#FlattenTheCurve, Twitter, 7/26/2021 7:34:31 PM, 258828


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#FlattenTheCurve_2021-07-23_01-18-53.xlsx
#FlattenTheCurve_2021-07-23_01-18-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 26, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3zFCjCy
@amref_kenya
@yednetworkke
@fede_254
@amref_worldwide
@m4ttmc87
@who
@neeros5
@lviehler
@hendrikxxxxx
@ost_seh

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagaland
#staysafe
#coronavirus
#wearamask

Description:
Description
The graph represents a network of 1,201 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, 23 July 2021 at 08:19 UTC.

The requested start date was Friday, 23 July 2021 at 00:01 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, 3-minute period from Friday, 09 July 2021 at 00:16 UTC to Thursday, 22 July 2021 at 12:20 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 : 1201
Unique Edges : 565
Edges With Duplicates : 2321
Total Edges : 2886
Number of Edge Types : 5
Tweet : 570
Replies to : 120
Retweet : 824
MentionsInRetweet : 932
Mentions : 440
Self-Loops : 579
Reciprocated Vertex Pair Ratio : 0.0229147571035747
Reciprocated Edge Ratio : 0.0448028673835125
Connected Components : 278
Single-Vertex Connected Components : 121
Maximum Vertices in a Connected Component : 186
Maximum Edges in a Connected Component : 562
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.712574
Graph Density : 0.000774354704412989
Modularity : 0.402
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,201 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, 23 July 2021 at 08:19 UTC.

The requested start date was Friday, 23 July 2021 at 00:01 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, 3-minute period from Friday, 09 July 2021 at 00:16 UTC to Thursday, 22 July 2021 at 12:20 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:
[9] https://twitter.com/OgadagidiI/status/1415615687880491008
[8] https://www.twitch.tv/nezuryu
[6] https://mobile.tupaia.org/supplychain_fiji/FJ/COVID-19%20Fiji?overlay=FJ_COVID_TRACKING_Dose_1_SubDistrict_Percentage_Vaccinated
[4] https://www.hucu.ai/security-strategies-for-protecting-patient-data/
[3] https://scitechdaily.com/birthdays-and-covid-19-new-analysis-reveals-a-link/
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://twitter.com/Amref_Worldwide/status/1415238185517465600
[2] https://scitechdaily.com/covid-19-virus-produces-microrna-that-can-have-impacts-on-infected-cells/
[2] https://scitechdaily.com/tree-pollen-facilitates-covid-19-virus-spread-carries-sars-cov-2-particles-farther/
[2] https://scitechdaily.com/common-cold-can-protect-against-infection-by-covid-19-virus/

Top URLs in Tweet in G1:
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[2] https://www.instagram.com/accounts/login/
[2] https://www.egmontinstitute.be/publications/
[2] https://www.egmontinstitute.be/topics/
[1] https://twitter.com/janskudlarek/status/1413033210896863236
[1] https://www.newfrontiers.ie/blog/new-frontiers-companies-are-rising-to-meet-covid-19-pandemic-challenges
[1] https://twitter.com/RadTicker/status/1413441498062884867
[1] https://twitter.com/Chris_Hoare/status/1413308879643942913
[1] https://www.swarmapp.com/c/3h7FeSXva66
[1] https://twitter.com/rosieICM/status/1413788055341879298

Top URLs in Tweet in G2:
[1] https://twitter.com/Amref_Kenya/status/1407613932085420035

Top URLs in Tweet in G4:
[3] https://twitter.com/Amref_Worldwide/status/1415238185517465600
[1] https://twitter.com/Amref_Worldwide/status/1415292706272813062
[1] https://twitter.com/UNICEFKenya/status/1417019790791745536
[1] https://twitter.com/gavi/status/1417884575045402632
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D0lK6457F1iQ&q=EgS4SO-bGPH26YcGIhDoQHIjKXyXJ6x950zH5CB2MgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DZGFwTu7-aSo&q=EgS4SO-bGJj36YcGIhBA2I-jdngFg3aDlPfc_V0AMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DyZZlh06Bmwo&q=EgS4SO-bGJX36YcGIhBvEY4FwRLgS-JxXWLZ7RdfMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DrFHICdYkEeE&q=EgS4SO-bGJP36YcGIhCV0tEAarLVBW8e2Hq7mO7-MgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DXCQ4ElOXlwQ&q=EgS4SO-bGJH36YcGIhD6lG2u8R4ErXSvt55eong8MgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DM_D2NyNMOvc&q=EgS4SO-bGIr36YcGIhBpTstBsezC1Q0OmmgtD1geMgFy

Top URLs in Tweet in G5:
[1] https://twitter.com/rosenbusch_/status/1415055782085898244

Top URLs in Tweet in G8:
[1] https://twitter.com/docknack/status/1417617791344123919
[1] https://twitter.com/s_honnen/status/1414466433946378242
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900978-8%2Ffulltext%3Fs%3D09&rc=0

Top URLs in Tweet in G10:
[8] https://twitter.com/OgadagidiI/status/1415615687880491008
[1] https://shareyourself.org/grant/detail/stop-the-resurgence-grant

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1075] flattenthecurve
[393] covid19
[126] togetherwecan
[119] nagaland
[106] staysafe
[83] coronavirus
[70] wearamask
[66] angamizacorona
[66] covid_19
[64] nagalandagainstcovid19



Top Hashtags in Tweet in G1:
[195] flattenthecurve
[46] covid19
[31] staysafe
[24] washyourhands
[23] coronavirus
[19] covid_19
[15] wearamask
[15] getvaccinated
[15] physicaldistancing
[14] pandemic

Top Hashtags in Tweet in G2:
[64] covid19
[62] angamizacorona
[44] pwds
[16] worldmaskweek
[3] flattenthecurve
[3] getvaccinated
[2] handsmaskspace
[1] staysafe

Top Hashtags in Tweet in G3:
[95] flattenthecurve
[1] holdfirm

Top Hashtags in Tweet in G4:
[92] covid19
[50] flattenthecurve
[30] getvaccinated
[29] worldmaskweek
[16] staysafe
[14] stayathome
[13] jazzforcovid
[13] jazz
[13] covidー19
[13] covid_19

Top Hashtags in Tweet in G5:
[43] flattenthecurve
[33] pandemie
[1] angstkurve
[1] hysteriekurve
[1] fremdimeigenenland

Top Hashtags in Tweet in G6:
[126] togetherwecan
[119] nagaland
[85] flattenthecurve
[64] nagalandagainstcovid19
[59] nagalandagainstcovid
[38] covid19
[5] largestvaccinationdrive
[4] pregnant
[4] largestvaccinedrive
[1] wearamask

Top Hashtags in Tweet in G7:
[41] flattenthecurve
[37] staysafe
[34] lockdownlevel4
[18] covid19
[8] covid19sa
[6] stayhomesa
[4] covid_19
[3] alertlevel4
[3] notolooting
[2] washyourhands

Top Hashtags in Tweet in G8:
[17] flattenthecurve
[4] ahaal
[3] örr
[3] stopthecurve
[2] maske
[2] dailyreminder
[2] lockdownlight
[1] hoax
[1] scamdemic
[1] widerstand2021

Top Hashtags in Tweet in G9:
[15] flattenthecurve
[1] covidioten
[1] backto2019normal

Top Hashtags in Tweet in G10:
[14] flattenthecurve
[13] savelives
[12] stopcovid19
[1] stopcovi19

Top Words
Top Words in Tweet in Entire Graph:
[1074] #flattenthecurve
[393] #covid19
[190] station
[165] die
[151] covid
[136] 19
[130] 2021
[130] july
[126] #togetherwecan
[124] train

Top Words in Tweet in G1:
[195] #flattenthecurve
[46] #covid19
[31] #staysafe
[28] zwerenberg
[24] #washyourhands
[23] #coronavirus
[19] #covid_19
[17] covid
[16] 19
[15] #wearamask

Top Words in Tweet in G2:
[64] #covid19
[62] #angamizacorona
[61] variants
[60] keep
[60] emerging
[60] thus
[60] calling
[60] extra
[60] vigilance
[60] communities

Top Words in Tweet in G3:
[95] #flattenthecurve
[94] m4ttmc87

Top Words in Tweet in G4:
[92] #covid19
[69] amref_kenya
[50] #flattenthecurve
[42] wearing
[42] mask
[35] spread
[31] need
[30] #getvaccinated
[29] #worldmaskweek
[27] curbing

Top Words in Tweet in G5:
[72] die
[43] #flattenthecurve
[33] lviehler
[33] denken
[33] dran
[33] hauptpriorität
[33] #pandemie
[33] inzidenz
[33] 50
[4] vorzimmerdame2

Top Words in Tweet in G6:
[126] #togetherwecan
[122] july
[122] 2021
[119] bulletin
[119] #nagaland
[113] status
[91] covid
[91] 19
[85] #flattenthecurve
[64] mygovnagaland

Top Words in Tweet in G7:
[41] #flattenthecurve
[37] #staysafe
[34] #lockdownlevel4
[20] play
[18] #covid19
[18] gcismedia
[15] remain
[15] gatherings
[14] governmentza
[14] good

Top Words in Tweet in G8:
[22] die
[17] #flattenthecurve
[6] bmg_bund
[6] wieder
[6] corneliusroemer
[6] strategie
[5] mkreutzfeldt
[4] öffentlichkeitswirksam
[4] #ahaal
[4] werben

Top Words in Tweet in G9:
[15] #flattenthecurve
[13] die
[9] man
[7] mehr
[6] ging
[6] mal
[5] karl_lauterbach
[5] warum
[5] geht
[4] bild

Top Words in Tweet in G10:
[20] health
[16] share_your_self
[14] #flattenthecurve
[13] #savelives
[13] ogadagidii
[12] #stopcovid19
[10] ubogidi
[10] ozalla
[10] center
[10] train

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[129] covid,19
[126] july,2021
[119] bulletin,#nagaland
[111] #nagaland,status
[93] m4ttmc87,#flattenthecurve
[89] next,stopping
[89] stopping,station
[79] 19,bulletin
[78] station,next
[72] wearing,mask

Top Word Pairs in Tweet in G1:
[15] wanderung,zwerenberg
[15] schwarzwald,#flattenthecurve
[15] #flattenthecurve,#physicaldistancing
[14] zwerenberg,schwarzwald
[13] #flattenthecurve,#wearamask
[13] #physicaldistancing,zwerenberg
[12] covid,19
[12] #sarscov2,#vaccinated
[12] #vaccinated,#suriname
[12] #suriname,#communityspreading

Top Word Pairs in Tweet in G2:
[60] #covid19,variants
[60] variants,keep
[60] keep,emerging
[60] emerging,thus
[60] thus,calling
[60] calling,extra
[60] extra,vigilance
[60] vigilance,#angamizacorona
[60] #angamizacorona,communities
[59] yednetworkke,#covid19

Top Word Pairs in Tweet in G3:
[93] m4ttmc87,#flattenthecurve

Top Word Pairs in Tweet in G4:
[42] wearing,mask
[23] mark,#worldmaskweek
[23] #worldmaskweek,need
[23] need,remind
[23] remind,ourselves
[23] ourselves,importance
[23] importance,wearing
[23] mask,appropriately
[22] amref_kenya,mark
[22] appropriately,#w

Top Word Pairs in Tweet in G5:
[33] denken,dran
[33] dran,#flattenthecurve
[33] #flattenthecurve,die
[33] die,hauptpriorität
[33] hauptpriorität,#pandemie
[33] #pandemie,inzidenz
[33] inzidenz,50
[33] 50,die
[32] lviehler,denken
[4] vielleicht,trügt

Top Word Pairs in Tweet in G6:
[122] july,2021
[119] bulletin,#nagaland
[111] #nagaland,status
[91] covid,19
[79] 19,bulletin
[64] #togetherwecan,#nagalandagainstcovid19
[57] 2021,00
[57] 00,pm
[57] pm,#togetherwecan
[47] mygovnagaland,covid

Top Word Pairs in Tweet in G7:
[32] #lockdownlevel4,#flattenthecurve
[31] #staysafe,#lockdownlevel4
[15] gcismedia,#staysafe
[14] good,morning
[14] morning,sa
[14] sa,gatherings
[14] gatherings,close
[14] close,contact
[14] contact,remain
[14] remain,biggest

Top Word Pairs in Tweet in G8:
[4] mkreutzfeldt,bmg_bund
[4] öffentlichkeitswirksam,#ahaal
[4] werben,sowie
[4] sowie,die
[4] #flattenthecurve,strategie
[3] dieser,stuss
[3] stuss,clauskleber
[3] clauskleber,gibt
[3] gibt,verbale
[3] verbale,diarrhö

Top Word Pairs in Tweet in G9:
[3] ging,mal
[3] politik,mehr
[3] geht,#flattenthecurve
[3] mehr,#flattenthecurve
[3] bild,die
[3] die,pandemie
[3] pandemie,seit
[3] seit,monaten
[3] monaten,ende
[3] ende,habe

Top Word Pairs in Tweet in G10:
[13] #flattenthecurve,#savelives
[12] #savelives,#stopcovid19
[12] #stopcovid19,share_your_self
[10] ubogidi,ozalla
[10] ozalla,health
[10] health,center
[10] center,train
[10] train,sensitising
[10] sensitising,rural
[10] rural,health

Top Replied-To
Top Replied-To in Entire Graph:
@mkreutzfeldt
@corneliusroemer
@poempieloempie1
@zdfheute
@tedmartin1775
@tomdabassman
@anlomedad
@felicea
@ardmoma
@meisi_74

Top Replied-To in G2:
@amref_kenya

Top Replied-To in G3:
@theangrybarten3

Top Replied-To in G5:
@vorzimmerdame2

Top Replied-To in G8:
@mkreutzfeldt
@corneliusroemer
@anlomedad
@pdl1988
@konold
@mello14318016
@regsprecher
@joergfr
@zdfheute

Top Replied-To in G9:
@ardmoma
@karl_lauterbach
@zdfheute
@csu
@zeitonline
@gkbweber
@berlinerzeitung
@useidler2
@meisi_74
@twogni

Top Mentioned
Top Mentioned in Entire Graph:
@m4ttmc87
@amref_kenya
@yednetworkke
@mygovnagaland
@healthnagaland
@fede_254
@lviehler
@ddnewskohima
@dipr_nagaland
@airnews_kohima

Top Mentioned in G1:
@egmontinstitute
@wqbelle
@flooringdirectx
@iramey

Top Mentioned in G2:
@yednetworkke
@fede_254
@amref_kenya
@amref_worldwide
@moh_kenya
@bizfightscorona
@amrefmedical

Top Mentioned in G3:
@m4ttmc87
@noelanderson_

Top Mentioned in G4:
@amref_kenya
@amref_worldwide
@rockefellerfdn
@youthactke
@amrefmedical
@yednetworkke
@moh_kenya
@chreadkenya
@weks_note
@youthub_ke

Top Mentioned in G5:
@lviehler
@vorzimmerdame2
@jakobrohrhirsch

Top Mentioned in G6:
@mygovnagaland
@healthnagaland
@dipr_nagaland
@ddnewskohima
@airnews_kohima
@statedisaster
@pibkohima
@stateiecbureau

Top Mentioned in G7:
@gcismedia
@governmentza
@gp_commsafety
@dalrrdgov_za
@dotransport

Top Mentioned in G8:
@bmg_bund
@clauskleber
@jensspahn
@corneliusroemer
@sz_associates
@mello14318016
@crau080
@rahmstorf
@s_honnen
@mkreutzfeldt

Top Mentioned in G9:
@karl_lauterbach
@hankrea72041743
@bild
@bode_anne1
@zdfheute
@hendrikxxxxx
@twogni
@welt
@marcvegt

Top Mentioned in G10:
@share_your_self
@ogadagidii
@connected_dev
@bukolasaraki
@kingadindu
@dannyugwu
@nwa_udi_di_egwu
@agentsofcom
@ritachinyere13
@iamohanyere

Top Tweeters
Top Tweeters in Entire Graph:
@pparzival
@viralvideovlogs
@bob_stinson1234
@slimchick1900
@welt
@djangobot_
@fabriciosx
@chasesupport
@ssynicall
@berlinsandra78

Top Tweeters in G1:
@iramey
@fadastra
@sf_andreas
@fabcojim
@csigmashow
@boyackey_badmen
@stefanpostulart
@radio_azureus
@r34lb0rg
@nazminakthar

Top Tweeters in G2:
@mashaaahtney
@katen_ke
@its_davie11
@kokwet_ke
@_mjukuu_
@kirinyaga_duke
@mose_louis
@hitmanoficiall
@halimbaya_
@ke_lewwi

Top Tweeters in G3:
@jackcolleton
@flaganatas
@irenewa45168212
@celticnotorious
@stillherechris
@mikedk
@blueskysunfree
@nleespeaking
@m4ttmc87
@ticketwizard77

Top Tweeters in G4:
@viralvideovlogs
@martinmavenjina
@magic2girl
@assswetto
@askamazngkisumu
@larrykipz
@kasiitamark
@esky_murume254
@mtesooo
@abukaalfred

Top Tweeters in G5:
@connyro_bln
@berlincasi
@tinemaeller
@milkrun
@heriber06377061
@orrydontw
@alfredebeach
@georgschwarzer
@schlautropf
@zweilizweire

Top Tweeters in G6:
@kingpraveena
@jusabhi
@sudarshantheva3
@nagalandbot
@airnews_kohima
@bjp4nagaland
@mygovnagaland
@ritakrocha
@pibkohima
@outbreak_india

Top Tweeters in G7:
@merentia
@_arrivealive
@vineshkznsa
@king_sthera13
@newsprime1012
@governmentza
@thabo2017
@bulelaniphillip
@deptoflabour
@gcismedia

Top Tweeters in G8:
@angela_3110_
@zdfheute
@anlomedad
@sz_associates
@wunder2welt
@birdman00015334
@mkreutzfeldt
@der_schwabe
@regsprecher
@konold

Top Tweeters in G9:
@welt
@bild
@zeitonline
@berlinerzeitung
@dsoenens
@huradax
@marcvegt
@csu
@ardmoma
@bode_anne1

Top Tweeters in G10:
@drchrisugwu
@somto_ugwu
@iamohanyere
@ogene_ogbodo
@bukolasaraki
@connected_dev
@kingadindu
@dannyugwu
@temple_oraeki
@nwa_udi_di_egwu