#FlattenTheCurve, Twitter, 5/8/2021 10:38:45 PM, 254437


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#FlattenTheCurve_2021-05-08_03-08-29.xlsx
#FlattenTheCurve_2021-05-08_03-08-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 08, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3etGg5q
@albertoemachado
@yednetworkke
@john_mcguirk
@viralvideovlogs
@psampathkumarmd
@swansmirk
@sabdublindr
@andibabler
@amref_kenya
@tacats99

Top hashtags:
#flattenthecurve
#covid19
#angamizacorona
#wearamask

Description:
Description
The graph represents a network of 3,083 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, 08 May 2021 at 10:12 UTC.

The requested start date was Thursday, 06 May 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, 23-hour, 32-minute period from Thursday, 22 April 2021 at 00:27 UTC to Thursday, 06 May 2021 at 00:00 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 : 3083
Unique Edges : 1390
Edges With Duplicates : 6170
Total Edges : 7560
Number of Edge Types : 5
Mentions : 809
Replies to : 194
Tweet : 1435
Retweet : 2334
MentionsInRetweet : 2788
Self-Loops : 1471
Reciprocated Vertex Pair Ratio : 0.0083948959032908
Reciprocated Edge Ratio : 0.0166500166500167
Connected Components : 594
Single-Vertex Connected Components : 282
Maximum Vertices in a Connected Component : 942
Maximum Edges in a Connected Component : 2895
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.85765
Graph Density : 0.000316045181305533
Modularity : 0.415748
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,083 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, 08 May 2021 at 10:12 UTC.

The requested start date was Thursday, 06 May 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, 23-hour, 32-minute period from Thursday, 22 April 2021 at 00:27 UTC to Thursday, 06 May 2021 at 00:00 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:
[24] https://bag2bag.in/
[12] https://www.instagram.com/accounts/login/
[9] https://www.twitch.tv/nezuryu
[7] https://www.ft.com/content/418d7904-9e7b-47a6-b18a-a0606bf11170
[5] http://selfregistration.cowin.gov.in/
[4] https://www.radioafm.nl/
[4] https://twitter.com/KilezMore/status/1389488412013563909
[4] https://twitter.com/Amref_Kenya/status/1385484977052192770
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254139
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253805

Top URLs in Tweet in G1:
[11] https://www.instagram.com/accounts/login/
[3] https://spiegel.de/
[2] https://twitter.com/goairlinesindia/status/1385863072938565632
[2] https://robert-hans.pixels.com/
[2] https://www.flooringdirectdfw.com/free-estimate
[2] https://www.mercerbradley.com/services/
[2] https://twitter.com/Radio_Azureus/status/1386944049169453056
[1] https://twitter.com/tagesthemen/status/1384991952144412677
[1] https://twitter.com/Anncur1/status/1385049820293910531
[1] https://www.celebyte.com/

Top URLs in Tweet in G2:
[7] https://www.ft.com/content/418d7904-9e7b-47a6-b18a-a0606bf11170
[3] https://twitter.com/Amref_Kenya/status/1385484977052192770
[2] https://twitter.com/Amref_Kenya/status/1385484977052192770?s=19
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254139
[1] https://twitter.com/CHReaDKenya/status/1385215308437151747
[1] https://twitter.com/WHOAFRO/status/1384524430391529473
[1] https://twitter.com/WHOAFRO/status/1386680934653648896
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253672
[1] https://twitter.com/WHOAFRO/status/1388844498621542409
[1] https://twitter.com/Amref_Worldwide/status/1382559309175914500

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253960
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253630
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253805
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254139
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251316
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253280
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253466
[1] https://twitter.com/AlbertoEMachado/status/1386254730805096451
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253672
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253485

Top URLs in Tweet in G5:
[1] https://twitter.com/robinmonotti3/status/1388497106072125442
[1] https://twitter.com/gmb/status/1386937067138072577

Top URLs in Tweet in G7:
[5] http://selfregistration.cowin.gov.in/
[4] https://twitter.com/KilezMore/status/1389488412013563909
[2] https://www.ketto.org/fundraiser/mission-oxygen-helping-hospitals-to-save-lives

Top URLs in Tweet in G8:
[1] https://twitter.com/AlishaAkhani/status/1389274468803960834
[1] https://twitter.com/fijivillage/status/1386852597802299396
[1] https://twitter.com/fijiangovt/status/1385467353161371649

Top URLs in Tweet in G9:
[1] https://www.talenthouse.com/i/united-nations-global-call-out-to-creatives-help-stop-the-spread-of-covid-19
[1] https://twitter.com/airnewsalerts/status/1386546215865643011

Top URLs in Tweet in G10:
[24] https://bag2bag.in/

Top Domains
Top Domains in Tweet in Entire Graph:
[205] twitter.com
[34] coviz.org
[24] bag2bag.in
[23] nodexlgraphgallery.org
[19] youtube.com
[18] google.com
[15] swarmapp.com
[14] instagram.com
[11] scitechdaily.com
[9] twitch.tv

Top Domains in Tweet in G1:
[108] twitter.com
[15] swarmapp.com
[12] instagram.com
[5] blogspot.com
[4] mercerbradley.com
[3] google.com
[3] pursuite.com
[3] spiegel.de
[3] wordpress.com
[2] linkedin.com

Top Domains in Tweet in G2:
[14] twitter.com
[7] ft.com
[2] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[21] nodexlgraphgallery.org
[21] twitter.com
[1] facebook.com

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G7:
[5] gov.in
[4] twitter.com
[2] ketto.org

Top Domains in Tweet in G8:
[3] twitter.com

Top Domains in Tweet in G9:
[1] talenthouse.com
[1] twitter.com

Top Domains in Tweet in G10:
[24] bag2bag.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2505] flattenthecurve
[711] covid19
[353] angamizacorona
[284] wearamask
[261] washyourhands
[245] berailsmart
[158] coronavirus
[156] staysafe
[139] saulsville
[138] stayhome



Top Hashtags in Tweet in G1:
[462] flattenthecurve
[175] covid19
[90] staysafe
[76] washyourhands
[71] pandemic
[64] covid_19
[58] sarscov2
[58] staythefhome
[57] covididiots
[56] suriname

Top Hashtags in Tweet in G2:
[350] angamizacorona
[188] covid19
[134] flattenthecurve
[76] laborday2021
[63] getvaccinated
[61] astrazenaca
[32] staysafe
[24] healthworkers
[12] vaccineswork
[11] buildbackbetter

Top Hashtags in Tweet in G3:
[67] flattenthecurve
[23] wearamask
[21] covid19
[13] india
[12] washyourhands
[11] togetherwecan
[10] nodexl
[10] socialdistancing
[7] berailsmart
[5] pienaarspoort

Top Hashtags in Tweet in G4:
[79] flattenthecurve
[2] bundesnotluege
[2] flattenthebrain
[1] bürgerrechte
[1] allesdichtmachen
[1] grundrecht
[1] impfpflicht
[1] killemall

Top Hashtags in Tweet in G5:
[7] covid19
[7] lockdown
[5] flattenthecurve
[2] holdfirm
[2] wearamask
[2] savelives
[2] stayhome
[1] icubed
[1] for3weeks

Top Hashtags in Tweet in G6:
[1] flattenthecurve

Top Hashtags in Tweet in G7:
[93] flattenthecurve
[76] lockdown
[76] twomasks
[76] analswab
[76] dystopiandream
[9] stayhomestaysafe
[7] platformthekmu
[2] covid19indiahelp
[1] goodtimes
[1] missionoxygen

Top Hashtags in Tweet in G8:
[114] flattenthecurve
[75] teamfiji
[45] togetherwecan
[21] stayinghomesaveslives
[16] covid19
[11] maskupfiji
[7] stayhome
[4] covid19fiji
[3] tiliva
[3] bua

Top Hashtags in Tweet in G9:
[13] flattenthecurve
[4] covid19
[4] turkey
[3] stopthespread
[2] india
[2] lockdown
[2] coronavirus
[2] socialdistancing
[2] antalyamuseum
[2] advicefromartifacts

Top Hashtags in Tweet in G10:
[24] cleanliness
[24] hygiene
[24] socialdistancing
[24] flattenthecurve
[23] sanitize
[23] safestay
[23] wearamask
[23] hotel
[23] safetyfirst
[13] business

Top Words
Top Words in Tweet in Entire Graph:
[2505] #flattenthecurve
[995] station
[711] #covid19
[578] train
[435] stopping
[396] next
[382] yednetworkke
[353] #angamizacorona
[308] die
[295] science

Top Words in Tweet in G1:
[462] #flattenthecurve
[175] #covid19
[90] #staysafe
[76] #washyourhands
[71] #pandemic
[64] #covid_19
[58] #sarscov2
[58] #staythefhome
[57] #covididiots
[56] #suriname

Top Words in Tweet in G2:
[367] yednetworkke
[350] #angamizacorona
[188] #covid19
[141] #
[134] #flattenthecurve
[130] communities
[125] keep
[123] variants
[123] emerging
[123] thus

Top Words in Tweet in G3:
[130] andibabler
[128] weitere
[128] die
[127] freiluftklassen
[127] betrieb
[127] nachdem
[127] bereits
[127] jahr
[127] freiluftklasse
[127] eröffneten

Top Words in Tweet in G4:
[100] habe
[100] jahr
[100] lang
[100] penibel
[100] darauf
[100] geachtet
[100] infizieren
[100] quasi
[100] meinen
[100] solidarischen

Top Words in Tweet in G5:
[286] science
[143] years
[143] come
[143] children
[143] ask
[143] shall
[143] proudly
[143] tell
[143] revealed
[142] john_mcguirk

Top Words in Tweet in G6:
[145] appeal
[145] people
[145] india
[145] don
[145] wait
[145] government
[145] issue
[145] lockdown
[145] take
[145] action

Top Words in Tweet in G7:
[93] #flattenthecurve
[76] remember
[76] two
[76] weeks
[76] flatten
[76] curve
[76] pandata19
[76] #lockdown
[76] #twomasks
[76] #analswab

Top Words in Tweet in G8:
[114] #flattenthecurve
[75] #teamfiji
[54] wear
[48] pseudofijian
[45] #togetherwecan
[43] dr
[43] fong
[35] health
[34] totally
[34] agree

Top Words in Tweet in G9:
[60] psa
[60] unit
[31] iitb
[30] tce
[30] developed
[30] method
[30] convert
[30] nitrogen
[30] oxygen
[30] 48hrs

Top Words in Tweet in G10:
[31] rooms
[24] #cleanliness
[24] #hygiene
[24] #socialdistancing
[24] #flattenthecurve
[23] bag2bag
[23] sanitized
[23] #sanitize
[23] #safestay
[23] #wearamask

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[431] stopping,station
[381] next,stopping
[317] station,next
[148] appeal,people
[148] people,india
[148] india,don
[148] don,wait
[148] wait,government
[148] government,issue
[148] issue,lockdown

Top Word Pairs in Tweet in G1:
[57] #pandemic,#flattenthecurve
[57] #flattenthecurve,#covid_19
[56] #sarscov2,#suriname
[56] #suriname,#communityspreading
[56] #communityspreading,#global
[56] #global,#maketheworldfreeofcovid19
[56] #maketheworldfreeofcovid19,#covidioten
[56] #covidioten,#covididiots
[56] #covididiots,#staythefuckhome
[56] #staythefuckhome,#covid19

Top Word Pairs in Tweet in G2:
[123] #covid19,variants
[123] variants,keep
[123] keep,emerging
[123] emerging,thus
[123] thus,calling
[123] calling,extra
[123] extra,vigilance
[123] vigilance,#angamizacorona
[123] #angamizacorona,communities
[121] yednetworkke,#covid19

Top Word Pairs in Tweet in G3:
[127] weitere,freiluftklassen
[127] freiluftklassen,betrieb
[127] betrieb,nachdem
[127] nachdem,bereits
[127] bereits,jahr
[127] jahr,die
[127] die,freiluftklasse
[127] freiluftklasse,eröffneten
[126] andibabler,weitere
[126] eröffneten,noc

Top Word Pairs in Tweet in G4:
[100] habe,jahr
[100] jahr,lang
[100] lang,penibel
[100] penibel,darauf
[100] darauf,geachtet
[100] geachtet,infizieren
[100] infizieren,quasi
[100] quasi,meinen
[100] meinen,solidarischen
[100] solidarischen,beitrag

Top Word Pairs in Tweet in G5:
[143] years,come
[143] come,children
[143] children,ask
[143] ask,science
[143] science,shall
[143] shall,proudly
[143] proudly,tell
[143] tell,science
[143] science,revealed
[142] john_mcguirk,years

Top Word Pairs in Tweet in G6:
[145] appeal,people
[145] people,india
[145] india,don
[145] don,wait
[145] wait,government
[145] government,issue
[145] issue,lockdown
[145] lockdown,take
[145] take,action
[144] psampathkumarmd,appeal

Top Word Pairs in Tweet in G7:
[76] remember,two
[76] two,weeks
[76] weeks,flatten
[76] flatten,curve
[76] curve,#flattenthecurve
[76] #flattenthecurve,pandata19
[76] pandata19,#lockdown
[76] #lockdown,#twomasks
[76] #twomasks,#analswab
[76] #analswab,#dystopiandream

Top Word Pairs in Tweet in G8:
[61] #flattenthecurve,#teamfiji
[43] dr,fong
[34] totally,agree
[34] agree,dr
[34] fong,#flattenthecurve
[34] #flattenthecurve,health
[34] health,care
[34] care,workers
[34] workers,drop
[33] pseudofijian,totally

Top Word Pairs in Tweet in G9:
[30] iitb,tce
[30] tce,developed
[30] developed,method
[30] method,convert
[30] convert,psa
[30] psa,nitrogen
[30] nitrogen,unit
[30] unit,psa
[30] psa,oxygen
[30] oxygen,unit

Top Word Pairs in Tweet in G10:
[23] bag2bag,rooms
[23] #sanitize,#safestay
[23] #safestay,#cleanliness
[23] #cleanliness,#hygiene
[23] #hygiene,#wearamask
[23] #wearamask,#socialdistancing
[23] #socialdistancing,#hotel
[23] #hotel,#safetyfirst
[23] #safetyfirst,#flattenthecurve
[18] sanitized,stay

Top Replied-To
Top Replied-To in Entire Graph:
@journeyheroapp
@yednetworkke
@tatatrusts
@galswander
@travelcuddly
@jkenney
@ushaplay
@amref_kenya
@daedalic
@oregonian

Top Replied-To in G2:
@yednetworkke
@amref_kenya

Top Replied-To in G3:
@a_rosenfelder
@drumheadberlin
@marta70928744
@karl_lauterbach
@ndtv
@k3vk4

Top Replied-To in G4:
@lovis_lex
@georgrestle
@oktaytr57
@marcus05911286

Top Replied-To in G9:
@narendramodi
@mygovindia
@bsybjp

Top Replied-To in G10:
@journeyheroapp
@galswander
@travelcuddly
@chalkcheese111
@tourmyindiaa
@nungshitashi
@royalsother
@luxurytravel
@juleshalvy
@curiousdg

Top Mentioned
Top Mentioned in Entire Graph:
@yednetworkke
@psampathkumarmd
@john_mcguirk
@andibabler
@amref_kenya
@sanewski
@moh_kenya
@pandata19
@natemaingard
@jane_banane__

Top Mentioned in G1:
@gerritrentier
@kolseb
@ken_sugar
@thatduanepol
@flooringdirectx
@lauren_mackay

Top Mentioned in G2:
@yednetworkke
@amref_kenya
@moh_kenya
@amref_worldwide
@whoafro
@youth
@weks_note
@gladwell_njagi
@_sircollins
@africacdc

Top Mentioned in G3:
@andibabler
@peter_simone
@albertoemachado
@yednetworkke
@amref_kenya
@killoyle
@ckemfert
@nataliegrams
@gtlem
@ndtv

Top Mentioned in G4:
@sanewski
@jane_banane__
@markus_soeder
@_seiwachsam
@oktaytr57
@marcus05911286

Top Mentioned in G5:
@john_mcguirk
@ridakmirza
@m4ttmc87

Top Mentioned in G6:
@psampathkumarmd

Top Mentioned in G7:
@pandata19
@natemaingard
@rsvpmovies
@systemanalysen
@dafeid
@nuzu8121

Top Mentioned in G8:
@pseudofijian
@roshikadeo
@otb_fiji
@miafilohivalu
@jp_007_fj

Top Mentioned in G9:
@ecell_iitb
@who
@mohfw_india
@pmoindia
@un
@drharshvardhan
@talenthouse
@ani
@narendramodi
@turkishmuseums

Top Mentioned in G10:
@roarloudtravel
@madhattersnyc
@galswander
@donnadeau
@tspadventure
@thisbigwildwrld
@wattwherehow
@naturetechfam
@berkeleysqb
@tthrash

Top Tweeters
Top Tweeters in Entire Graph:
@k1a1zzz
@baarahk
@chrisbrey1
@nilimajumder
@magicdmw
@ndtv
@lyndae222
@johangreg
@viralvideovlogs
@chriskirouac

Top Tweeters in G1:
@ken_sugar
@znanjiani
@jseattle
@kworantine
@colorblindk1d
@thatduanepol
@dondanial20
@gerritrentier
@fabcojim
@hafizisabel

Top Tweeters in G2:
@viralvideovlogs
@ft
@elee_global
@magic2girl
@adrian_seereal
@larrykipz
@bradjrr
@dennajeal
@kasiitamark
@iammukui

Top Tweeters in G3:
@ndtv
@net2ayurveda
@bild
@cnn
@euphoriceuler
@bbcworld
@k3vk4
@npr
@anchvie
@bdutt

Top Tweeters in G4:
@bernd471
@gil00006
@m_aus_s
@drthomasbruns
@wattwurm13
@connyro_bln
@latraviatamari
@holgerscherer
@valandir
@brennstoff

Top Tweeters in G5:
@magicdmw
@lyndae222
@beank511
@maegan_laporte
@disparatepost
@g_ozzy
@sherryclayton53
@globalsugarwar
@gordbolton
@declanburke2

Top Tweeters in G6:
@deepvard
@bassaces1
@danielleduches
@hazydav
@arctic__char
@adiwriter
@raana_234
@trueindian1506
@charusavala
@sdinpraxis

Top Tweeters in G7:
@baarahk
@illathhassan
@spasskultur
@cristobalcart3s
@joolyn
@bernadettentf
@markcatlin4
@wheresmybook
@oluogundele
@bartleboy

Top Tweeters in G8:
@pettypete2
@noelenen
@pepecorrs
@lagiseru
@the_psammite
@lizanotsokoshy
@marylocks92
@fkrfn7
@jaciatel
@msfridaynites

Top Tweeters in G9:
@ani
@zeenews
@un
@who
@mohfw_india
@vincentrk
@talenthouse
@drharshvardhan
@iddocadi
@mygovindia

Top Tweeters in G10:
@luxurytravel
@nomadicbrits
@roarloudtravel
@karadidomizio
@tangenghui
@sonjaswisslife
@donnadeau
@jetsettersflyin
@naturetechfam
@visitflorida


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