(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine), Twitter, 4/4/2022 12:52:17 AM, 274225


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(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine)_2022-04-03_17-27-30.xlsx
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine)_2022-04-03_17-27-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 04, 2022
Short Description:
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine) via NodeXL https://bit.ly/3K5RRFh
@govmikedewine
@prof_kennedy
@drip_flood
@richmuny
@onahunttoday
@potst1r
@danielt83659302
@multistateassoc
@jamesboshears1
@ughrats

Top hashtags:
#covid
#stateofthestate

Description:
Description
The graph represents a network of 230 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, 04 April 2022 at 00:27 UTC.

The requested start date was Monday, 04 April 2022 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, 11-hour, 14-minute period from Monday, 21 March 2022 at 01:00 UTC to Sunday, 03 April 2022 at 12:14 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 : 230
Unique Edges : 228
Edges With Duplicates : 191
Total Edges : 419
Number of Edge Types : 5
Retweet : 67
MentionsInRetweet : 138
Mentions : 159
Replies to : 51
Tweet : 4
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.00974025974025974
Reciprocated Edge Ratio : 0.0192926045016077
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 229
Maximum Edges in a Connected Component : 418
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3.039892
Graph Density : 0.00590468957660908
Modularity : 0.530277
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 230 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, 04 April 2022 at 00:27 UTC.

The requested start date was Monday, 04 April 2022 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, 11-hour, 14-minute period from Monday, 21 March 2022 at 01:00 UTC to Sunday, 03 April 2022 at 12:14 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:
[1] https://twitter.com/shannonrwatts/status/1510281643273031684
[1] https://www.nytimes.com/2022/03/31/opinion/covid-mandates-choices-anger.html
[1] https://twitter.com/thefoodbankinc/status/1508519301048852482
[1] https://www.10tv.com/article/news/health/coronavirus/ohio-court-to-weigh-end-of-300-weekly-unemployment-payment/530-864e4104-3bc1-47aa-a5c2-ba70e5ad98ff
[1] https://twitter.com/GovMikeDeWine/status/1254839421494583296
[1] https://twitter.com/thecalvincooli1/status/1508135523432505346
[1] https://twitter.com/Mary_Cathryn610/status/1508041128381198337
[1] https://www.iheart.com/podcast/76-brandon-boxer-73400390/episode/mike-dewine--governor-of-ohio--recaps-the-state-of-the-state-and-more-94642045?cmp=ios_share&sc=ios_social_share&pr=false
[1] https://twitter.com/lifenewshq/status/1507542869606903812
[1] https://twitter.com/heathertayl/status/1507365359740989451

Top URLs in Tweet in G1:
[1] https://www.iheart.com/podcast/76-brandon-boxer-73400390/episode/mike-dewine--governor-of-ohio--recaps-the-state-of-the-state-and-more-94642045?cmp=ios_share&sc=ios_social_share&pr=false
[1] https://twitter.com/lifenewshq/status/1507542869606903812
[1] https://abc6onyourside.com/newsletter-daily/ohio-gov-mike-dewine-state-of-the-state-address-statehouse-covid-19-pandemic-primary-election-first-term-intel-business-gun-control-job-creation-economy-redistricting-3-23-2022
[1] https://apis.mail.yahoo.com/ws/v3/mailboxes/@.id==VjN-8cGQWqu5DDMPWIF-gfsH3htm1eU7KMdY4jV4gcfUUAOihiNEU8D--bqByezwzWIb_tmbZU_QP6bd5QzJLzvu9w/messages/@.id==AJQCPLd9cgZyXsv8cwEsyAeMW8Q/content/parts/@.id==2/refresh?appid=YMailNorrin&ymreqid=e8ab8bbd-5b5c-6230-1cee-3e00a9016c00
[1] https://wchstv.com/news/nation-world/ohio-gov-mike-dewine-state-of-the-state-address-statehouse-covid-19-pandemic-primary-election-first-term-intel-business-gun-control-job-creation-economy-redistricting-3-23-2022
[1] https://twitter.com/doughaddix/status/1503737331911700487
[1] https://abc6onyourside.com/news/local/ohio-gov-mike-dewine-state-of-the-state-address-statehouse-covid-19-pandemic-primary-election-first-term-intel-business-gun-control-job-creation-economy-redistricting-3-23-2022
[1] https://dayton247now.com/news/local/ohio-republican-gov-mike-dewine-to-give-statewide-address-after-covid-19-pandemic-delay-coronavirus-guns-abortion-primary-election

Top URLs in Tweet in G2:
[1] https://www.nytimes.com/2022/03/31/opinion/covid-mandates-choices-anger.html

Top URLs in Tweet in G3:
[1] https://twitter.com/GovMikeDeWine/status/1245843286297886721
[1] https://twitter.com/GovMikeDeWine/status/1326657062856777728
[1] https://twitter.com/RichMuny/status/1506624802227998721
[1] https://twitter.com/GovMikeDeWine/status/1392597516265435139
[1] https://twitter.com/GovMikeDeWine/status/1238177953126604801
[1] https://twitter.com/GovMikeDeWine/status/1254839421494583296

Top URLs in Tweet in G5:
[1] https://www.10tv.com/article/news/health/coronavirus/ohio-court-to-weigh-end-of-300-weekly-unemployment-payment/530-864e4104-3bc1-47aa-a5c2-ba70e5ad98ff
[1] https://twitter.com/thefoodbankinc/status/1508519301048852482

Top URLs in Tweet in G7:
[1] https://twitter.com/shannonrwatts/status/1510281643273031684
[1] https://twitter.com/Mary_Cathryn610/status/1508041128381198337
[1] https://twitter.com/heathertayl/status/1507365359740989451

Top URLs in Tweet in G8:
[1] https://twitter.com/thecalvincooli1/status/1508135523432505346

Top Domains
Top Domains in Tweet in Entire Graph:
[15] twitter.com
[2] abc6onyourside.com
[1] nytimes.com
[1] 10tv.com
[1] iheart.com
[1] yahoo.com
[1] wchstv.com
[1] dispatch.com
[1] dayton247now.com

Top Domains in Tweet in G1:
[2] twitter.com
[2] abc6onyourside.com
[1] iheart.com
[1] yahoo.com
[1] wchstv.com
[1] dayton247now.com

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

Top Domains in Tweet in G3:
[6] twitter.com

Top Domains in Tweet in G5:
[1] 10tv.com
[1] twitter.com

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

Top Domains in Tweet in G8:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] covid
[3] stateofthestate
[2] ohio
[2] mentalhealth
[2] addictionrecovery
[1] cdc
[1] secondbooster
[1] sb22
[1] rememberinnovember
[1] voteblueoverq



Top Hashtags in Tweet in G1:
[3] stateofthestate
[2] ohio
[2] mentalhealth
[2] addictionrecovery
[1] ohiosots22
[1] antivaxx
[1] andjustlikethat
[1] americanrescueplan
[1] covid

Top Hashtags in Tweet in G3:
[1] liberty
[1] primarydewine
[1] sb22
[1] cdc

Top Hashtags in Tweet in G6:
[1] covid

Top Hashtags in Tweet in G7:
[1] rememberinnovember
[1] voteblueoverq
[1] dosomething
[1] covid
[1] policereform
[1] gunviolence
[1] fairmaps

Top Words
Top Words in Tweet in Entire Graph:
[105] govmikedewine
[77] covid
[39] ohio
[35] during
[24] dewine
[24] state
[21] take
[19] below
[19] test
[18] map

Top Words in Tweet in G1:
[54] govmikedewine
[25] covid
[19] during
[16] state
[15] local
[14] decades
[14] funding
[14] cuts
[14] republicans
[14] governments

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

Top Words in Tweet in G3:
[21] dewine
[19] covid
[17] richmuny
[13] jimrenacci
[9] govmikedewine
[9] during
[8] went
[8] full
[8] authoritarian
[8] sent

Top Words in Tweet in G4:
[17] below
[17] map
[17] take
[17] driving
[17] test
[17] ohio
[17] yellow
[17] counties
[17] options
[16] drip_flood

Top Words in Tweet in G5:
[4] ohio
[4] govmikedewine
[4] ltgovhusted
[3] wews
[3] fox8news
[3] cleveland19news
[3] wkyc
[3] abc
[3] cbs
[3] nbc

Top Words in Tweet in G6:
[8] govmikedewine
[6] mikedewine
[6] covid
[5] anyone
[5] know
[5] last
[5] time
[5] tweeted
[5] guessed
[5] december

Top Words in Tweet in G7:
[4] ohiogop
[4] govmikedewine
[3] dead
[2] covid
[2] told
[2] going
[2] people

Top Words in Tweet in G8:
[2] govholcomb
[2] covid
[2] govmikedewine
[2] fear
[2] gun
[2] protect

Top Words in Tweet in G9:
[2] govmikedewine
[2] oshp
[2] covid
[2] healthy

Top Words in Tweet in G10:
[2] govmikedewine
[2] think
[2] aids

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] during,covid
[18] below,map
[18] map,take
[18] take,driving
[18] driving,test
[18] test,ohio
[18] ohio,yellow
[18] yellow,counties
[18] counties,options
[17] drip_flood,below

Top Word Pairs in Tweet in G1:
[14] govmikedewine,decades
[14] decades,funding
[14] funding,cuts
[14] cuts,republicans
[14] republicans,local
[14] local,governments
[14] governments,overwhelmed
[14] overwhelmed,quickly
[14] quickly,surging
[13] ohhousedems,govmikedewine

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

Top Word Pairs in Tweet in G3:
[9] during,covid
[8] jimrenacci,dewine
[8] dewine,went
[8] went,full
[8] full,authoritarian
[8] authoritarian,during
[8] covid,sent
[8] sent,undercover
[8] undercover,agents
[8] agents,retail

Top Word Pairs in Tweet in G4:
[17] below,map
[17] map,take
[17] take,driving
[17] driving,test
[17] test,ohio
[17] ohio,yellow
[17] yellow,counties
[17] counties,options
[16] drip_flood,below
[16] options,jackas

Top Word Pairs in Tweet in G5:
[4] govmikedewine,ltgovhusted
[3] fox8news,cleveland19news
[3] abc,cbs
[2] ohio,cleveland
[2] cleveland,govmikedewine
[2] ltgovhusted,spectrumnewsohio
[2] spectrumnewsohio,wews
[2] wews,fox8news
[2] cleveland19news,wkyc
[2] wkyc,abc

Top Word Pairs in Tweet in G6:
[5] anyone,know
[5] know,last
[5] last,time
[5] time,govmikedewine
[5] govmikedewine,mikedewine
[5] mikedewine,tweeted
[5] tweeted,covid
[5] covid,guessed
[5] guessed,december
[5] december,2021

Top Word Pairs in Tweet in G7:
[2] ohiogop,govmikedewine

Top Replied-To
Top Replied-To in Entire Graph:
@govmikedewine
@ohio
@richmuny
@teamrenacci
@ianmsc
@dystateofmind
@grantsillypants
@chriscpandolfo
@fashbaughd
@jeannine_bartel

Top Replied-To in G1:
@govmikedewine
@frederi64496113
@bgcohio
@cynthiaharless1
@chloe99812690

Top Replied-To in G2:
@dystateofmind

Top Replied-To in G3:
@govmikedewine
@teamrenacci
@richmuny
@jimrenacci
@socialistpatri1

Top Replied-To in G5:
@ohio
@markpiam

Top Replied-To in G6:
@ohiopress
@mikedewine

Top Replied-To in G7:
@ohiosenatedems
@ohiogop

Top Replied-To in G8:
@govholcomb
@malik223452

Top Replied-To in G9:
@govmikedewine
@readreadready

Top Replied-To in G10:
@grantsillypants
@govmikedewine

Top Mentioned
Top Mentioned in Entire Graph:
@govmikedewine
@drip_flood
@richmuny
@jimrenacci
@ohhousedems
@ohnationalguard
@ohiofoodbanks
@mikedewine
@allentown1711
@ohiomfg

Top Mentioned in G1:
@govmikedewine
@ohhousedems
@ohnationalguard
@ohiofoodbanks
@tylerjoelb
@ohiocovid1
@theboxershow
@610wtvnnews
@theohiocouncil
@bjtxpa

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

Top Mentioned in G3:
@richmuny
@jimrenacci
@govmikedewine
@ohiomfg
@teamrenacci
@oheducation
@drip_flood
@potus

Top Mentioned in G4:
@drip_flood
@govmikedewine
@joeblystone22
@jimrenacci

Top Mentioned in G5:
@govmikedewine
@ltgovhusted
@wews
@fox8news
@cleveland19news
@wkyc
@abc
@cbs
@nbc
@cleveland

Top Mentioned in G6:
@govmikedewine
@mikedewine
@allentown1711
@joeblystone22
@ohiorestaurant

Top Mentioned in G7:
@govmikedewine
@ohiogop
@ohrgopcaucus
@franklarose

Top Mentioned in G8:
@govmikedewine
@jpizzle0329
@basedbcs
@trevorpeterstv
@govholcomb
@fox19

Top Mentioned in G9:
@oshp
@ohioag
@govmikedewine

Top Mentioned in G10:
@pietro_dave
@govmikedewine
@ohiospf

Top Tweeters
Top Tweeters in Entire Graph:
@onahunttoday
@antarianrani
@austinlouis5
@abc
@wkyc
@alvarez_nimer
@ohioyallers
@fox19
@wews
@pauladrake

Top Tweeters in G1:
@antarianrani
@alvarez_nimer
@pauladrake
@skel531
@steeljacket729
@610wtvnnews
@gointocanada
@wchs8fox11
@gobuxgal
@dayton247now

Top Tweeters in G2:
@michaelbd
@prof_kennedy
@tedlieu
@repjayapal
@dleonhardt
@normeisen
@joaquincastrotx
@davidcicilline
@neal_katyal
@pramilajayapal

Top Tweeters in G3:
@magicalmomu7
@richmuny
@tedstirr
@sunshineoms1900
@oheducation
@jrnave
@adriannamariet
@scottpullins
@nancyalice1
@bielozer

Top Tweeters in G4:
@ohioyallers
@nanbumhall
@kettlecorn1234
@sigmacenturion
@bk2sq1
@terriblewis1
@mikezimmer_gmz
@erichhartmann
@swimmermomma
@freedom35045941

Top Tweeters in G5:
@onahunttoday
@abc
@wkyc
@wews
@fox8news
@cleveland19news
@ohio
@nbc
@spectrumnews1oh
@cbs

Top Tweeters in G6:
@jeannemullahy1
@frederi64496113
@the_dc_5
@justin_4america
@ohiorestaurant
@brockwaycassie
@grammybridge
@allentown1711
@mikedewine
@joeblystone22

Top Tweeters in G7:
@dorothybeach
@nothim_thatguy
@ohiogop
@davidj62838693
@ohiosenatedems
@franklarose
@ohrgopcaucus
@jamesboshears1

Top Tweeters in G8:
@fox19
@potst1r
@govholcomb
@bricklayer2021
@trevorpeterstv
@jpizzle0329
@malik223452
@basedbcs

Top Tweeters in G9:
@lumpycuplichen
@nheld
@oshp
@readreadready
@ohioag

Top Tweeters in G10:
@grantsillypants
@danielt83659302
@ohiospf
@pietro_dave


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