#FlattenTheCurve, Twitter, 6/14/2021 6:43:31 PM, 256893


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#FlattenTheCurve_2021-06-14_01-51-45.xlsx
#FlattenTheCurve_2021-06-14_01-51-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 14, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3pRh7FP
@lviehler
@albertoemachado
@amref_kenya
@yednetworkke
@do_kinder
@amref_worldwide
@andibabler
@viralvideovlogs
@nciperle
@patriciakombo

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

Description:
Description
The graph represents a network of 1,101 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 Monday, 14 June 2021 at 08:53 UTC.

The requested start date was Monday, 14 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, 12-hour, 5-minute period from Monday, 31 May 2021 at 00:15 UTC to Sunday, 13 June 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 : 1101
Unique Edges : 495
Edges With Duplicates : 2271
Total Edges : 2766
Number of Edge Types : 5
Replies to : 78
Mentions : 424
Retweet : 677
MentionsInRetweet : 746
Tweet : 841
Self-Loops : 856
Reciprocated Vertex Pair Ratio : 0.0172043010752688
Reciprocated Edge Ratio : 0.0338266384778013
Connected Components : 262
Single-Vertex Connected Components : 116
Maximum Vertices in a Connected Component : 363
Maximum Edges in a Connected Component : 1032
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.535911
Graph Density : 0.0007811080835604
Modularity : 0.36248
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,101 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 Monday, 14 June 2021 at 08:53 UTC.

The requested start date was Monday, 14 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, 12-hour, 5-minute period from Monday, 31 May 2021 at 00:15 UTC to Sunday, 13 June 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:
[31] https://www.tfes.org/
[24] https://bag2bag.in/
[6] https://www.twitch.tv/nezuryu
[5] https://docs.google.com/forms/d/e/1FAIpQLScrBryI1QtuX3vMQEI5zEWtk8frsONtqHfBHStG3LQQE6VwMg/viewform?usp=send_form
[4] https://www.instagram.com/accounts/login/
[3] https://www.coviz.org/e2b/2021-06-13/
[3] https://www.flooringdirectdfw.com/free-estimate
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://www.coviz.org/e2b/2021-06-07/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255951

Top URLs in Tweet in G2:
[4] https://www.instagram.com/accounts/login/
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://www.flooringdirectdfw.com/free-estimate
[2] https://www.wbconnections.com/covid-19/tnt-moh-covid-19-update-00749-2021-06-08-1600
[2] https://www.wbconnections.com/covid-19/tnt-moh-covid-19-update-00747-2021-06-06-1600
[2] https://www.easylivingfl.com/mental-health-covid-19/
[2] https://www.easylivingfl.com/wellness-check-aging-parents
[2] https://twitter.com/tokki_kitaq/status/1403683292038131712
[2] https://www.egmontinstitute.be/publications/
[2] https://www.egmontinstitute.be/topics/

Top URLs in Tweet in G3:
[3] https://www.coviz.org/e2b/2021-06-13/
[3] https://www.coviz.org/e2b/2021-06-07/
[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/
[2] https://www.coviz.org/d1/2021-06-13/na
[2] https://www.coviz.org/e2b/2021-06-01/
[2] https://www.coviz.org/d1/2021-06-05/sr
[2] https://twitter.com/sputnikvaccine/status/1399310660891299846?s=20

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:
[216] twitter.com
[31] tfes.org
[26] swarmapp.com
[25] coviz.org
[24] bag2bag.in
[19] google.com
[12] scitechdaily.com
[10] wordpress.com
[8] youtube.com
[8] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[41] twitter.com
[26] swarmapp.com
[4] youtube.com
[4] wbconnections.com
[4] easylivingfl.com
[4] instagram.com
[4] egmontinstitute.be
[3] mercerbradley.com
[3] flooringdirectdfw.com
[2] facebook.com

Top Domains in Tweet in G3:
[152] twitter.com
[25] coviz.org
[8] nodexlgraphgallery.org
[3] medium.com
[3] amref.org
[2] reuters.com
[1] starnieuws.com
[1] vanityfair.com
[1] jamiemetzl.com
[1] biorxiv.org

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:
[1314] flattenthecurve
[454] covid19
[218] wearamask
[207] staysafe
[196] washyourhands
[185] covid_19
[179] pandemic
[170] sarscov2
[162] staythefuckhome
[161] suriname



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

Top Hashtags in Tweet in G2:
[196] flattenthecurve
[40] covid19
[36] stayhome
[31] staysafe
[20] coronavirus
[18] washyourhands
[17] physicaldistancing
[16] wearamask
[16] getvaccinated
[14] beatcovid19

Top Hashtags in Tweet in G3:
[264] covid19
[248] flattenthecurve
[161] suriname
[160] sarscov2
[160] communityspreading
[160] global
[160] maketheworldfreeofcovid19
[160] covidioten
[160] staysafe
[159] 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:
[99] flattenthecurve
[97] flatearth
[64] bumidatar
[58] 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:
[4] flattenthecurve

Top Hashtags in Tweet in G9:
[69] nagaland
[63] togetherwecan
[60] nagalandagainstcovid19
[17] 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:
[1312] #flattenthecurve
[454] #covid19
[430] station
[246] train
[218] #wearamask
[210] next
[209] die
[207] #staysafe
[205] stopping
[196] #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:
[196] #flattenthecurve
[40] #covid19
[36] #stayhome
[31] #staysafe
[28] àµ
[24] home
[23] covid
[22] zwerenberg
[20] #coronavirus
[18] #washyourhands

Top Words in Tweet in G3:
[264] #covid19
[248] #flattenthecurve
[161] #suriname
[160] #sarscov2
[160] #communityspreading
[160] #global
[160] #maketheworldfreeofcovid19
[160] #covidioten
[160] #staysafe
[159] #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:
[99] #flattenthecurve
[97] #flatearth
[64] #bumidatar
[58] #flatearthsociety
[48] earth
[47] research
[45] 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:
[5] shomburg
[4] #flattenthecurve
[3] tobiasmair29
[3] asta_die
[3] hansiit
[3] titanix18
[3] dr_demokratie
[3] _neededcitation
[3] jede
[2] rosenbusch_

Top Words in Tweet in G9:
[74] covid
[72] 19
[69] bulletin
[69] #nagaland
[66] june
[65] 2021
[63] #togetherwecan
[61] status
[60] #nagalandagainstcovid19
[56] 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:
[20] #stayhome,#staysafe
[19] #staysafe,#flattenthecurve
[19] àµ,àµ
[13] #flattenthecurve,#wearamask
[13] #flattenthecurve,#beatcovid19
[12] covid,19
[12] #flattenthecurve,#physicaldistancing
[12] #wearamask,#socialdistance
[12] #socialdistance,#washyourhands
[12] #washyourhands,#getvaccinated

Top Word Pairs in Tweet in G3:
[160] #communityspreading,#global
[160] #global,#maketheworldfreeofcovid19
[160] #maketheworldfreeofcovid19,#covidioten
[159] #suriname,#communityspreading
[158] #covidioten,#covididiots
[155] #covididiots,#staythefuckhome
[155] #staythefuckhome,#covid19
[155] #covid19,#covid2020
[155] #covid2020,#staythefhome
[155] #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:
[45] research,globe
[45] globe,earth
[45] #flatearthsociety,#flattenthecurve
[36] earth,#bumidatar
[31] good,morning
[31] morning,#flatearth
[31] #pride,#flatearthsociety
[30] flatearthorg,good
[29] #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] tobiasmair29,asta_die
[2] asta_die,rosenbusch_
[2] rosenbusch_,hansiit
[2] hansiit,hannab2003
[2] hannab2003,rhabarbeer
[2] rhabarbeer,titanix18
[2] titanix18,dr_demokratie
[2] dr_demokratie,_neededcitation
[2] derpatr12918649,fswriter
[2] fswriter,bundescancler_

Top Word Pairs in Tweet in G9:
[72] covid,19
[69] bulletin,#nagaland
[62] june,2021
[60] #togetherwecan,#nagalandagainstcovid19
[56] 19,bulletin
[56] #nagaland,status
[56] 2021,00
[56] 00,pm
[56] pm,#togetherwecan
[46] 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:
@m4ttmc87
@annescottlin
@mschfr
@numbzombiemom
@tobiasmair29
@melolontha12
@klausamend
@vinoblancho
@independent
@shomburg

Top Replied-To in G1:
@lviehler

Top Replied-To in G3:
@m4ttmc87
@numbzombiemom

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:
@tobiasmair29
@klausamend
@melolontha12
@shomburg

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

Top Mentioned in G1:
@lviehler

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

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

Top Mentioned in G4:
@yednetworkke
@amref_kenya
@moh_kenya

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

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
@asta_die
@hansiit
@titanix18
@dr_demokratie
@_neededcitation
@tobiasmair29
@rosenbusch_
@hannab2003
@rhabarbeer

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:
@independent
@viralvideovlogs
@reuters
@mysouthend
@db_bahn
@stormhour
@catherinemginn
@skynews
@fabriciosx
@bernd471

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

Top Tweeters in G2:
@animalrescueus
@fabcojim
@boyackey_badmen
@aboleyngirl
@mtubeman
@lachenbe
@chrisholme1983
@eu__timothy
@circame2
@lonelybob

Top Tweeters in G3:
@viralvideovlogs
@fabriciosx
@godfrey_g_
@corona_ssyt
@pyscalellc
@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
@rhabarbeer
@lupinien70
@stefan_lg
@volksverpetzer
@vvinqit
@martina__schalu
@olafgersemann
@derechtegrubert
@derpatr12918649

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