(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine), Twitter, 11/1/2021 2:51:07 AM, 265222


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(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine)_2021-10-31_17-27-30.xlsx
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine)_2021-10-31_17-27-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 01, 2021
Short Description:
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine) via NodeXL https://bit.ly/3Ezsicg
@govmikedewine
@pabloleslie
@onahunttoday
@denisewright777
@kerrylorkovic
@fifthstreetdude
@kvierstra
@dannoacton
@misterpimusa
@maxfilby

Top hashtags:
#drbowtie
#no

Description:
Description
The graph represents a network of 288 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, 01 November 2021 at 00:27 UTC.

The requested start date was Monday, 01 November 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 13-day, 0-hour, 24-minute period from Monday, 18 October 2021 at 11:27 UTC to Sunday, 31 October 2021 at 11:51 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 : 288
Unique Edges : 414
Edges With Duplicates : 453
Total Edges : 867
Number of Edge Types : 5
Replies to : 108
Mentions : 339
Retweet : 107
MentionsInRetweet : 310
Tweet : 3
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.0121107266435986
Reciprocated Edge Ratio : 0.0239316239316239
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 284
Maximum Edges in a Connected Component : 864
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.738638
Graph Density : 0.00707752613240418
Modularity : 0.426148
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 288 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, 01 November 2021 at 00:27 UTC.

The requested start date was Monday, 01 November 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 13-day, 0-hour, 24-minute period from Monday, 18 October 2021 at 11:27 UTC to Sunday, 31 October 2021 at 11:51 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:
[5] https://www.wvxu.org/health/2021-10-21/once-covid-vaccines-are-approved-for-young-kids-ohio-health-officials-want-to-hit-the-ground-running
[3] https://www.dispatch.com/story/news/2021/10/15/ohio-ranks-47th-new-list-safest-states-covid-19-pandemic-vaccine-masks-health-care-wallethub/6043083001/
[2] https://twitter.com/govmikedewine/status/1454113470719221765
[2] https://www.nichd.nih.gov/newsroom/news/083021-COVID-19-vaccination-menstruation
[1] https://www.theepochtimes.com/19-states-sue-biden-administration-over-covid-19-vaccine-mandate_4077074.html?utm_source=gab
[1] https://twitter.com/GovMikeDeWine/status/1454113470719221765
[1] https://twitter.com/GovRonDeSantis/status/1454493304377135109
[1] https://www.cdc.gov/vaccines/covid-19/planning/children.html#supporting-data
[1] https://twitter.com/khuwig1/status/1450888254698442759
[1] https://www.nbcnews.com/news/us-news/child-covid-19-hospitalizations-new-high-august-2021-n1277119

Top URLs in Tweet in G1:
[2] https://www.nichd.nih.gov/newsroom/news/083021-COVID-19-vaccination-menstruation
[1] https://gettheshot.coronavirus.ohio.gov/
[1] https://www.theepochtimes.com/19-states-sue-biden-administration-over-covid-19-vaccine-mandate_4077074.html?utm_source=gab
[1] https://twitter.com/GovRonDeSantis/status/1454493304377135109
[1] https://www.lifesitenews.com/opinion/prominent-covid-19-contact-tracing-org-has-strong-ties-to-pro-abortion-globalists/
[1] https://www.newsmax.com/us/ohio-covid-19-lottery-vax-a-million/2021/10/27/id/1042277/
[1] https://twitter.com/10TV/status/1453587350978797572
[1] https://twitter.com/action_ohio/status/1452486371965296640
[1] https://twitter.com/andyfurniss/status/1451935726237626380
[1] https://www.wvxu.org/health/2021-10-21/once-covid-vaccines-are-approved-for-young-kids-ohio-health-officials-want-to-hit-the-ground-running

Top URLs in Tweet in G2:
[1] https://www.cdc.gov/vaccines/covid-19/planning/children.html#supporting-data
[1] https://www.businessinsider.com/states-covid-19-vaccine-lotteries-didnt-help-2021-10
[1] https://www.nbcnews.com/news/us-news/data-shows-more-children-are-getting-sick-dying-covid-n1281616
[1] https://www.tennessean.com/story/news/politics/2021/08/05/tennessee-health-chief-says-childrens-hospitals-could-full-next-week-delta-covid/5499631001/
[1] https://www.nbcnews.com/news/us-news/child-covid-19-hospitalizations-new-high-august-2021-n1277119
[1] https://data.cdc.gov/NCHS/Provisional-COVID-19-Deaths-by-Sex-and-Age/9bhg-hcku

Top URLs in Tweet in G3:
[1] https://humanevents.com/2021/10/11/lawmakers-seek-federal-investigation-for-manipulated-covid-19-death-data-collection/
[1] https://twitter.com/khuwig1/status/1450888254698442759
[1] https://wallethub.com/edu/safest-states-during-covid/86567
[1] https://twitter.com/dannoacton/status/1450524027156578310

Top URLs in Tweet in G4:
[3] https://www.wvxu.org/health/2021-10-21/once-covid-vaccines-are-approved-for-young-kids-ohio-health-officials-want-to-hit-the-ground-running
[1] https://pjmedia.com/news-and-politics/paula-bolyard/2021/03/25/boom-ohio-legislature-overrides-dewines-veto-of-law-curtailing-his-dictatorial-covid-19-powers-n1435114
[1] https://twitter.com/DispatchAlerts/status/1452572412038586369
[1] https://www.whio.com/news/whio-announces-retirement-jim-otte/FYOTASX5ANGMRGAKINWSVFCJAA/
[1] https://twitter.com/parscale/status/1453075362053861381
[1] https://twitter.com/jessekellydc/status/1450902675147591688
[1] https://noqreport.com/2021/10/22/dr-steven-hotze-warns-about-the-dangerous-ingredients-in-covid-19-vaccines-including-graphene-oxide/?utm_source=econ
[1] https://twitter.com/alexmeshkin/status/1451647794658234369

Top URLs in Tweet in G5:
[1] https://www.wdtn.com/news/odh-leaders-unveil-new-school-quarantine-guidelines/
[1] https://twitter.com/RWMaloneMD/status/1451097889002835969
[1] https://spectrumnews1.com/oh/columbus/news/2021/10/20/ohio-prepares-for-authorization-of-covid-19-vaccine-for-ages-5-11?firebaseString=true&cid=app_share
[1] https://spectrumnews1.com/oh/columbus/news/2021/10/18/gov--dewine-orders-flags-flown-half-staff-in-honor-of-colin-powell?firebaseString=true&cid=app_share

Top URLs in Tweet in G6:
[1] https://twitter.com/jacobcabe/status/1450262116947173384
[1] https://www.abc4.com/news/local-news/draper-teenager-hospitalized-with-blood-clots-after-covid-19-vaccine-shot/
[1] https://www.wvxu.org/health/2021-10-21/once-covid-vaccines-are-approved-for-young-kids-ohio-health-officials-want-to-hit-the-ground-running

Top URLs in Tweet in G7:
[1] https://twitter.com/JosephJFlynn1/status/1451886800784482310

Top URLs in Tweet in G9:
[3] https://www.dispatch.com/story/news/2021/10/15/ohio-ranks-47th-new-list-safest-states-covid-19-pandemic-vaccine-masks-health-care-wallethub/6043083001/
[1] https://vernoncoleman.org/videos/covid-19-jab-they-knew-children-would-die
[1] https://www.wkyc.com/article/news/local/ohio/study-ohio-near-bottom-of-list-safest-states-during-covid-19/95-51c1ed37-1388-4365-8541-03cd86c73f52

Top Domains
Top Domains in Tweet in Entire Graph:
[18] twitter.com
[5] wvxu.org
[3] dispatch.com
[2] theepochtimes.com
[2] cdc.gov
[2] nbcnews.com
[2] spectrumnews1.com
[2] nih.gov
[1] tennessean.com
[1] ohio.gov

Top Domains in Tweet in G1:
[6] twitter.com
[2] theepochtimes.com
[2] nih.gov
[1] ohio.gov
[1] lifesitenews.com
[1] newsmax.com
[1] wvxu.org

Top Domains in Tweet in G2:
[2] cdc.gov
[2] nbcnews.com
[1] businessinsider.com
[1] tennessean.com

Top Domains in Tweet in G3:
[2] twitter.com
[1] humanevents.com
[1] wallethub.com

Top Domains in Tweet in G4:
[4] twitter.com
[3] wvxu.org
[1] pjmedia.com
[1] whio.com
[1] noqreport.com

Top Domains in Tweet in G5:
[2] spectrumnews1.com
[1] wdtn.com
[1] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com
[1] abc4.com
[1] wvxu.org

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G9:
[3] dispatch.com
[1] vernoncoleman.org
[1] wkyc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] drbowtie
[2] no
[1] novaccinemandates
[1] noballsdewine
[1] liberty
[1] realleadership
[1] novaccinepassports
[1] inthistogetherohio
[1] horsemedicine
[1] joerogan



Top Hashtags in Tweet in G1:
[1] novaccinemandates
[1] realleadership

Top Hashtags in Tweet in G2:
[1] liberty
[1] drbowtie

Top Hashtags in Tweet in G3:
[1] drbowtie

Top Hashtags in Tweet in G4:
[7] drbowtie
[1] noballsdewine
[1] inthistogetherohio

Top Hashtags in Tweet in G5:
[1] horsemedicine
[1] joerogan

Top Hashtags in Tweet in G6:
[1] ohio
[1] covid
[1] magasheep

Top Hashtags in Tweet in G8:
[2] no
[1] novaccinepassports

Top Words
Top Words in Tweet in Entire Graph:
[239] govmikedewine
[161] covid
[66] ohio
[49] 19
[49] cdcgov
[48] us_fda
[42] dewine
[35] part
[34] kids
[33] gmanauthor

Top Words in Tweet in G1:
[89] govmikedewine
[58] covid
[35] dewine
[32] part
[30] gmanauthor
[28] 19
[18] aug
[17] governor
[17] rockefeller
[17] fdn

Top Words in Tweet in G2:
[56] govmikedewine
[47] us_fda
[47] cdcgov
[41] covid
[18] children
[15] kids
[15] unvaxxed
[13] asmulls
[12] vaccine
[11] data

Top Words in Tweet in G3:
[23] govmikedewine
[11] speakercupp
[11] matthuffman1
[10] covid
[10] ltgovhusted
[9] go
[9] re
[7] jcgfrippout
[7] way
[7] wait

Top Words in Tweet in G4:
[33] govmikedewine
[25] ohio
[19] covid
[14] ohdeptofhealth
[13] mamahorbs
[12] took
[11] legislature
[11] remove
[11] powers
[11] locked

Top Words in Tweet in G5:
[5] govmikedewine
[4] covid
[4] abc
[4] ohio
[3] 19
[3] ltgovhusted
[3] spectrumnews1oh
[3] wkyc
[3] cleveland19news
[3] cbs

Top Words in Tweet in G6:
[12] ohiogop
[10] govmikedewine
[7] ohio
[6] vaccine
[6] covid
[5] need
[5] speakercupp
[5] working
[4] come
[4] choose

Top Words in Tweet in G7:
[3] common
[2] govrondesantis
[2] sense
[2] govmikedewine
[2] covid

Top Words in Tweet in G8:
[4] potus
[3] covid
[3] govmikedewine
[2] #no
[2] people
[2] eat
[2] less

Top Words in Tweet in G9:
[10] govmikedewine
[8] covid
[4] ohiovax2school
[4] ohio
[4] ranks
[4] list
[4] states
[3] florida
[3] one
[3] lowest

Top Words in Tweet in G10:
[2] polyands
[2] rose27147339
[2] thedemcoalition
[2] govmikedewine
[2] oh
[2] sweetie
[2] bring
[2] receipts
[2] law
[2] monitors

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[48] us_fda,cdcgov
[48] covid,19
[47] govmikedewine,us_fda
[34] part,govmikedewine
[32] gmanauthor,part
[19] mike,dewine
[18] gov,dewine
[17] govmikedewine,start
[17] start,covid
[17] 19,crisis

Top Word Pairs in Tweet in G1:
[32] part,govmikedewine
[30] gmanauthor,part
[28] covid,19
[17] govmikedewine,aug
[17] aug,rockefeller
[17] rockefeller,fdn
[17] fdn,released
[17] released,statement
[17] statement,announcing
[17] announcing,gov

Top Word Pairs in Tweet in G2:
[47] govmikedewine,us_fda
[47] us_fda,cdcgov
[13] asmulls,govmikedewine
[8] richmuny,govmikedewine
[7] covid,19
[7] cdcgov,bad
[7] bad,next
[7] next,step
[7] step,penalize
[7] penalize,unvaxxed

Top Word Pairs in Tweet in G3:
[8] govmikedewine,ltgovhusted
[8] ltgovhusted,matthuffman1
[8] matthuffman1,speakercupp
[7] way,go
[7] go,govmikedewine
[7] speakercupp,wait
[7] wait,re
[7] re,number
[7] number,47
[6] govmikedewine,mikedewine

Top Word Pairs in Tweet in G4:
[11] took,ohio
[11] ohio,legislature
[11] legislature,remove
[11] remove,powers
[11] powers,govmikedewine
[11] govmikedewine,locked
[11] locked,ohio
[11] ohio,down
[11] down,forever
[10] mamahorbs,took

Top Word Pairs in Tweet in G5:
[3] covid,19
[3] govmikedewine,ltgovhusted
[3] wkyc,cleveland19news
[2] years,old
[2] ohio,spectrumnews1oh
[2] spectrumnews1oh,wkyc
[2] cleveland19news,nbc
[2] nbc,cbs
[2] cbs,abc
[2] abc,govmikedewine

Top Word Pairs in Tweet in G6:
[5] govmikedewine,ohiogop
[5] ohiogop,speakercupp
[4] come,ohio
[4] ohio,need
[4] need,govmikedewine
[4] speakercupp,choose
[4] choose,between
[4] between,work
[4] columbuspolice,covid
[4] covid,kills

Top Word Pairs in Tweet in G7:
[2] common,sense

Top Word Pairs in Tweet in G8:
[2] potus,govmikedewine

Top Word Pairs in Tweet in G9:
[4] ohiovax2school,govmikedewine
[4] govmikedewine,ohio
[4] ohio,ranks
[3] govmikedewine,florida
[3] florida,one
[3] one,lowest
[3] lowest,covid
[3] covid,19
[3] 19,rates
[3] ranks,47th

Top Word Pairs in Tweet in G10:
[2] polyands,rose27147339
[2] rose27147339,thedemcoalition
[2] thedemcoalition,govmikedewine
[2] govmikedewine,oh
[2] oh,sweetie
[2] sweetie,bring
[2] bring,receipts
[2] receipts,law
[2] law,monitors
[2] monitors,medical

Top Replied-To
Top Replied-To in Entire Graph:
@govmikedewine
@fiat4bitcoin
@ohdeptofhealth
@jojobana52
@sailorspork
@asmulls
@ohiovax2school
@daltondavis2010
@biglar831
@thepackedlunch

Top Replied-To in G1:
@govmikedewine
@thepackedlunch
@justpas03730072
@aaholly98
@ohioag
@hexagonstiled
@carrie_benton
@_datagirlcle
@ncdot
@bojomomma22

Top Replied-To in G2:
@govmikedewine
@fiat4bitcoin
@jojobana52
@sailorspork
@asmulls
@daltondavis2010
@biglar831
@wildcats100816
@guzzerd44
@pcdavis33

Top Replied-To in G3:
@justice4injured
@yost4ohio
@celticgirl2020
@govmikedewine
@vmivol00
@waitnwallflower
@jcgfrippout
@ltgovhusted

Top Replied-To in G4:
@ohdeptofhealth
@mamahorbs
@bucksgetem
@govmikedewine

Top Replied-To in G5:
@ohio
@ohdeptofhealth
@govmikedewine

Top Replied-To in G6:
@columbuspolice
@thockman64

Top Replied-To in G7:
@govrondesantis
@nycmayor

Top Replied-To in G8:
@gaddy21

Top Replied-To in G9:
@ohiovax2school
@govmikedewine
@ohiohospitals
@ohdeptofhealth
@gmanauthor
@pcdavis33

Top Replied-To in G10:
@polyands

Top Mentioned
Top Mentioned in Entire Graph:
@govmikedewine
@cdcgov
@us_fda
@gmanauthor
@mamahorbs
@speakercupp
@ohiogop
@ohdeptofhealth
@ltgovhusted
@matthuffman1

Top Mentioned in G1:
@govmikedewine
@gmanauthor
@andyfurniss
@bgsu
@ohiou
@mamahorbs
@ohioood
@ohdeptofhealth
@ohiogop
@_datagirlcle

Top Mentioned in G2:
@us_fda
@cdcgov
@govmikedewine
@asmulls
@richmuny
@guzzerd44
@fiat4bitcoin
@daltondavis2010
@gregsingler
@leo04847568

Top Mentioned in G3:
@govmikedewine
@speakercupp
@matthuffman1
@ltgovhusted
@mikedewine
@jcgfrippout
@ohrgopcaucus
@jonhusted
@yost4ohio
@ohiosenategop

Top Mentioned in G4:
@govmikedewine
@mamahorbs
@ohdeptofhealth
@dispatchalerts
@maxfilby
@dannoacton
@pjoy67826373
@ohio_data
@carrie_benton
@_datagirlcle

Top Mentioned in G5:
@govmikedewine
@abc
@ltgovhusted
@spectrumnews1oh
@wkyc
@cleveland19news
@cbs
@nbc
@wdtn
@whioradio

Top Mentioned in G6:
@ohiogop
@govmikedewine
@speakercupp
@fifthstreetdude
@columbuspolice
@498honeybadger
@ohiosenategop
@franklarose
@mamahorbs
@householderoh

Top Mentioned in G7:
@govmikedewine
@govrondesantis
@ffweekend
@judgejeanine
@sharylattkisson
@govmikehuckabee
@govbilllee
@outnumberedfnc
@tomilahren
@audrey_russo

Top Mentioned in G8:
@potus
@govmikedewine
@krispykreme
@mcdonalds
@burgerking
@joebiden
@mikedewine
@cdcgov

Top Mentioned in G9:
@govmikedewine
@ohiovax2school

Top Mentioned in G10:
@rose27147339
@thedemcoalition
@govmikedewine
@batchliberal
@polyands

Top Tweeters
Top Tweeters in Entire Graph:
@onahunttoday
@mcdonalds
@birrdytalk
@foxnews
@lillys_news
@debrabuenik
@abc
@cnn
@wkyc
@ohioyallers

Top Tweeters in G1:
@birrdytalk
@debrabuenik
@epochtimes
@buckeyecapsfan
@gobuxgal
@jessnatmom
@patrioticspirit
@jeannemullahy1
@rematthews2
@terriblewis1

Top Tweeters in G2:
@ohioyallers
@tat2billyed
@jetakarl
@richmuny
@rk4391
@cdcgov
@drduchovny
@leo04847568
@margi94093356
@us_fda

Top Tweeters in G3:
@jeannine_bartel
@momisalright
@jcgfrippout
@allohio1974
@kizzyannie
@andreadeckard
@01kris
@lizzykatz
@lionessarising4
@tregas

Top Tweeters in G4:
@lillys_news
@daytondailynews
@dispatchalerts
@whiotv
@debbiecat4
@quebryant
@anglily1
@vickideejay
@dannoacton
@seniorchief45

Top Tweeters in G5:
@onahunttoday
@foxnews
@abc
@cnn
@wkyc
@wews
@nbcnightlynews
@whioradio
@cleveland19news
@wdtn

Top Tweeters in G6:
@thockman64
@ohdems
@sallygroundhog
@silentm89230801
@498honeybadger
@fifthstreetdude
@ohiogop
@lizasaldana1
@senrobportman
@franklymydear71

Top Tweeters in G7:
@pabloleslie
@audrey_russo
@nycmayor
@dougducey
@tomilahren
@judgejeanine
@jonathanturley
@govmurphy
@govmikehuckabee
@beverlywendlin1

Top Tweeters in G8:
@mcdonalds
@alliemarie777
@krispykreme
@burgerking
@ktbug2792
@joebiden
@misterpimusa
@potus
@gaddy21

Top Tweeters in G9:
@nanaskc1
@ohiohospitals
@pcdavis33
@adampar34105996
@randycoutts2
@ohiovax2school

Top Tweeters in G10:
@thedemcoalition
@realyeshua1
@polyands
@batchliberal
@rose27147339


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