#FlattenTheCurve, Twitter, 6/27/2021 2:02:37 AM, 257794


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#FlattenTheCurve_2021-06-26_01-18-53.xlsx
#FlattenTheCurve_2021-06-26_01-18-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 27, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2ULCQDP
@bag2bag_care
@albertoemachado
@amref_kenya
@gp_commsafety
@viralvideovlogs
@amref_worldwide
@amrefmedical
@m4ttmc87
@dwatchcentre
@roshikadeo

Top hashtags:
#flattenthecurve
#covid19
#covid_19
#staysafe
#wearamask

Description:
Description
The graph represents a network of 921 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 Saturday, 26 June 2021 at 08:21 UTC.

The requested start date was Friday, 25 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 13-day, 22-hour, 41-minute period from Friday, 11 June 2021 at 00:42 UTC to Thursday, 24 June 2021 at 23:23 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 : 921
Unique Edges : 486
Edges With Duplicates : 1833
Total Edges : 2319
Number of Edge Types : 5
MentionsInRetweet : 642
Mentions : 404
Retweet : 540
Replies to : 118
Tweet : 615
Self-Loops : 627
Reciprocated Vertex Pair Ratio : 0.0215827338129496
Reciprocated Edge Ratio : 0.0422535211267606
Connected Components : 215
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 175
Maximum Edges in a Connected Component : 499
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.974534
Graph Density : 0.00100552329698343
Modularity : 0.387751
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 921 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 Saturday, 26 June 2021 at 08:21 UTC.

The requested start date was Friday, 25 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 13-day, 22-hour, 41-minute period from Friday, 11 June 2021 at 00:42 UTC to Thursday, 24 June 2021 at 23:23 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:
[53] https://bag2bag.in/
[5] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DN7R7vQxQ8KY&q=EgS4SO-bGIn00YYGIhD9PK3loIr8O97fWL-uBEdIMgFy
[5] https://www.instagram.com/accounts/login/
[4] https://www.radioafm.nl/
[4] https://www.tfes.org/
[4] https://www.dwcug.org/
[3] https://scitechdaily.com/ultra-low-doses-of-inhaled-nanobodies-prevents-and-treats-severe-covid-19-in-hamsters/
[3] https://scitechdaily.com/covid-19-mortality-associated-with-2-signs-that-are-easily-measured-at-home/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256435
[3] https://www.flooringdirectdfw.com/free-estimate

Top URLs in Tweet in G1:
[53] https://bag2bag.in/

Top URLs in Tweet in G2:
[5] https://www.instagram.com/accounts/login/
[3] https://www.flooringdirectdfw.com/free-estimate
[2] https://www.easylivingfl.com/things-to-do-during-coronavirus-social-isolation/
[2] https://www.easylivingfl.com/mental-health-covid-19/
[1] https://www.municipalworld.com/coronavirus-news-update/
[1] https://t75hannover.tumblr.com/post/653769215451578368/impf-taxi-jedergeimpftehilft-flattenthecurve#_=_
[1] https://twitter.com/ABoleynGirl/status/1403728673530957834
[1] https://www.bbc.co.uk/news/uk-57476776
[1] https://www.npr.org/sections/health-shots/2020/03/13/815502262/flattening-a-pandemics-curve-why-staying-home-now-can-save-lives?utm_medium=RSS&utm_campaign=healthcare
[1] https://twitter.com/emwohlfarter/status/1404775205835264001

Top URLs in Tweet in G4:
[5] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DN7R7vQxQ8KY&q=EgS4SO-bGIn00YYGIhD9PK3loIr8O97fWL-uBEdIMgFy
[3] https://scitechdaily.com/covid-19-mortality-associated-with-2-signs-that-are-easily-measured-at-home/
[3] https://scitechdaily.com/ultra-low-doses-of-inhaled-nanobodies-prevents-and-treats-severe-covid-19-in-hamsters/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256435
[2] https://scitechdaily.com/new-research-shows-alarming-risk-of-covid-19-from-aerosols-to-healthcare-workers/
[1] https://twitter.com/Radio_Azureus/status/1406025880862920704
[1] https://twitter.com/Radio_Azureus/status/1403980345108832258
[1] https://twitter.com/Radio_Azureus/status/1403980349273784327
[1] https://twitter.com/Radio_Azureus/status/1403980353283440642
[1] https://twitter.com/Radio_Azureus/status/1403980358778077184

Top URLs in Tweet in G6:
[1] https://twitter.com/Sagan931/status/1406268844637835267?s=20

Top URLs in Tweet in G9:
[1] https://twitter.com/HealthNagaland/status/1405152561053667330

Top URLs in Tweet in G10:
[1] https://twitter.com/tijdvooreten/status/1309615450293186560?s=19
[1] https://twitter.com/woukevscherrenb/status/1407357815602270219
[1] https://science.sciencemag.org/content/368/6498/1422

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1002] flattenthecurve
[297] covid19
[162] covid_19
[141] staysafe
[130] wearamask
[122] washyourhands
[105] togetherwecan
[100] stayhome
[87] nagaland
[83] sarscov2



Top Hashtags in Tweet in G1:
[53] business
[53] couples
[53] sanitize
[53] safestay
[53] cleanliness
[53] hygiene
[53] wearamask
[53] safetyfirst
[53] flattenthecurve
[53] hotel

Top Hashtags in Tweet in G2:
[142] flattenthecurve
[38] covid19
[20] washyourhands
[18] coronavirus
[16] wearamask
[16] getvaccinated
[14] socialdistance
[13] physicaldistancing
[11] socialdistancing
[7] stayhome

Top Hashtags in Tweet in G3:
[47] covid_19
[32] flattenthecurve
[9] ramaphosa
[3] alertlevel3
[3] gautengcovid19
[2] takecharge
[1] level3lockdown
[1] thirdwave
[1] drivehope

Top Hashtags in Tweet in G4:
[181] covid19
[155] flattenthecurve
[92] covid_19
[82] sarscov2
[73] suriname
[72] communityspreading
[72] global
[71] maketheworldfreeofcovid19
[71] covidioten
[71] staysafe

Top Hashtags in Tweet in G5:
[57] covid19fiji
[25] flattenthecurve
[18] cwmh
[13] stayhome
[13] teamfiji
[11] togetherwecan
[8] secondwavecovid19fiji
[7] maskupfiji
[5] covid19secondwave
[2] stopthespread

Top Hashtags in Tweet in G6:
[5] flattenthecurve
[3] schummeln
[3] wirtschaftskriminaliaet
[3] korruption
[3] lockdown
[3] bigpharma
[2] politik
[2] narrativ
[2] denhaag
[1] flatteningthecovid19curve

Top Hashtags in Tweet in G7:
[27] flattenthecurve
[27] gesundheitssystem
[27] vulnerableschützen
[1] dieimpfungbeendet
[1] epidemischelage
[1] lebensrisiko

Top Hashtags in Tweet in G8:
[25] flattenthecurve

Top Hashtags in Tweet in G9:
[91] togetherwecan
[87] nagaland
[62] nagalandagainstcovid19
[45] flattenthecurve
[23] nagalandagainstcovid
[4] covid19
[3] nagalandagainstacovid19

Top Hashtags in Tweet in G10:
[5] flattenthecurve
[4] covid19
[4] covid19nl
[2] bco
[2] rethink
[2] zomerrecess
[2] lockdown
[2] mondkapjes
[1] deltavariant
[1] contacttraicing

Top Words
Top Words in Tweet in Entire Graph:
[1003] #flattenthecurve
[297] #covid19
[246] station
[162] #covid_19
[153] covid
[149] train
[141] #staysafe
[134] 19
[130] #wearamask
[122] #washyourhands

Top Words in Tweet in G1:
[53] bag2bag
[53] rooms
[53] #business
[53] #couples
[53] #sanitize
[53] #safestay
[53] #cleanliness
[53] #hygiene
[53] #wearamask
[53] #safetyfirst

Top Words in Tweet in G2:
[142] #flattenthecurve
[38] #covid19
[28] home
[23] zwerenberg
[21] good
[20] #washyourhands
[18] #coronavirus
[16] #wearamask
[16] #getvaccinated
[14] covid

Top Words in Tweet in G3:
[62] gp_commsafety
[53] lockdown
[48] regulations
[47] #covid_19
[39] food
[35] products
[35] various
[33] shops
[32] #flattenthecurve
[27] monitoring

Top Words in Tweet in G4:
[181] #covid19
[155] #flattenthecurve
[92] #covid_19
[82] #sarscov2
[73] #suriname
[72] #communityspreading
[72] #global
[71] #maketheworldfreeofcovid19
[71] #covidioten
[71] #staysafe

Top Words in Tweet in G5:
[57] #covid19fiji
[44] roshikadeo
[36] people
[36] yr
[36] old
[26] cases
[25] #flattenthecurve
[23] due
[19] died
[18] 57

Top Words in Tweet in G6:
[5] #flattenthecurve
[4] die
[3] reitschuster
[3] #schummeln
[3] medialen
[3] fokus
[3] steht
[3] klassische
[3] #wirtschaftskriminaliaet
[3] mittels

Top Words in Tweet in G7:
[27] erinnert
[27] #flattenthecurve
[27] #gesundheitssystem
[27] überlasten
[27] #vulnerableschützen
[26] esvar_einmal
[26] #dieimpfungbeen
[3] die

Top Words in Tweet in G8:
[25] vergesst
[25] wert
[25] die
[25] inzidenzen
[25] zwischen
[25] 20
[25] 200
[25] #flattenthecurve
[25] nächste
[25] lockdown

Top Words in Tweet in G9:
[92] june
[92] 2021
[91] #togetherwecan
[89] bulletin
[88] covid
[88] status
[87] #nagaland
[84] 19
[63] mygovnagaland
[62] #nagalandagainstcovid19

Top Words in Tweet in G10:
[5] #flattenthecurve
[4] #covid19
[4] #covid19nl
[3] bron
[3] niet
[3] rivm
[3] minvws
[3] tijdvooreten
[2] hugodejonge
[2] nog

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[129] covid,19
[110] next,stopping
[110] stopping,station
[95] june,2021
[88] station,next
[82] bulletin,#nagaland
[80] #nagaland,status
[72] #communityspreading,#global
[71] #global,#maketheworldfreeofcovid19
[71] #maketheworldfreeofcovid19,#covidioten

Top Word Pairs in Tweet in G1:
[53] #business,#couples
[53] #couples,#sanitize
[53] #sanitize,#safestay
[53] #safestay,#cleanliness
[53] #cleanliness,#hygiene
[53] #hygiene,#wearamask
[53] #safetyfirst,#flattenthecurve
[53] #flattenthecurve,#hotel
[45] bag2bag,rooms
[29] #wearamask,#safetyfirst

Top Word Pairs in Tweet in G2:
[14] good,morning
[14] #flattenthecurve,#wearamask
[14] #wearamask,#socialdistance
[14] #socialdistance,#washyourhands
[14] #washyourhands,#getvaccinated
[13] wanderung,zwerenberg
[13] zwerenberg,schwarzwald
[13] schwarzwald,#flattenthecurve
[13] #flattenthecurve,#physicaldistancing
[11] macht,schnelle

Top Word Pairs in Tweet in G3:
[47] lockdown,regulations
[35] food,products
[33] various,shops
[26] expired,food
[26] products,confiscated
[26] confiscated,various
[26] shops,during
[26] during,monitoring
[26] monitoring,#covid_19
[26] #covid_19,lockdown

Top Word Pairs in Tweet in G4:
[72] #communityspreading,#global
[71] #global,#maketheworldfreeofcovid19
[71] #maketheworldfreeofcovid19,#covidioten
[69] #sarscov2,#vaccinated
[69] #vaccinated,#suriname
[69] #suriname,#communityspreading
[69] #covidioten,#covididiots
[67] #covididiots,#staythefuckhome
[67] #staythefuckhome,#covid19
[67] #covid19,#covid2020

Top Word Pairs in Tweet in G5:
[36] yr,old
[26] #covid19fiji,cases
[23] due,#covid19fiji
[18] people,died
[18] died,due
[18] #covid19fiji,57
[18] 57,63
[18] 63,yr
[18] old,males
[18] males,66

Top Word Pairs in Tweet in G6:
[3] #schummeln,medialen
[3] medialen,fokus
[3] fokus,steht
[3] steht,die
[3] die,klassische
[3] klassische,#wirtschaftskriminaliaet
[3] #wirtschaftskriminaliaet,mittels
[3] mittels,#korruption
[2] reitschuster,#schummeln
[2] #korruption,#bigpharma

Top Word Pairs in Tweet in G7:
[27] erinnert,#flattenthecurve
[27] #flattenthecurve,#gesundheitssystem
[27] #gesundheitssystem,überlasten
[27] überlasten,#vulnerableschützen
[26] esvar_einmal,erinnert
[26] #vulnerableschützen,#dieimpfungbeen

Top Word Pairs in Tweet in G8:
[25] vergesst,wert
[25] wert,die
[25] die,inzidenzen
[25] inzidenzen,zwischen
[25] zwischen,20
[25] 20,200
[25] 200,#flattenthecurve
[25] #flattenthecurve,nächste
[25] nächste,lockdown
[25] lockdown,'delta

Top Word Pairs in Tweet in G9:
[92] june,2021
[84] covid,19
[82] bulletin,#nagaland
[80] #nagaland,status
[70] 19,bulletin
[62] #togetherwecan,#nagalandagainstcovid19
[57] 2021,00
[57] 00,pm
[57] pm,#togetherwecan
[47] mygovnagaland,covid

Top Word Pairs in Tweet in G10:
[2] bron,contractonderzoek
[2] contractonderzoek,moet
[2] moet,juist
[2] juist,nu
[2] nu,beter
[2] beter,uitgevoerd
[2] uitgevoerd,worden
[2] worden,niet
[2] niet,minder
[2] minder,rivm

Top Replied-To
Top Replied-To in Entire Graph:
@flyingdogtravel
@travelcuddly
@tripoto
@mybeaudes
@atravelcompanio
@journeyheroapp
@travelnpack
@tourmyindiaa
@andreasprucha
@yolocountyca

Top Replied-To in G1:
@flyingdogtravel
@tripoto
@travelcuddly
@tourmyindiaa
@travelnpack
@journeyheroapp
@atravelcompanio
@mybeaudes
@ttmoneymentor
@roadtrippingroy

Top Replied-To in G3:
@gp_commsafety
@sedibengdm

Top Replied-To in G6:
@martinstumpp1
@rosenbusch_
@reitschuster
@tobiasmair29
@shomburg

Top Replied-To in G10:
@hugodejonge
@marionkoopmans

Top Mentioned
Top Mentioned in Entire Graph:
@gp_commsafety
@mygovnagaland
@roshikadeo
@amref_kenya
@healthnagaland
@dipr_nagaland
@statedisaster
@airnews_kohima
@ddnewskohima
@esvar_einmal

Top Mentioned in G1:
@sunworshiper20
@tourismgoi
@minofculturegoi
@moayush
@suziday123
@forkmespoonme
@journeyheroapp
@timestravel
@laurendanner360
@incredibleindia

Top Mentioned in G2:
@easylivingfl
@subyroy
@smartlinkus

Top Mentioned in G3:
@gp_commsafety
@faithmazibukosa
@enca
@libertygroupsa
@cyrilramaphosa
@sedibengdm
@gautenghealth

Top Mentioned in G4:
@amref_kenya
@amref_worldwide
@gina_alcera
@radio_azureus
@moh_kenya
@whoafro
@yednetworkke
@amrefmedical
@albertoemachado
@chreadkenya

Top Mentioned in G5:
@roshikadeo
@otb_fiji
@fijivillage
@fijiangovt

Top Mentioned in G6:
@reitschuster
@asta_die
@rosenbusch_
@hansiit
@hannab2003
@rhabarbeer
@titanix18
@dr_demokratie
@_neededcitation
@shomburg

Top Mentioned in G7:
@esvar_einmal

Top Mentioned in G8:
@vikingrohan

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

Top Mentioned in G10:
@rivm
@minvws
@tijdvooreten
@bosmana
@ammer_b
@mzelst
@jpaternotte
@benjalvarez1
@marionkoopmans
@roelgrif

Top Tweeters
Top Tweeters in Entire Graph:
@ejlazar
@independent
@jmlpyt
@viralvideovlogs
@reuters
@iveyjanette_207
@mysouthend
@eichinchanglim
@skynews
@translink

Top Tweeters in G1:
@ejlazar
@jmlpyt
@thephotohour
@jackopj16
@klompsoares
@rogeliogalvn2
@suziday123
@heatherrose1814
@tangenghui
@johnlukenyc

Top Tweeters in G2:
@subyroy
@madlyodd
@sorenhave
@fabcojim
@miyuko_junsei
@aboleyngirl
@koelnnews
@lonelybob
@cmoosom
@mat_struwe

Top Tweeters in G3:
@enca
@abramjee
@maraenslin
@lavitosoul
@mathenjm
@fraudwatchza
@mzo_honcho
@asvaar17
@keletso30933369
@sizabonke

Top Tweeters in G4:
@viralvideovlogs
@reuters
@opensource_orgs
@larrykipz
@kokwet_ke
@themountainlust
@timpatalpostma
@radio_azureus
@albertoemachado
@b0tsci

Top Tweeters in G5:
@julerocks
@caintess
@fijivillage
@lizanotsokoshy
@pushashark
@angry_kpra
@feellowmeaner72
@cavaakila
@roshikadeo
@mdoublela

Top Tweeters in G6:
@derspiegel
@rhabarbeer
@rove_we
@lupinien70
@volksverpetzer
@vvinqit
@martina__schalu
@olafgersemann
@derpatr12918649
@derechtegrubert

Top Tweeters in G7:
@therealjoe_1958
@gerry6868
@rs_eng_brain
@viennasky
@wankum_kornelia
@tabernamontanu7
@sunriserma
@la_giraphe
@nemissimo
@bnjmnhg

Top Tweeters in G8:
@connyro_bln
@hamburgerdeern4
@snowcrash729
@mic_eff
@mephistomann
@ich_bins_jetzt
@helenehargeshe1
@hopaerik
@time94706926
@dirk_aus_hessen

Top Tweeters in G9:
@squaire67_d
@vagsinghpurohit
@sudarshantheva3
@nagalandbot
@krs_deshsevak
@airnews_kohima
@mimi_achumi
@bjp4nagaland
@mygovnagaland
@ritakrocha

Top Tweeters in G10:
@tijdvooreten
@roelgrif
@mzelst
@tanawc
@marionkoopmans
@hugodejonge
@minvws
@ammer_b
@rivm
@benjalvarez1


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