#FlattenTheCurve, Twitter, 3/12/2021 5:16:36 PM, 250518


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#FlattenTheCurve_2021-03-12_01-37-16.xlsx
#FlattenTheCurve_2021-03-12_01-37-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 12, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3teHiH2
@albertoemachado
@gebirgsziege
@docjosiahboone
@moh_kenya
@narimoldi
@dafeid
@velofisch
@yednetworkke
@lwiehler
@1984reload

Top hashtags:
#flattenthecurve
#covid19
#wearamask
#coronavirus
#socialdistancing
#stayhome

Description:
Description
The graph represents a network of 1,558 Twitter users whose tweets in the requested range contained "#FlattenTheCurve", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 March 2021 at 09:39 UTC.

The requested start date was Friday, 12 March 2021 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, 11-hour, 50-minute period from Friday, 26 February 2021 at 01:41 UTC to Thursday, 11 March 2021 at 13:32 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 : 1558
Unique Edges : 892
Edges With Duplicates : 3069
Total Edges : 3961
Number of Edge Types : 5
Mentions : 408
Retweet : 944
MentionsInRetweet : 1332
Tweet : 1121
Replies to : 156
Self-Loops : 1145
Reciprocated Vertex Pair Ratio : 0.0125435540069686
Reciprocated Edge Ratio : 0.024776324845148
Connected Components : 472
Single-Vertex Connected Components : 226
Maximum Vertices in a Connected Component : 171
Maximum Edges in a Connected Component : 922
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.044979
Graph Density : 0.000598976175341309
Modularity : 0.398275
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,558 Twitter users whose tweets in the requested range contained "#FlattenTheCurve", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 March 2021 at 09:39 UTC.

The requested start date was Friday, 12 March 2021 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, 11-hour, 50-minute period from Friday, 26 February 2021 at 01:41 UTC to Thursday, 11 March 2021 at 13:32 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 : #FlattenTheCurve
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:
[15] https://thermogate.net/
[11] https://spiegel.de/
[11] https://khmonecookies.com/shop/000686
[10] https://www.instagram.com/accounts/login/
[7] https://www.twitch.tv/nezuryu
[6] https://robert-hans.pixels.com/
[5] https://twoheartswellness.com/2021/03/05/what-happened-when-i-got-my-first-covid-vaccine-and-why-im-still-glad-i-got-vaccinated/
[5] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[4] https://www.radioafm.nl/
[4] https://www.coviz.org/e2b/2021-03-09/

Top URLs in Tweet in G1:
[11] https://khmonecookies.com/shop/000686
[7] https://www.instagram.com/accounts/login/
[6] https://robert-hans.pixels.com/
[5] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[4] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://ocs.sesb.com.my/
[2] https://egmontinstitute.be/topics/
[2] https://www.egmontinstitute.be/publications/
[2] https://www.peter-writeforme.com/
[2] https://www.590mobile.com.gh/?ad_source=un4

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249759
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250339
[1] https://www.kcore-analytics.com/search/?keyword=FlattenTheCurve
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250079
[1] https://twitter.com/focusonline/status/1368043617709867012

Top URLs in Tweet in G6:
[1] https://twitter.com/AP/status/1366840192372506630

Top URLs in Tweet in G8:
[4] https://twitter.com/oliverdasgupta/status/1367925432314650628
[1] https://twitter.com/weingartende/status/1365425547388551171
[1] https://twitter.com/MMittermeier/status/1367599704817729544
[1] https://twitter.com/karl_lauterbach/status/1368641386497662976
[1] https://twitter.com/quarkswdr/status/1365603440227926018

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1840] flattenthecurve
[376] covid19
[351] wearamask
[124] coronavirus
[104] socialdistancing
[93] stayhome
[84] saulsville
[82] washyourhands
[81] leralla
[78] besafe



Top Hashtags in Tweet in G1:
[365] flattenthecurve
[100] covid19
[41] staysafe
[39] socialdistancing
[32] coronavirus
[30] stayathome
[30] washyourhands
[26] pandemic
[22] corona
[20] stayhome

Top Hashtags in Tweet in G2:
[91] flattenthecurve
[10] nocovid
[3] zerocovid
[1] stayhome
[1] containment
[1] stopthecurve

Top Hashtags in Tweet in G3:
[71] flattenthecurve
[25] climatestrikeonline
[12] fridaysforfuture
[8] schoolstrike4climate
[6] covid19
[6] triage
[6] facetheclimateemergency
[4] wearamask
[3] socialdistancing
[3] wecanbezero

Top Hashtags in Tweet in G4:
[94] covid19
[81] flattenthecurve
[35] amrefcovid19responseke
[33] raisingthebar
[20] wearamask
[16] corona
[14] coronavirus
[5] washyourhands
[5] furahifriday
[5] ipc

Top Hashtags in Tweet in G5:
[51] flattenthecurve
[47] zerocovid
[3] stayathomeforme
[3] herzkrankekinder
[1] covid19at
[1] bundesverbandfuerherzkrankekinder
[1] kohki
[1] pumpisfuerherzis
[1] stayhome
[1] staythefuckhome

Top Hashtags in Tweet in G6:
[1] flattenthecurve
[1] maskup
[1] txlege

Top Hashtags in Tweet in G7:
[28] flattenthecurve
[1] nietmijnregering
[1] corona

Top Hashtags in Tweet in G8:
[20] flattenthecurve
[15] klimakrise
[10] coronakrise
[7] sciencematters
[1] erneuerbaren

Top Hashtags in Tweet in G9:
[1] flattenthecurve

Top Hashtags in Tweet in G10:
[21] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1835] #flattenthecurve
[572] station
[434] train
[375] #covid19
[346] #wearamask
[278] die
[217] î
[174] covid
[170] pretoria
[156] stopping

Top Words in Tweet in G1:
[362] #flattenthecurve
[99] #covid19
[41] #staysafe
[39] #socialdistancing
[33] die
[32] #coronavirus
[30] #stayathome
[30] #washyourhands
[29] year
[26] #pandemic

Top Words in Tweet in G2:
[102] die
[91] #flattenthecurve
[72] gebirgsziege
[72] war
[70] zeit
[69] wisst
[69] letztes
[69] jahr
[69] gemeinsames
[69] ziel

Top Words in Tweet in G3:
[71] #flattenthecurve
[30] jahr
[27] keine
[27] strike
[27] week
[26] narimoldi
[26] weniger
[26] kamen
[26] ohne
[26] impfung

Top Words in Tweet in G4:
[94] #covid19
[81] #flattenthecurve
[70] moh_kenya
[62] mumo_____
[45] analyticake
[45] njapitmwaana
[42] help
[41] guidelines
[35] #amrefcovid19responseke
[34] amref_kenya

Top Words in Tweet in G5:
[51] #flattenthecurve
[47] monatelang
[47] wollten
[47] #zerocovid
[47] weit
[47] froh
[47] märz
[46] docjosiahboone
[46] 20
[6] stay

Top Words in Tweet in G6:
[66] community
[33] reckless
[33] decision
[33] puts
[33] danger
[33] texans
[33] medical
[33] deserve
[32] voteannjohnson
[27] continuâ

Top Words in Tweet in G7:
[29] wat
[29] toch
[28] nu
[28] doel
[28] #flattenthecurve
[28] ic
[28] ontlasten
[28] kwetsbaarsten
[28] gevaccineerd
[28] zijn

Top Words in Tweet in G8:
[25] die
[22] peter_simone
[20] #flattenthecurve
[15] #klimakrise
[10] guten
[10] nacht
[10] #coronakrise
[7] lockerungen
[7] #sciencematters
[6] danke

Top Words in Tweet in G9:
[4] globe_is_flat
[4] prismprime
[4] sdaws5mufc
[4] agvbruceadams
[4] surfercosmic
[4] faking_space
[4] flatearthohio
[4] _fetruth_
[4] flat_earth8
[3] try_no_spin

Top Words in Tweet in G10:
[21] #flattenthecurve
[20] anncathrin87

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[187] #wearamask,#flattenthecurve
[154] stopping,station
[148] î,î
[116] next,stopping
[96] station,#wearamask
[93] covid,19
[91] station,next
[87] #covid19,#flattenthecurve
[87] train,pretoria
[83] #saulsville,train

Top Word Pairs in Tweet in G1:
[40] #covid19,#flattenthecurve
[17] #stayathome,#flattenthecurve
[15] #socialdistancing,#washyourhands
[14] schwarzwald,#flattenthecurve
[14] #flattenthecurve,#physicaldistancing
[12] #flattenthecurve,#besafeoutthere
[12] zwerenberg,schwarzwald
[12] #physicaldistancing,zwerenberg
[12] good,morning
[11] pautan,pembelian

Top Word Pairs in Tweet in G2:
[70] die,zeit
[69] wisst,letztes
[69] letztes,jahr
[69] jahr,die
[69] zeit,#flattenthecurve
[69] #flattenthecurve,war
[69] war,gemeinsames
[69] gemeinsames,ziel
[69] ziel,aktuell
[69] aktuell,dringend

Top Word Pairs in Tweet in G3:
[26] weniger,jahr
[26] jahr,kamen
[26] kamen,#flattenthecurve
[26] #flattenthecurve,ohne
[26] ohne,impfung
[26] impfung,keine
[26] keine,grundrechteâ
[26] grundrechteâ,freut
[25] narimoldi,weniger
[25] freut,dieâ

Top Word Pairs in Tweet in G4:
[38] help,#flattenthecurve
[26] martinmuchangi,lennah3
[26] lennah3,moha_made_
[26] spread,#covid19
[23] analyticake,yednetworkke
[20] follow,moh_kenya
[18] yednetworkke,amref_kenya
[18] eabl_plc,diageo_news
[16] patriot,yes
[16] yes,cost

Top Word Pairs in Tweet in G5:
[47] monatelang,wollten
[47] wollten,#zerocovid
[47] #zerocovid,weit
[47] weit,#flattenthecurve
[47] #flattenthecurve,froh
[47] froh,märz
[46] docjosiahboone,monatelang
[46] märz,20
[3] gebirgsziege,wisst
[3] wisst,letztes

Top Word Pairs in Tweet in G6:
[33] reckless,decision
[33] decision,puts
[33] puts,community
[33] community,danger
[33] danger,texans
[33] texans,medical
[33] medical,community
[33] community,deserve
[32] voteannjohnson,reckless
[27] deserve,continuâ

Top Word Pairs in Tweet in G7:
[28] wat,nu
[28] nu,doel
[28] doel,toch
[28] toch,#flattenthecurve
[28] #flattenthecurve,ic
[28] ic,ontlasten
[28] ontlasten,kwetsbaarsten
[28] kwetsbaarsten,gevaccineerd
[28] gevaccineerd,zijn
[28] zijn,kan

Top Word Pairs in Tweet in G8:
[10] guten,nacht
[10] nacht,#flattenthecurve
[10] #flattenthecurve,#klimakrise
[10] #klimakrise,#coronakrise
[9] peter_simone,guten
[7] #sciencematters,#flattenthecurve
[6] danke,quarkswdr
[6] quarkswdr,einfach
[6] einfach,die
[6] die,lockerungen

Top Word Pairs in Tweet in G9:
[4] globe_is_flat,prismprime
[4] prismprime,sdaws5mufc
[4] sdaws5mufc,agvbruceadams
[4] agvbruceadams,surfercosmic
[4] surfercosmic,faking_space
[4] faking_space,flatearthohio
[4] flatearthohio,_fetruth_
[4] _fetruth_,flat_earth8
[3] try_no_spin,globe_is_flat

Top Word Pairs in Tweet in G10:
[20] anncathrin87,#flattenthecurve

Top Replied-To
Top Replied-To in Entire Graph:
@yednetworkke
@nasa
@karl_lauterbach
@cmoh_alberta
@mmpadellan
@dekunlecharles
@jim_jordan
@michaelliberal
@breaking911
@govmurphy

Top Replied-To in G1:

Top Replied-To in G2:
@risklayer
@susanne_ruecker
@the_solartube
@gebirgsziege
@beimwort
@wunder2welt

Top Replied-To in G3:
@gardainfo
@systemanalysen
@jens_140081
@mkreutzfeldt
@wdraktuell
@frankfurtzack

Top Replied-To in G4:
@yednetworkke

Top Replied-To in G9:
@globe_is_flat

Top Mentioned
Top Mentioned in Entire Graph:
@gebirgsziege
@moh_kenya
@mumo_____
@docjosiahboone
@njapitmwaana
@analyticake
@amref_kenya
@voteannjohnson
@martinmuchangi
@narimoldi

Top Mentioned in G1:
@wqbelle
@egmontinstitute
@lalytatweets
@tober70986277
@iramey
@flooringdirectx
@standrewsrccdsb

Top Mentioned in G2:
@gebirgsziege
@1984reload
@docjosiahboone
@euphoriceuler
@susanne_ruecker
@maithi_nk

Top Mentioned in G3:
@narimoldi
@gretathunberg
@nulleberg
@m4ttmc87
@frankfurtzack
@albertoemachado
@patriciakombo
@lwiehler
@systemanalysen
@rosenbusch_

Top Mentioned in G4:
@moh_kenya
@mumo_____
@analyticake
@njapitmwaana
@amref_kenya
@martinmuchangi
@lennah3
@moha_made_
@yednetworkke
@kenyabreweries

Top Mentioned in G5:
@docjosiahboone
@gebirgsziege
@papab3ll3

Top Mentioned in G6:
@voteannjohnson

Top Mentioned in G7:
@stvdbroek

Top Mentioned in G8:
@peter_simone
@quarkswdr
@szaktuell

Top Mentioned in G9:
@prismprime
@sdaws5mufc
@agvbruceadams
@surfercosmic
@faking_space
@flatearthohio
@_fetruth_
@flat_earth8
@try_no_spin
@globe_is_flat

Top Mentioned in G10:
@anncathrin87

Top Tweeters
Top Tweeters in Entire Graph:
@pparzival
@abscbnnews
@iveyjanette_207
@viralvideovlogs
@trumpwatchnews
@meeksvs
@biasedgirl
@shigerukamioka
@welt
@mstyma_

Top Tweeters in G1:
@commonsense258
@iramey
@sarfsee
@imjababy
@turekandrew
@anewhomestar
@pudgenet
@alissa_claudia
@fabcojim
@millman85

Top Tweeters in G2:
@euphoriceuler
@halleverkehrt
@landaudaniel
@catinchief
@creation_2011
@def_izit
@maamikron42
@sanneweber
@hamburgkocht
@gerchtweets

Top Tweeters in G3:
@ourfuturebot
@fmfrancoise
@drkristieleong
@tazgezwitscher
@wdraktuell
@21wire
@julieparker144
@dilifluhh
@glengilmore
@schwester_gk

Top Tweeters in G4:
@koechmmanuel
@kokwet_ke
@jaykiluu
@_kamumo
@de
@susan_m
@kokwet_
@kenyagovernors
@itsmagaki
@_cheruiyot1

Top Tweeters in G5:
@squadrat
@rolandgiersig
@shirleyinaktiv
@yousitonmyspot
@_evalein
@docjosiahboone
@baron_snoopy
@nicolawerdenigg
@andreasprucha
@kremlten

Top Tweeters in G6:
@trumpwatchnews
@bethwhoisbeth
@houmanitarian
@call210
@russtidwell
@aspronin
@marymorrtamu85
@drricky
@jolpolitico
@tyketee_

Top Tweeters in G7:
@humblee2
@michaldhoe1
@wniemegeers
@jp41560290
@jampagyatso
@eagleey22627291
@dc_vn
@celisben
@stvdbroek
@xsol41049478

Top Tweeters in G8:
@szaktuell
@pausanias
@eozwei
@fritzletsch
@tilmanwinkler
@loewchen
@peter_simone
@hamburg397
@fit24lorsch
@giselawehrl

Top Tweeters in G9:
@flatearthcity
@prismprime
@happybiggrin
@try_thinking
@surfercosmic
@agvbruceadams
@facebones777
@sdaws5mufc
@its_stationary
@frequen15309040

Top Tweeters in G10:
@a_ka_es
@akoneira
@anncathrin87
@ulrikeheiss
@achimkansy
@qwasi
@marineschwimmer
@reinaldkirchner
@meet_lisa
@sobczyk_martin


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