(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine), Twitter, 10/11/2021 12:42:21 AM, 264263


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(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine)_2021-10-10_17-27-30.xlsx
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine)_2021-10-10_17-27-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 11, 2021
Short Description:
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine) via NodeXL https://bit.ly/3mMmxRw
@govmikedewine
@jeannine_bartel
@onahunttoday
@thomas08072966
@thebossmom78
@lionessarising4
@sharonlov5
@seccardona
@lynchem1
@yojojomo

Top hashtags:
#covid_19

Description:
Description
The graph represents a network of 523 Twitter users whose tweets in the requested range contained "(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine)", 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 00:27 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, 1-hour, 43-minute period from Monday, 27 September 2021 at 10:28 UTC to Friday, 08 October 2021 at 12:11 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 : 523
Unique Edges : 1067
Edges With Duplicates : 817
Total Edges : 1884
Number of Edge Types : 5
Mentions : 837
Replies to : 200
MentionsInRetweet : 642
Retweet : 198
Tweet : 7
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0122038765254846
Reciprocated Edge Ratio : 0.024113475177305
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 517
Maximum Edges in a Connected Component : 1877
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.948933
Graph Density : 0.00516472165446913
Modularity : 0.506335
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 523 Twitter users whose tweets in the requested range contained "(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine)", 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 00:27 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, 1-hour, 43-minute period from Monday, 27 September 2021 at 10:28 UTC to Friday, 08 October 2021 at 12:11 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 Ohio%22 OR GovMikeDEWine)
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://apnews.com/article/election-2020-virus-outbreak-joe-biden-donald-trump-columbus-fc038266021cfa642b462997868d857b
[3] https://www.vindy.com/opinion/david-skolnick/2021/10/scholarship-gimmick-poor-idea/
[3] https://abcnews.go.com/Health/ohio-health-care-workers-warn-astronomical-covid-19/story?id=80309375
[2] https://www.factcheck.org/2021/09/scicheck-instagram-post-missing-context-about-israeli-study-on-covid-19-natural-immunity/
[2] https://ohiovax2school.com/
[2] https://coronavirus.ohio.gov/
[2] https://www.cleveland.com/coronavirus/2021/09/ohio-among-worst-states-for-kids-hospitalized-with-covid-19-9-have-died-during-pandemic.html
[2] https://www.wkyc.com/amp/article/news/health/coronavirus/coronavirus-numbers/coronavirus-ohio-updates/95-e2faeb56-d02a-443a-bcdb-141f2c7fafe8?__twitter_impression=true
[1] https://www.mcgill.ca/oss/article/covid-19-critical-thinking-health/dont-fall-vaers-scare-tactic
[1] https://twitter.com/kgfreestate/status/1446116004543688707?s=21

Top URLs in Tweet in G1:
[3] https://apnews.com/article/election-2020-virus-outbreak-joe-biden-donald-trump-columbus-fc038266021cfa642b462997868d857b
[3] https://www.vindy.com/opinion/david-skolnick/2021/10/scholarship-gimmick-poor-idea/
[2] https://ohiovax2school.com/
[2] https://www.factcheck.org/2021/09/scicheck-instagram-post-missing-context-about-israeli-study-on-covid-19-natural-immunity/
[2] https://coronavirus.ohio.gov/
[2] https://www.cleveland.com/coronavirus/2021/09/ohio-among-worst-states-for-kids-hospitalized-with-covid-19-9-have-died-during-pandemic.html
[1] https://www.newsbreakapp.com/n/0cISK2CG?s=a2&share_destination_id=Nzc2ODIzOTktMTYzMzYzOTcxMjU4OA==&pd=05FwjvBW&hl=en_US
[1] https://www.newsbreakapp.com/n/0cJLYAoH?s=a2&share_destination_id=Nzc2ODIzOTktMTYzMzYzOTY0OTA5Mg==&pd=05FwjvBW&hl=en_US
[1] https://www.youtube.com/watch?v=vKPu_X2aZRE&feature=youtu.be

[1] https://twitter.com/jakenbakerx/status/1445940923473530880

Top URLs in Tweet in G2:
[3] https://abcnews.go.com/Health/ohio-health-care-workers-warn-astronomical-covid-19/story?id=80309375
[1] https://twitter.com/govmikedewine/status/1443948854542430211
[1] https://twitter.com/ToothFairyOH/status/1444836691697717249
[1] https://www.cincinnati.com/story/news/2021/10/04/covid-19-who-if-anyone-enforces-school-quarantines-ohio/5946785001/
[1] https://twitter.com/lynchem1/status/1442835866016231430
[1] https://www.pbs.org/newshour/education/cdc-studies-show-masks-lessen-school-outbreaks
[1] https://twitter.com/Tylerjoelb/status/1445488311296880641
[1] https://twitter.com/tylerjoelb/status/1445486442260488195
[1] https://twitter.com/ByeRobPortman/status/1444734609435021321
[1] https://twitter.com/clevelanddotcom/status/1444271713810853898

Top URLs in Tweet in G4:
[1] https://www.fatherly.com/news/the-hidden-us-covid-19-pandemic-orphaned-children/amp/
[1] https://twitter.com/mmpadellan/status/1443265650374418435
[1] https://twitter.com/jake_zuckerman/status/1443283513818578947
[1] https://twitter.com/JoshRultNews/status/1443284998036000772
[1] https://twitter.com/EpochTimes/status/1442978684617429006

Top URLs in Tweet in G5:
[1] https://twitter.com/librarygirlkami/status/1446113269505093634?s=21
[1] https://twitter.com/kgfreestate/status/1446116004543688707?s=21
[1] https://twitter.com/GovMikeDeWine/status/1437855541498372102
[1] https://abcnews.go.com/Health/american-tragedy-covid-death-toll-tops-700000/story?id=80303622
[1] https://arstechnica.com/science/2021/09/as-florida-punishes-schools-study-finds-masks-cut-school-covid-outbreaks-3-5x/
[1] https://thefederalist.com/2021/09/24/desantis-secures-3000-more-covid-treatments-for-florida-after-biden-cut-back-distribution-to-red-states/

Top URLs in Tweet in G7:
[1] https://twitter.com/jimrenacci/status/1445116546762825732

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] covid_19
[4] voteblue2022
[3] covid
[3] trump
[3] covid19
[3] ohio
[3] ohiovax2school
[2] newsbreak
[2] republicansaretheproblem
[2] covid19ohioready



Top Hashtags in Tweet in G1:
[3] ohiovax2school
[3] trump
[2] newsbreak
[2] covid
[2] covid19ohioready
[2] covid19
[2] stayhomeohio
[1] naturalimmunity
[1] covid_19
[1] qanoncult

Top Hashtags in Tweet in G2:
[7] covid_19
[4] voteblue2022
[1] ohiohatesourkids
[1] delusionaldon
[1] factsmatter
[1] ohiolackingleadership
[1] deadohioans
[1] ohio
[1] unmaskourchildren

Top Hashtags in Tweet in G3:
[1] covid
[1] gopdeathcult
[1] abbottmustgo
[1] abbottfailedtexasagain
[1] wearamask
[1] resign
[1] hypocritegreg
[1] beto

Top Hashtags in Tweet in G5:
[2] republicansaretheproblem
[1] covidiots
[1] ohio

Top Hashtags in Tweet in G7:
[1] primarydewin

Top Words
Top Words in Tweet in Entire Graph:
[348] govmikedewine
[304] covid
[140] ohio
[70] children
[54] gregabbott_tx
[53] govkemp
[53] govstitt
[53] dougducey
[52] txdps
[52] texasguard

Top Words in Tweet in G1:
[127] govmikedewine
[101] covid
[41] ohio
[20] 19
[16] children
[15] people
[15] vaccinated
[14] vaccine
[13] state
[13] 15

Top Words in Tweet in G2:
[84] govmikedewine
[74] covid
[63] ohio
[49] children
[42] ohiogop
[37] lynchem1
[37] jeannine_bartel
[32] ohdeptofhealth
[32] huge
[32] problem

Top Words in Tweet in G3:
[54] gregabbott_tx
[53] govkemp
[53] govstitt
[53] govmikedewine
[53] dougducey
[52] txdps
[52] texasguard
[52] kimreynoldsia
[52] governorgordon
[52] govricketts

Top Words in Tweet in G4:
[13] govmikedewine
[12] covid
[7] ohio
[4] deaths
[3] yost4ohio
[3] those
[3] senrobportman
[3] foxnews
[3] abc
[3] cnn

Top Words in Tweet in G5:
[26] govmikedewine
[19] covid
[14] kids
[12] ohio
[7] people
[7] mikedewine
[6] karenissuper
[6] joingles
[5] don
[4] 10

Top Words in Tweet in G6:
[18] eternityecho1
[18] clevelandclinic
[18] ohiosenategop
[18] govmikedewine
[7] covid
[6] darkwinter2022
[6] nieceâ
[6] boyfriend
[6] received
[6] letter

Top Words in Tweet in G7:
[16] covid
[15] flu
[14] nationwidekids
[14] child
[14] more
[13] thebossmom78
[13] acknowledges
[13] indistinguishable
[13] except
[3] govmikedewine

Top Words in Tweet in G8:
[4] covid
[4] make
[3] jim_jordan
[3] govmikedewine
[2] yojojomo
[2] vaccinated
[2] infected
[2] transmit
[2] unvaxxed
[2] workers

Top Words in Tweet in G9:
[9] covid
[8] odrc
[8] trumbull
[6] ohio
[5] govmikedewine
[5] people
[4] until
[4] friday
[4] 10
[4] 21

Top Words in Tweet in G10:
[7] govmikedewine
[4] danberries123
[4] virus
[3] covid
[3] epidemiologist
[2] dominos20076133
[2] follow
[2] actual
[2] info
[2] larry70058195

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[52] gregabbott_tx,govkemp
[52] govkemp,govstitt
[52] govstitt,govmikedewine
[52] govmikedewine,txdps
[52] txdps,texasguard
[52] texasguard,kimreynoldsia
[52] kimreynoldsia,dougducey
[51] dougducey,governorgordon
[51] governorgordon,govricketts
[41] covid,19

Top Word Pairs in Tweet in G1:
[19] covid,19
[11] year,old
[10] 15,year
[7] lynchem1,govmikedewine
[7] govmikedewine,ohdeptofhealthâ
[7] ohdeptofhealthâ,ohrgopcaucusâ
[7] ohrgopcaucusâ,ohiosenategopâ
[7] ohiosenategopâ,endangered
[7] endangered,children
[7] children,passing

Top Word Pairs in Tweet in G2:
[32] govmikedewine,ohdeptofhealth
[32] ohiogop,under
[32] under,lack
[32] lack,leadership
[32] leadership,morals
[32] morals,failed
[32] failed,children
[31] ohio,huge
[31] huge,problem
[31] problem,ohiogop

Top Word Pairs in Tweet in G3:
[52] gregabbott_tx,govkemp
[52] govkemp,govstitt
[52] govstitt,govmikedewine
[52] govmikedewine,txdps
[52] txdps,texasguard
[52] texasguard,kimreynoldsia
[52] kimreynoldsia,dougducey
[51] dougducey,governorgordon
[51] governorgordon,govricketts
[39] govricketts,govgianforte

Top Word Pairs in Tweet in G4:
[3] ohio,govmikedewine
[2] lonewolf3843,quiltmaker49
[2] quiltmaker49,yost4ohio
[2] yost4ohio,govmikedewine
[2] k12,aces
[2] covid,19
[2] govmikedewine,ltgovhusted
[2] ltgovhusted,cleveland
[2] cleveland,spectrumnews1oh
[2] spectrumnews1oh,foxnews

Top Word Pairs in Tweet in G5:
[4] govmikedewine,ohschoolsafety
[4] ohschoolsafety,oheducation
[4] oheducation,ohiomhas
[4] govmikedewine,mikedewine
[3] matthuffman1,ohiosenategop
[3] ohio,covid
[3] karenissuper,mikedewine
[3] mikedewine,joingles
[3] joingles,hey
[3] hey,karenissuper

Top Word Pairs in Tweet in G6:
[18] clevelandclinic,ohiosenategop
[18] ohiosenategop,govmikedewine
[9] eternityecho1,clevelandclinic
[6] eternityecho1,darkwinter2022
[6] darkwinter2022,clevelandclinic
[6] govmikedewine,nieceâ
[6] nieceâ,boyfriend
[6] boyfriend,received
[6] received,letter
[5] beekind4ever,eternityecho1

Top Word Pairs in Tweet in G7:
[13] thebossmom78,nationwidekids
[13] nationwidekids,acknowledges
[13] acknowledges,covid
[13] covid,flu
[13] flu,indistinguishable
[13] indistinguishable,except
[13] except,child
[13] child,more
[2] govmikedewine,ohdeptofhealth

Top Word Pairs in Tweet in G8:
[2] vaccinated,infected
[2] infected,transmit
[2] transmit,covid
[2] covid,unvaxxed
[2] unvaxxed,workers
[2] workers,being
[2] being,fired
[2] fired,make
[2] make,make
[2] make,sense

Top Word Pairs in Tweet in G9:
[4] odrc,until
[4] until,friday
[4] friday,10
[4] 10,21
[4] 21,move
[4] move,conley
[4] conley,a648487
[4] a648487,trumbull
[4] trumbull,correctional
[4] correctional,suing

Top Word Pairs in Tweet in G10:
[4] danberries123,govmikedewine
[2] covid,follow
[2] larry70058195,danberries123
[2] chrismatetic,danberries123

Top Replied-To
Top Replied-To in Entire Graph:
@govmikedewine
@gregabbott_tx
@tylerjoelb
@lynchem1
@eternityecho1
@ohiovax2school
@byerobportman
@speakercupp
@lonewolf3843
@ohio

Top Replied-To in G1:
@govmikedewine
@ohiovax2school
@tylerjoelb
@byerobportman
@dekerevolknoss
@franklin_graham
@b52malmet
@amodiomatt
@rva_dave
@mroose97

Top Replied-To in G2:
@govmikedewine
@tylerjoelb
@lynchem1
@jeannine_bartel
@cathyjoegpt
@6shot38special
@therecount
@davidpepper

Top Replied-To in G3:
@gregabbott_tx
@djt_realpotus
@bblock29
@officialmalinda
@rldaug
@mcmcmc0103
@texasbluebloods
@packerpoppa
@annasm1105
@wilmadickfit6

Top Replied-To in G4:
@lonewolf3843
@ohio
@govmikedewine
@judithindayton
@butlersheriff

Top Replied-To in G5:
@govmikedewine
@speakercupp
@jraeruns
@superyofohio
@dharkreign
@lionessarising4
@mgonidakis
@feedingtubepaul
@karenissuper
@kerrylorkovic

Top Replied-To in G6:
@eternityecho1
@carrie_benton
@imnotshocked58
@scambusterr
@jacksontheroux

Top Replied-To in G7:
@mikedewine
@thebossmom78

Top Replied-To in G8:
@restingtwitface
@yojojomo

Top Replied-To in G9:
@govmikedewine

Top Replied-To in G10:
@dominos20076133
@larry70058195
@chrismatetic
@fsufan2626

Top Mentioned
Top Mentioned in Entire Graph:
@govmikedewine
@govstitt
@dougducey
@govkemp
@txdps
@texasguard
@kimreynoldsia
@governorgordon
@govricketts
@ohiogop

Top Mentioned in G1:
@govmikedewine
@byerobportman
@osuwexmed
@lynchem1
@ltgovhusted
@ohiovax2school
@ohnationalguard

Top Mentioned in G2:
@govmikedewine
@ohiogop
@jeannine_bartel
@lynchem1
@ohdeptofhealth
@ohrgopcaucus
@ohiosenategop
@tylerjoelb
@byerobportman
@judithindayton

Top Mentioned in G3:
@govstitt
@govmikedewine
@dougducey
@govkemp
@txdps
@texasguard
@kimreynoldsia
@governorgordon
@govricketts
@govgianforte

Top Mentioned in G4:
@govmikedewine
@yost4ohio
@senrobportman
@foxnews
@abc
@cnn
@quiltmaker49
@reptimryan
@ltgovhusted
@cleveland

Top Mentioned in G5:
@govmikedewine
@mikedewine
@ohschoolsafety
@oheducation
@ohiomhas
@matthuffman1
@joeblystone22
@ohiosenategop
@joingles
@scott_wiggam

Top Mentioned in G6:
@clevelandclinic
@ohiosenategop
@govmikedewine
@eternityecho1
@darkwinter2022
@beekind4ever
@imnotshocked58
@celeste02428022
@ohioyallers
@carrie_benton

Top Mentioned in G7:
@nationwidekids
@thebossmom78
@govmikedewine
@ohdeptofhealth
@jimrenacci
@ohiogop
@clewandowski_
@donaldjtrumpjr

Top Mentioned in G8:
@jim_jordan
@govmikedewine
@nbsaphiermd
@martymakary
@randpaul
@tuckercarlson
@ingrahamangle
@yojojomo
@emeraldrobinson

Top Mentioned in G9:
@usarmy
@usairforce
@usnavy
@usmc
@frandewine
@flotus
@ohioood
@ohioc2c
@wilberforce_u
@centralstate87

Top Mentioned in G10:
@govmikedewine
@danberries123
@librarygirlkami
@escapethematr15
@bweiner59

Top Tweeters
Top Tweeters in Entire Graph:
@openletterbot
@onahunttoday
@deathtocrazy
@tyberzannxxxx
@huffpost
@avonan
@winterthur
@teetweetshere
@cathyjoegpt
@nakesha_horsey

Top Tweeters in G1:
@openletterbot
@winterthur
@bonbee81
@b52malmet
@crazymomma007
@jamijturner
@sunflowersoul71
@sobecharly
@dongulfo
@leesgirl9

Top Tweeters in G2:
@deathtocrazy
@avonan
@cathyjoegpt
@nakesha_horsey
@pambevis
@realfacade1
@foxbusiness
@jeaniehorine
@gkjill
@davidpepper

Top Tweeters in G3:
@zunndraii
@spot_martha
@packerpoppa
@deb79425469
@bblock29
@bluetx2022
@briscoeny
@lorrieirbyj
@elastigirlvotes
@heidiomahony

Top Tweeters in G4:
@onahunttoday
@huffpost
@cnbc
@foxnews
@nypost
@abc
@cnn
@wsj
@wkyc
@washtimes

Top Tweeters in G5:
@teetweetshere
@kirby828
@marvajudd
@melissa03295697
@feedingtubepaul
@hillyes1
@dannoacton
@joingles
@30kelsc
@lionessarising4

Top Tweeters in G6:
@ohioyallers
@for2000years
@clevelandclinic
@jeannemullahy1
@jeb2344
@darkwinter2022
@498honeybadger
@scambusterr
@jackrogers63
@snecktoshi

Top Tweeters in G7:
@allohio1974
@rematthews2
@donaldjtrumpjr
@andyfurniss
@winger1500gl
@heatherpayne888
@tedstirr
@nationwidekids
@bojomomma22
@bradfrakow

Top Tweeters in G8:
@dwf57
@ingrahamangle
@restingtwitface
@emeraldrobinson
@nbsaphiermd
@harrisfaulkner
@randpaul
@yojojomo
@laralogan
@rwmalonemd

Top Tweeters in G9:
@usairforce
@usarmy
@usnavy
@usmc
@frankly410
@ohioood
@centralstate87
@oheducationsupt
@sharonlov5
@wilberforce_u

Top Tweeters in G10:
@bweiner59
@insultmagnet
@dominos20076133
@hajjiishiek
@danberries123
@fsufan2626
@escapethematr15
@larry70058195
@chrismatetic