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#FlattenTheCurve_2021-06-21_01-51-45.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2TODSOS
@yednetworkke
@amref_kenya
@albertoemachado
@viralvideovlogs
@bag2bag_care
@amref_worldwide
@radio_azureus
@vvinqit
@lviehler
@coviz_org

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

Description:
Description
The graph represents a network of 776 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, 21 June 2021 at 08:53 UTC.

The requested start date was Monday, 21 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, 35-minute period from Monday, 07 June 2021 at 00:06 UTC to Sunday, 20 June 2021 at 11:41 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 : 776
Unique Edges : 425
Edges With Duplicates : 1583
Total Edges : 2008
Number of Edge Types : 5
Retweet : 420
MentionsInRetweet : 509
Tweet : 649
Replies to : 113
Mentions : 317
Self-Loops : 662
Reciprocated Vertex Pair Ratio : 0.0226928895612708
Reciprocated Edge Ratio : 0.0443786982248521
Connected Components : 221
Single-Vertex Connected Components : 88
Maximum Vertices in a Connected Component : 120
Maximum Edges in a Connected Component : 466
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.958988
Graph Density : 0.00112404389757233
Modularity : 0.364864
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 776 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, 21 June 2021 at 08:53 UTC.

The requested start date was Monday, 21 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, 35-minute period from Monday, 07 June 2021 at 00:06 UTC to Sunday, 20 June 2021 at 11:41 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:
[55] https://bag2bag.in/
[5] https://www.tfes.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.flooringdirectdfw.com/free-estimate
[3] https://www.coviz.org/e2b/2021-06-07/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256435
[3] https://www.coviz.org/e2b/2021-06-13/
[2] https://www.egmontinstitute.be/publications/
[2] https://www.egmontinstitute.be/topics/

Top URLs in Tweet in G1:
[4] https://www.instagram.com/accounts/login/
[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.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://www.peter-writeforme.com/
[1] https://twitter.com/politicsforali/status/1402023467571163140
[1] https://twitter.com/FNN_News/status/1402175033640771585
[1] https://twitter.com/mohfiji/status/1402191657152385038

Top URLs in Tweet in G2:
[1] https://twitter.com/YEDNetworkKe/status/1402823687913488384
[1] https://twitter.com/WHOWPRO/status/1402226829994250240
[1] https://twitter.com/MOH_Kenya/status/1401541449913712653
[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 G3:
[55] https://bag2bag.in/

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

Top URLs in Tweet in G5:
[3] https://scitechdaily.com/covid-19-mortality-associated-with-2-signs-that-are-easily-measured-at-home/
[3] https://www.coviz.org/e2b/2021-06-07/
[3] https://www.coviz.org/e2b/2021-06-13/
[2] https://scitechdaily.com/new-research-shows-alarming-risk-of-covid-19-from-aerosols-to-healthcare-workers/
[2] https://www.coviz.org/d1/2021-06-13/na
[1] https://twitter.com/Radio_Azureus/status/1402963779760144384
[1] https://twitter.com/Radio_Azureus/status/1401794259808931841
[1] https://twitter.com/Radio_Azureus/status/1401794261746651137
[1] https://twitter.com/Radio_Azureus/status/1401794263227285505
[1] https://twitter.com/Radio_Azureus/status/1401795592737677312

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

Top URLs in Tweet in G9:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256435

Top URLs in Tweet in G10:
[1] https://council22com.wordpress.com/faqs1/

Top Domains
Top Domains in Tweet in Entire Graph:
[157] twitter.com
[55] bag2bag.in
[23] coviz.org
[22] swarmapp.com
[15] google.com
[12] scitechdaily.com
[7] wordpress.com
[6] instagram.com
[6] easylivingfl.com
[5] tfes.org

Top Domains in Tweet in G1:
[22] swarmapp.com
[11] twitter.com
[6] instagram.com
[6] easylivingfl.com
[5] wordpress.com
[3] flooringdirectdfw.com
[3] mercerbradley.com
[2] wbconnections.com
[2] co.uk
[2] linkedin.com

Top Domains in Tweet in G2:
[6] twitter.com

Top Domains in Tweet in G3:
[55] bag2bag.in

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

Top Domains in Tweet in G5:
[95] twitter.com
[23] coviz.org
[12] scitechdaily.com
[11] google.com
[1] bing.com

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

Top Domains in Tweet in G9:
[3] nodexlgraphgallery.org

Top Domains in Tweet in G10:
[1] wordpress.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[924] flattenthecurve
[362] covid19
[158] wearamask
[156] staysafe
[142] washyourhands
[137] covid_19
[113] sarscov2
[110] pandemic
[106] suriname
[105] communityspreading



Top Hashtags in Tweet in G1:
[152] flattenthecurve
[42] covid19
[26] coronavirus
[20] washyourhands
[17] getvaccinated
[16] wearamask
[15] physicaldistancing
[14] socialdistancing
[14] socialdistance
[11] pandemic

Top Hashtags in Tweet in G2:
[90] covid19
[66] angamizacorona
[13] flattenthecurve
[6] wearamask
[5] staysafe
[4] getvaccinated
[3] washyourhands
[3] physicaldistancing
[2] oneworldprotected
[1] avoidcrowds

Top Hashtags in Tweet in G3:
[55] business
[54] couples
[54] sanitize
[54] safestay
[54] cleanliness
[54] hygiene
[54] wearamask
[54] safetyfirst
[54] flattenthecurve
[54] 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:
[194] covid19
[181] flattenthecurve
[121] covid_19
[113] sarscov2
[106] suriname
[105] communityspreading
[105] global
[104] maketheworldfreeofcovid19
[104] covidioten
[102] vaccinated

Top Hashtags in Tweet in G6:
[79] togetherwecan
[78] nagaland
[60] nagalandagainstcovid19
[34] flattenthecurve
[13] nagalandagainstcovid
[3] nagalandagainstacovid19

Top Hashtags in Tweet in G7:
[20] covid19fiji
[3] flattenthecurve
[2] teamfiji
[1] stayhome

Top Hashtags in Tweet in G8:
[1] flattenthecurve

Top Hashtags in Tweet in G9:
[10] flattenthecurve
[3] nodexl
[3] covid19
[1] wearamask
[1] staysafe
[1] coronavirus
[1] odishacares

Top Hashtags in Tweet in G10:
[1] illuminati
[1] council22
[1] faq
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[924] #flattenthecurve
[362] #covid19
[265] station
[158] #wearamask
[156] #staysafe
[154] covid
[154] train
[142] #washyourhands
[137] #covid_19
[129] 19

Top Words in Tweet in G1:
[152] #flattenthecurve
[42] #covid19
[31] home
[26] #coronavirus
[22] zwerenberg
[20] #washyourhands
[18] covid
[18] good
[17] #getvaccinated
[16] #wearamask

Top Words in Tweet in G2:
[90] #covid19
[68] yednetworkke
[66] #angamizacorona
[59] emergence
[59] variants
[59] calls
[59] extra
[59] vigilance
[59] communities
[58] #flat

Top Words in Tweet in G3:
[71] rooms
[55] bag2bag
[55] #business
[54] #couples
[54] #sanitize
[54] #safestay
[54] #cleanliness
[54] #hygiene
[54] #wearamask
[54] #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:
[194] #covid19
[181] #flattenthecurve
[121] #covid_19
[113] #sarscov2
[106] #suriname
[105] #communityspreading
[105] #global
[104] #maketheworldfreeofcovid19
[104] #covidioten
[102] #vaccinated

Top Words in Tweet in G6:
[82] covid
[80] bulletin
[80] june
[80] 2021
[79] #togetherwecan
[78] 19
[78] #nagaland
[76] status
[60] #nagalandagainstcovid19
[57] mygovnagaland

Top Words in Tweet in G7:
[21] covid19
[20] #covid19fiji
[18] roshikadeo
[13] pple
[13] facilities
[12] cases
[12] every1
[12] hospital
[12] rn
[12] health

Top Words in Tweet in G8:
[12] euseagull
[12] juliahb1
[12] purpose
[12] lockdown
[12] measures
[12] prevent
[12] infections
[12] hospital
[12] filled
[11] femi_sorry

Top Words in Tweet in G9:
[10] #flattenthecurve
[6] lviehler
[5] albertoemachado
[4] top
[4] wissen
[4] die
[4] zielmarke
[4] bundesweit
[4] 35
[4] lag

Top Words in Tweet in G10:
[4] questions
[2] initiates
[2] answers
[2] frequently
[2] asked
[2] c22worldwide
[2] thejustindi
[2] lexi1stlady

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[124] covid,19
[117] next,stopping
[117] stopping,station
[106] station,next
[105] #communityspreading,#global
[104] #global,#maketheworldfreeofcovid19
[104] #maketheworldfreeofcovid19,#covidioten
[102] #sarscov2,#vaccinated
[102] #vaccinated,#suriname
[102] #suriname,#communityspreading

Top Word Pairs in Tweet in G1:
[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 G2:
[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 G3:
[54] #business,#couples
[54] #couples,#sanitize
[54] #sanitize,#safestay
[54] #safestay,#cleanliness
[54] #cleanliness,#hygiene
[54] #hygiene,#wearamask
[54] #safetyfirst,#flattenthecurve
[47] bag2bag,rooms
[47] #wearamask,#socialdistancing
[31] #flattenthecurve,#hotel

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:
[105] #communityspreading,#global
[104] #global,#maketheworldfreeofcovid19
[104] #maketheworldfreeofcovid19,#covidioten
[102] #sarscov2,#vaccinated
[102] #vaccinated,#suriname
[102] #suriname,#communityspreading
[102] #covidioten,#covididiots
[98] #covididiots,#staythefuckhome
[98] #staythefuckhome,#covid19
[98] #covid19,#covid2020

Top Word Pairs in Tweet in G6:
[80] june,2021
[78] covid,19
[73] bulletin,#nagaland
[71] #nagaland,status
[64] 19,bulletin
[60] #togetherwecan,#nagalandagainstcovid19
[55] 2021,00
[55] 00,pm
[55] pm,#togetherwecan
[46] mygovnagaland,covid

Top Word Pairs in Tweet in G7:
[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 G8:
[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 Word Pairs in Tweet in G9:
[4] wissen,die
[4] die,zielmarke
[4] zielmarke,bundesweit
[4] bundesweit,35
[4] 35,lag
[4] lag,geglaubt
[4] geglaubt,#flattenthecurve
[3] congrats,top
[3] top,influencers
[3] influencers,#flattenthecurve

Top Word Pairs in Tweet in G10:
[2] initiates,questions
[2] questions,answers
[2] answers,frequently
[2] frequently,asked
[2] asked,questions
[2] questions,c22worldwide
[2] c22worldwide,thejustindi
[2] thejustindi,lexi1stlady

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

Top Replied-To in G3:
@tripoto
@flyingdogtravel
@travelcuddly
@travelnpack
@journeyheroapp
@adventureso
@travchats
@tourmyindiaa
@civicspod
@easeindiatravel

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

Top Replied-To in G8:
@euseagull

Top Replied-To in G9:
@m4ttmc87

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

Top Mentioned in G1:
@easylivingfl
@jfdimaggio
@subyroy

Top Mentioned in G2:
@yednetworkke
@amref_kenya
@amref_worldwide
@moh_kenya
@chreadkenya
@whowpro
@youthactke
@youthub_ke
@youthaliance006
@amrefmedical

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

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

Top Mentioned in G5:
@radio_azureus
@gina_alcera
@coviz_org
@dpicso7
@isolationbot
@numbzombiemom
@packratt1
@timpatalpostma
@countercovid19
@myheroistrane

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

Top Mentioned in G7:
@roshikadeo
@fijiangovt

Top Mentioned in G8:
@juliahb1
@femi_sorry
@euseagull

Top Mentioned in G9:
@lviehler
@albertoemachado
@do_kinder
@hfwodisha
@amref_kenya
@eventsinfluenc1
@amref_worldwide
@m4ttmc87
@viralvideovlogs
@andibabler

Top Mentioned in G10:
@c22worldwide
@thejustindi
@lexi1stlady
@nicholashastie
@bombshel
@bombshell_nik
@vybz01
@aby8417
@georgegbengaad1
@johnsonosayande

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@viralvideovlogs
@iveyjanette_207
@mysouthend
@stormhour
@skynews
@bernd471
@tumalwas
@thephotohour
@djangobot_

Top Tweeters in G1:
@subyroy
@madlyodd
@animalrescueus
@sorenhave
@fabcojim
@miyuko_junsei
@aboleyngirl
@koelnnews
@chrisholme1983
@eu__timothy

Top Tweeters in G2:
@larrykipz
@mashaaahtney
@its_davie11
@wayneodera
@jaykiluu
@sesyline_ke
@halimbaya_
@ke_lewwi
@wex_dw
@jabali__kina

Top Tweeters in G3:
@stormhour
@thephotohour
@studioira
@jackopj16
@suziday123
@sashaeats
@moqil
@roarloudtravel
@ja2cook
@always5star

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

Top Tweeters in G5:
@viralvideovlogs
@godfrey_g_
@corona_ssyt
@pyscalellc
@opensource_orgs
@themountainlust
@timpatalpostma
@radio_azureus
@b0tsci
@corona_tweet

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

Top Tweeters in G7:
@pushashark
@feellowmeaner72
@roshikadeo
@tailevulass
@_noqulewa
@rokonadravu2
@fijiangovt
@irisluifj
@paa_popo
@cmhc23

Top Tweeters in G8:
@kevinpbreslin
@david96212152
@juliahb1
@vert_galant
@pityackerlee
@femi_sorry
@illuminatus
@stealinghoney
@iain1st
@calumoakes1

Top Tweeters in G9:
@bernd471
@albertoemachado
@m4ttmc87
@do_kinder
@allybuttons
@hfwodisha
@tlist8
@eventsinfluenc1
@andibabler
@lviehler

Top Tweeters in G10:
@bombshell_nik
@nicholashastie
@aby8417
@lexi1stlady
@thejustindi
@vybz01
@isaiah_ndege
@johnsonosayande
@georgegbengaad1
@bombshel


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