(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine), Twitter, 2/21/2022 1:32:24 AM, 272043


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(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine)_2022-02-20_17-27-30.xlsx
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine)_2022-02-20_17-27-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2022
Short Description:
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine) via NodeXL https://bit.ly/3h2uAa8
@govmikedewine
@prof_kennedy
@richmuny
@dannoacton
@onahunttoday
@jimeaglenomask
@opinionator15
@the_manzino
@akrosbooks
@griswold_lois

Top hashtags:
#neverforget
#covid19

Description:
Description
The graph represents a network of 218 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, 21 February 2022 at 01:27 UTC.

The requested start date was Monday, 21 February 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 12-day, 1-hour, 20-minute period from Monday, 07 February 2022 at 12:33 UTC to Saturday, 19 February 2022 at 13:53 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 : 218
Unique Edges : 268
Edges With Duplicates : 171
Total Edges : 439
Number of Edge Types : 5
Replies to : 58
Mentions : 196
MentionsInRetweet : 135
Retweet : 45
Tweet : 5
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.00920245398773006
Reciprocated Edge Ratio : 0.0182370820668693
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 215
Maximum Edges in a Connected Component : 436
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 3.04573
Graph Density : 0.00695472033145901
Modularity : 0.521626
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 218 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, 21 February 2022 at 01:27 UTC.

The requested start date was Monday, 21 February 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 12-day, 1-hour, 20-minute period from Monday, 07 February 2022 at 12:33 UTC to Saturday, 19 February 2022 at 13:53 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://coronavirus.ohio.gov/
[2] https://twitter.com/GovMikeDeWine/status/1246177255669276675
[2] https://twitter.com/GovMikeDeWine/status/1243950981852721152
[1] https://twitter.com/thebadegg3/status/1494892947514527744
[1] https://twitter.com/GovMikeDeWine/status/1326658896501616640
[1] https://twitter.com/GovMikeDeWine/status/1274005267831599104
[1] https://www.youtube.com/watch?v=Yf-G6TUv3ck&feature=youtu.be

[1] https://twitter.com/govmikedewine/status/1260227985195630592
[1] https://twitter.com/democracydocket/status/1494440028017201155
[1] https://twitter.com/joingles/status/1494415129886220291

Top URLs in Tweet in G1:
[1] https://www.washingtonpost.com/world/2022/02/10/covid-half-world-fully-vaccinated-covax/

Top URLs in Tweet in G2:
[2] https://twitter.com/GovMikeDeWine/status/1243950981852721152
[2] https://twitter.com/GovMikeDeWine/status/1246177255669276675
[1] https://twitter.com/GovMikeDeWine/status/1241078697932861440
[1] https://twitter.com/GovMikeDeWine/status/1240351020359856131
[1] https://twitter.com/GovMikeDeWine/status/1268973871874609153
[1] https://twitter.com/GovMikeDeWine/status/1255573902874509313
[1] https://twitter.com/govmikedewine/status/1243950981852721152
[1] https://twitter.com/govmikedewine/status/1260227985195630592
[1] https://www.columbusnavigator.com/covid-19-columbus-business-closures/
[1] https://twitter.com/govmikedewine/status/1493066778574041088

Top URLs in Tweet in G3:
[2] https://coronavirus.ohio.gov/
[1] https://twitter.com/thebadegg3/status/1494892947514527744
[1] https://twitter.com/GovMikeDeWine/status/1274005267831599104
[1] https://twitter.com/GovMikeDeWine/status/1326658896501616640
[1] https://twitter.com/democracydocket/status/1494440028017201155
[1] https://twitter.com/joingles/status/1494415129886220291
[1] https://twitter.com/goodblackdude/status/1494362206330183680
[1] https://www.msn.com/en-us/sports/nfl/dewine-ohio-e2-80-98proud-of-bengals-super-bowl-appearance/ar-AATOy3f
[1] https://twitter.com/RMConservative/status/1491480461733941249
[1] https://twitter.com/rmconservative/status/1491417997470277646

Top URLs in Tweet in G4:
[1] https://twitter.com/chaotic_element/status/1494087533441003522
[1] https://twitter.com/jake_zuckerman/status/1490667211723321345

Top URLs in Tweet in G5:
[1] https://twitter.com/nextlamayor/status/1485652486836817924
[1] https://docmerit.com/doc/show/treatment-of-corona-virus-epidemic

Top URLs in Tweet in G6:
[1] https://patch.com/ohio/mentor/s/i4670/fda-wants-more-data-on-covid-shot-for-kids-how-ohio-is-impacted?utm_source=nearby-news&utm_medium=email&utm_campaign=alert

Top URLs in Tweet in G10:
[1] https://www.tampabay.com/news/health/2022/02/05/florida-adds-132622-covid-cases-1324-deaths-in-past-week/

Top Domains
Top Domains in Tweet in Entire Graph:
[25] twitter.com
[2] ohio.gov
[1] youtube.com
[1] columbusnavigator.com
[1] cincinnati.com
[1] patch.com
[1] msn.com
[1] wmfd.com
[1] washingtonpost.com
[1] tampabay.com

Top Domains in Tweet in G1:
[1] washingtonpost.com

Top Domains in Tweet in G2:
[11] twitter.com
[1] columbusnavigator.com

Top Domains in Tweet in G3:
[8] twitter.com
[2] ohio.gov
[1] msn.com
[1] wmfd.com

Top Domains in Tweet in G4:
[2] twitter.com

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

Top Domains in Tweet in G6:
[1] patch.com

Top Domains in Tweet in G10:
[1] tampabay.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] neverforget
[4] covid19
[2] covid
[2] covid19ohioready
[2] stayhomeohio
[2] boycottsuperbowllvi
[1] covidlockdowns
[1] essentialbusinesses
[1] neverdewine
[1] gopbetrayedamerica



Top Hashtags in Tweet in G1:
[1] vaccineequity
[1] vaccinenationalism
[1] seekingjustice

Top Hashtags in Tweet in G2:
[6] neverforget
[1] primarydewine

Top Hashtags in Tweet in G3:
[4] covid19
[2] covid
[2] covid19ohioready
[2] stayhomeohio
[1] covidlockdowns
[1] essentialbusinesses
[1] neverforget
[1] neverdewine
[1] inthistogetherohio
[1] truth

Top Hashtags in Tweet in G4:
[1] mikedewinedidthat

Top Hashtags in Tweet in G5:
[2] boycottsuperbowllvi

Top Words
Top Words in Tweet in Entire Graph:
[117] govmikedewine
[99] covid
[38] ohio
[28] richmuny
[23] remember
[20] bengals
[18] lockdowns
[17] dewine
[17] during
[16] 2020

Top Words in Tweet in G1:
[2] many
[2] beyond

Top Words in Tweet in G2:
[49] covid
[46] govmikedewine
[28] richmuny
[23] ohio
[21] remember
[18] lockdowns
[15] 2020
[14] ltgovhusted
[14] during
[13] dewine

Top Words in Tweet in G3:
[29] govmikedewine
[22] covid
[6] re
[6] governor
[6] virus
[6] more
[6] kcdartexpress
[5] ohio
[5] oic161
[5] four

Top Words in Tweet in G4:
[9] govmikedewine
[6] covid
[3] ohdeptofhealth
[3] dannoacton
[3] ohio
[3] huge
[3] give
[2] comrade
[2] premier
[2] minions

Top Words in Tweet in G5:
[10] govmikedewine
[10] bengals
[9] cagovernor
[9] gavinnewsom
[9] ramsnfl
[5] office
[4] hey
[4] gavin
[4] called
[4] week

Top Words in Tweet in G6:
[2] ohio
[2] cleveland
[2] ohpediatricians
[2] ab_peds
[2] ameracadpeds
[2] acpeds
[2] govmikedewine
[2] ltgovhousted
[2] fda
[2] more

Top Words in Tweet in G7:
[2] virus
[2] vaccine
[2] rna
[2] based
[2] much
[2] larger

Top Words in Tweet in G8:
[6] govmikedewine
[3] joshrultnews
[3] spectrumnews1oh
[3] ohio
[3] #1
[3] covid
[3] deaths
[3] couldn
[3] herd
[2] 1sassysnowflake

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] govmikedewine,bengals
[13] richmuny,govmikedewine
[13] covid,lockdowns
[12] govmikedewine,ltgovhusted
[11] during,covid
[9] richmuny,check
[9] check,govmikedewine
[9] cagovernor,gavinnewsom
[9] gavinnewsom,govmikedewine
[9] bengals,ramsnfl

Top Word Pairs in Tweet in G2:
[13] richmuny,govmikedewine
[13] covid,lockdowns
[12] govmikedewine,ltgovhusted
[9] check,govmikedewine
[9] during,covid
[9] richmuny,check
[8] look,back
[8] govmikedewine,stevestivers
[7] back,remember
[7] govmikedewine,bengals

Top Word Pairs in Tweet in G3:
[5] kcdartexpress,govmikedewine
[4] oic161,kcdartexpress
[4] govmikedewine,first
[4] first,covid
[4] covid,positive
[4] positive,live
[4] live,march
[4] march,9th
[4] 9th,more
[4] more,four

Top Word Pairs in Tweet in G4:
[2] comrade,premier
[2] premier,govmikedewine
[2] govmikedewine,minions
[2] minions,ltgovhusted
[2] ltgovhusted,ohdeptofhealth
[2] ohdeptofhealth,evil
[2] evil,tried
[2] tried,against
[2] against,humanity
[2] humanity,extreme

Top Word Pairs in Tweet in G5:
[10] govmikedewine,bengals
[9] cagovernor,gavinnewsom
[9] gavinnewsom,govmikedewine
[9] bengals,ramsnfl
[4] ramsnfl,hey
[4] hey,gavin
[4] gavin,called
[4] called,office
[4] office,week
[4] week,concerned

Top Word Pairs in Tweet in G6:
[2] ohio,cleveland
[2] cleveland,ohpediatricians
[2] ohpediatricians,ab_peds
[2] ab_peds,ameracadpeds
[2] ameracadpeds,acpeds
[2] acpeds,govmikedewine
[2] govmikedewine,ltgovhousted
[2] ltgovhousted,fda
[2] fda,more
[2] more,data

Top Word Pairs in Tweet in G8:
[3] joshrultnews,govmikedewine
[3] govmikedewine,spectrumnews1oh
[3] spectrumnews1oh,ohio
[3] ohio,#1
[3] #1,covid
[3] covid,deaths
[3] deaths,govmikedewine
[3] govmikedewine,couldn
[3] couldn,herd
[2] 1sassysnowflake,joshrultnews

Top Replied-To
Top Replied-To in Entire Graph:
@govmikedewine
@cagovernor
@jrnave
@shannonrwatts
@jaydevans2
@djlisablayde
@joshrultnews
@fireaxe14
@prayer_fitness
@thebadegg3

Top Replied-To in G1:
@dystateofmind

Top Replied-To in G2:
@govmikedewine
@ltgovhusted
@thebadegg3
@prayer_fitness
@fireaxe14

Top Replied-To in G3:
@govmikedewine
@knecessary
@franklarose
@kate4djt
@oic161
@kcdartexpress

Top Replied-To in G4:
@jrnave
@us_marj
@chaotic_element

Top Replied-To in G5:
@cagovernor
@govmikedewine

Top Replied-To in G6:
@ohio

Top Replied-To in G7:
@jaydevans2

Top Replied-To in G8:
@joshrultnews

Top Replied-To in G9:
@masksoff247

Top Replied-To in G10:
@whoodiz

Top Mentioned
Top Mentioned in Entire Graph:
@govmikedewine
@richmuny
@bengals
@ltgovhusted
@gavinnewsom
@ramsnfl
@stevestivers
@kcdartexpress
@mikedewine
@cagovernor

Top Mentioned in G1:
@repcohen
@rephankjohnson
@repteddeutch
@repjeffries
@davidcicilline
@tedlieu
@repraskin
@repjayapal
@repgregstanton
@repdean

Top Mentioned in G2:
@govmikedewine
@richmuny
@ltgovhusted
@stevestivers
@bengals
@nbaallstar
@ohiofindithere
@cavs
@jonhusted
@ypo

Top Mentioned in G3:
@govmikedewine
@kcdartexpress
@mikedewine
@oic161
@kate4djt
@ericrsammons
@real_sheepdog
@teamrenacci
@uc_health
@joeyb

Top Mentioned in G4:
@govmikedewine
@ohdeptofhealth
@dannoacton
@ltgovhusted
@jake_zuckerman
@pfizer
@moderna_tx
@mamahorbs
@potus
@samcaudell

Top Mentioned in G5:
@bengals
@gavinnewsom
@govmikedewine
@ramsnfl
@cagovernor
@regan_beegle
@calfit32

Top Mentioned in G6:
@cleveland
@ohpediatricians
@ab_peds
@ameracadpeds
@acpeds
@govmikedewine
@onahunttoday
@ohio

Top Mentioned in G7:
@catlady111310
@dudemanbrodog13
@zartman12
@govmikedewine

Top Mentioned in G8:
@govmikedewine
@spectrumnews1oh
@1sassysnowflake
@joshrultnews

Top Mentioned in G9:
@govmikedewine
@fox8news
@clevelanddotcom
@wkyc

Top Mentioned in G10:
@ohiodnr
@govmikedewine
@bengals
@cincyusa
@ohiofindithere

Top Tweeters
Top Tweeters in Entire Graph:
@onahunttoday
@bonbee81
@wlwt
@politico
@wkyc
@suki3hunna
@rifleman4wvu
@clevelanddotcom
@tsnmike
@wsyx6

Top Tweeters in G1:
@michaelbd
@prof_kennedy
@tedlieu
@repjayapal
@dleonhardt
@normeisen
@neal_katyal
@joaquincastrotx
@davidcicilline
@gwaynemiller

Top Tweeters in G2:
@rifleman4wvu
@slaybells3
@terriissickofu
@cavs
@richmuny
@tedstirr
@garykleeman
@conicon35577320
@ypo
@freethi12311357

Top Tweeters in G3:
@marciaj84682467
@alliemarie777
@kcdartexpress
@jeannemullahy1
@kate4djt
@real_sheepdog
@coachpugs426
@s_doogood
@robin_baxter
@knecessary

Top Tweeters in G4:
@us_marj
@dannoacton
@torc26
@mamahorbs
@30kelsc
@andyfurniss
@laughatlefties
@samcaudell
@jrnave
@jake_zuckerman

Top Tweeters in G5:
@ramsnfl
@cprov31
@calfit32
@bengals
@luigislogic
@agnesisaiah4110
@gavinnewsom
@cagovernor
@mommagcali
@josefinahartle1

Top Tweeters in G6:
@onahunttoday
@ohio
@ameracadpeds
@ohpediatricians
@acpeds
@ab_peds
@cleveland

Top Tweeters in G7:
@catlady111310
@the_manzino
@zartman12
@dudemanbrodog13
@jaydevans2

Top Tweeters in G8:
@suki3hunna
@1sassysnowflake
@spectrumnews1oh
@joshrultnews
@hamboniephone

Top Tweeters in G9:
@wkyc
@clevelanddotcom
@fox8news
@jimeaglenomask
@masksoff247

Top Tweeters in G10:
@akrosbooks
@ohiofindithere
@cincyusa
@ohiodnr
@whoodiz


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