#FlattenTheCurve, Twitter, 3/14/2021 8:37:09 PM, 250651


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#FlattenTheCurve_2021-03-14_01-33-31.xlsx
#FlattenTheCurve_2021-03-14_01-33-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3rT9mj2
@albertoemachado
@gebirgsziege
@docjosiahboone
@moh_kenya
@narimoldi
@dafeid
@velofisch
@1984reload
@lwiehler
@yednetworkke

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

Description:
Description
The graph represents a network of 1,604 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 Sunday, 14 March 2021 at 09:35 UTC.

The requested start date was Saturday, 13 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, 12-hour, 16-minute period from Saturday, 27 February 2021 at 01:18 UTC to Friday, 12 March 2021 at 13:34 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 : 1604
Unique Edges : 899
Edges With Duplicates : 2950
Total Edges : 3849
Number of Edge Types : 5
Mentions : 415
Tweet : 1175
Replies to : 164
Retweet : 924
MentionsInRetweet : 1171
Self-Loops : 1197
Reciprocated Vertex Pair Ratio : 0.0116194625998548
Reciprocated Edge Ratio : 0.0229720028715004
Connected Components : 497
Single-Vertex Connected Components : 240
Maximum Vertices in a Connected Component : 145
Maximum Edges in a Connected Component : 648
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.96913
Graph Density : 0.000541767851114572
Modularity : 0.400019
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,604 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 Sunday, 14 March 2021 at 09:35 UTC.

The requested start date was Saturday, 13 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, 12-hour, 16-minute period from Saturday, 27 February 2021 at 01:18 UTC to Friday, 12 March 2021 at 13:34 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:
[12] 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
[5] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[5] 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/
[4] https://www.coviz.org/e2b/2021-03-09/
[4] https://www.coviz.org/e2b/2021-03-01/

Top URLs in Tweet in G1:
[11] https://khmonecookies.com/shop/000686
[7] https://www.instagram.com/accounts/login/
[5] https://robert-hans.pixels.com/
[5] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[3] 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=250079
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250339
[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 G7:
[1] https://twitter.com/elvira_rosert/status/1367522458966888461

Top URLs in Tweet in G9:
[4] https://twitter.com/oliverdasgupta/status/1367925432314650628
[1] https://twitter.com/quarkswdr/status/1365603440227926018
[1] https://twitter.com/weingartende/status/1365425547388551171
[1] https://twitter.com/MMittermeier/status/1367599704817729544
[1] https://twitter.com/karl_lauterbach/status/1368641386497662976

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1915] flattenthecurve
[386] covid19
[385] wearamask
[126] coronavirus
[107] socialdistancing
[101] stayhome
[91] leralla
[91] saulsville
[89] vereeniging
[84] pienaarspoort



Top Hashtags in Tweet in G1:
[371] flattenthecurve
[102] covid19
[33] stayathome
[32] staysafe
[29] socialdistancing
[27] washyourhands
[26] coronavirus
[23] wearamask
[22] pandemic
[18] stayhome

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

Top Hashtags in Tweet in G3:
[57] flattenthecurve
[6] covid19
[6] triage
[3] wearamask
[3] socialdistancing
[2] coronavirus
[2] wecanbezero
[1] nodexl
[1] stayhome
[1] washyourhands

Top Hashtags in Tweet in G4:
[91] covid19
[75] flattenthecurve
[33] raisingthebar
[32] amrefcovid19responseke
[14] coronavirus
[9] wearamask
[5] washyourhands
[5] furahifriday
[5] corona
[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:
[32] flattenthecurve
[1] wearamask
[1] distancing

Top Hashtags in Tweet in G8:
[28] flattenthecurve
[1] nietmijnregering
[1] corona

Top Hashtags in Tweet in G9:
[20] flattenthecurve
[15] klimakrise
[10] coronakrise
[7] sciencematters
[1] erneuerbaren

Top Hashtags in Tweet in G10:
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1910] #flattenthecurve
[619] station
[470] train
[385] #covid19
[380] #wearamask
[279] die
[217] î
[180] stopping
[174] covid
[171] pretoria

Top Words in Tweet in G1:
[368] #flattenthecurve
[101] #covid19
[37] year
[36] die
[33] #stayathome
[32] #staysafe
[29] weeks
[29] #socialdistancing
[27] #washyourhands
[26] home

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

Top Words in Tweet in G3:
[57] #flattenthecurve
[38] covid
[38] lockdown
[31] jahr
[27] narimoldi
[27] weniger
[27] kamen
[27] ohne
[27] impfung
[27] keine

Top Words in Tweet in G4:
[91] #covid19
[75] #flattenthecurve
[62] mumo_____
[42] moh_kenya
[40] njapitmwaana
[40] help
[33] #raisingthebar
[32] #amrefcovid19responseke
[30] ensure
[29] guidelines

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:
[32] #flattenthecurve
[30] anncathrin87

Top Words in Tweet in G8:
[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 G9:
[25] die
[21] peter_simone
[20] #flattenthecurve
[15] #klimakrise
[10] guten
[10] nacht
[10] #coronakrise
[7] lockerungen
[7] #sciencematters
[6] danke

Top Words in Tweet in G10:
[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 Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[221] #wearamask,#flattenthecurve
[178] stopping,station
[148] î,î
[136] next,stopping
[101] station,#wearamask
[99] station,next
[97] covid,19
[92] train,pretoria
[91] #leralla,train
[91] #saulsville,train

Top Word Pairs in Tweet in G1:
[44] #covid19,#flattenthecurve
[17] #stayathome,#flattenthecurve
[15] #socialdistancing,#washyourhands
[14] #flattenthecurve,#wearamask
[14] schwarzwald,#flattenthecurve
[14] #flattenthecurve,#physicaldistancing
[13] two,weeks
[12] #flattenthecurve,#besafeoutthere
[12] zwerenberg,schwarzwald
[12] #physicaldistancing,zwerenberg

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:
[27] weniger,jahr
[27] jahr,kamen
[27] kamen,#flattenthecurve
[27] #flattenthecurve,ohne
[27] ohne,impfung
[27] impfung,keine
[27] keine,grundrechteâ
[27] grundrechteâ,freut
[26] narimoldi,weniger
[26] freut,dieâ

Top Word Pairs in Tweet in G4:
[36] help,#flattenthecurve
[24] spread,#covid19
[16] work,home
[16] #raisingthebar,ensure
[13] martinmuchangi,lennah3
[13] lennah3,moha_made_
[12] njapitmwaana,#raisingthebar
[11] njapitmwaana,today
[11] favorite,pub
[11] pub,restaurant

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:
[30] anncathrin87,#flattenthecurve

Top Word Pairs in Tweet in G8:
[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 G9:
[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 G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@yednetworkke
@govmurphy
@nasa
@karl_lauterbach
@cmoh_alberta
@mmpadellan
@dekunlecharles
@vancolour
@noahcrothman
@jarmstrongbc

Top Replied-To in G1:

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

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

Top Replied-To in G4:
@yednetworkke

Top Replied-To in G10:
@globe_is_flat

Top Mentioned
Top Mentioned in Entire Graph:
@gebirgsziege
@mumo_____
@docjosiahboone
@moh_kenya
@njapitmwaana
@voteannjohnson
@anncathrin87
@narimoldi
@stvdbroek
@mygovnagaland

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

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

Top Mentioned in G3:
@narimoldi
@dafeid
@nulleberg
@lwiehler
@m4ttmc87
@systemanalysen
@albertoemachado
@rosenbusch_
@21wire
@jens_140081

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

Top Mentioned in G5:
@docjosiahboone
@gebirgsziege
@papab3ll3

Top Mentioned in G6:
@voteannjohnson

Top Mentioned in G7:
@anncathrin87

Top Mentioned in G8:
@stvdbroek

Top Mentioned in G9:
@peter_simone
@quarkswdr
@szaktuell

Top Mentioned in G10:
@prismprime
@sdaws5mufc
@agvbruceadams
@surfercosmic
@faking_space
@flatearthohio
@_fetruth_
@flat_earth8
@try_no_spin
@globe_is_flat

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
@sweet_tooth19
@thatduanepol

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

Top Tweeters in G3:
@thisnotatest
@tazgezwitscher
@wdraktuell
@21wire
@chrisgodlak
@dilifluhh
@schwester_gk
@amphore
@jens_140081
@narnerman

Top Tweeters in G4:
@kokwet_ke
@jaykiluu
@_kamumo
@de
@susan_m
@kenyagovernors
@itsmagaki
@iam_bodunde
@moha_made_
@amrefcanada

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:
@a_ka_es
@nico_amiri
@akoneira
@anncathrin87
@zwierlein
@ulrikeheiss
@robertb_fishman
@achimkansy
@franzomator
@qwasi

Top Tweeters in G8:
@humblee2
@michaldhoe1
@wniemegeers
@jp41560290
@jampagyatso
@eagleey22627291
@dc_vn
@celisben
@stvdbroek
@xsol41049478

Top Tweeters in G9:
@szaktuell
@pausanias
@eozwei
@fritzletsch
@tilmanwinkler
@loewchen
@peter_simone
@hamburg397
@fit24lorsch
@giselawehrl

Top Tweeters in G10:
@flatearthcity
@prismprime
@happybiggrin
@try_thinking
@surfercosmic
@agvbruceadams
@facebones777
@sdaws5mufc
@its_stationary
@frequen15309040


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