(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine), Twitter, 10/25/2021 12:51:32 AM, 264664


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(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine)_2021-10-24_17-27-30.xlsx
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine)_2021-10-24_17-27-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 25, 2021
Short Description:
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine) via NodeXL https://bit.ly/3Ed7TK8
@govmikedewine
@prof_kennedy
@onahunttoday
@pabloleslie
@thebossmom78
@jen9cutie
@denisewright777
@purse_tre
@kerrylorkovic
@dannoacton

Top hashtags:
#als
#ftd

Description:
Description
The graph represents a network of 377 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, 25 October 2021 at 00:27 UTC.

The requested start date was Monday, 25 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 13-day, 5-hour, 27-minute period from Monday, 11 October 2021 at 03:18 UTC to Sunday, 24 October 2021 at 08:45 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 : 377
Unique Edges : 443
Edges With Duplicates : 548
Total Edges : 991
Number of Edge Types : 5
Retweet : 126
MentionsInRetweet : 400
Replies to : 93
Mentions : 365
Tweet : 7
Self-Loops : 14
Reciprocated Vertex Pair Ratio : 0.00299850074962519
Reciprocated Edge Ratio : 0.00597907324364723
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 375
Maximum Edges in a Connected Component : 989
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.037738
Graph Density : 0.00471951013036853
Modularity : 0.486098
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 377 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, 25 October 2021 at 00:27 UTC.

The requested start date was Monday, 25 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 13-day, 5-hour, 27-minute period from Monday, 11 October 2021 at 03:18 UTC to Sunday, 24 October 2021 at 08:45 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://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://www.nichd.nih.gov/newsroom/news/083021-COVID-19-vaccination-menstruation
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/moderna-seeks-covid-19-vaccine-booster-clearance-older-adults-high-risk-2021-10-12/
[1] https://twitter.com/alexmeshkin/status/1451647794658234369
[1] https://twitter.com/dannoacton/status/1450524027156578310
[1] https://twitter.com/HyattathomeKi/status/1448982075995037697
[1] https://www.clevescene.com/scene-and-heard/archives/2020/04/03/cleveland-covid-19-surge-plan-creates-10000-new-beds-but-wont-use-convention-or-ix-centers
[1] https://twitter.com/andyfurniss/status/1451935726237626380
[1] https://twitter.com/OHLottery/status/1445025925628710912
[1] https://wallethub.com/edu/safest-states-during-covid/86567

Top URLs in Tweet in G1:
[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://www.reuters.com/business/healthcare-pharmaceuticals/moderna-seeks-covid-19-vaccine-booster-clearance-older-adults-high-risk-2021-10-12/
[1] https://twitter.com/andyfurniss/status/1451935726237626380
[1] https://twitter.com/copenohio/status/1447853661665861689
[1] https://twitter.com/OHdeptofhealth/status/1447908432250540035
[1] https://twitter.com/alexmeshkin/status/1451647794658234369
[1] https://twitter.com/OHLottery/status/1445025925628710912
[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
[1] https://ohiovax2school.com/
[1] https://twitter.com/jessekellydc/status/1450902675147591688

Top URLs in Tweet in G2:
[1] https://www.nytimes.com/2021/10/12/opinion/covid-germany-masks-vaccines.html
[1] https://www.nytimes.com/2021/10/15/opinion/covid-vaccines-unvaccinated.html

Top URLs in Tweet in G3:
[1] https://twitter.com/dannoacton/status/1450524027156578310
[1] https://www.clevescene.com/scene-and-heard/archives/2020/04/03/cleveland-covid-19-surge-plan-creates-10000-new-beds-but-wont-use-convention-or-ix-centers
[1] https://twitter.com/khuwig1/status/1450888254698442759
[1] https://humanevents.com/2021/10/11/lawmakers-seek-federal-investigation-for-manipulated-covid-19-death-data-collection/
[1] https://twitter.com/govmikedewine/status/1448362907121635330

Top URLs in Tweet in G4:
[2] https://www.nichd.nih.gov/newsroom/news/083021-COVID-19-vaccination-menstruation
[1] https://wallethub.com/edu/safest-states-during-covid/86567
[1] https://twitter.com/HyattathomeKi/status/1448982075995037697
[1] https://twitter.com/jacobcabe/status/1450262116947173384
[1] https://www.newsbreakapp.com/n/0cRQaqRe?s=a2&share_destination_id=MTYxOTMxODI4LTE2MzQzMjgyMzUwMzU=&pd=0AxRrgcW&hl=en_US&lp=v1
[1] https://www.newsbreakapp.com/n/0cRbKxzQ?s=a2&share_destination_id=MTYxOTMxODI4LTE2MzQzMjczMTQyNzU=&pd=0AxRrgcW&hl=en_US&lp=v1

Top URLs in Tweet in G5:
[1] https://twitter.com/ohiobwc/status/1448357124745138186

Top URLs in Tweet in G6:
[1] https://twitter.com/RWMaloneMD/status/1451097889002835969
[1] https://enewspaper.news-herald.com/?token=bc72f83db47da62578506e3f0c9a3965_61697fbe_169a_0
[1] https://patch.com/ohio/mentor/s/hunip/covid-19-surge-begins-to-ease-in-ohio?utm_term=article-slot-1&utm_source=newsletter-daily&utm_medium=email&utm_campaign=newsletter
[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
[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

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

Top Domains
Top Domains in Tweet in Entire Graph:
[21] twitter.com
[3] dispatch.com
[2] spectrumnews1.com
[2] nih.gov
[2] nytimes.com
[2] newsbreakapp.com
[2] reuters.com
[1] clevescene.com
[1] wallethub.com
[1] news-herald.com

Top Domains in Tweet in G1:
[10] twitter.com
[3] dispatch.com
[2] reuters.com
[1] wkyc.com
[1] ohiovax2school.com
[1] businessinsider.com
[1] theepochtimes.com
[1] youtube.com
[1] yahoo.com
[1] ohio.gov

Top Domains in Tweet in G2:
[2] nytimes.com

Top Domains in Tweet in G3:
[3] twitter.com
[1] clevescene.com
[1] humanevents.com

Top Domains in Tweet in G4:
[2] twitter.com
[2] nih.gov
[2] newsbreakapp.com
[1] wallethub.com

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

Top Domains in Tweet in G6:
[2] spectrumnews1.com
[1] twitter.com
[1] news-herald.com
[1] patch.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] als
[4] ftd
[2] pandemicsociology
[2] newsbreak
[2] arpa
[2] delusionaldewine
[2] godfatherdewine
[1] horsemedicine
[1] joerogan
[1] inthistogetherohio



Top Hashtags in Tweet in G1:
[2] arpa
[1] inthistogetherohio
[1] ohiovax2school
[1] gopdeathcult
[1] covidrecovery
[1] still

Top Hashtags in Tweet in G2:
[2] pandemicsociology
[1] gatsociology
[1] sociologymatters

Top Hashtags in Tweet in G3:
[1] als
[1] ftd

Top Hashtags in Tweet in G4:
[3] als
[3] ftd
[2] newsbreak
[1] ohio
[1] covid
[1] magasheep

Top Hashtags in Tweet in G6:
[1] horsemedicine
[1] joerogan

Top Hashtags in Tweet in G9:
[1] resigndewine
[1] impeachdewine

Top Words
Top Words in Tweet in Entire Graph:
[225] govmikedewine
[154] covid
[54] people
[46] ohio
[44] 19
[44] hey
[40] dewine
[39] mikedewine
[33] part
[32] see

Top Words in Tweet in G1:
[83] govmikedewine
[75] covid
[19] ohio
[16] 19
[13] people
[13] vaccine
[10] school
[9] time
[8] normal
[8] work

Top Words in Tweet in G2:
[9] dystateofmind
[9] repcohen
[9] rephankjohnson
[9] repteddeutch
[9] repjeffries
[9] davidcicilline
[9] tedlieu
[9] repraskin
[9] repjayapal
[7] prof_kennedy

Top Words in Tweet in G3:
[42] govmikedewine
[35] mikedewine
[31] people
[29] kerrylorkovic
[29] hey
[29] see
[29] reps
[29] starting
[29] hold
[29] legally

Top Words in Tweet in G4:
[26] govmikedewine
[13] speakercupp
[12] covid
[12] ohiogop
[9] ltgovhusted
[9] number
[9] ohio
[8] jcgfrippout
[8] go
[7] way

Top Words in Tweet in G5:
[28] govmikedewine
[24] dewine
[23] part
[22] gmanauthor
[17] covid
[12] aug
[12] rockefeller
[12] fdn
[12] released
[12] statement

Top Words in Tweet in G6:
[9] ohio
[7] govmikedewine
[7] wkyc
[6] abc
[6] ltgovhusted
[6] spectrumnews1oh
[5] covid
[5] nbc
[5] cbs
[5] cleveland19news

Top Words in Tweet in G7:
[4] crisis
[2] covid
[2] govmikedewine
[2] govkemp
[2] dougducey

Top Words in Tweet in G8:
[5] govmikedewine
[5] covid
[3] 19
[3] uofcincy
[3] cityofcincy
[2] gmanauthor
[2] part
[2] dewine
[2] governors
[2] start

Top Words in Tweet in G9:
[4] govmikedewine
[4] ohnationalguard
[4] covid
[3] deaths
[2] clevelandclinic
[2] cdc
[2] finally
[2] admits
[2] 19
[2] causes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[44] covid,19
[39] govmikedewine,mikedewine
[32] part,govmikedewine
[31] hey,govmikedewine
[31] mikedewine,see
[31] see,reps
[31] reps,starting
[31] starting,hold
[31] hold,people
[31] people,legally

Top Word Pairs in Tweet in G1:
[16] covid,19
[7] time,normal
[7] normal,school
[7] school,work
[7] work,live
[7] live,enough
[7] enough,quarantine
[7] quarantine,policy
[7] policy,masking
[7] masking,govmikedewine

Top Word Pairs in Tweet in G2:
[9] dystateofmind,repcohen
[9] repcohen,rephankjohnson
[9] rephankjohnson,repteddeutch
[9] repteddeutch,repjeffries
[9] repjeffries,davidcicilline
[9] davidcicilline,tedlieu
[9] tedlieu,repraskin
[9] repraskin,repjayapal
[7] prof_kennedy,dystateofmind
[7] repjayapal,repg

Top Word Pairs in Tweet in G3:
[35] govmikedewine,mikedewine
[29] hey,govmikedewine
[29] mikedewine,see
[29] see,reps
[29] reps,starting
[29] starting,hold
[29] hold,people
[29] people,legally
[29] legally,accountable
[28] kerrylorkovic,hey

Top Word Pairs in Tweet in G4:
[9] govmikedewine,ltgovhusted
[7] way,go
[7] go,govmikedewine
[7] ltgovhusted,matthuffman1
[7] matthuffman1,speakercupp
[7] speakercupp,wait
[7] wait,re
[7] re,number
[7] number,47
[7] govmikedewine,ohiogop

Top Word Pairs in Tweet in G5:
[23] part,govmikedewine
[21] gmanauthor,part
[12] govmikedewine,aug
[12] aug,rockefeller
[12] rockefeller,fdn
[12] fdn,released
[12] released,statement
[12] statement,announcing
[12] announcing,gov
[12] gov,dewine

Top Word Pairs in Tweet in G6:
[6] govmikedewine,ltgovhusted
[5] wkyc,cleveland19news
[4] nbc,cbs
[4] covid,19
[4] spectrumnews1oh,wkyc
[3] ohio,govmikedewine
[3] ltgovhusted,cleveland
[3] cbs,abc
[2] cleveland19news,wews
[2] cleveland,whitehouse

Top Word Pairs in Tweet in G8:
[3] covid,19
[3] govmikedewine,uofcincy
[3] uofcincy,cityofcincy
[2] gmanauthor,part
[2] part,govmikedewine
[2] jraeruns,govmikedewine
[2] cityofcincy,pfizer
[2] 19,cases

Top Word Pairs in Tweet in G9:
[4] govmikedewine,ohnationalguard
[2] ohnationalguard,clevelandclinic
[2] clevelandclinic,cdc
[2] cdc,finally
[2] finally,admits
[2] admits,deaths
[2] deaths,covid
[2] covid,19
[2] 19,causes

Top Replied-To
Top Replied-To in Entire Graph:
@govmikedewine
@ohio
@ohdeptofhealth
@pcdavis33
@ohiovax2school
@dystateofmind
@harrygermain4
@dpomlover
@andyfurniss
@polyands

Top Replied-To in G1:
@govmikedewine
@ohdeptofhealth
@pcdavis33
@ohiovax2school
@harrygermain4
@ncdot
@mriverlife
@thepackedlunch
@meyerrmeyer375
@iamgabesanchez

Top Replied-To in G2:
@dystateofmind

Top Replied-To in G3:
@andyfurniss
@dpomlover
@govmikedewine
@kerrylorkovic

Top Replied-To in G4:
@govmikedewine
@jcgfrippout
@aaholly98
@joeblystone22
@columbuspolice

Top Replied-To in G5:
@gmanauthor
@bojomomma22

Top Replied-To in G6:
@ohio
@govmikedewine

Top Replied-To in G7:
@nycmayor
@gregabbott_tx

Top Replied-To in G8:
@govmikedewine
@snifflemonster1
@jraeruns

Top Replied-To in G9:
@govmikedewine

Top Replied-To in G10:
@jewelofchicago

Top Mentioned
Top Mentioned in Entire Graph:
@govmikedewine
@mikedewine
@gmanauthor
@kerrylorkovic
@ltgovhusted
@speakercupp
@ohiogop
@andyfurniss
@thebossmom78
@ohiobwc

Top Mentioned in G1:
@govmikedewine
@andyfurniss
@richmuny
@ohdeptofhealth
@ohioood
@mikedewine
@ohiovax2school
@daveoanderson
@dbjnews
@repgaryscherer

Top Mentioned in G2:
@repcohen
@rephankjohnson
@repteddeutch
@repjeffries
@davidcicilline
@tedlieu
@repraskin
@repjayapal
@prof_kennedy
@dystateofmind

Top Mentioned in G3:
@govmikedewine
@mikedewine
@kerrylorkovic
@gmanauthor
@andyfurniss
@dramyacton
@ltgovhusted
@jonhusted
@artorius69

Top Mentioned in G4:
@govmikedewine
@speakercupp
@ohiogop
@ltgovhusted
@jcgfrippout
@matthuffman1
@498honeybadger
@bgsu
@ohiou
@stevewilsonoh

Top Mentioned in G5:
@govmikedewine
@gmanauthor
@thebossmom78
@ohiobwc
@nationwidekids
@ohdeptofhealth
@30kelsc
@bojomomma22
@andyfurniss
@ohiochamber

Top Mentioned in G6:
@abc
@govmikedewine
@ltgovhusted
@spectrumnews1oh
@wkyc
@nbc
@cbs
@cleveland19news
@wews
@cleveland

Top Mentioned in G7:
@govmikedewine
@govkemp
@dougducey
@govrondesantis
@ffweekend
@judgejeanine
@sharylattkisson
@govmikehuckabee
@govbilllee
@outnumberedfnc

Top Mentioned in G8:
@govmikedewine
@uofcincy
@cityofcincy
@gmanauthor
@pfizer
@jraeruns

Top Mentioned in G9:
@ohnationalguard
@clevelandclinic
@zetetic3
@govmikedewine
@oshp

Top Mentioned in G10:
@govmikedewine
@ohiodeptofag
@ohiodnr
@ohioepa
@ohiolakeerie
@h2ohio

Top Tweeters
Top Tweeters in Entire Graph:
@onahunttoday
@birrdytalk
@foxnews
@debrabuenik
@abc
@cnn
@wkyc
@cbsnews
@tressiemcphd
@ohioyallers

Top Tweeters in G1:
@birrdytalk
@epochtimes
@hareme2
@buckeyecapsfan
@lapham923
@yahoo
@sherryhanna53
@rematthews2
@mamahorbs
@dbjnews

Top Tweeters in G2:
@tressiemcphd
@zeynep
@tammy_marchand
@deanbaker13
@michaelbd
@alecmacgillis
@tedlieu
@prof_kennedy
@jessicacalarco
@repjayapal

Top Tweeters in G3:
@mrscommonsense2
@kim47957498
@jeannemullahy1
@seniorchief45
@andreadeckard
@snoopyfan2020
@jerryborrelli
@tedstirr
@copenohio
@patchoperations

Top Tweeters in G4:
@ohioyallers
@jeannine_bartel
@momisalright
@jcgfrippout
@ohdems
@ohiou
@judithindayton
@gop
@donaldjtrumpjr
@lizzykatz

Top Tweeters in G5:
@debrabuenik
@jessnatmom
@patrioticspirit
@tim2naples
@irish50k
@terriblewis1
@30kelsc
@colormeboldly
@heatherpayne888
@gmanauthor

Top Tweeters in G6:
@onahunttoday
@foxnews
@abc
@cnn
@wkyc
@wews
@nbcnightlynews
@whioradio
@cleveland19news
@wdtn

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

Top Tweeters in G8:
@uofcincy
@cityofcincy
@pfizer
@coasterprsn
@jraeruns
@jeshaw64
@snifflemonster1

Top Tweeters in G9:
@chriskl70208387
@clevelandclinic
@zetetic3
@oshp
@ohnationalguard
@householdrules
@bobbyd5691

Top Tweeters in G10:
@jewelofchicago
@ohiodnr
@ohioepa
@ohiodeptofag
@ohiolakeerie
@purse_tre
@h2ohio