#FlattenTheCurve, Twitter, 6/6/2021 6:22:08 PM, 256435


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#FlattenTheCurve_2021-06-06_01-29-13.xlsx
#FlattenTheCurve_2021-06-06_01-29-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 06, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2RrFsFo
@lviehler
@albertoemachado
@do_kinder
@amref_kenya
@eventsinfluenc1
@amref_worldwide
@m4ttmc87
@viralvideovlogs
@andibabler
@hfwodisha

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

Description:
Description
The graph represents a network of 1,242 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, 06 June 2021 at 08:30 UTC.

The requested start date was Sunday, 06 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, 11-hour, 18-minute period from Sunday, 23 May 2021 at 00:58 UTC to Saturday, 05 June 2021 at 12:17 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 : 1242
Unique Edges : 601
Edges With Duplicates : 2730
Total Edges : 3331
Number of Edge Types : 5
Retweet : 779
MentionsInRetweet : 931
Tweet : 1052
Replies to : 76
Mentions : 493
Self-Loops : 1076
Reciprocated Vertex Pair Ratio : 0.0235183443085607
Reciprocated Edge Ratio : 0.0459558823529412
Connected Components : 327
Single-Vertex Connected Components : 150
Maximum Vertices in a Connected Component : 185
Maximum Edges in a Connected Component : 868
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.72795
Graph Density : 0.000705887543290759
Modularity : 0.349119
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,242 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, 06 June 2021 at 08:30 UTC.

The requested start date was Sunday, 06 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, 11-hour, 18-minute period from Sunday, 23 May 2021 at 00:58 UTC to Saturday, 05 June 2021 at 12:17 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:
[20] https://www.tfes.org/
[13] https://docs.google.com/forms/d/e/1FAIpQLScrBryI1QtuX3vMQEI5zEWtk8frsONtqHfBHStG3LQQE6VwMg/viewform?usp=send_form
[11] https://www.twitch.tv/nezuryu
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255527
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255394
[4] https://www.radioafm.nl/
[3] http://www.dein-traumhaus-am-meer.de
[3] https://www.egmontinstitute.be/topics/
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://amref.org/coronavirus/

Top URLs in Tweet in G1:
[1] https://devpost.com/software/0008_corona_tracking_registrierung_infizierter

Top URLs in Tweet in G2:
[3] https://www.flooringdirectdfw.com/free-estimate
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://www.egmontinstitute.be/topics/
[3] http://www.dein-traumhaus-am-meer.de
[2] https://www.egmontinstitute.be/publications/
[1] https://passionparade.blogspot.com/2021/03/staying-safe-in-age-of-covid.html?m=1&fbclid=IwAR0jmerz3KeZaBrrchT06WD50RcPTI-_iHW4tl1QPYzL7TRonnoUcd0mnK8
[1] https://twitter.com/LegoSpaceBot/status/1396719350300696576
[1] https://twitter.com/Independent_ie/status/1397047275789160450
[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://animalrescuesociety.us/video/adorable-rescue-raccoon-remind-wash-hands/

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255527
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255394
[3] https://amref.org/coronavirus/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254689
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255951
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256024
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255627
[2] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[2] https://twitter.com/AlbertoEMachado/status/1399307644440133633?s=20
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254807

Top URLs in Tweet in G4:
[1] https://www.linkedin.com/slink?code=gyaWkcR

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

[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://twitter.com/cnm_mv/status/1396817303921065986
[1] https://twitter.com/cnm_mv/status/1397519091271835654
[1] https://twitter.com/hpa_mv/status/1400859986662621187

Top URLs in Tweet in G9:
[13] https://docs.google.com/forms/d/e/1FAIpQLScrBryI1QtuX3vMQEI5zEWtk8frsONtqHfBHStG3LQQE6VwMg/viewform?usp=send_form

Top Domains
Top Domains in Tweet in Entire Graph:
[238] twitter.com
[38] nodexlgraphgallery.org
[25] swarmapp.com
[24] google.com
[23] coviz.org
[20] tfes.org
[16] scitechdaily.com
[12] youtube.com
[11] twitch.tv
[5] egmontinstitute.be

Top Domains in Tweet in G1:
[1] devpost.com

Top Domains in Tweet in G2:
[33] twitter.com
[25] swarmapp.com
[11] google.com
[5] egmontinstitute.be
[4] mercerbradley.com
[3] instagram.com
[3] youtube.com
[3] flooringdirectdfw.com
[3] dein-traumhaus-am-meer.de
[2] facebook.com

Top Domains in Tweet in G3:
[38] nodexlgraphgallery.org
[10] twitter.com
[3] amref.org
[2] arcgis.com
[1] debating.africa

Top Domains in Tweet in G4:
[1] linkedin.com

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

Top Domains in Tweet in G6:
[3] twitter.com

Top Domains in Tweet in G9:
[13] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1595] flattenthecurve
[467] covid19
[320] wearamask
[250] staysafe
[229] washyourhands
[209] covid_19
[199] sarscov2
[199] pandemic
[187] staythefuckhome
[186] suriname



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

Top Hashtags in Tweet in G2:
[250] flattenthecurve
[56] covid19
[44] stayhome
[39] staysafe
[26] washyourhands
[25] stayathome
[24] coronavirus
[20] covid_19
[19] socialdistancing
[19] staynotathome

Top Hashtags in Tweet in G3:
[108] covid19
[98] flattenthecurve
[26] nodexl
[24] wearamask
[23] covid19africa
[20] staysafe
[14] angamizacorona
[9] washyourhands
[7] getvaccinated
[5] vaccineswork

Top Hashtags in Tweet in G4:
[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 G5:
[61] flattenthecurve
[59] flatearth
[42] bumidatar
[21] flatearthsociety
[20] pride
[2] nasa
[2] space
[2] spacex
[2] marshelicopter
[2] roundearth

Top Hashtags in Tweet in G6:
[26] flattenthecurve
[11] stayhome
[7] enmmenekugai
[2] wearamask
[2] washyourhands
[1] staysafe

Top Hashtags in Tweet in G7:
[77] nagaland
[73] togetherwecan
[70] nagalandagainstcovid19
[19] flattenthecurve

Top Hashtags in Tweet in G8:
[1] staysafe
[1] flattenthecurve

Top Hashtags in Tweet in G9:
[2] malaysiamelawancovid19
[2] bts8thanniversary
[2] btsarmy
[2] flattenthecurve
[1] malaysiaarmy
[1] malaysianarmy

Top Hashtags in Tweet in G10:
[14] unite2fightcorona
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1592] #flattenthecurve
[660] station
[467] #covid19
[390] train
[322] next
[319] #wearamask
[313] stopping
[250] #staysafe
[236] departed
[228] #washyourhands

Top Words in Tweet in G1:
[175] #flattenthecurve
[173] lviehler
[173] wissen
[173] die
[173] zielmarke
[173] bundesweit
[173] 35
[173] lag
[173] geglaubt
[3] ging

Top Words in Tweet in G2:
[250] #flattenthecurve
[56] #covid19
[43] #stayhome
[39] #staysafe
[31] stay
[31] vir
[28] àµ
[25] #washyourhands
[25] #stayathome
[24] #coronavirus

Top Words in Tweet in G3:
[108] #covid19
[98] #flattenthecurve
[64] amref_kenya
[57] albertoemachado
[53] top
[32] spread
[31] influencers
[26] #nodexl
[25] preventive
[25] amref_worldwide

Top Words in Tweet in G4:
[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 G5:
[61] #flattenthecurve
[59] #flatearth
[42] #bumidatar
[30] earth
[25] research
[24] globe
[22] rachmat_indra
[22] good
[21] #flatearthsociety
[20] flatearthorg

Top Words in Tweet in G6:
[26] #flattenthecurve
[19] amnashath
[11] lets
[11] #stayhome
[10] families
[10] covid
[8] heartfelt
[8] condolence
[8] deaths
[8] allah

Top Words in Tweet in G7:
[88] covid
[88] 19
[77] bulletin
[77] #nagaland
[75] 2021
[73] #togetherwecan
[70] #nagalandagainstcovid19
[65] status
[64] 00
[64] pm

Top Words in Tweet in G8:
[17] appreciation
[17] health
[17] workers
[17] tireless
[17] noble
[17] work
[17] during
[17] difficult
[17] time
[17] almighty

Top Words in Tweet in G9:
[13] insfired
[13] more
[13] details
[13] posters
[13] video
[13] help
[12] both
[11] hustler_wwh
[11] purpleproject7ðÿ
[11] œ

Top Words in Tweet in G10:
[28] stay
[14] healthcare
[14] workers
[14] home
[14] help
[14] stop
[14] spread
[14] #unite2fightcorona
[13] nhai_official
[12] #flattenthecurv

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[310] stopping,station
[308] next,stopping
[253] station,next
[183] #communityspreading,#global
[183] #global,#maketheworldfreeofcovid19
[183] #maketheworldfreeofcovid19,#covidioten
[182] #suriname,#communityspreading
[181] #covidioten,#covididiots
[176] #staysafe,#washyourhands
[176] #pandemic,#flattenthecurve

Top Word Pairs in Tweet in G1:
[173] wissen,die
[173] die,zielmarke
[173] zielmarke,bundesweit
[173] bundesweit,35
[173] 35,lag
[173] lag,geglaubt
[173] geglaubt,#flattenthecurve
[172] lviehler,wissen
[2] la_giraphe,haha
[2] haha,ging

Top Word Pairs in Tweet in G2:
[19] #covid19,#flattenthecurve
[19] àµ,àµ
[19] #flattenthecurve,#staynotathome
[15] ferieninsel,vir
[15] vir,zadarska
[13] #stayhome,#flattenthecurve
[13] #flattenthecurve,#wearamask
[13] cases,declined
[13] declined,stay
[13] stay,aware

Top Word Pairs in Tweet in G3:
[31] influencers,#flattenthecurve
[29] top,influencers
[26] #flattenthecurve,#nodexl
[24] #covid19,preventive
[24] #covid19,#flattenthecurve
[22] loved,ones
[20] #nodexl,albertoemachado
[19] preventive,measures
[19] viewed,best
[19] best,approach

Top Word Pairs in Tweet in G4:
[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 G5:
[24] research,globe
[24] globe,earth
[20] #bumidatar,#flattenthecurve
[20] good,morning
[20] morning,#flatearth
[20] #pride,#flatearthsociety
[20] #flatearthsociety,#flattenthecurve
[19] #flattenthecurve,#flatearth
[19] flatearthorg,good
[17] earth,#bumidatar

Top Word Pairs in Tweet in G6:
[10] lets,#flattenthecurve
[8] heartfelt,condolence
[8] condolence,families
[8] allah,bless
[8] bless,souls
[6] 11,covid
[6] covid,deaths
[6] deaths,last
[6] last,24
[6] 24,hrs

Top Word Pairs in Tweet in G7:
[88] covid,19
[77] bulletin,#nagaland
[70] #togetherwecan,#nagalandagainstcovid19
[64] 19,bulletin
[64] #nagaland,status
[64] 2021,00
[64] 00,pm
[64] pm,#togetherwecan
[54] mygovnagaland,covid
[37] #nagalandagainstcovid19,#flattenthecur

Top Word Pairs in Tweet in G8:
[17] appreciation,health
[17] health,workers
[17] workers,tireless
[17] tireless,noble
[17] noble,work
[17] work,during
[17] during,difficult
[17] difficult,time
[17] time,almighty
[16] bassam_jaleei,appreciation

Top Word Pairs in Tweet in G9:
[13] more,details
[13] posters,video
[12] details,both
[12] both,posters
[11] hustler_wwh,insfired
[11] insfired,purpleproject7ðÿ
[11] purpleproject7ðÿ,more
[11] video,œ
[11] œ,help
[9] help,spreâ

Top Word Pairs in Tweet in G10:
[14] healthcare,workers
[14] workers,stay
[14] stay,home
[14] home,help
[14] help,stop
[14] stop,spread
[14] spread,#unite2fightcorona
[13] nhai_official,healthcare
[13] stay,stay
[12] #unite2fightcorona,#flattenthecurv

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lviehler
@amref_kenya
@mygovnagaland
@albertoemachado
@amref_worldwide
@m4ttmc87
@rachmat_indra
@yednetworkke
@flatearthorg
@patriciakombo

Top Mentioned in G1:
@lviehler
@jakobrohrhirsch
@la_giraphe

Top Mentioned in G2:
@egmontinstitute
@rajtom
@feskabul
@drtoothdentalmy
@flooringdirectx
@insidejoking

Top Mentioned in G3:
@amref_kenya
@albertoemachado
@amref_worldwide
@yednetworkke
@fede_254
@whoafro
@m4ttmc87
@patriciakombo
@moh_kenya
@royadhiambo

Top Mentioned in G4:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1

Top Mentioned in G5:
@rachmat_indra
@flatearthorg
@rainedoutrant
@odyseeteam
@robghogan
@obdmpod
@bigdumbpuddz
@langit_nyacerah
@disc_light
@spotify

Top Mentioned in G6:
@amnashath
@aishath_iyadh
@schamau
@ar_abbe
@vaadhoococo

Top Mentioned in G7:
@mygovnagaland
@dipr_nagaland
@statedisaster
@ddnewskohima
@airnews_kohima
@healthnagaland

Top Mentioned in G8:
@bassam_jaleei

Top Mentioned in G9:
@hustler_wwh
@purpleproject7
@babyjinnieeeeee
@inaaamrin1
@btsmy_army

Top Mentioned in G10:
@nhai_official

Top Tweeters
Top Tweeters in Entire Graph:
@baarahk
@ndtv
@johangreg
@viralvideovlogs
@reuters
@al_maldives
@ishagshafeeg
@db_bahn
@aajtak
@catherinemginn

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

Top Tweeters in G2:
@animalrescueus
@fabcojim
@bluser12
@boyackey_badmen
@cathyincanada
@mtubeman
@mohddez
@gotteswerk2411
@lachenbe
@circame2

Top Tweeters in G3:
@viralvideovlogs
@k3vk4
@john_mcguirk
@jayp__morgan
@larrykipz
@kasiitamark
@colloog
@___jhons
@who
@albertoemachado

Top Tweeters in G4:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@truthsayerodet1
@marikasboros
@un_women
@jeremyfarrar

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

Top Tweeters in G6:
@ishagshafeeg
@susanibrahim
@waddeyali
@03november1988
@amnashath
@reemadamibrahim
@nuhuttuveyne
@aishath_iyadh
@m0hameddidi
@shixnah

Top Tweeters in G7:
@caronaupdates
@praveenbejoy
@jusabhi
@sudarshantheva3
@dinesh4134053
@nagalandbot
@airnews_kohima
@vikramb12singh
@krs_deshsevak
@bjp4nagaland

Top Tweeters in G8:
@sharaff__
@boijaleel
@ahmediffan
@an5ore
@alisuzain
@jawaaz
@ismaelschurh
@muaviyakhaleel
@bassam_jaleei
@schard321

Top Tweeters in G9:
@jaye_msia
@qtaetaev
@btsmy_army
@zyfclon
@putriredvelvet
@lflutterby
@kaykifa
@purpleproject7
@pkhmin
@freyanadia_

Top Tweeters in G10:
@dgpkrish
@aniket_tarlekar
@kailash_phu
@kvs_teacher
@mohitsingh1911
@humoroussamar
@ashtaman5
@thedausa
@kavishraza14
@er_ani3


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