#FlattenTheCurve, Twitter, 6/23/2021 10:10:37 AM, 257532


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#FlattenTheCurve_2021-06-23_01-25-42.xlsx
#FlattenTheCurve_2021-06-23_01-25-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/35Q5ju4
@yednetworkke
@amref_kenya
@albertoemachado
@bag2bag_care
@viralvideovlogs
@radio_azureus
@b0tsci
@gina_alcera
@corona_tweet
@dwatchcentre

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

Description:
Description
The graph represents a network of 835 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 Wednesday, 23 June 2021 at 08:29 UTC.

The requested start date was Tuesday, 22 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, 59-minute period from Tuesday, 08 June 2021 at 00:21 UTC to Monday, 21 June 2021 at 23:21 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 : 835
Unique Edges : 439
Edges With Duplicates : 1740
Total Edges : 2179
Number of Edge Types : 5
Retweet : 473
MentionsInRetweet : 564
Mentions : 361
Tweet : 665
Replies to : 116
Self-Loops : 677
Reciprocated Vertex Pair Ratio : 0.0263888888888889
Reciprocated Edge Ratio : 0.0514208389715832
Connected Components : 222
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 123
Maximum Edges in a Connected Component : 481
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.170998
Graph Density : 0.00106118697856086
Modularity : 0.362785
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 835 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 Wednesday, 23 June 2021 at 08:29 UTC.

The requested start date was Tuesday, 22 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, 59-minute period from Tuesday, 08 June 2021 at 00:21 UTC to Monday, 21 June 2021 at 23:21 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.tfes.org/
[4] https://www.dwcug.org/
[4] https://www.instagram.com/accounts/login/
[3] https://scitechdaily.com/covid-19-mortality-associated-with-2-signs-that-are-easily-measured-at-home/
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256435
[3] https://www.coviz.org/e2b/2021-06-13/
[2] https://twitter.com/krishnanamrish/status/1406992129633648643
[2] https://scitechdaily.com/new-research-shows-alarming-risk-of-covid-19-from-aerosols-to-healthcare-workers/

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256435
[1] https://twitter.com/YEDNetworkKe/status/1402823687913488384
[1] https://twitter.com/WHOWPRO/status/1402226829994250240
[1] https://twitter.com/Amref_Kenya/status/1402535512527736834
[1] https://twitter.com/Amref_Kenya/status/1404322744196546567
[1] https://twitter.com/whowpro/status/1402226829994250240

Top URLs in Tweet in G2:
[4] https://www.instagram.com/accounts/login/
[2] https://www.wbconnections.com/covid-19/tnt-moh-covid-19-update-00749-2021-06-08-1600
[2] https://www.flooringdirectdfw.com/free-estimate
[2] https://www.easylivingfl.com/things-to-do-during-coronavirus-social-isolation/
[2] https://www.easylivingfl.com/wellness-check-aging-parents
[2] https://www.easylivingfl.com/mental-health-covid-19/
[1] https://twitter.com/politicsforali/status/1402023467571163140
[1] https://twitter.com/FNN_News/status/1402175033640771585
[1] https://animalrescuesociety.us/video/adorable-rescue-raccoon-remind-wash-hands/
[1] https://www.twitch.tv/nezuryu

Top URLs in Tweet in G3:
[53] https://bag2bag.in/

Top URLs in Tweet in G4:
[1] https://twitter.com/Sagan931/status/1406268844637835267?s=20

Top URLs in Tweet in G5:
[4] https://www.dwcug.org/
[3] https://scitechdaily.com/covid-19-mortality-associated-with-2-signs-that-are-easily-measured-at-home/
[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/1402769310314123265
[1] https://twitter.com/Radio_Azureus/status/1402759537640288259
[1] https://twitter.com/NumbZombieMom/status/1402760000817164288
[1] https://twitter.com/NumbZombieMom/status/1402760317046718465
[1] https://twitter.com/Radio_Azureus/status/1402771633874604033
[1] https://twitter.com/NumbZombieMom/status/1402378984776634369

Top URLs in Tweet in G6:
[1] https://twitter.com/HealthNagaland/status/1405152561053667330

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[985] flattenthecurve
[355] covid19
[155] staysafe
[149] wearamask
[144] covid_19
[140] washyourhands
[109] sarscov2
[107] togetherwecan
[105] pandemic
[101] stayhome



Top Hashtags in Tweet in G1:
[93] covid19
[66] angamizacorona
[20] flattenthecurve
[6] staysafe
[5] wearamask
[3] nodexl
[2] washyourhands
[2] physicaldistancing
[2] getvaccinated
[2] coronavirus

Top Hashtags in Tweet in G2:
[146] flattenthecurve
[42] covid19
[23] coronavirus
[20] washyourhands
[16] wearamask
[16] getvaccinated
[15] physicaldistancing
[14] socialdistance
[13] socialdistancing
[9] pandemic

Top Hashtags in Tweet in G3:
[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 G4:
[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 G5:
[177] flattenthecurve
[166] covid19
[128] covid_19
[108] sarscov2
[100] suriname
[99] communityspreading
[99] global
[98] maketheworldfreeofcovid19
[98] covidioten
[96] vaccinated

Top Hashtags in Tweet in G6:
[90] togetherwecan
[89] nagaland
[65] nagalandagainstcovid19
[41] flattenthecurve
[19] nagalandagainstcovid
[3] nagalandagainstacovid19

Top Hashtags in Tweet in G7:
[19] flattenthecurve

Top Hashtags in Tweet in G8:
[9] flattenthecurve
[9] ramaphosa
[5] covid_19
[3] alertlevel3
[1] drivehope

Top Hashtags in Tweet in G9:
[14] covid19fiji
[3] flattenthecurve
[2] teamfiji
[1] stayhome

Top Hashtags in Tweet in G10:
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[985] #flattenthecurve
[355] #covid19
[289] station
[169] train
[162] covid
[155] #staysafe
[149] #wearamask
[144] #covid_19
[140] #washyourhands
[140] next

Top Words in Tweet in G1:
[93] #covid19
[68] yednetworkke
[66] #angamizacorona
[59] emergence
[59] variants
[59] calls
[59] extra
[59] vigilance
[59] communities
[58] #flat

Top Words in Tweet in G2:
[146] #flattenthecurve
[42] #covid19
[28] home
[23] #coronavirus
[22] zwerenberg
[20] #washyourhands
[18] covid
[18] good
[16] #wearamask
[16] #getvaccinated

Top Words in Tweet in G3:
[59] rooms
[53] bag2bag
[53] #business
[53] #couples
[53] #sanitize
[53] #safestay
[53] #cleanliness
[53] #hygiene
[53] #wearamask
[53] #safetyfirst

Top Words in Tweet in G4:
[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 G5:
[177] #flattenthecurve
[166] #covid19
[128] #covid_19
[108] #sarscov2
[100] #suriname
[99] #communityspreading
[99] #global
[98] #maketheworldfreeofcovid19
[98] #covidioten
[96] #vaccinated

Top Words in Tweet in G6:
[91] covid
[91] bulletin
[91] june
[91] 2021
[90] #togetherwecan
[89] #nagaland
[87] 19
[87] status
[65] #nagalandagainstcovid19
[64] mygovnagaland

Top Words in Tweet in G7:
[19] vergesst
[19] wert
[19] die
[19] inzidenzen
[19] zwischen
[19] 20
[19] 200
[19] #flattenthecurve
[19] nächste
[19] lockdown

Top Words in Tweet in G8:
[17] president
[11] gp_commsafety
[9] covid
[9] 19
[9] #flattenthecurve
[9] #ramaphosa
[7] mask
[7] spaces
[6] infection
[6] rate

Top Words in Tweet in G9:
[15] covid19
[14] #covid19fiji
[13] pple
[13] facilities
[12] roshikadeo
[12] cases
[12] every1
[12] hospital
[12] rn
[12] health

Top Words in Tweet in G10:
[12] euseagull
[12] juliahb1
[12] purpose
[12] lockdown
[12] measures
[12] prevent
[12] infections
[12] hospital
[12] filled
[11] femi_sorry

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[134] covid,19
[132] next,stopping
[132] stopping,station
[115] station,next
[99] #communityspreading,#global
[98] #global,#maketheworldfreeofcovid19
[98] #maketheworldfreeofcovid19,#covidioten
[96] #sarscov2,#vaccinated
[96] #vaccinated,#suriname
[96] #suriname,#communityspreading

Top Word Pairs in Tweet in G1:
[59] emergence,#covid19
[59] #covid19,variants
[59] variants,calls
[59] calls,extra
[59] extra,vigilance
[59] vigilance,#angamizacorona
[59] #angamizacorona,communities
[58] yednetworkke,emergence
[58] communities,#flat
[12] important,note

Top Word Pairs in Tweet in G2:
[13] #flattenthecurve,#physicaldistancing
[13] #flattenthecurve,#wearamask
[13] #wearamask,#socialdistance
[13] #socialdistance,#washyourhands
[13] #washyourhands,#getvaccinated
[12] covid,19
[12] wanderung,zwerenberg
[12] zwerenberg,schwarzwald
[12] schwarzwald,#flattenthecurve
[12] good,morning

Top Word Pairs in Tweet in G3:
[53] #business,#couples
[53] #couples,#sanitize
[53] #sanitize,#safestay
[53] #safestay,#cleanliness
[53] #cleanliness,#hygiene
[53] #hygiene,#wearamask
[53] #safetyfirst,#flattenthecurve
[45] bag2bag,rooms
[39] #flattenthecurve,#hotel
[38] #wearamask,#socialdistancing

Top Word Pairs in Tweet in G4:
[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 G5:
[99] #communityspreading,#global
[98] #global,#maketheworldfreeofcovid19
[98] #maketheworldfreeofcovid19,#covidioten
[96] #sarscov2,#vaccinated
[96] #vaccinated,#suriname
[96] #suriname,#communityspreading
[96] #covidioten,#covididiots
[92] #covididiots,#staythefuckhome
[92] #staythefuckhome,#covid19
[92] #covid19,#covid2020

Top Word Pairs in Tweet in G6:
[91] june,2021
[87] covid,19
[84] bulletin,#nagaland
[82] #nagaland,status
[73] 19,bulletin
[65] #togetherwecan,#nagalandagainstcovid19
[60] 2021,00
[60] 00,pm
[60] pm,#togetherwecan
[50] mygovnagaland,covid

Top Word Pairs in Tweet in G7:
[19] vergesst,wert
[19] wert,die
[19] die,inzidenzen
[19] inzidenzen,zwischen
[19] zwischen,20
[19] 20,200
[19] 200,#flattenthecurve
[19] #flattenthecurve,nächste
[19] nächste,lockdown
[19] lockdown,'delta

Top Word Pairs in Tweet in G8:
[9] covid,19
[9] president,#ramaphosa
[6] 19,infection
[6] infection,rate
[6] rate,rise
[6] rise,president
[6] president,moved
[6] moved,alert
[6] alert,level
[6] level,lockdown

Top Word Pairs in Tweet in G9:
[12] #covid19fiji,cases
[12] cases,every1
[12] every1,hospital
[12] hospital,pple
[12] pple,covid19
[12] covid19,rn
[12] rn,health
[12] health,facilities
[12] facilities,12
[11] roshikadeo,#covid19fiji

Top Word Pairs in Tweet in G10:
[12] euseagull,juliahb1
[12] juliahb1,purpose
[12] purpose,lockdown
[12] lockdown,measures
[12] measures,prevent
[12] prevent,infections
[12] infections,hospital
[12] hospital,filled
[11] femi_sorry,euseagull
[11] filled,wi

Top Replied-To
Top Replied-To in Entire Graph:
@flyingdogtravel
@tripoto
@travelcuddly
@grnlakegirl
@travelnpack
@tourmyindiaa
@travchats
@adventureso
@journeyheroapp
@andreasprucha

Top Replied-To in G1:
@m4ttmc87

Top Replied-To in G3:
@tripoto
@flyingdogtravel
@travelcuddly
@journeyheroapp
@adventureso
@travchats
@tourmyindiaa
@travelnpack
@grnlakegirl
@2020adoreyou

Top Replied-To in G4:
@martinstumpp1
@rosenbusch_
@reitschuster
@tobiasmair29
@shomburg

Top Replied-To in G10:
@euseagull

Top Mentioned
Top Mentioned in Entire Graph:
@yednetworkke
@mygovnagaland
@amref_kenya
@healthnagaland
@dipr_nagaland
@statedisaster
@airnews_kohima
@ddnewskohima
@rachmat_indra
@vikingrohan

Top Mentioned in G1:
@yednetworkke
@amref_kenya
@amref_worldwide
@moh_kenya
@lviehler
@albertoemachado
@do_kinder
@youthactke
@chreadkenya
@whowpro

Top Mentioned in G2:
@easylivingfl
@jfdimaggio
@subyroy

Top Mentioned in G3:
@madhattersnyc
@winetraveleats
@suziday123
@sunworshiper20
@galswander
@live4sights
@_sundaysunsets_
@always5star
@nampapio
@ja2cook

Top Mentioned in G4:
@reitschuster
@asta_die
@rosenbusch_
@hansiit
@hannab2003
@rhabarbeer
@titanix18
@dr_demokratie
@_neededcitation
@shomburg

Top Mentioned in G5:
@dwatchcentre
@radio_azureus
@gina_alcera
@andrewomuge30
@dpicso7
@numbzombiemom
@packratt1
@isolationbot
@timpatalpostma
@mcbridesworld

Top Mentioned in G6:
@mygovnagaland
@healthnagaland
@dipr_nagaland
@statedisaster
@airnews_kohima
@ddnewskohima
@pibkohima

Top Mentioned in G7:
@vikingrohan

Top Mentioned in G8:
@gp_commsafety
@libertygroupsa
@cyrilramaphosa

Top Mentioned in G9:
@roshikadeo
@fijiangovt

Top Mentioned in G10:
@juliahb1
@femi_sorry
@euseagull

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@viralvideovlogs
@iveyjanette_207
@mysouthend
@skynews
@translink
@tumalwas
@djangobot_
@washingtonpost
@news1130

Top Tweeters in G1:
@larrykipz
@mashaaahtney
@kokwet_ke
@its_davie11
@wayneodera
@jaykiluu
@sesyline_ke
@halimbaya_
@albertoemachado
@ke_lewwi

Top Tweeters in G2:
@subyroy
@madlyodd
@animalrescueus
@sorenhave
@fabcojim
@miyuko_junsei
@aboleyngirl
@koelnnews
@chrisholme1983
@eu__timothy

Top Tweeters in G3:
@jackopj16
@suziday123
@sashaeats
@moqil
@roarloudtravel
@ja2cook
@always5star
@tangenghui
@sonjaswisslife
@travelnpack

Top Tweeters in G4:
@derspiegel
@rhabarbeer
@rove_we
@lupinien70
@volksverpetzer
@vvinqit
@martina__schalu
@olafgersemann
@derechtegrubert
@derpatr12918649

Top Tweeters in G5:
@viralvideovlogs
@opensource_orgs
@johnlaban256
@andrewomuge30
@nzeekirungi
@themountainlust
@timpatalpostma
@radio_azureus
@b0tsci
@corona_tweet

Top Tweeters in G6:
@squaire67_d
@vagsinghpurohit
@sudarshantheva3
@nagalandbot
@krs_deshsevak
@airnews_kohima
@mimi_achumi
@bjp4nagaland
@mygovnagaland
@ritakrocha

Top Tweeters in G7:
@connyro_bln
@hamburgerdeern4
@snowcrash729
@mephistomann
@ich_bins_jetzt
@hopaerik
@time94706926
@dirk_aus_hessen
@vikingrohan
@imperatormad

Top Tweeters in G8:
@zarcitizen
@napierpastor
@gp_commsafety
@bussaimathebula
@cyrilramaphosa
@ndazanaskosana
@libertygroupsa
@ltouchinglives
@last_pantsula
@mamanesabrina

Top Tweeters in G9:
@pushashark
@feellowmeaner72
@roshikadeo
@_noqulewa
@rokonadravu2
@fijiangovt
@irisluifj
@cmhc23
@manasa__lord
@bbyrobbfiji

Top Tweeters in G10:
@kevinpbreslin
@david96212152
@juliahb1
@vert_galant
@pityackerlee
@femi_sorry
@illuminatus
@stealinghoney
@iain1st
@calumoakes1


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