#FlattenTheCurve, Twitter, 6/13/2021 10:24:53 AM, 256792


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#FlattenTheCurve_2021-06-13_01-29-13.xlsx
#FlattenTheCurve_2021-06-13_01-29-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 13, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3wkSS5k
@lviehler
@albertoemachado
@amref_kenya
@yednetworkke
@do_kinder
@amref_worldwide
@andibabler
@nciperle
@patriciakombo
@viralvideovlogs

Top hashtags:
#flattenthecurve
#covid19
#wearamask
#staysafe
#washyourhands

Description:
Description
The graph represents a network of 1,076 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, 13 June 2021 at 08:30 UTC.

The requested start date was Sunday, 13 June 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 12-day, 11-hour, 57-minute period from Sunday, 30 May 2021 at 00:26 UTC to Friday, 11 June 2021 at 12:23 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 : 1076
Unique Edges : 476
Edges With Duplicates : 2183
Total Edges : 2659
Number of Edge Types : 5
Mentions : 374
Tweet : 806
Retweet : 673
MentionsInRetweet : 731
Replies to : 75
Self-Loops : 822
Reciprocated Vertex Pair Ratio : 0.0177777777777778
Reciprocated Edge Ratio : 0.0349344978165939
Connected Components : 257
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 362
Maximum Edges in a Connected Component : 1005
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.53249
Graph Density : 0.000791908014178266
Modularity : 0.365254
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,076 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, 13 June 2021 at 08:30 UTC.

The requested start date was Sunday, 13 June 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 12-day, 11-hour, 57-minute period from Sunday, 30 May 2021 at 00:26 UTC to Friday, 11 June 2021 at 12:23 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:
[31] https://www.tfes.org/
[24] https://bag2bag.in/
[13] https://docs.google.com/forms/d/e/1FAIpQLScrBryI1QtuX3vMQEI5zEWtk8frsONtqHfBHStG3LQQE6VwMg/viewform?usp=send_form
[7] https://www.twitch.tv/nezuryu
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256024
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255951
[3] https://twitter.com/AlbertoEMachado/status/1399307644440133633?s=20
[3] https://www.coviz.org/e2b/2021-06-07/
[3] https://amref.org/coronavirus/
[3] https://scitechdaily.com/preventing-the-next-pandemic-scientists-say-we-must-regulate-air-like-food-and-water/

Top URLs in Tweet in G2:
[2] https://www.egmontinstitute.be/publications/
[2] https://www.flooringdirectdfw.com/free-estimate
[2] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[2] https://www.easylivingfl.com/mental-health-covid-19/
[2] https://www.easylivingfl.com/wellness-check-aging-parents
[1] https://beacons.page/lauveby.iris_
[1] https://twitter.com/lauveskin/status/1398846586742923266
[1] https://www.instagram.com/p/CPfe3ERB_Wq/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/kkmputrajaya/status/1280797344351436800
[1] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G3:
[3] https://twitter.com/AlbertoEMachado/status/1399307644440133633?s=20
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255951
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256024
[3] https://amref.org/coronavirus/
[3] https://www.coviz.org/e2b/2021-06-07/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256435
[2] https://twitter.com/sputnikvaccine/status/1399310660891299846?s=20
[2] https://www.coviz.org/e2b/2021-05-30/
[2] https://www.coviz.org/e2b/2021-06-01/
[2] https://www.coviz.org/d1/2021-06-05/sr

Top URLs in Tweet in G5:
[31] https://www.tfes.org/
[2] https://www.youtube.com/watch?v=MgHH2QheyjU&feature=youtu.be

[2] https://twitter.com/USNavy/status/1402656752726851586
[1] https://odysee.com/@rainedoutrantcast:5/flatearthdave:0
[1] https://open.spotify.com/episode/27l9zMuukYD0xJTwBhgwYr?si=qEq2k240QG26ub-UPqWfGw&utm_source=copy-link
[1] https://twitter.com/RainedOutRant/status/1399371797594734598

Top URLs in Tweet in G6:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G7:
[24] https://bag2bag.in/
[1] https://www.bagbag.in/

Top URLs in Tweet in G8:
[1] https://www.heise.de/tp/features/Covid-19-Hoehepunkt-nach-40-Tagen-Ende-bei-60-Tagen-unabhaengig-von-Massnahmen-4709759.html

Top Domains
Top Domains in Tweet in Entire Graph:
[207] twitter.com
[31] tfes.org
[26] google.com
[24] bag2bag.in
[23] swarmapp.com
[20] coviz.org
[14] scitechdaily.com
[9] wordpress.com
[8] nodexlgraphgallery.org
[7] youtube.com

Top Domains in Tweet in G2:
[35] twitter.com
[23] swarmapp.com
[11] google.com
[4] easylivingfl.com
[3] youtube.com
[3] egmontinstitute.be
[2] instagram.com
[2] flooringdirectdfw.com
[2] mercerbradley.com
[2] wbconnections.com

Top Domains in Tweet in G3:
[148] twitter.com
[20] coviz.org
[8] nodexlgraphgallery.org
[3] medium.com
[3] amref.org
[2] reuters.com
[1] independent.ie
[1] starnieuws.com
[1] vanityfair.com
[1] jamiemetzl.com

Top Domains in Tweet in G5:
[31] tfes.org
[3] twitter.com
[2] youtube.com
[1] odysee.com
[1] spotify.com

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

Top Domains in Tweet in G7:
[24] bag2bag.in
[1] bagbag.in

Top Domains in Tweet in G8:
[1] heise.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1265] flattenthecurve
[432] covid19
[216] wearamask
[197] staysafe
[191] washyourhands
[181] covid_19
[171] pandemic
[168] sarscov2
[160] staythefuckhome
[158] suriname



Top Hashtags in Tweet in G1:
[177] flattenthecurve
[1] corona

Top Hashtags in Tweet in G2:
[203] flattenthecurve
[56] covid19
[29] stayhome
[26] staysafe
[20] stayathome
[18] wearamask
[17] covid_19
[17] washyourhands
[16] coronavirus
[16] getvaccinated

Top Hashtags in Tweet in G3:
[238] covid19
[224] flattenthecurve
[158] suriname
[157] sarscov2
[157] communityspreading
[157] global
[157] maketheworldfreeofcovid19
[157] covidioten
[156] staysafe
[155] washyourhands

Top Hashtags in Tweet in G4:
[66] covid19
[56] angamizacorona
[2] covid19africa
[2] staysafe
[2] wearamask
[1] flattenthecurve
[1] coronavirus

Top Hashtags in Tweet in G5:
[89] flattenthecurve
[87] flatearth
[54] bumidatar
[47] flatearthsociety
[31] pride
[8] flat
[8] nocurve
[7] nasa
[6] dome
[5] nasalies

Top Hashtags in Tweet in G6:
[1] flattenthecurve
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] rri
[1] researchculture
[1] journorequest

Top Hashtags in Tweet in G7:
[24] business
[24] wearamask
[24] flattenthecurve
[23] couples
[23] sanitize
[23] safestay
[23] cleanliness
[23] hygiene
[23] socialdistancing
[23] hotel

Top Hashtags in Tweet in G8:
[3] flattenthecurve

Top Hashtags in Tweet in G9:
[59] nagaland
[53] togetherwecan
[51] nagalandagainstcovid19
[15] flattenthecurve

Top Hashtags in Tweet in G10:
[24] asco21
[2] flattenthecurve
[2] vaccine
[2] maskup
[2] oncoalert

Top Words
Top Words in Tweet in Entire Graph:
[1263] #flattenthecurve
[432] #covid19
[430] station
[246] train
[215] #wearamask
[210] next
[205] stopping
[202] die
[197] #staysafe
[190] #washyourhands

Top Words in Tweet in G1:
[177] #flattenthecurve
[176] wissen
[176] die
[176] zielmarke
[176] bundesweit
[176] 35
[176] lag
[176] geglaubt
[176] lviehler
[2] nie

Top Words in Tweet in G2:
[203] #flattenthecurve
[56] #covid19
[28] #stayhome
[28] àµ
[26] #staysafe
[24] stay
[21] home
[20] #stayathome
[18] cases
[18] zwerenberg

Top Words in Tweet in G3:
[238] #covid19
[224] #flattenthecurve
[158] #suriname
[157] #sarscov2
[157] #communityspreading
[157] #global
[157] #maketheworldfreeofcovid19
[157] #covidioten
[156] #staysafe
[155] #washyourhands

Top Words in Tweet in G4:
[66] #covid19
[59] yednetworkke
[56] emergence
[56] variants
[56] calls
[56] extra
[56] vigilance
[56] #angamizacorona
[56] communities
[55] #flat

Top Words in Tweet in G5:
[89] #flattenthecurve
[87] #flatearth
[54] #bumidatar
[47] #flatearthsociety
[37] earth
[36] research
[34] globe
[33] good
[31] flatearthorg
[31] morning

Top Words in Tweet in G6:
[2] dgurdasani1
[2] dbetteracademia
[2] morimahmoudi
[2] reneebleau
[2] suzanne_garrett
[2] evidencebase_im
[2] braincures
[2] marikasboros
[2] wellcometrust

Top Words in Tweet in G7:
[40] rooms
[24] bag2bag
[24] sanitized
[24] #business
[24] #wearamask
[24] #flattenthecurve
[23] #couples
[23] #sanitize
[23] #safestay
[23] #cleanliness

Top Words in Tweet in G8:
[4] shomburg
[3] #flattenthecurve
[2] erst
[2] sicherheit
[2] virus
[2] weltweit
[2] kontrollieren
[2] jede
[2] infektion
[2] verhindern

Top Words in Tweet in G9:
[62] covid
[62] 19
[59] bulletin
[59] #nagaland
[55] 2021
[53] #togetherwecan
[52] june
[51] status
[51] #nagalandagainstcovid19
[48] 00

Top Words in Tweet in G10:
[24] dear
[24] friends
[24] #asco21
[24] reminder
[24] matter
[24] world
[24] alone
[24] standing
[24] beside
[22] oncoalert

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[202] next,stopping
[202] stopping,station
[177] wissen,die
[176] die,zielmarke
[176] zielmarke,bundesweit
[176] bundesweit,35
[176] 35,lag
[176] lag,geglaubt
[176] geglaubt,#flattenthecurve
[175] lviehler,wissen

Top Word Pairs in Tweet in G1:
[176] wissen,die
[176] die,zielmarke
[176] zielmarke,bundesweit
[176] bundesweit,35
[176] 35,lag
[176] lag,geglaubt
[176] geglaubt,#flattenthecurve
[175] lviehler,wissen

Top Word Pairs in Tweet in G2:
[19] àµ,àµ
[16] #covid19,#flattenthecurve
[14] #flattenthecurve,#wearamask
[13] #stayhome,#staysafe
[12] #staysafe,#flattenthecurve
[12] cases,declined
[12] declined,stay
[12] stay,aware
[12] aware,use
[12] use,caution

Top Word Pairs in Tweet in G3:
[157] #communityspreading,#global
[157] #global,#maketheworldfreeofcovid19
[157] #maketheworldfreeofcovid19,#covidioten
[156] #suriname,#communityspreading
[155] #covidioten,#covididiots
[151] #covididiots,#staythefuckhome
[151] #staythefuckhome,#covid19
[151] #covid19,#covid2020
[151] #covid2020,#staythefhome
[151] #staythefhome,#staysafe

Top Word Pairs in Tweet in G4:
[56] emergence,#covid19
[56] #covid19,variants
[56] variants,calls
[56] calls,extra
[56] extra,vigilance
[56] vigilance,#angamizacorona
[56] #angamizacorona,communities
[55] yednetworkke,emergence
[55] communities,#flat
[5] loved,ones

Top Word Pairs in Tweet in G5:
[34] #flatearthsociety,#flattenthecurve
[34] research,globe
[34] globe,earth
[31] good,morning
[31] morning,#flatearth
[31] #pride,#flatearthsociety
[30] flatearthorg,good
[29] earth,#bumidatar
[22] #bumidatar,#flatearth
[21] #bumidatar,#flattenthecurve

Top Word Pairs in Tweet in G6:
[2] dgurdasani1,dbetteracademia
[2] dbetteracademia,morimahmoudi
[2] morimahmoudi,reneebleau
[2] reneebleau,suzanne_garrett
[2] suzanne_garrett,evidencebase_im
[2] evidencebase_im,braincures
[2] braincures,marikasboros

Top Word Pairs in Tweet in G7:
[24] bag2bag,rooms
[23] #business,#couples
[23] #couples,#sanitize
[23] #sanitize,#safestay
[23] #safestay,#cleanliness
[23] #cleanliness,#hygiene
[23] #hygiene,#wearamask
[23] #wearamask,#socialdistancing
[23] #socialdistancing,#hotel
[23] #hotel,#safetyfirst

Top Word Pairs in Tweet in G8:
[2] shomburg,erst
[2] erst,sicherheit
[2] sicherheit,virus
[2] virus,weltweit
[2] weltweit,kontrollieren
[2] kontrollieren,jede
[2] jede,infektion
[2] infektion,verhindern

Top Word Pairs in Tweet in G9:
[62] covid,19
[59] bulletin,#nagaland
[51] #togetherwecan,#nagalandagainstcovid19
[48] 19,bulletin
[48] #nagaland,status
[48] june,2021
[48] 2021,00
[48] 00,pm
[48] pm,#togetherwecan
[38] mygovnagaland,covid

Top Word Pairs in Tweet in G10:
[24] dear,friends
[24] friends,#asco21
[24] #asco21,reminder
[24] reminder,matter
[24] matter,world
[24] world,alone
[24] alone,standing
[24] standing,beside
[22] oncoalert,dear
[2] beside,#flattenthecurve

Top Replied-To
Top Replied-To in Entire Graph:
@shomburg
@bauer_bernd59
@rawlea
@annescottlin
@cschwenniger
@numbzombiemom
@larsearth
@fvzzrsln
@spicyhalo_
@paymanbenz

Top Replied-To in G1:
@lviehler

Top Replied-To in G3:
@numbzombiemom
@m4ttmc87

Top Replied-To in G5:
@annescottlin

Top Replied-To in G6:
@dgurdasani1

Top Replied-To in G7:
@aleksan52094351
@easeindiatravel
@enidhi
@sunworshiper20
@travelnpack
@bethfratesmd
@monapatelt
@studioira
@tripoto
@laurapapa491

Top Replied-To in G8:
@shomburg
@melolontha12
@klausamend

Top Mentioned
Top Mentioned in Entire Graph:
@lviehler
@yednetworkke
@mygovnagaland
@amref_kenya
@flatearthorg
@amref_worldwide
@rachmat_indra
@otb_fiji
@oncoalert
@dipr_nagaland

Top Mentioned in G1:
@lviehler

Top Mentioned in G2:
@egmontinstitute
@easylivingfl
@feskabul
@drtoothdentalmy
@insidejoking
@jfdimaggio

Top Mentioned in G3:
@amref_worldwide
@amref_kenya
@m4ttmc87
@albertoemachado
@do_kinder
@radio_azureus
@yednetworkke
@whoafro
@who
@coviz_org

Top Mentioned in G4:
@yednetworkke
@amref_kenya
@moh_kenya

Top Mentioned in G5:
@flatearthorg
@rachmat_indra
@flatflix
@rainedoutrant
@odyseeteam
@robghogan
@obdmpod
@bigdumbpuddz
@spotify
@thefepodcast

Top Mentioned in G6:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@proftimnoakes
@bolderesident
@richardjparfitt

Top Mentioned in G7:
@galswander
@madhattersnyc
@live4sights
@roarloudtravel
@always5star
@_sundaysunsets_
@winetraveleats
@suziday123
@nampapio
@ja2cook

Top Mentioned in G8:
@shomburg
@martina__schalu
@derechtegrubert
@tobiasmair29
@ralflehrer11
@hansiit
@kristiantrommle
@dr_demokratie
@fakeschuster
@stefan_lg

Top Mentioned in G9:
@mygovnagaland
@dipr_nagaland
@statedisaster
@ddnewskohima
@airnews_kohima
@healthnagaland

Top Mentioned in G10:
@oncoalert
@weoncologists

Top Tweeters
Top Tweeters in Entire Graph:
@viralvideovlogs
@reuters
@db_bahn
@stormhour
@catherinemginn
@skynews
@fabriciosx
@bernd471
@readingisourpas
@tumalwas

Top Tweeters in G1:
@bernd471
@safi_sy
@ruthlissy
@kpropcroy
@spasskultur
@connyro_bln
@markrudolph2701
@stoergroessem
@elisabethtobler
@sulzmeier

Top Tweeters in G2:
@animalrescueus
@fabcojim
@bluser12
@boyackey_badmen
@mtubeman
@mohddez
@lachenbe
@chrisholme1983
@eu__timothy
@circame2

Top Tweeters in G3:
@viralvideovlogs
@fabriciosx
@godfrey_g_
@corona_ssyt
@nvsdata
@larrykipz
@kasiitamark
@timpatalpostma
@who
@radio_azureus

Top Tweeters in G4:
@mashaaahtney
@its_davie11
@wayneodera
@jaykiluu
@sesyline_ke
@halimbaya_
@wex_dw
@msupa_a
@jabali__kina
@ke_lewwi

Top Tweeters in G5:
@langit_nyacerah
@weenielinguini
@mustbethemeds
@nasa
@mendalerenda99
@disc_light
@usarmy
@zakuenjoyer
@dom175289678
@spotify

Top Tweeters in G6:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@truthsayerodet1
@marikasboros
@un_women
@braincures

Top Tweeters in G7:
@stormhour
@thephotohour
@studioira
@suziday123
@sashaeats
@moqil
@roarloudtravel
@ja2cook
@always5star
@bethfratesmd

Top Tweeters in G8:
@derspiegel
@lupinien70
@stefan_lg
@volksverpetzer
@vvinqit
@martina__schalu
@olafgersemann
@derpatr12918649
@fswriter
@derechtegrubert

Top Tweeters in G9:
@sudarshantheva3
@nagalandbot
@airnews_kohima
@krs_deshsevak
@bjp4nagaland
@mygovnagaland
@ritakrocha
@deo_mondistrict
@outbreak_india
@ddnewskohima

Top Tweeters in G10:
@chrislancashir3
@oncoalert
@chemobrainfog
@ci4cc
@stefani19753108
@viveksubbiah
@raalbany
@weoncologists
@jamecancerdoc
@stacy_hurt


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