(corona OR virus OR covid) (%22Gov GA%22 OR BrianKempGA), Twitter, 11/4/2020 11:04:54 PM, 239469


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(corona OR virus OR covid) (%22Gov GA%22 OR BrianKempGA)_2020-11-03_15-58-31.xlsx
(corona OR virus OR covid) ("Gov GA" OR BrianKempGA)_2020-11-03_15-58-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 04, 2020
Short Description:
(corona OR virus OR covid) ("Gov GA" OR BrianKempGA) via NodeXL https://bit.ly/3n5NPkn
@briankempga
@tippytopshapeu
@kloeffler
@s_n_pert_sun
@jskj9121
@brownyasmine
@cherylscript
@notrods
@miahammonds1
@realdonaldtrump

Top hashtags:
#covid
#georgia
#covid19

Description:
Description
The graph represents a network of 481 Twitter users whose tweets in the requested range contained "(corona OR virus OR covid) ("Gov GA" OR BrianKempGA)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 03 November 2020 at 23:58 UTC.

The requested start date was Monday, 02 November 2020 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, 20-hour, 13-minute period from Monday, 19 October 2020 at 02:25 UTC to Sunday, 01 November 2020 at 22:38 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 : 481
Unique Edges : 616
Edges With Duplicates : 685
Total Edges : 1301
Number of Edge Types : 5
Retweet : 109
MentionsInRetweet : 343
Replies to : 209
Mentions : 635
Tweet : 5
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.00354609929078014
Reciprocated Edge Ratio : 0.00706713780918728
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 475
Maximum Edges in a Connected Component : 1293
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.887522
Graph Density : 0.00367723492723493
Modularity : 0.445285
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 481 Twitter users whose tweets in the requested range contained "(corona OR virus OR covid) (%22Gov GA%22 OR BrianKempGA)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 03 November 2020 at 23:58 UTC.

The requested start date was Monday, 02 November 2020 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, 20-hour, 13-minute period from Monday, 19 October 2020 at 02:25 UTC to Sunday, 01 November 2020 at 22:38 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 GA%22 OR BrianKempGA)
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://twitter.com/wsbtv/status/1322230073500585984
[4] https://www.atlantamagazine.com/great-reads/behind-georgias-covid-19-dashboard-disaster/
[2] https://www.gpb.org/news/2020/10/30/gov-kemp-in-quarantine-after-potential-covid-19-exposure
[2] https://www.ajc.com/news/coronavirus/gov-kemp-isolates-after-covid-exposure-at-crowded-political-event/THGWAB46JJHENCTXWKP5THWTXY/
[2] https://www.ajc.com/politics/georgia-gov-kemp-may-not-be-able-to-vote-during-covid-19-quarantine/3MIZ35DEYFAQXNAQQVMSKPZD4A/
[2] https://twitter.com/wsbtv/status/1322230806052589569
[2] https://news.yahoo.com/trump-mark-meadows-control-pandemic-covid-covid-covid-losers-144243982.html
[2] https://www.nytimes.com/2020/10/23/us/covid-worst-day.html
[1] https://law.justia.com/codes/georgia/2010/title-16/chapter-11/article-2/16-11-38/
[1] https://twitter.com/Greg_Palast/status/1322666916457009152

Top URLs in Tweet in G1:
[4] https://twitter.com/wsbtv/status/1322230073500585984
[2] https://twitter.com/wsbtv/status/1322230806052589569
[2] https://www.atlantamagazine.com/great-reads/behind-georgias-covid-19-dashboard-disaster/
[1] https://law.justia.com/codes/georgia/2010/title-16/chapter-11/article-2/16-11-38/
[1] https://twitter.com/Greg_Palast/status/1322666916457009152
[1] https://www.latimes.com/science/story/2020-10-31/super-spreading-trump-rallies-led-to-more-than-700-covid-19-deaths-study?fbclid=IwAR2feFX8Zkq_yrV0xfZivbPN6g8BFKrYzsjPm02ltSf4SgpjepFnj21Exxc
[1] https://www.cnn.com/2020/10/26/politics/covid-outbreaks-trump-campaign-events/index.html
[1] https://www.ajc.com/politics/georgia-gov-kemp-may-not-be-able-to-vote-during-covid-19-quarantine/3MIZ35DEYFAQXNAQQVMSKPZD4A/?outputType=wrap&fbclid=IwAR0DmCr6-kAkUWZwzpTgt_tSWDe6DeosXIQt261C9B3Z8FwU9y7A5FsUFr4
[1] https://www.ajc.com/news/coronavirus/gov-kemp-isolates-after-covid-exposure-at-crowded-political-event/THGWAB46JJHENCTXWKP5THWTXY/
[1] https://www.ajc.com/politics/georgia-gov-kemp-may-not-be-able-to-vote-during-covid-19-quarantine/3MIZ35DEYFAQXNAQQVMSKPZD4A/

Top URLs in Tweet in G2:
[2] https://news.yahoo.com/trump-mark-meadows-control-pandemic-covid-covid-covid-losers-144243982.html
[2] https://www.nytimes.com/2020/10/23/us/covid-worst-day.html
[1] https://www.axios.com/coronavirus-cases-new-record-election-58219528-d890-4bde-b68d-2a9e328f1536.html
[1] https://www.businessinsider.com/coronavirus-david-perdue-bought-stock-company-producing-ppe-after-briefing-2020-4
[1] https://twitter.com/jewishaction/status/1321145173125013510
[1] https://amp.theguardian.com/us-news/2020/oct/25/deep-down-terrified-little-boy-bob-woodward-mary-trump-john-bolton-anthony-scaramucci-on-donald-trump
[1] https://www.washingtonpost.com/local/memorial-held-outside-white-house-in-solemn-reminder-of-more-than-200000-americans-killed-by-covid-19/2020/10/04/d6914098-0671-11eb-859b-f9c27abe638d_story.html
[1] https://warnockforgeorgia.com/

Top URLs in Tweet in G4:
[1] https://twitter.com/wsbtv/status/1322230073500585984
[1] https://www.ajc.com/news/coronavirus/gov-kemp-isolates-after-covid-exposure-at-crowded-political-event/THGWAB46JJHENCTXWKP5THWTXY/
[1] https://news.yahoo.com/asked-safe-hold-rally-amid-144300773.html?soc_src=hl-viewer&soc_trk=tw
[1] https://twitter.com/nbcnews/status/1317654156455411714

Top URLs in Tweet in G5:
[1] https://www.huffpost.com/entry/housekeeper-walter-reed-president-trump-covid-19_n_5f905e8fc5b6b005f5f1d6e4
[1] https://nypost.com/2020/08/12/coronavirus-stricken-boy-7-suffered-seizure-in-bathtub-and-drowned/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[1] https://www.13wmaz.com/article/news/local/former-longtime-principal-at-perry-middle-dies-from-covid-19/93-e9de3ac5-50e8-4dbb-bf8a-f3b1e2739131
[1] https://twitter.com/nytimes/status/1319396278795669504
[1] https://www.wsbtv.com/news/local/atlanta/grady-hospital-ceo-says-doctors-starting-see-increase-critical-care-covid-19-patients/C2RX3R2EFFFF5JXWZNGDVBBYWQ/

Top URLs in Tweet in G6:
[1] https://www.thecentersquare.com/georgia/covid-19-unemployment-recovery-in-georgia-is-the-5th-slowest-in-u-s/article_a854f7ec-13af-11eb-9d1b-7365ab4016cf.html
[1] https://twitter.com/wsbtv/status/1319739391682727938

Top URLs in Tweet in G7:
[1] https://www.msn.com/en-us/news/politics/donald-trump-supporters-are-undaunted-by-his-covid-19-diagnosis/ar-BB19H9od?ocid=msedgdhp

Top URLs in Tweet in G9:
[1] https://twitter.com/missklavs/status/1318628784665481216

Top URLs in Tweet in G10:
[1] https://www.nytimes.com/2020/05/06/opinion/coronavirus-us.html

Top Domains
Top Domains in Tweet in Entire Graph:
[24] twitter.com
[6] ajc.com
[4] atlantamagazine.com
[3] gpb.org
[3] yahoo.com
[3] nytimes.com
[2] thecentersquare.com
[2] trib.al
[1] justia.com
[1] latimes.com

Top Domains in Tweet in G1:
[11] twitter.com
[4] ajc.com
[2] trib.al
[2] atlantamagazine.com
[1] justia.com
[1] latimes.com
[1] cnn.com
[1] gpb.org

Top Domains in Tweet in G2:
[2] yahoo.com
[2] nytimes.com
[1] axios.com
[1] businessinsider.com
[1] twitter.com
[1] theguardian.com
[1] washingtonpost.com
[1] warnockforgeorgia.com

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

Top Domains in Tweet in G5:
[1] huffpost.com
[1] nypost.com
[1] 13wmaz.com
[1] twitter.com
[1] wsbtv.com

Top Domains in Tweet in G6:
[1] thecentersquare.com
[1] twitter.com

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

Top Domains in Tweet in G9:
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] covid
[5] georgia
[4] covid19
[3] covidiot
[3] kempliesgeorgiansdie
[3] vote
[3] votebluetosaveamerica
[3] trump
[2] kempkills
[2] gapol



Top Hashtags in Tweet in G1:
[3] kempliesgeorgiansdie
[2] kempkills
[2] vote
[2] covid
[1] illegitimategovernor
[1] covidiot
[1] kempistrumpspuppet
[1] kempdoesnothingforvirus
[1] kempliesgeorgians
[1] kemponetermgovernor

Top Hashtags in Tweet in G2:
[3] trump
[2] georgia
[2] covidiot
[2] loeffler
[2] covid19
[2] trumpliesamericansdie
[2] gopcomplicittraitors
[2] bidenharris
[1] voteouteveryrepublican
[1] scotus

Top Hashtags in Tweet in G4:
[1] superspreader
[1] florida
[1] covid
[1] involuntarymanslaughter
[1] worthless
[1] bootlicking
[1] trumplapdogs

Top Hashtags in Tweet in G5:
[4] covid
[3] georgia
[1] cult
[1] virus
[1] wearadamnmask

Top Hashtags in Tweet in G6:
[2] recallkemp
[1] kempkillsgeorgians
[1] eecallgovkemp
[1] recallbriankemp
[1] turngeorgiablue
[1] countryoverparty
[1] votebluetosaveamerica

Top Hashtags in Tweet in G9:
[1] dexit

Top Hashtags in Tweet in G10:
[2] briankempga
[2] univofgeorgia
[2] emoryuniversity
[2] stanford
[2] gatech
[2] yale
[2] berkely
[2] ut
[2] lookup
[1] losangeles

Top Words
Top Words in Tweet in Entire Graph:
[326] briankempga
[292] covid
[75] 19
[75] kloeffler
[74] georgia
[73] realdonaldtrump
[54] people
[47] trump
[45] virus
[43] collinsforga

Top Words in Tweet in G1:
[188] briankempga
[156] covid
[54] realdonaldtrump
[41] people
[38] 19
[28] georgia
[27] ga
[26] joebiden
[26] trump
[26] virus

Top Words in Tweet in G2:
[69] covid
[68] kloeffler
[49] briankempga
[43] collinsforga
[34] hit
[31] immediately
[30] georgians
[28] went
[26] work
[25] used

Top Words in Tweet in G3:
[9] thepaleorider
[9] troll_hell
[9] meesha28710789
[9] davidjdurkin4
[9] marilynlavala
[9] itsonlydawn
[9] isafeyet
[9] jaystjames2
[5] ccp
[5] tippytopshapeu

Top Words in Tweet in G4:
[11] briankempga
[5] covid
[4] govrondesantis
[4] elderly
[3] gov
[3] buddy_carter
[3] kristinoem
[3] realdonaldtrump
[3] virus
[3] surgeon_general

Top Words in Tweet in G5:
[8] briankempga
[6] thomas
[6] moore
[6] people
[4] gop
[4] #covid
[4] covid
[3] trump
[3] rondesantisfl
[3] cleavon_md

Top Words in Tweet in G6:
[29] briankempga
[15] projectlincoln
[15] gasecofstate
[15] georgia_ag
[11] govkemp
[9] count
[7] covid
[7] realdonaldtrump
[7] 000
[6] jessthanfunny

Top Words in Tweet in G7:
[4] govtimwalz
[4] dcexaminer
[4] thedemocrats
[4] gop
[4] naacp
[4] princeton
[4] oregonstate
[4] tony4wi
[4] koinnews
[4] cornell

Top Words in Tweet in G8:
[31] georgia
[17] friend
[17] covid
[16] died
[16] 19
[16] never
[15] found
[15] tonight
[15] lived
[15] fucking

Top Words in Tweet in G9:
[4] briankempga
[3] gafirstlady
[3] covid
[3] gop
[2] nikkihaley
[2] 19
[2] 100

Top Words in Tweet in G10:
[6] briankempga
[6] sendavidperdue
[5] virus
[4] georgia
[4] danpeacock12
[4] covid
[2] ugagrad
[2] state
[2] wide
[2] public

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[72] covid,19
[58] briankempga,realdonaldtrump
[33] covid,hit
[27] immediately,went
[26] hit,immediately
[26] went,work
[24] briankempga,joebiden
[24] briankempga,kloeffler
[23] work,georgians
[23] georgians,collinsforga

Top Word Pairs in Tweet in G1:
[51] briankempga,realdonaldtrump
[36] covid,19
[24] briankempga,joebiden
[14] briankempga,another
[14] people,died
[14] died,today
[14] today,due
[14] due,covid
[14] covid,making
[14] making,total

Top Word Pairs in Tweet in G2:
[33] covid,hit
[27] immediately,went
[26] hit,immediately
[26] went,work
[23] work,georgians
[23] georgians,collinsforga
[23] collinsforga,used
[23] used,pandemic
[23] pandemic,promote
[23] promote,himself

Top Word Pairs in Tweet in G3:
[9] thepaleorider,troll_hell
[9] troll_hell,meesha28710789
[9] meesha28710789,davidjdurkin4
[9] davidjdurkin4,marilynlavala
[9] marilynlavala,itsonlydawn
[9] itsonlydawn,isafeyet
[9] isafeyet,jaystjames2
[5] tippytopshapeu,thepaleorider
[5] jaystjames2,charlen60
[4] jaystjames2,charlen60403930

Top Word Pairs in Tweet in G4:
[3] buddy_carter,briankempga
[2] realdonaldtrump,vp
[2] imagine,gov
[2] gov,lets
[2] lets,govrondesantis
[2] govrondesantis,kristinoem
[2] kristinoem,briankempga
[2] briankempga,staff
[2] staff,came
[2] came,actionable

Top Word Pairs in Tweet in G5:
[3] dead,coach
[3] coach,58
[3] 58,thomas
[3] thomas,ole
[3] ole,big
[3] big,moore
[3] moore,perry
[3] perry,#georgia
[3] #georgia,died
[3] died,#covid

Top Word Pairs in Tweet in G6:
[15] briankempga,gasecofstate
[15] gasecofstate,georgia_ag
[12] projectlincoln,briankempga
[6] jessthanfunny,projectlincoln
[6] georgia_ag,right
[6] right,briankempga
[6] briankempga,stole
[6] stole,governorship
[5] republicanforb1,jessthanfunny
[5] georgia_ag,dear

Top Word Pairs in Tweet in G7:
[4] govtimwalz,dcexaminer
[4] dcexaminer,thedemocrats
[4] thedemocrats,gop
[4] gop,naacp
[4] naacp,princeton
[4] princeton,oregonstate
[4] oregonstate,tony4wi
[4] tony4wi,koinnews
[4] koinnews,cornell
[4] cornell,yale

Top Word Pairs in Tweet in G8:
[16] died,covid
[16] covid,19
[15] found,tonight
[15] tonight,friend
[15] friend,lived
[15] lived,georgia
[15] georgia,died
[15] 19,georgia
[15] georgia,fucking
[15] fucking,mess

Top Word Pairs in Tweet in G9:
[3] briankempga,gafirstlady
[2] covid,19

Top Word Pairs in Tweet in G10:
[6] briankempga,sendavidperdue
[2] georgia,state
[2] state,wide
[2] wide,public
[2] public,safety
[2] safety,mask
[2] mask,mandate
[2] mandate,until
[2] until,virus
[2] virus,gone

Top Replied-To
Top Replied-To in Entire Graph:
@briankempga
@kloeffler
@thepaleorider
@garepublicans
@dumptdumpty
@votebomar
@buddy_carter
@nikkihaley
@projectlincoln
@jillianinc

Top Replied-To in G1:
@briankempga
@dumptdumpty
@votebomar
@jillianinc
@ryanholstein22
@jimphil26621634
@ammaschi
@jaquaviousfiel2
@laurensidman
@sqofga06

Top Replied-To in G2:
@kloeffler
@briankempga
@nikkihaley
@collinsforga
@perduesenate
@nansealc
@govkemp

Top Replied-To in G3:
@thepaleorider

Top Replied-To in G4:
@buddy_carter
@kloeffler
@govrondesantis
@realdonaldtrump

Top Replied-To in G5:
@kloeffler
@senatemajldr
@lindseygrahamsc

Top Replied-To in G6:
@projectlincoln
@jessthanfunny
@briankempga

Top Replied-To in G7:
@govtimwalz

Top Replied-To in G8:
@briankempga
@jskj9121

Top Replied-To in G9:
@kloeffler
@perduesenate

Top Replied-To in G10:
@danpeacock12

Top Mentioned
Top Mentioned in Entire Graph:
@briankempga
@realdonaldtrump
@kloeffler
@collinsforga
@joebiden
@gasecofstate
@georgia_ag
@jskj9121
@nikkihaley
@govkemp

Top Mentioned in G1:
@briankempga
@realdonaldtrump
@joebiden
@dcexaminer
@victorias
@kevinmalogna
@ryanholstein22
@dumptdumpty
@kloeffler
@corinnegapeach

Top Mentioned in G2:
@collinsforga
@kloeffler
@briankempga
@perduesenate
@nikkihaley
@shauseman
@firstladyga
@mtgreenee
@reverendwarnock
@meganwhittemore

Top Mentioned in G3:
@troll_hell
@meesha28710789
@davidjdurkin4
@marilynlavala
@itsonlydawn
@isafeyet
@jaystjames2
@tippytopshapeu
@thepaleorider
@charlen60

Top Mentioned in G4:
@briankempga
@kristinoem
@surgeon_general
@govrondesantis
@potus
@gregabbott_tx
@realdonaldtrump
@tuckercarlson
@vp
@senatemajldr

Top Mentioned in G5:
@briankempga
@gop
@rondesantisfl
@cleavon_md
@realdonaldtrump
@govkristinoem
@nikkihaley
@jimmykimmel
@gretathunberg
@brian_chovanec

Top Mentioned in G6:
@briankempga
@gasecofstate
@georgia_ag
@projectlincoln
@govkemp
@republicanforb1
@jessthanfunny
@realdonaldtrump
@flintgravelston
@leta_says

Top Mentioned in G7:
@dcexaminer
@thedemocrats
@gop
@naacp
@princeton
@oregonstate
@tony4wi
@koinnews
@cornell
@yale

Top Mentioned in G8:
@jskj9121
@briankempga
@kloeffler
@perduesenate

Top Mentioned in G9:
@briankempga
@gafirstlady
@nikkihaley
@realdonaldtrump
@handelteam
@karenhandel
@secretarysonny
@parisdennard
@tommyhicksgop
@cwatsonharris

Top Mentioned in G10:
@briankempga
@sendavidperdue
@ugagrad
@danpeacock12
@thebaddadder
@loef
@loefflersen
@kylepetillo
@lulabelldesigns

Top Tweeters
Top Tweeters in Entire Graph:
@guardian
@janettxblessed
@wsbtv
@aliatra1968
@troubleddays
@dcexaminer
@courageousgirl2
@avonan
@nytimes
@queenpeace2017

Top Tweeters in G1:
@troubleddays
@dcexaminer
@courageousgirl2
@mlas
@celestebyrne3
@gaphilterfish
@djtmentionsbot
@sandra_united
@mynameis_leo
@turnermelodie12

Top Tweeters in G2:
@jwze62
@jimevans24
@21alonzo
@victoriaqweaver
@pbtips
@reynoan
@egsophie
@monty_2012
@jgkidd82
@ruffinmichael

Top Tweeters in G3:
@guardian
@janettxblessed
@aliatra1968
@stonekeeper3
@abc
@washtimes
@mc_mad_man
@bourdinfred
@marilynlavala
@timothyhamby2

Top Tweeters in G4:
@jaffkelauren
@brownyasmine
@oann
@donbuckleyjr
@johncornyn
@tedcruz
@notrods
@turn_em_out
@droz
@gopleader

Top Tweeters in G5:
@cnn
@iwj_kb_sptr
@nfl
@grannygrande
@tracym81
@gop
@judinezfortruth
@brian_chovanec
@itsgabrielleu
@dougducey

Top Tweeters in G6:
@queenpeace2017
@inrepublicanhel
@verrybeth
@leta_says
@almariewatson
@buckeyes2018
@dsnoto
@ruthsch64601169
@gaga_beth
@gadph

Top Tweeters in G7:
@koinnews
@ninaturner
@princeton
@thedemocrats
@naacp
@yale
@jimmyfa
@cornell
@mit
@oregonstate

Top Tweeters in G8:
@bonitarosekemp
@andrewm57534615
@roadkingrider2
@wpj4
@sweetbay
@minniecactustt
@jskj9121
@ripmsm
@jeffrey75708161
@spartanjayjay

Top Tweeters in G9:
@sundayphillips_
@parisdennard
@tommyhicksgop
@blessed5012
@secretarysonny
@karenhandel
@cwatsonharris
@missklavs
@gafirstlady
@handelteam

Top Tweeters in G10:
@lulabelldesigns
@thebaddadder
@ugagrad
@danpeacock12
@yakno120
@sendavidperdue
@loef
@kylepetillo
@loefflersen