nursing-homes-to-accept-covid-positive-residents/

Top URLs in Tweet in G7:
[7] https://michiganrisingaction.org/2021/07/28/whitmer-caught-breaking-own-covid-recommendation-again/
[1] https://www.foxnews.com/media/trump-urges-all-americans-to-get-covid-vaccine-its-a-safe-vaccine
[1] https://www.bridgemi.com/michigan-health-watch/health-experts-shirkey-covid-herd-immunity-would-kill-30k-michigan
[1] https://michiganadvance.com/2021/01/28/u-of-m-study-michigans-pre-holiday-restrictions-prevented-100k-covid-cases-2800-deaths/
[1] 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.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
[1] https://twitter.com/kelleyforgov/status/1420518135086690306
[1] https://wwmt.com/news/coronavirus/cdc-expected-to-announce-vaccinated-people-in-surge-areas-should-wear-masks-indoors

Top URLs in Tweet in G9:
[1] https://twitter.com/GovWhitmer/status/1420419008600363014

Top Domains
Top Domains in Tweet in Entire Graph:
[11] twitter.com
[8] michiganrisingaction.org
[5] freep.com
[2] co.uk
[2] michigan.gov
[2] youtube.com
[2] mlive.com
[2] msn.com
[2] wordpress.com
[1] foxnews.com

Top Domains in Tweet in G1:
[4] freep.com
[2] michigan.gov
[1] twitter.com
[1] infectioncontroltoday.com
[1] msn.com
[1] michiganrisingaction.org
[1] cdc.gov

Top Domains in Tweet in G3:
[1] co.uk

Top Domains in Tweet in G4:
[3] twitter.com
[1] youtube.com

Top Domains in Tweet in G5:
[1] msn.com
[1] arcgis.com
[1] twitter.com
[1] mlive.com
[1] freep.com
[1] rawstory.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] youtube.com
[1] republicandaily.net

Top Domains in Tweet in G7:
[7] michiganrisingaction.org
[1] foxnews.com
[1] bridgemi.com
[1] michiganadvance.com
[1] clickondetroit.com
[1] mlive.com
[1] twitter.com
[1] wwmt.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] michiganhater
[4] michigan
[4] covid
[2] deltavariant
[2] gtfoh
[2] letmipeoplego
[2] loveisnottourism
[2] maskmandate
[1] marketing
[1] fraud



Top Hashtags in Tweet in G1:
[4] michiganhater
[2] michigan
[1] florida
[1] covid
[1] corruptdemocrats
[1] liberationnow
[1] letmipeoplego
[1] deltavariant
[1] maskmandate
[1] seniorkiller

Top Hashtags in Tweet in G3:
[2] loveisnottourism
[1] evictionmoratorium

Top Hashtags in Tweet in G4:
[2] michigan
[2] covid
[1] shiawassee
[1] covidscams
[1] whitmerrecall
[1] recallwhitmer
[1] impeachnessel
[1] ohio
[1] amyacton
[1] cera

Top Hashtags in Tweet in G5:
[1] govwhitmer
[1] stopthisinsanity
[1] votethemallout

Top Hashtags in Tweet in G6:
[1] covid_19
[1] delta
[1] vaccineswork
[1] pandemic
[1] masks
[1] merrickgarland
[1] garland
[1] resign
[1] nopeace

Top Hashtags in Tweet in G7:
[2] gtfoh
[1] deltavariant
[1] infrastructure

Top Hashtags in Tweet in G10:
[1] michiganhater

Top Words
Top Words in Tweet in Entire Graph:
[618] govwhitmer
[236] good
[235] federal
[235] politvidchannel
[234] kjmpalermo
[233] removed
[233] positions
[233] criminal
[232] co
[228] people

Top Words in Tweet in G1:
[261] govwhitmer
[215] people
[211] charles_gaba
[204] due
[201] mandates
[200] grasp
[200] impose
[200] masking
[200] public
[200] health

Top Words in Tweet in G2:
[235] govwhitmer
[233] politvidchannel
[233] good
[233] removed
[233] positions
[233] criminal
[233] federal
[232] kjmpalermo
[232] co
[2] charles_gaba

Top Words in Tweet in G3:
[8] potus
[8] govwhitmer
[5] senschumer
[5] speakerpelosi
[5] flotus
[4] cherylej0806
[4] whcos
[4] presssec
[4] covid
[3] gop

Top Words in Tweet in G4:
[10] govwhitmer
[6] covid
[5] dananessel
[2] #michigan
[2] jocelynbenson
[2] lot
[2] right
[2] leader
[2] pressure
[2] #covid

Top Words in Tweet in G5:
[25] covid
[23] govwhitmer
[9] numbers
[7] migop
[7] mdhhs_cme
[7] mizthatch
[7] hospital
[7] today
[7] low
[6] 19

Top Words in Tweet in G6:
[16] nygovcuomo
[14] covid
[12] investigate
[10] govwhitmer
[9] deaths
[8] thejusticedept
[8] declined
[8] related
[8] york
[8] michigan

Top Words in Tweet in G7:
[22] govwhitmer
[21] covid
[12] mirisingaction
[7] caught
[7] breaking
[7] recommendation
[7] again
[6] michigan
[5] nursing
[4] safe

Top Words in Tweet in G8:
[22] covid
[12] parents
[11] remember
[11] visit
[11] grandparents
[11] give
[11] actual
[11] patients
[10] njveghead
[10] coul

Top Words in Tweet in G9:
[9] awakenotwoke17
[9] tell
[9] without
[9] telling
[9] tanked
[9] states
[9] economy
[9] billions
[9] covid
[9] relief

Top Words in Tweet in G10:
[8] business
[4] hear
[4] michigan
[4] owners
[4] eradicated
[4] put
[4] extinction
[4] rugerbncurtis
[3] govwhitmer
[3] covid

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[234] kjmpalermo,politvidchannel
[233] politvidchannel,good
[233] good,govwhitmer
[233] govwhitmer,removed
[233] removed,positions
[233] positions,criminal
[233] criminal,federal
[232] federal,co
[203] masking,public
[202] people,grasp

Top Word Pairs in Tweet in G1:
[200] people,grasp
[200] grasp,govwhitmer
[200] govwhitmer,impose
[200] impose,masking
[200] masking,public
[200] public,health
[200] health,mandates
[200] mandates,statewide
[200] statewide,anymore
[200] anymore,due

Top Word Pairs in Tweet in G2:
[233] politvidchannel,good
[233] good,govwhitmer
[233] govwhitmer,removed
[233] removed,positions
[233] positions,criminal
[233] criminal,federal
[232] kjmpalermo,politvidchannel
[232] federal,co
[2] charles_gaba,people
[2] people,grasp

Top Word Pairs in Tweet in G3:
[4] cherylej0806,potus
[4] potus,whcos
[4] whcos,flotus
[4] flotus,presssec
[4] presssec,speakerpelosi
[4] speakerpelosi,senschumer
[4] senschumer,govwhitmer
[2] ao43799819,achristianvet
[2] achristianvet,mlong2872
[2] mlong2872,jesster62203870

Top Word Pairs in Tweet in G4:
[2] jocelynbenson,dananessel

Top Word Pairs in Tweet in G5:
[6] covid,19
[6] hospital,provided
[6] provided,rationale
[6] rationale,today
[6] today,covid
[6] covid,patient
[6] patient,numbers
[6] numbers,community
[6] community,low
[6] low,don

Top Word Pairs in Tweet in G6:
[8] thejusticedept,declined
[8] declined,investigate
[8] investigate,covid
[8] covid,related
[8] related,deaths
[8] deaths,york
[8] york,michigan
[8] michigan,nygovcuomo
[7] nygovcuomo,govwhitmer
[4] nursing,homes

Top Word Pairs in Tweet in G7:
[12] mirisingaction,govwhitmer
[7] govwhitmer,caught
[7] caught,breaking
[7] breaking,covid
[7] covid,recommendation
[7] recommendation,again
[4] hawaii143,mirisingaction
[3] nursing,homes
[2] covid,cases
[2] govwhitmer,#gtfoh

Top Word Pairs in Tweet in G8:
[11] remember,visit
[11] visit,parents
[11] parents,grandparents
[11] grandparents,give
[11] give,covid
[11] covid,actual
[11] actual,covid
[11] covid,patients
[10] njveghead,remember
[10] patients,coul

Top Word Pairs in Tweet in G9:
[9] tell,without
[9] without,telling
[9] telling,tanked
[9] tanked,states
[9] states,economy
[9] economy,billions
[9] billions,covid
[9] covid,relief
[8] awakenotwoke17,tell
[8] relief,bu

Top Word Pairs in Tweet in G10:
[4] hear,michigan
[4] michigan,business
[4] business,owners
[4] owners,business
[4] business,eradicated
[4] eradicated,put
[4] put,extinction
[3] rugerbncurtis,hear
[3] extinction,gov
[2] using,covid

Top Replied-To
Top Replied-To in Entire Graph:
@govwhitmer
@mi_astronauta
@nick_ponton
@migop
@migovernment
@cherylej0806
@lpmi
@aissamomar
@hawaii143
@territhom4

Top Replied-To in G1:
@govwhitmer
@mi_astronauta
@territhom4
@joejack95970942
@nomocorono
@marciabunney
@charles_gaba
@chkipper1
@simiangiudice
@springy06420703

Top Replied-To in G2:
@politvidchannel

Top Replied-To in G3:
@cherylej0806
@ao43799819
@govwhitmer
@flotus

Top Replied-To in G4:
@amyathatcher
@govwhitmer
@combat__covid
@jchrthomas
@kimberly_jurado

Top Replied-To in G5:
@migop
@migovernment
@govwhitmer
@studeba
@udontgetaccess1
@senpolehanki
@freep
@misenate
@mizthatch
@mandyrusk1

Top Replied-To in G6:
@maclark71772093
@stevedeaceshow
@civilrights
@nytimes

Top Replied-To in G7:
@hawaii143
@govwhitmer
@marley20278163
@mirisingaction
@marinuccimatt
@elliethegreat5
@7cantscriptthis
@philrevard
@ernielittle

Top Replied-To in G9:
@awakenotwoke17

Top Replied-To in G10:
@mamaamy16
@rugerbncurtis

Top Mentioned
Top Mentioned in Entire Graph:
@govwhitmer
@politvidchannel
@kjmpalermo
@charles_gaba
@nygovcuomo
@mirisingaction
@potus
@njveghead
@awakenotwoke17
@thejusticedept

Top Mentioned in G1:
@govwhitmer
@charles_gaba
@marciabunney
@misendems
@neoavatara
@nomocorono
@pannlewis44
@skydiver2021
@joejack95970942
@midifs

Top Mentioned in G2:
@govwhitmer
@kjmpalermo
@politvidchannel
@charles_gaba
@migop
@migovernment
@gop

Top Mentioned in G3:
@potus
@govwhitmer
@senschumer
@speakerpelosi
@whcos
@flotus
@presssec
@achristianvet
@mlong2872
@jesster62203870

Top Mentioned in G4:
@govwhitmer
@dananessel
@jocelynbenson
@govmikedewine
@vp
@maddow
@hhsgov
@potus
@cdcgov
@senronjohnson

Top Mentioned in G5:
@govwhitmer
@mdhhs_cme
@mizthatch
@michiganhhs
@mdhhs_director
@migop
@misenate
@freep
@gop
@mi_republicans

Top Mentioned in G6:
@nygovcuomo
@govwhitmer
@thejusticedept
@minnesotaminers
@patriciahammes2
@tomwolfpa
@dojph
@fbi
@livepddave1
@catturd2

Top Mentioned in G7:
@govwhitmer
@mirisingaction
@gretchenwhitmer
@michigandot
@numbers_truth
@hawaii143
@ltgovgilchrist
@greendunkin
@travontweets
@raywert

Top Mentioned in G8:
@njveghead
@govmurphy
@andrewcuomo
@govwhitmer

Top Mentioned in G9:
@awakenotwoke17
@govwhitmer

Top Mentioned in G10:
@govwhitmer
@rugerbncurtis
@gov
@repmeijer
@skydiver2021

Top Tweeters
Top Tweeters in Entire Graph:
@mattmurph24
@solutioneer72
@kat4obama
@profsunnysingh
@lllwry
@joanisparkles
@hockeyfangirl12
@adekleine
@walmart
@janesepmeier

Top Tweeters in G1:
@mattmurph24
@solutioneer72
@kat4obama
@profsunnysingh
@hockeyfangirl12
@docrocktex26
@rrnunez
@drseid
@avonan
@marciabunney

Top Tweeters in G2:
@lllwry
@joanisparkles
@adekleine
@janesepmeier
@antarianrani
@marijodeleon
@miamidecor
@buttlersue
@locou9
@montpellier21

Top Tweeters in G3:
@nypost
@washtimes
@cherylej0806
@twitchyteam
@soledadobrien
@wayne36875880
@gop
@usarmy
@aterumi1
@whitchmi

Top Tweeters in G4:
@wistatejournal
@kcstar
@nytopinion
@joyannreid
@stltoday
@chrislhayes
@postopinions
@treebiology
@charlesmblow
@amyathatcher

Top Tweeters in G5:
@freep
@mlive
@catenigma
@momislazy11
@shelly2161
@sandnseaor
@jol_ive
@misupremecourt
@migovernment
@migop

Top Tweeters in G6:
@cnbc
@nytimes
@washingtonpost
@cnn
@msnbc
@wefishhm70
@minnesotaminers
@patriciahammes2
@moniera1
@livepddave1

Top Tweeters in G7:
@mdot_metrodet
@anonloomom
@philrevard
@wouldntyouknow1
@numbers_truth
@raywert
@michigandot
@drewdbrandt
@darwishshelby
@travontweets

Top Tweeters in G8:
@bobprodus
@gwen_healy
@govmurphy
@maxiner2911
@dmcrazmatic
@janet66634710
@paulaco51119295
@marsali23
@njveghead
@gardenblue4

Top Tweeters in G9:
@k1erry
@patdugan
@theresamaurer2
@gabelincoln16
@homelessliberal
@awakenotwoke17
@bgresshrh
@jackeva23100362
@jimspiker
@gefranco32

Top Tweeters in G10:
@doctorsekzi
@araffbrab
@rugerbncurtis
@jenn2__
@djmeiho63
@gov
@mamaamy16
@repmeijer


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