(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine), Twitter, 1/31/2022 1:30:28 AM, 270975


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(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine)_2022-01-30_17-27-30.xlsx
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine)_2022-01-30_17-27-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 31, 2022
Short Description:
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine) via NodeXL https://bit.ly/3rfQHA2
@govmikedewine
@prof_kennedy
@dumovicdude
@onahunttoday
@markarm30682214
@tsabetta
@stump1985
@aupairalegal
@cherokeescout73
@dannoacton

Top hashtags:
#projectveritas

Description:
Description
The graph represents a network of 310 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, 31 January 2022 at 01:27 UTC.

The requested start date was Monday, 31 January 2022 at 01:01 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, 1-hour, 8-minute period from Monday, 17 January 2022 at 03:03 UTC to Sunday, 30 January 2022 at 04:12 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 : 310
Unique Edges : 300
Edges With Duplicates : 449
Total Edges : 749
Number of Edge Types : 5
Tweet : 5
Replies to : 75
Mentions : 337
MentionsInRetweet : 230
Retweet : 102
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0181818181818182
Reciprocated Edge Ratio : 0.0357142857142857
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 304
Maximum Edges in a Connected Component : 740
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.867959
Graph Density : 0.00526150955214532
Modularity : 0.443663
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 310 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, 31 January 2022 at 01:27 UTC.

The requested start date was Monday, 31 January 2022 at 01:01 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, 1-hour, 8-minute period from Monday, 17 January 2022 at 03:03 UTC to Sunday, 30 January 2022 at 04:12 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:
[2] https://www.dispatch.com/restricted/?return=https:%2F%2Fwww.dispatch.com%2Fstory%2Fnews%2F2021%2F05%2F14%2Fohio-hydroxychloroquine-tablets-covid-19-lupas-donald-trump%2F5024353001%2F
[2] https://twitter.com/jake_zuckerman/status/1484508928813805575
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270144
[1] https://pbr.ohio.gov/wps/wcm/connect/gov/ohio+content+english/covid-19/resources/general-resources/rapid-covid-19-test
[1] https://twitter.com/ScottGottliebMD/status/1487099885316886540
[1] https://www.clevelandjewishnews.com/news/local_news/ohio-reports-742-new-covid-19-deaths-19-697-new-cases/article_9bb7789c-7aed-11ec-b401-9333fc8e50e0.html
[1] https://twitter.com/jake_zuckerman/status/1487046806580174852
[1] https://twitter.com/GovMikeDeWine/status/1486776773056606228
[1] https://twitter.com/OhioCapJournal/status/1487077954903580673
[1] https://twitter.com/drtomfrieden/status/1486090318223233035

Top URLs in Tweet in G1:
[2] https://twitter.com/jake_zuckerman/status/1484508928813805575
[1] https://twitter.com/jake_zuckerman/status/1487046806580174852
[1] https://twitter.com/drtomfrieden/status/1486090318223233035
[1] https://twitter.com/30kelsc/status/1484062681380401157
[1] https://www.cleveland.com/news/2022/01/ohio-secretary-of-state-frank-larose-tests-positive-for-covid-19-after-redistricting-meeting-with-gov-mike-dewine-and-other-elected-officials.html
[1] https://twitter.com/but_im_kim_tran/status/1485069964008587265
[1] https://www.theepochtimes.com/mkt_app/new-hampshire-seeks-to-make-ivermectin-an-alternative-covid-treatment-under-law_4228066.html?utm_source=appan2028330?v=ul
[1] https://www.yahoo.com/lifestyle/kids-across-country-protesting-covid-154500468.html
[1] https://www.cleveland.com/coronavirus/2022/01/the-states-covid-19-testing-site-in-cleveland-will-close-after-sunday-because-of-decreasing-demand.html

Top URLs in Tweet in G2:
[1] https://www.nytimes.com/2022/01/24/opinion/done-with-covid.html
[1] https://www.nytimes.com/2022/01/24/opinion/japan-covid.html

Top URLs in Tweet in G3:
[2] https://www.dispatch.com/restricted/?return=https:%2F%2Fwww.dispatch.com%2Fstory%2Fnews%2F2021%2F05%2F14%2Fohio-hydroxychloroquine-tablets-covid-19-lupas-donald-trump%2F5024353001%2F
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270144
[1] https://twitter.com/gummibear737/status/1485955354571816965
[1] https://www.lupusgreaterohio.org/exactcare/
[1] https://www.exactcarepharmacy.com/
[1] https://twitter.com/ohiocovid1/status/1483645938145054722
[1] https://www.tampabay.com/news/health/2022/01/22/florida-adds-289204-covid-cases-470-deaths-in-past-week/

Top URLs in Tweet in G4:
[1] https://twitter.com/carrie_benton/status/1482919497145229320

Top URLs in Tweet in G5:
[1] https://www.clevelandjewishnews.com/news/local_news/ohio-reports-742-new-covid-19-deaths-19-697-new-cases/article_9bb7789c-7aed-11ec-b401-9333fc8e50e0.html
[1] https://www.wkyc.com/article/news/local/northeast-ohio/ohio-restaurant-association-says-to-go-ordering-will-be-most-favorable-in-future/95-8896e5ca-5996-48ff-b281-516327b61478
[1] https://apreco.com/blog/isolation-rooms-positive-versus-negative-pressure-rooms/#:~:text=In%20a%20positive%20air%20pressure,patients%20with%20immuno%2Dcompromised%20conditions

Top URLs in Tweet in G7:
[1] https://spectrumnews1.com/oh/columbus/news/2022/01/18/cleveland-s-mass-covid-testing-site-to-close--resources-to-shift-to-southern-ohio?firebaseString=true&cid=app_share

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[61] projectveritas
[8] covid
[6] covid19
[5] 1s
[4] ohio
[2] pandemicsociology
[2] omicron
[2] travel
[2] ohionursinghomescandal
[2] hospitals



Top Hashtags in Tweet in G1:
[55] projectveritas
[5] 1s
[2] ohionursinghomescandal
[2] hospitals
[2] nursinghomes
[2] clinics
[2] covid
[1] vaccinelottery
[1] donotcomply
[1] covidisairborne

Top Hashtags in Tweet in G2:
[2] pandemicsociology
[1] knowledgeculturalsociology

Top Hashtags in Tweet in G3:
[3] projectveritas
[2] ohio
[2] covid19
[2] covid

Top Hashtags in Tweet in G4:
[2] travel
[2] projectveritas
[1] covid
[1] elated
[1] cantholdmedown
[1] getmoving
[1] wearyourmask
[1] boosted
[1] seetheworld
[1] vaccinated

Top Hashtags in Tweet in G5:
[1] covidiots
[1] covid19
[1] vaccinemandate

Top Hashtags in Tweet in G6:
[2] covid19
[2] omicron

Top Hashtags in Tweet in G8:
[1] projectveritas

Top Words
Top Words in Tweet in Entire Graph:
[200] govmikedewine
[115] covid
[110] ohio
[67] dannoacton
[65] hospitals
[63] office
[61] paging
[61] nurses
[61] cnas
[61] doctors

Top Words in Tweet in G1:
[94] govmikedewine
[66] ohio
[57] hospitals
[56] office
[55] paging
[55] nurses
[55] cnas
[55] doctors
[55] staff
[55] #projectveritas

Top Words in Tweet in G2:
[2] dystateofmind
[2] repcohen
[2] rephankjohnson
[2] repteddeutch
[2] repjeffries
[2] davidcicilline
[2] tedlieu
[2] repraskin
[2] repjayapal
[2] repgregstanton

Top Words in Tweet in G3:
[30] govmikedewine
[19] covid
[17] ohio
[15] thebossmom78
[12] ask
[10] ohdeptofhealth
[9] dannoacton
[8] carrie_benton
[7] job
[6] someone

Top Words in Tweet in G4:
[19] govmikedewine
[14] ltgovhusted
[12] covid
[10] money
[10] look
[10] well
[10] policy
[10] worked
[10] irl
[10] really

Top Words in Tweet in G5:
[16] covid
[15] govmikedewine
[10] intel
[8] ohio
[4] over
[4] deaths
[4] state
[3] dispatchalerts
[3] 700
[3] reported

Top Words in Tweet in G6:
[2] #covid19
[2] #omicron
[2] mtosterholm
[2] drericding
[2] erictopol
[2] covidwatch
[2] scottgottliebmd
[2] covid_canada
[2] nytimes
[2] bbcworld

Top Words in Tweet in G7:
[3] ohio
[3] cleveland
[2] govmikedewine
[2] ltgovhusted
[2] abc
[2] nbc
[2] cbs
[2] wews
[2] wkyc
[2] cleveland19news

Top Words in Tweet in G8:
[8] guy
[8] govmikedewine
[7] mr
[7] science
[7] dattuh
[7] aka
[7] covid
[6] deaths
[6] died
[5] include

Top Words in Tweet in G9:
[3] govmikedewine
[3] jimrenacci
[3] covid
[2] dannoacton
[2] teamrenacci
[2] ohiogop
[2] mandates
[2] businesses

Top Words in Tweet in G10:
[3] side
[3] effects

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[61] paging,ohio
[61] ohio,nurses
[61] nurses,cnas
[61] cnas,doctors
[61] doctors,office
[61] office,staff
[61] staff,#projectveritas
[61] #projectveritas,looking
[61] looking,inside
[61] inside,info

Top Word Pairs in Tweet in G1:
[55] paging,ohio
[55] ohio,nurses
[55] nurses,cnas
[55] cnas,doctors
[55] doctors,office
[55] office,staff
[55] staff,#projectveritas
[55] #projectveritas,looking
[55] looking,inside
[55] inside,info

Top Word Pairs in Tweet in G2:
[2] dystateofmind,repcohen
[2] repcohen,rephankjohnson
[2] rephankjohnson,repteddeutch
[2] repteddeutch,repjeffries
[2] repjeffries,davidcicilline
[2] davidcicilline,tedlieu
[2] tedlieu,repraskin
[2] repraskin,repjayapal
[2] repjayapal,repgregstanton
[2] repgregstanton,repdean

Top Word Pairs in Tweet in G3:
[8] thebossmom78,govmikedewine
[7] govmikedewine,ohdeptofhealth
[6] someone,ohio
[6] ohio,press
[6] press,corps
[6] corps,damn
[6] damn,job
[6] job,ask
[6] ask,govmikedewine
[6] govmikedewine,hcq

Top Word Pairs in Tweet in G4:
[10] money,govmikedewine
[10] govmikedewine,look
[10] look,well
[10] well,covid
[10] covid,policy
[10] policy,worked
[10] worked,irl
[10] irl,ltgovhusted
[10] ltgovhusted,really
[10] really,wanna

Top Word Pairs in Tweet in G5:
[7] govmikedewine,intel
[3] govmikedewine,dispatchalerts
[3] dispatchalerts,intel
[3] over,700
[3] covid,deaths
[3] intel,ohiovets
[2] 700,covid
[2] ohio,over
[2] state,ohio
[2] deaths,reported

Top Word Pairs in Tweet in G6:
[2] #covid19,#omicron
[2] #omicron,mtosterholm
[2] mtosterholm,drericding
[2] drericding,erictopol
[2] erictopol,covidwatch
[2] covidwatch,scottgottliebmd
[2] scottgottliebmd,covid_canada
[2] covid_canada,nytimes
[2] nytimes,bbcworld
[2] bbcworld,govkathyhochul

Top Word Pairs in Tweet in G7:
[2] ohio,cleveland
[2] cleveland,govmikedewine
[2] govmikedewine,ltgovhusted
[2] ltgovhusted,abc
[2] abc,nbc
[2] nbc,cbs
[2] cbs,wews
[2] wews,wkyc
[2] wkyc,cleveland19news
[2] cleveland19news,fox8news

Top Word Pairs in Tweet in G8:
[7] mr,science
[7] science,dattuh
[7] dattuh,guy
[7] guy,aka
[7] aka,govmikedewine
[5] govmikedewine,covid
[5] covid,deaths
[5] deaths,include
[5] include,many
[5] many,died

Top Word Pairs in Tweet in G9:
[2] govmikedewine,jimrenacci
[2] dannoacton,govmikedewine
[2] jimrenacci,teamrenacci
[2] teamrenacci,ohiogop

Top Word Pairs in Tweet in G10:
[3] side,effects

Top Replied-To
Top Replied-To in Entire Graph:
@govmikedewine
@stays_in
@yannaccio2
@thebossmom78
@carrie_benton
@afavon440
@forced2u
@dystateofmind
@rafatshannak
@dannoacton

Top Replied-To in G1:
@govmikedewine
@thebossmom78
@kimbalea

Top Replied-To in G2:
@dystateofmind

Top Replied-To in G3:
@stays_in
@rafatshannak
@thebossmom78
@momangel92
@carrie_benton
@cecilia72418
@666beelzibub666

Top Replied-To in G4:
@kirseybelle
@ohiocovid1
@govmikedewine
@ltgovhusted

Top Replied-To in G5:
@govmikedewine
@afavon440
@forced2u
@jerzygi69675609
@richmuny
@mom72buckeye

Top Replied-To in G7:
@ohio

Top Replied-To in G8:
@carrie_benton
@brianada65

Top Replied-To in G9:
@dannoacton
@fildog21

Top Mentioned
Top Mentioned in Entire Graph:
@govmikedewine
@dannoacton
@ltgovhusted
@thebossmom78
@ohdeptofhealth
@aupairalegal
@intel
@ohiogop
@ohio
@carrie_benton

Top Mentioned in G1:
@govmikedewine
@dannoacton
@ohiogop
@jcgfrippout
@norahma20412961
@strawberry_flds
@jimrenacci

Top Mentioned in G2:
@repcohen
@rephankjohnson
@repteddeutch
@repjeffries
@davidcicilline
@tedlieu
@repraskin
@repjayapal
@repgregstanton
@repdean

Top Mentioned in G3:
@govmikedewine
@thebossmom78
@ohdeptofhealth
@dannoacton
@carrie_benton
@ohio
@bojangled22
@30kelsc
@ohiohospitals
@aupairalegal

Top Mentioned in G4:
@govmikedewine
@ltgovhusted
@aupairalegal
@ohdeptofhealth
@bengals
@dannoacton
@carrieb0351
@ohiocovid1
@jeremyredfernfl
@scott_wiggam

Top Mentioned in G5:
@intel
@govmikedewine
@dispatchalerts
@ohiovets
@ltgovhusted
@richmuny
@jobsohio

Top Mentioned in G6:
@mtosterholm
@drericding
@erictopol
@covidwatch
@scottgottliebmd
@covid_canada
@nytimes
@bbcworld
@govkathyhochul
@govmikedewine

Top Mentioned in G7:
@cleveland
@govmikedewine
@ltgovhusted
@abc
@nbc
@cbs
@wews
@wkyc
@cleveland19news
@fox8news

Top Mentioned in G8:
@govmikedewine
@jrnave
@30kelsc
@potus
@freedom1796ya
@dannoacton

Top Mentioned in G9:
@govmikedewine
@jimrenacci
@teamrenacci
@ohiogop
@bachiejaime
@rsbnetwork
@dramyacton
@ohdeptofhealth

Top Mentioned in G10:
@robschneider
@tuckercarlson
@govmikedewine
@cdcgov
@fda_drug_info
@govrondesantis
@realcandaceo

Top Tweeters
Top Tweeters in Entire Graph:
@onahunttoday
@rhonda_harbison
@nytimes
@bprophetable
@b52malmet
@abc
@lee_in_iowa
@cnn
@bradparker_
@wkyc

Top Tweeters in G1:
@bprophetable
@ohioyallers
@desicuban
@jcgfrippout
@alliemarie777
@feedingtubepaul
@magicalmomu7
@dsh_oh
@aanaaxo
@finozin

Top Tweeters in G2:
@michaelbd
@umich
@prof_kennedy
@tedlieu
@repjayapal
@dleonhardt
@normeisen
@davidcicilline
@gwaynemiller
@joaquincastrotx

Top Tweeters in G3:
@ap
@pabloleslie
@akrosbooks
@dlynhm
@ohio
@30kelsc
@rafatshannak
@stays_in
@ohiohospitals
@boldlymoving

Top Tweeters in G4:
@anglily1
@michael33607037
@jeremyredfernfl
@silentm89230801
@bengals
@kirseybelle
@clbsch
@carrieb0351
@diane_rapier
@ohiocovid1

Top Tweeters in G5:
@dispatchalerts
@stevenharp_
@afavon440
@richmuny
@intel
@jobsohio
@maxwellmudd
@opheliawallace
@strangertings1
@ohiovets

Top Tweeters in G6:
@nytimes
@bbcworld
@drericding
@erictopol
@scottgottliebmd
@govkathyhochul
@dumovicdude
@covid_canada
@mtosterholm
@covidwatch

Top Tweeters in G7:
@onahunttoday
@abc
@cnn
@wkyc
@wews
@fox8news
@cleveland19news
@nbc
@cbs
@cleveland

Top Tweeters in G8:
@allohio1974
@680x0kern
@jrnave
@freedom1796ya
@kfp7628
@brianada65
@potus
@dr_krf

Top Tweeters in G9:
@rsbnetwork
@fildog21
@jimrenacci
@bluepoi02400938
@teamrenacci
@cherokeescout73
@bachiejaime
@dramyacton

Top Tweeters in G10:
@cdcgov
@fda_drug_info
@realcandaceo
@markarm30682214
@govrondesantis
@tuckercarlson
@robschneider


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