#FlattenTheCurve, Twitter, 7/26/2021 7:49:20 PM, 258830


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#FlattenTheCurve_2021-07-25_01-18-53.xlsx
#FlattenTheCurve_2021-07-25_01-18-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 26, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3iPsoDr
@amref_kenya
@yednetworkke
@fede_254
@amref_worldwide
@m4ttmc87
@who
@neeros5
@lviehler
@karl_lauterbach
@wunder2welt

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

Description:
Description
The graph represents a network of 1,237 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, 25 July 2021 at 08:20 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, 23-hour, 13-minute period from Friday, 09 July 2021 at 00:16 UTC to Thursday, 22 July 2021 at 23:29 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 : 1237
Unique Edges : 587
Edges With Duplicates : 2399
Total Edges : 2986
Number of Edge Types : 5
Retweet : 841
MentionsInRetweet : 952
Tweet : 604
Replies to : 127
Mentions : 462
Self-Loops : 613
Reciprocated Vertex Pair Ratio : 0.0231729055258467
Reciprocated Edge Ratio : 0.0452961672473868
Connected Components : 288
Single-Vertex Connected Components : 125
Maximum Vertices in a Connected Component : 188
Maximum Edges in a Connected Component : 569
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.672568
Graph Density : 0.000750850920773455
Modularity : 0.399603
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,237 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, 25 July 2021 at 08:20 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, 23-hour, 13-minute period from Friday, 09 July 2021 at 00:16 UTC to Thursday, 22 July 2021 at 23:29 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
[9] 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/genome-wide-association-studies-accurately-flag-more-deadly-covid-19-variants/
[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/

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-bGP7H5YcGIhByfc-VkEO0HyTpmVoYBeCuMgFy
[1] https://www.youtube.com/watch?v=ZGFwTu7-aSo

[1] https://www.youtube.com/watch?v=yZZlh06Bmwo

[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DrFHICdYkEeE&q=EgS4SO-bGPrpsIcGIhBL-ROOpos4Rc-UZlwpn04iMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DXCQ4ElOXlwQ&q=EgS4SO-bGPiMtocGIhC3Tda94XtBgQsK3sk1svjhMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DM_D2NyNMOvc&q=EgS4SO-bGPqvu4cGIhCuVa4pJb253TTx3KwrpPLPMgFy

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

Top URLs in Tweet in G6:
[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
[1] https://twitter.com/docknack/status/1417617791344123919
[1] https://twitter.com/s_honnen/status/1414466433946378242

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:
[1124] flattenthecurve
[403] covid19
[131] togetherwecan
[124] nagaland
[106] staysafe
[85] coronavirus
[80] wearamask
[67] nagalandagainstcovid19
[67] angamizacorona
[67] covid_19



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

Top Hashtags in Tweet in G2:
[65] covid19
[63] 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:
[94] covid19
[51] flattenthecurve
[31] getvaccinated
[29] worldmaskweek
[16] staysafe
[15] stayathome
[13] jazzforcovid
[13] jazz
[13] covidー19
[13] covid_19

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

Top Hashtags in Tweet in G6:
[18] flattenthecurve
[4] stopthecurve
[4] ahaal
[3] örr
[2] maske
[2] dailyreminder
[2] lockdownlight
[1] hoax
[1] scamdemic
[1] widerstand2021

Top Hashtags in Tweet in G7:
[42] flattenthecurve
[37] staysafe
[34] lockdownlevel4
[19] covid19
[9] covid19sa
[7] stayhomesa
[4] alertlevel4
[4] covid_19
[3] notolooting
[2] caringgovernment

Top Hashtags in Tweet in G8:
[131] togetherwecan
[124] nagaland
[88] flattenthecurve
[67] nagalandagainstcovid19
[61] nagalandagainstcovid
[39] covid19
[5] largestvaccinationdrive
[4] pregnant
[4] largestvaccinedrive
[1] wearamask

Top Hashtags in Tweet in G9:
[17] 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:
[1123] #flattenthecurve
[403] #covid19
[233] station
[168] die
[158] covid
[146] train
[142] 19
[135] july
[135] 2021
[131] #togetherwecan

Top Words in Tweet in G1:
[200] #flattenthecurve
[47] #covid19
[31] #staysafe
[28] zwerenberg
[24] #washyourhands
[24] #coronavirus
[20] covid
[19] #covid_19
[18] 19
[15] #wearamask

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

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

Top Words in Tweet in G4:
[94] #covid19
[70] amref_kenya
[51] #flattenthecurve
[42] wearing
[42] mask
[35] spread
[31] #getvaccinated
[31] need
[29] #worldmaskweek
[27] curbing

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

Top Words in Tweet in G6:
[23] die
[18] #flattenthecurve
[7] strategie
[6] corneliusroemer
[6] wieder
[6] bmg_bund
[5] ja
[5] mkreutzfeldt
[4] #stopthecurve
[4] kaum

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

Top Words in Tweet in G8:
[131] #togetherwecan
[127] july
[127] 2021
[124] bulletin
[124] #nagaland
[118] status
[95] covid
[95] 19
[88] #flattenthecurve
[67] mygovnagaland

Top Words in Tweet in G9:
[17] #flattenthecurve
[15] die
[10] ging
[10] mal
[9] man
[7] mehr
[5] geht
[5] karl_lauterbach
[5] warum
[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:
[135] covid,19
[131] july,2021
[124] bulletin,#nagaland
[116] #nagaland,status
[108] next,stopping
[108] stopping,station
[97] station,next
[93] m4ttmc87,#flattenthecurve
[83] 19,bulletin
[72] wearing,mask

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

Top Word Pairs in Tweet in G2:
[61] #covid19,variants
[61] variants,keep
[61] keep,emerging
[61] emerging,thus
[61] thus,calling
[61] calling,extra
[61] extra,vigilance
[61] vigilance,#angamizacorona
[61] #angamizacorona,communities
[60] 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
[5] vielleicht,trügt

Top Word Pairs in Tweet in G6:
[4] #flattenthecurve,strategie
[4] mkreutzfeldt,bmg_bund
[4] öffentlichkeitswirksam,#ahaal
[4] werben,sowie
[4] sowie,die
[3] mello14318016,corneliusroemer
[3] dieser,stuss
[3] stuss,clauskleber
[3] clauskleber,gibt
[3] gibt,verbale

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:
[127] july,2021
[124] bulletin,#nagaland
[116] #nagaland,status
[95] covid,19
[83] 19,bulletin
[67] #togetherwecan,#nagalandagainstcovid19
[60] 2021,00
[60] 00,pm
[60] pm,#togetherwecan
[49] mygovnagaland,covid

Top Word Pairs in Tweet in G9:
[7] ging,mal
[4] mal,#flattenthecurve
[4] mal,die
[3] ardmoma,ging
[3] #flattenthecurve,ging
[3] die,überlastung
[3] überlastung,gesundheitssystems
[3] politik,mehr
[3] geht,#flattenthecurve
[3] mehr,#flattenthecurve

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
@anlomedad
@poempieloempie1
@zdfheute
@tedmartin1775
@tomdabassman
@mikel_jollett
@wieczorek_silke
@konold

Top Replied-To in G2:
@amref_kenya

Top Replied-To in G3:
@theangrybarten3

Top Replied-To in G5:
@vorzimmerdame2

Top Replied-To in G6:
@mkreutzfeldt
@corneliusroemer
@anlomedad
@wieczorek_silke
@mello14318016
@konold
@pdl1988
@regsprecher
@joergfr
@zdfheute

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

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

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:
@bmg_bund
@corneliusroemer
@clauskleber
@jensspahn
@crau080
@rahmstorf
@mello14318016
@sz_associates
@karl_lauterbach
@brinkmannlab

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

Top Mentioned in G8:
@mygovnagaland
@healthnagaland
@dipr_nagaland
@ddnewskohima
@airnews_kohima
@statedisaster
@pibkohima
@stateiecbureau

Top Mentioned in G9:
@karl_lauterbach
@hendrikxxxxx
@hankrea72041743
@bild
@ardmoma
@bode_anne1
@zdfheute
@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
@kaceykells
@ssynicall

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

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:
@angela_3110_
@zdfheute
@anlomedad
@sz_associates
@wunder2welt
@birdman00015334
@mkreutzfeldt
@der_schwabe
@regsprecher
@konold

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

Top Tweeters in G8:
@kingpraveena
@jusabhi
@sudarshantheva3
@nagalandbot
@airnews_kohima
@bjp4nagaland
@mygovnagaland
@ritakrocha
@pibkohima
@outbreak_india

Top Tweeters in G9:
@welt
@bild
@zeitonline
@berlinerzeitung
@helenehargeshe1
@rehbln50
@dsoenens
@huradax
@marcvegt
@csu

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