(corona OR virus OR covid) (%22Gov GA%22 OR BrianKempGA), Twitter, 4/20/2020 1:43:19 AM, 225236


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(corona OR virus OR covid) (%22Gov GA%22 OR BrianKempGA)_2020-04-19_18-12-18.xlsx
(corona OR virus OR covid) ("Gov GA" OR BrianKempGA)_2020-04-19_18-12-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 20, 2020
Short Description:
(corona OR virus OR covid) ("Gov GA" OR BrianKempGA) via NodeXL https://bit.ly/2VkTwQ2
@briankempga
@reform
@briannasherrie_
@usao_mdga
@titoporto10
@jennasm41416272
@ambeautifulshow
@balentinebecky
@gibson4nys
@jkaramo13

Top hashtags:
#covid19
#covid_19
#gates

Description:
Description
The graph represents a network of 853 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 Monday, 20 April 2020 at 01:12 UTC.

The requested start date was Monday, 20 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 5-hour, 45-minute period from Monday, 06 April 2020 at 00:20 UTC to Sunday, 19 April 2020 at 06:05 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 : 853
Unique Edges : 1130
Edges With Duplicates : 814
Total Edges : 1944
Number of Edge Types : 5
Mentions : 652
Replies to : 325
Retweet : 281
MentionsInRetweet : 677
Tweet : 9
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.0128988458927359
Reciprocated Edge Ratio : 0.0254691689008043
Connected Components : 6
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 848
Maximum Edges in a Connected Component : 1939
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.830277
Graph Density : 0.00205295862710456
Modularity : 0.52311
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 853 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 Monday, 20 April 2020 at 01:12 UTC.

The requested start date was Monday, 20 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 5-hour, 45-minute period from Monday, 06 April 2020 at 00:20 UTC to Sunday, 19 April 2020 at 06:05 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:
[3] https://thebulwark.com/stupid-kills-the-5-worst-gop-governors-responses-to-covid-19/
[3] https://www.ajc.com/news/virus-claims-two-georgia-healthcare-workers/XTijtgzE6z2gcoZ7QLvPZN/
[2] https://www.wtoc.com/2020/04/18/over-confirmed-covid-cases-ga/
[2] https://www.foxnews.com/media/gov-kristi-noem-vows-to-keep-south-dakota-open-becomes-public-enemy-no-1-for-the-left-amid-covid-19-crisis
[2] http://www.foxnews.com/apps-products/index.html
[2] https://www.wsbradio.com/news/local/hopeful-news-about-georgia-covid-battle-gov-kemp-updates-wsb/hJlBTbBS6V9VA8SqY05MBL/
[2] https://abc7.com/amp/coronavirus-drug-covid-19-malaria-hydroxychloroquine/6079864/?__twitter_impression=true
[1] https://www.facebook.com/mundohispanico/videos/679105079516259/?vh=e
[1] https://twitter.com/hareme2/status/1251704704263958528
[1] https://abc7news.com/stanford-coronavirus-study-number-people-infected-by-santa-clara-county-total-covid-19/6110894/

Top URLs in Tweet in G1:
[3] https://thebulwark.com/stupid-kills-the-5-worst-gop-governors-responses-to-covid-19/
[3] https://www.ajc.com/news/virus-claims-two-georgia-healthcare-workers/XTijtgzE6z2gcoZ7QLvPZN/
[2] https://www.foxnews.com/media/gov-kristi-noem-vows-to-keep-south-dakota-open-becomes-public-enemy-no-1-for-the-left-amid-covid-19-crisis
[2] http://www.foxnews.com/apps-products/index.html
[2] https://abc7.com/amp/coronavirus-drug-covid-19-malaria-hydroxychloroquine/6079864/?__twitter_impression=true
[1] https://www.cbs46.com/news/innovation-helps-georgia-farmers-stay-afloat-during-the-pandemic/article_0740c4a6-8045-11ea-bb8e-1f1ab597bb11.html
[1] https://www.youtube.com/watch?list=UUcrG933TDF3BkXVEqsT2Xiw&v=QRN8EHC_zU0&feature=emb_title
[1] https://www.wfxg.com/story/41976971/augusta-university-health-to-extend-covid19-testing-to-rural-hospitals
[1] https://www.ajc.com/blog/politics/georgia-insurance-commish-deployed-help-coronavirus-response/zefVUvzptxzBzEQS25U6xI/
[1] https://www.fox5atlanta.com/news/behind-the-scenes-look-at-the-georgia-national-guards-command-post

Top URLs in Tweet in G2:
[2] https://www.wsbradio.com/news/local/hopeful-news-about-georgia-covid-battle-gov-kemp-updates-wsb/hJlBTbBS6V9VA8SqY05MBL/
[1] http://osnetdaily.com/2014/08/bobmshell-specialist-murdered-on-flight-mh17-to-cover-up-ebola-biowarfare-psyop/
[1] https://twitter.com/JonFlan/status/1247140044009353216
[1] https://amp.dailycaller.com/2020/04/04/who-abortion-essential-coronavirus-covid-19?__twitter_impression=true

Top URLs in Tweet in G3:
[2] https://www.wtoc.com/2020/04/18/over-confirmed-covid-cases-ga/
[1] https://www.wtoc.com/2020/04/17/over-confirmed-covid-cases-ga/
[1] https://twitter.com/JasonDennisWTVM/status/1238867592384786438
[1] https://www.instagram.com/tv/B-7cAWeH0x9/?igshid=14u48yowhgwonIt's
[1] https://twitter.com/CytoDyn/status/1247644987547725824

Top URLs in Tweet in G4:
[1] https://www.ajc.com/news/faulty-data-obscures-virus-impact-georgia/LhCiI0bVKXOQW9VuEF9OrN/
[1] https://www.yahoo.com/news/gov-cuomo-ny-virus-hospital-213703312.html
[1] http://www.CVS.com/minuteclinic/covid-19-testing
[1] https://abc7.com/coronavirus-drug-covid-19-malaria-hydroxychloroquine/6079864/

Top URLs in Tweet in G5:
[1] https://twitter.com/SenatorLoeffler/status/1250836976237977601
[1] https://twitter.com/COVID19Tracking/status/1250184026389803009
[1] https://twitter.com/JoeConchaTV/status/1247128122346156038

Top URLs in Tweet in G6:
[1] https://medium.com/reformalliance/covid-19-cases-and-fatalities-rise-in-georgia-prisons-e36c3759a025

Top URLs in Tweet in G8:
[1] https://gov.georgia.gov/press-releases/2020-04-05/gov-kemp-issues-guidance-retailers-consumers-amid-covid-19

Top URLs in Tweet in G10:
[1] https://www.nytimes.com/2020/04/14/opinion/covid-social-distancing.html#click=https://t.co/CALtnXviZd
[1] https://www.theguardian.com/us-news/2018/oct/19/georgia-governor-race-voter-suppression-brian-kemp
[1] https://advancementproject.org/news/racial-justice-organizations-to-ga-governor-brian-kemp-make-emergency-accommodations-for-upcoming-elections-due-to-covid-19-pandemic/?utm_source=Iterable&utm_medium=email&utm_campaign=campaign_1130880

Top Domains
Top Domains in Tweet in Entire Graph:
[22] twitter.com
[6] ajc.com
[6] thebulwark.com
[4] foxnews.com
[3] wtoc.com
[3] abc7.com
[2] facebook.com
[2] 11alive.com
[2] fox5atlanta.com
[2] georgia.gov

Top Domains in Tweet in G1:
[6] twitter.com
[5] ajc.com
[5] thebulwark.com
[4] foxnews.com
[2] 11alive.com
[2] abc7.com
[2] msnbc.com
[1] cbs46.com
[1] youtube.com
[1] wfxg.com

Top Domains in Tweet in G2:
[2] wsbradio.com
[1] osnetdaily.com
[1] twitter.com
[1] dailycaller.com

Top Domains in Tweet in G3:
[3] wtoc.com
[2] twitter.com
[1] instagram.com

Top Domains in Tweet in G4:
[1] ajc.com
[1] yahoo.com
[1] cvs.com
[1] abc7.com

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

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

Top Domains in Tweet in G8:
[1] georgia.gov

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[67] covid19
[17] covid_19
[15] gates
[15] soros
[15] obama
[15] bioweapons
[12] gafightsfraud
[10] gapol
[7] coronavirus
[6] georgia



Top Hashtags in Tweet in G1:
[12] covid19
[6] gapol
[3] georgia
[2] openupga
[2] kemp
[2] coronavirus
[1] georgiagrown
[1] gafightsfraud
[1] staysafe
[1] covid

Top Hashtags in Tweet in G2:
[15] gates
[15] soros
[15] obama
[15] bioweapons
[5] sonofafeministmother
[2] reopenga
[2] covid_19
[1] testingtestingtesting
[1] flattenthecuve
[1] togetherathome

Top Hashtags in Tweet in G3:
[4] covid_19
[2] giveusbackrealeverclear
[2] teachers
[2] georgia
[1] gopgenocide
[1] covid
[1] ga
[1] fox5atl
[1] chinaliedandpeopledied
[1] makechinapay

Top Hashtags in Tweet in G4:
[3] covid19
[3] covid_19
[1] coronavirusoutbreak
[1] covid2019
[1] blacklivesmatter
[1] wecanbeatcovid19

Top Hashtags in Tweet in G5:
[3] hydroxycloroquine
[2] noem2024forpresident
[1] georgiaproud
[1] gapol
[1] briankemp
[1] marthazoller
[1] trumpgenocide
[1] gopgenocide
[1] covid19
[1] covid

Top Hashtags in Tweet in G6:
[36] covid19

Top Hashtags in Tweet in G9:
[1] freethemall4publichealth

Top Hashtags in Tweet in G10:
[3] covid_19
[1] covidiot
[1] covidiots
[1] gapol

Top Words
Top Words in Tweet in Entire Graph:
[609] Words in Sentiment List#1: Positive
[1082] Words in Sentiment List#2: Negative
[13] Words in Sentiment List#3: Angry/Violent
[17939] Non-categorized Words
[19630] Total Words
[531] briankempga
[266] virus
[191] covid
[160] 19
[124] people

Top Words in Tweet in G1:
[268] briankempga
[142] virus
[84] people
[72] covid
[59] 19
[55] asymptomatic
[47] keep
[42] georgians
[39] safe
[38] working

Top Words in Tweet in G2:
[38] briankempga
[21] cdcgov
[20] whitehouse
[17] potus
[16] danpeacock12
[16] vp
[15] epa
[15] #gates
[15] #soros
[15] #obama

Top Words in Tweet in G3:
[42] briankempga
[23] govkemp
[19] virus
[13] govrondesantis
[11] covid
[9] 19
[8] people
[8] please
[7] testing
[7] stop

Top Words in Tweet in G4:
[31] briankempga
[14] virus
[11] cvshealth
[9] covid
[9] fox5atlanta
[8] 19
[8] know
[8] trump
[8] devil
[7] people

Top Words in Tweet in G5:
[20] briankempga
[11] senatorloeffler
[9] virus
[7] covid
[7] sendavidperdue
[6] 19
[6] rondesantisfl
[5] senategop
[5] senatemajldr
[4] governor

Top Words in Tweet in G6:
[36] next
[36] devastating
[36] #covid19
[36] outbreak
[36] already
[36] happening
[36] johnson
[36] state
[36] prison
[36] georgia

Top Words in Tweet in G7:
[35] workers
[34] informed
[34] walmart
[34] stonecrest
[34] tested
[34] positive
[34] covid
[34] 19
[34] unfortunately
[33] briannasherrie_

Top Words in Tweet in G8:
[25] gasecofstate
[25] take
[25] briankempga's
[25] advice
[25] discontinue
[25] collecting
[25] voter
[25] signatures
[25] epollbooks
[25] paper

Top Words in Tweet in G9:
[20] briankempga
[15] nygovcuomo
[13] georgia
[12] sending
[12] candle
[12] support
[12] freethemall2020
[12] calling
[12] nycmayor
[11] hey_timm

Top Words in Tweet in G10:
[11] briankempga
[7] staceyabrams
[5] covid
[5] 19
[4] georgia
[4] election
[3] asymptomatic
[3] spread
[3] #covid_19
[3] politidope

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[158] covid,19
[38] virus,asymptomatic
[37] working,tirelessly
[36] next,devastating
[36] devastating,#covid19
[36] #covid19,outbreak
[36] outbreak,already
[36] already,happening
[36] happening,johnson
[36] johnson,state

Top Word Pairs in Tweet in G1:
[58] covid,19
[35] people,virus
[34] working,tirelessly
[34] briankempga,coming
[34] coming,guy
[34] guy,yesterday
[34] yesterday,learned
[34] learned,people
[34] virus,asymptomatic
[33] keep,georgians

Top Word Pairs in Tweet in G2:
[15] danpeacock12,epa
[15] epa,potus
[15] potus,cdcgov
[15] cdcgov,whitehouse
[15] whitehouse,vp
[15] vp,briankempga
[15] briankempga,#gates
[15] #gates,#soros
[15] #soros,#obama
[15] #obama,#bioweapons

Top Word Pairs in Tweet in G3:
[10] briankempga,govkemp
[8] covid,19
[5] govkemp,briankempga
[5] governorkayivey,tatereeves
[4] please,please
[3] know,virus
[3] doing,help
[3] briankempga,governorkayivey
[3] tatereeves,henrymcmaster
[3] henrymcmaster,govrondesantis

Top Word Pairs in Tweet in G4:
[8] covid,19
[6] keishabottoms,briankempga
[6] mteichnerfox5,fox5atlanta
[6] fox5atlanta,briankempga
[6] briankempga,gooddayatlanta
[6] briankempga,cvshealth
[6] cvshealth,georgiatech
[4] briankempga,govkemp
[4] devil,rode
[4] rode,trump

Top Word Pairs in Tweet in G5:
[6] covid,19
[4] rondesantisfl,briankempga
[4] senategop,sentedcruz
[4] sentedcruz,senatemajldr
[4] senatemajldr,sendavidperdue
[4] sendavidperdue,senatorloeffler
[4] senatorloeffler,govmikehuckabee
[4] govmikehuckabee,briankempga
[4] briankempga,please
[4] please,make

Top Word Pairs in Tweet in G6:
[36] next,devastating
[36] devastating,#covid19
[36] #covid19,outbreak
[36] outbreak,already
[36] already,happening
[36] happening,johnson
[36] johnson,state
[36] state,prison
[36] prison,georgia
[36] georgia,number

Top Word Pairs in Tweet in G7:
[34] informed,workers
[34] workers,walmart
[34] walmart,stonecrest
[34] stonecrest,tested
[34] tested,positive
[34] positive,covid
[34] covid,19
[34] 19,unfortunately
[33] briannasherrie_,informed

Top Word Pairs in Tweet in G8:
[25] gasecofstate,take
[25] take,briankempga's
[25] briankempga's,advice
[25] advice,discontinue
[25] discontinue,collecting
[25] collecting,voter
[25] voter,signatures
[25] signatures,epollbooks
[25] epollbooks,paper
[24] populational,gasecofstate

Top Word Pairs in Tweet in G9:
[12] sending,candle
[12] candle,support
[12] support,georgia
[12] georgia,freethemall2020
[12] freethemall2020,calling
[12] calling,nygovcuomo
[12] nygovcuomo,nycmayor
[12] nycmayor,briankempga
[11] hey_timm,sending
[11] briankempga,keishabo

Top Word Pairs in Tweet in G10:
[5] covid,19
[3] briankempga,staceyabrams
[2] asymptomatic,people
[2] people,spread
[2] govkemp,briankempga
[2] stonekettle,bad
[2] bad,case
[2] case,covid
[2] 19,leadership
[2] leadership,georgia

Top Replied-To
Top Replied-To in Entire Graph:
@briankempga
@govkemp
@sambillingslee1
@skully96
@daniidekay
@geoffduncanga
@senategop
@brittan59090723
@thewonkywonder
@bluestein

Top Replied-To in G1:
@briankempga
@averyryla
@kloeffler
@tdisco7
@jenwunder
@revryanlawson
@now_what__
@ingrahamangle
@joycealiceangst
@sterl90

Top Replied-To in G2:
@briankempga
@realdonaldtrump
@cnn
@lizrnc
@nbcnews
@danpeacock12
@ajc
@geico
@sebastianfree13
@glholcombe

Top Replied-To in G3:
@briankempga
@govkemp
@bluestein
@governorkayivey
@m_dorminey
@timmneeley
@govrondesantis
@nikkihaley
@georgiaema
@whitehouse

Top Replied-To in G4:
@briankempga
@geoffduncanga
@mteichnerfox5
@keishabottoms
@tracyescoe3
@violetreads
@republicano
@antonioismuted
@julian_bene
@jim_abbot

Top Replied-To in G5:
@briankempga
@senategop
@jeffradue
@kellysbroker
@govkristinoem
@bball30346
@sendavidperdue
@noahshachtman
@elsrdeltaco
@richthanki

Top Replied-To in G8:
@joshforgeorgia

Top Replied-To in G9:
@briankempga
@serenitymuszing
@drdenny4u
@jqs88
@govkemp

Top Replied-To in G10:
@firewalkwithm17
@metrobbins
@govkemp
@stonekettle
@politidope
@briankempga
@sisterabigail11

Top Mentioned
Top Mentioned in Entire Graph:
@briankempga
@reform
@briannasherrie_
@madibuono
@govkemp
@gasecofstate
@cdcgov
@populational
@whitehouse
@potus

Top Mentioned in G1:
@briankempga
@madibuono
@ga_doi
@aug_health
@aug_jagwire
@elbonmaloney
@aug_university
@georgiaguard
@kloeffler
@luckyyates

Top Mentioned in G2:
@briankempga
@cdcgov
@whitehouse
@potus
@vp
@danpeacock12
@epa
@sheenaparish
@realdonaldtrump
@wsbtv

Top Mentioned in G3:
@briankempga
@govkemp
@govrondesantis
@tatereeves
@henrymcmaster
@governorkayivey
@govbilllee
@govmikedewine
@floridachannel
@piedmonthealth

Top Mentioned in G4:
@briankempga
@cvshealth
@fox5atlanta
@gooddayatlanta
@georgiatech
@keishabottoms
@govkemp
@mteichnerfox5
@gadph
@cbs46

Top Mentioned in G5:
@briankempga
@senatorloeffler
@sendavidperdue
@rondesantisfl
@senatemajldr
@sentedcruz
@govmikehuckabee
@realdonaldtrump
@gop
@govkristinoem

Top Mentioned in G6:
@reform
@briankempga
@ga_corrections

Top Mentioned in G7:
@briannasherrie_
@fox5atlanta
@jovitamoore
@wsbtvcommunity
@briankempga

Top Mentioned in G8:
@briankempga
@gasecofstate
@populational
@peachresist
@cwphelan
@joshforgeorgia

Top Mentioned in G9:
@briankempga
@nygovcuomo
@freethemall2020
@nycmayor
@hey_timm
@keishabo
@angel130761
@graceann319
@williamlegate
@govkemp

Top Mentioned in G10:
@briankempga
@staceyabrams
@politidope
@ajc
@cdcgov
@gafollowers
@annapcreative
@govrondesantis
@schrute___farms
@stonekettle

Top Tweeters
Top Tweeters in Entire Graph:
@myplace4u
@israelnewslinks
@b140tweet
@serafinos
@wsbtv
@business
@kimvie
@bulldoghill
@bmlewis2
@franley12

Top Tweeters in G1:
@myplace4u
@israelnewslinks
@serafinos
@frackhazreveal
@janesepmeier
@drmaggiesa
@crosa1988
@maddiebarry8
@jyotsna2964
@violetreads

Top Tweeters in G2:
@wsbtv
@foxnews
@wsbradio
@abc
@cnn
@nbcnews
@cbsnews
@whitehatguy
@jerusalem_post
@lulabelldesigns

Top Tweeters in G3:
@11alivenews
@itsalinajo
@floridachannel
@jamesmiltonray
@timechols
@bluestein
@farmladyfarm
@ingalls_rich
@piedmonthealth
@gregabbott_tx

Top Tweeters in G4:
@fox5atlanta
@ajc
@cbs46
@gooddayatlanta
@jovitamoore
@lisaelyea
@extraface
@ceceliakingroc1
@cvivlamoreajc
@jesst914

Top Tweeters in G5:
@business
@ambeautifulshow
@joncoopertweets
@cbnnews
@jerrydiy99
@catholicnewssvc
@glennkesslerwp
@noahshachtman
@mary_daugharty
@thumperward

Top Tweeters in G6:
@kimvie
@vinivinidogo
@leafwarbler
@janeannej
@georges43172743
@rosemarinas48
@whatisworking11
@collectiveuv
@vallen67
@dawnlauri

Top Tweeters in G7:
@plzxcuse_myhand
@ciaojazzi
@freeyourmindkid
@nebulouswonder
@atldjyungsta
@iitsash__
@saintjophiel
@bre3weezy
@thadochocinco
@toniiimichelle

Top Tweeters in G8:
@b140tweet
@bmlewis2
@coalminetweety
@vainsovain
@kindlee55
@voiceforallga
@heartfulmom
@judhcas
@beth_holbrook8
@drmell_coach

Top Tweeters in G9:
@graceann319
@jaded_octopus
@nwhepcat
@williamlegate
@arcsine
@nygovcuomo
@idkmay
@deconstructr
@nycmayor
@skeande

Top Tweeters in G10:
@franley12
@tenajd
@loreyjeanene
@politidope
@stonekettle
@gafollowers
@cathyannsmith2
@adv_project
@sts124
@annapcreative