#FlattenTheCurve, Twitter, 6/4/2020 10:00:19 PM, 228788


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#FlattenTheCurve_2020-06-04_02-27-10.xlsx
#FlattenTheCurve_2020-06-04_02-27-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 04, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3eTzSBA
@gretathunberg
@docassar
@thatonequeen
@who
@cci_network
@cricketaakash
@realdonaldtrump
@r2kcampaign
@gp_commsafety
@vm_africa

Top hashtags:
#flattenthecurve
#covid19
#socialdistancing
#coronavirus
#stayathome

Description:
Description
The graph represents a network of 4,929 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 Thursday, 04 June 2020 at 09:28 UTC.

The requested start date was Thursday, 04 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 4-day, 12-hour, 8-minute period from Saturday, 30 May 2020 at 00:05 UTC to Wednesday, 03 June 2020 at 12:14 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 : 4929
Unique Edges : 2714
Edges With Duplicates : 7362
Total Edges : 10076
Number of Edge Types : 5
Tweet : 1720
MentionsInRetweet : 3694
Replies to : 288
Retweet : 2919
Mentions : 1455
Self-Loops : 1796
Reciprocated Vertex Pair Ratio : 0.0117490578585679
Reciprocated Edge Ratio : 0.0232252410166521
Connected Components : 1298
Single-Vertex Connected Components : 623
Maximum Vertices in a Connected Component : 698
Maximum Edges in a Connected Component : 1894
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.903155
Graph Density : 0.00018789538722588
Modularity : 0.494293
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,929 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 Thursday, 04 June 2020 at 09:28 UTC.

The requested start date was Thursday, 04 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 4-day, 12-hour, 8-minute period from Saturday, 30 May 2020 at 00:05 UTC to Wednesday, 03 June 2020 at 12:14 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:
[68] http://hotpagenews.com
[40] https://www.youtube.com/watch?v=_sbc0_PGRuA&feature=youtu.be

[20] https://www.finddx.org/covid-19/test-tracker/
[15] https://www.twitch.tv/boehser__onkel
[14] https://www.youtube.com/watch?v=f06cnD5ESn8&feature=youtu.be

[11] http://www.insta-policy.com
[10] https://medium.com/p/2feb7fcf805a?source=twitterShare-cc2084938c36-1590821417&_branch_match_id=link-795169534227493894
[9] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[8] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[8] http://smartdissent.com/article/trumps-trade-policy-harming-us-fight-against-covid-19

Top URLs in Tweet in G1:
[9] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[8] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[5] https://www.carryonwithkids.com/shop
[5] https://www.worldometers.info/coronavirus/country/us/
[5] https://www.linkedin.com/slink?code=eNxRKsY
[4] https://streamlabs.com/doggerry/p/home/
[4] https://afluencer.com/
[3] http://mystylespot.net/psychologists-to-public-heres-how-to-stop-touching-your-face-flattenthecurve/
[2] https://www.readkaitlynk.com/book-and-e-book-preparation/
[2] http://www.egmontinstitute.be/publications/

Top URLs in Tweet in G3:
[3] https://twitter.com/GretaThunberg/status/1266339038082084865
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228675
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228536
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228573

Top URLs in Tweet in G4:
[1] https://twitter.com/svbadri/status/1267267504356851712

Top URLs in Tweet in G5:
[40] https://www.youtube.com/watch?v=_sbc0_PGRuA&feature=youtu.be

[5] https://www.facebook.com/volunteerministersinafrica/videos/556299295076547/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228675
[1] https://www.scientology.org/staywell/
[1] https://www-iol-co-za.cdn.ampproject.org/v/s/www.iol.co.za/amp/news/opinion/dlamini-zumas-term-cant-end-soon-enough-2048731?usqp=mq331AQFKAGwASA%3D&_js_v=0.1

Top URLs in Tweet in G6:
[20] https://www.finddx.org/covid-19/test-tracker/

Top URLs in Tweet in G7:
[2] https://twitter.com/mohapuae/status/1267784932673323008
[1] https://twitter.com/GloWorld/status/1268096069000482816
[1] https://twitter.com/NNPrezNez/status/1268042058566004738
[1] https://twitter.com/MinofHealthUG/status/1262353367269064704
[1] https://twitter.com/MoH_Somalia/status/1267830205311115265
[1] https://twitter.com/FCN2go/status/1266539318258151425
[1] https://twitter.com/abcmelbourne/status/1266539084308049922
[1] https://twitter.com/TIME/status/1266532020416634881
[1] https://twitter.com/T_Inglesby/status/1266499546198224897
[1] https://twitter.com/MicrobesInfect/status/1266543314662092805

Top URLs in Tweet in G8:
[1] https://data-montcopa.opendata.arcgis.com/pages/covid-19
[1] https://twitter.com/MontcoPA/status/1249053401385746432

Top URLs in Tweet in G10:
[1] https://twitter.com/TAKEALOT/status/1267365120067371008

Top Domains
Top Domains in Tweet in Entire Graph:
[270] twitter.com
[136] hotpagenews.com
[97] youtube.com
[81] instagram.com
[22] linkedin.com
[21] twitch.tv
[20] finddx.org
[18] facebook.com
[11] canada.ca
[11] arcgis.com

Top Domains in Tweet in G1:
[76] twitter.com
[65] instagram.com
[19] linkedin.com
[13] youtube.com
[9] arcgis.com
[8] flooringdirecttexas.com
[6] facebook.com
[5] carryonwithkids.com
[5] worldometers.info
[4] streamlabs.com

Top Domains in Tweet in G3:
[3] nodexlgraphgallery.org
[3] twitter.com

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

Top Domains in Tweet in G5:
[40] youtube.com
[5] facebook.com
[1] nodexlgraphgallery.org
[1] scientology.org
[1] ampproject.org

Top Domains in Tweet in G6:
[20] finddx.org

Top Domains in Tweet in G7:
[44] twitter.com

Top Domains in Tweet in G8:
[1] arcgis.com
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3884] flattenthecurve
[1066] covid19
[480] socialdistancing
[385] coronavirus
[378] stayathome
[317] stayhome
[255] climatestrikeonline
[253] fridaysforfuture
[247] schoolstrike4climate
[220] staysafe



Top Hashtags in Tweet in G1:
[923] flattenthecurve
[232] covid19
[224] socialdistancing
[143] quarantine
[122] wehealasone
[120] love
[120] friends
[120] smile
[119] selfie
[119] zumba

Top Hashtags in Tweet in G2:
[376] flattenthecurve

Top Hashtags in Tweet in G3:
[253] climatestrikeonline
[253] flattenthecurve
[252] fridaysforfuture
[250] stayathome
[246] schoolstrike4climate
[3] covid19
[2] coronavirus

Top Hashtags in Tweet in G4:
[51] covid__19
[29] flattenthecurve
[27] covidー19

Top Hashtags in Tweet in G5:
[119] flattenthecurve
[95] covid19
[90] vmafrica
[62] gautengcares
[24] rsaf
[16] backthefrontline
[3] covid_19
[3] covid19insa
[2] sanitizingtaxis
[2] staysafe

Top Hashtags in Tweet in G6:
[144] ncyt
[139] primerdesignltd
[110] covid
[99] flattenthecurve
[46] heretohelp
[4] primerdesignltds
[2] inthistogether
[1] novacytgroup

Top Hashtags in Tweet in G7:
[59] flattenthecurve
[45] stayhome
[45] socialdistancing
[45] physicaldistancing
[7] covid19nigeria
[5] covid19
[4] georgefloydprotests
[4] nigerianews
[4] ekiti
[4] governor

Top Hashtags in Tweet in G8:
[48] mask
[13] dyk
[3] covid19
[3] flattenthecurve
[1] kernelofinnovation
[1] montcostrong

Top Hashtags in Tweet in G9:
[54] covid19
[6] ottcity
[2] flattenthecurve
[1] physicaldistancing
[1] weareinthistogether
[1] myottawa

Top Hashtags in Tweet in G10:
[8] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[923] #flattenthecurve
[232] #covid19
[224] #socialdistancing
[143] #quarantine
[122] #wehealasone
[120] #love
[120] #friends
[120] #smile
[119] #selfie
[119] #zumba

Top Words in Tweet in G2:
[376] video
[376] one
[376] asked
[376] used
[376] #flattenthecurve
[376] campaign
[375] thatonequeen

Top Words in Tweet in G3:
[253] #climatestrikeonline
[253] #flattenthecurve
[252] #fridaysforfuture
[250] #stayathome
[248] gretathunberg
[248] school
[248] strike
[248] week
[246] #schoolstrike4climate
[230] 93

Top Words in Tweet in G4:
[99] cricketaakash
[78] cases
[52] getting
[51] delhi
[51] habit
[51] 1000
[51] #covid__19
[51] day
[51] matter
[51] far

Top Words in Tweet in G5:
[119] #flattenthecurve
[95] #covid19
[93] transport
[90] #vmafrica
[86] public
[82] gpdrt_
[82] concern
[82] sa
[80] one
[62] #gautengcares

Top Words in Tweet in G6:
[150] primerdesignltd
[144] #ncyt
[139] #primerdesignltd
[118] 19
[110] #covid
[99] #flattenthecurve
[48] detection
[46] #heretohelp
[46] latest
[46] specificity

Top Words in Tweet in G7:
[59] #flattenthecurve
[46] 19
[45] covid
[45] covid19
[45] sars
[45] cov
[45] sarscov2
[45] #stayhome
[45] #socialdistancing
[45] #physicaldistancing

Top Words in Tweet in G8:
[48] stacking
[48] folding
[48] cutting
[48] fully
[48] automated
[48] #mask
[48] production
[48] lines
[48] allowing
[48] produce

Top Words in Tweet in G9:
[108] cases
[54] ottawa
[54] today
[54] bringing
[54] active
[54] community
[54] 121
[54] city
[54] million
[54] people

Top Words in Tweet in G10:
[8] takealot
[8] sleekgeeksa
[8] #flattenthecurve
[2] janeth9m
[2] lulamarafana73
[2] ncuthwa90
[2] jolpoppy34

Top Word Pairs
Top Word Pairs in Tweet in G2:
[120] video,one
[119] one,asked
[119] asked,used
[119] used,#flattenthecurve
[119] #flattenthecurve,campaign
[119] thatonequeen,video

Top Word Pairs in Tweet in G3:
[376] #climatestrikeonline,#stayathome
[376] school,strike
[376] strike,week
[376] #stayathome,#fridaysforfuture
[376] #schoolstrike4climate,#flattenthecurve
[375] #fridaysforfuture,#schoolstrike4climate
[] gretathunberg,school
[] week,93
[] 93,#climatestrikeonline
[] week,92

Top Word Pairs in Tweet in G4:
[249] delhi,getting
[248] getting,habit
[248] habit,1000
[248] 1000,#covid__19
[246] #covid__19,cases
[245] cases,day
[243] day,matter
[230] matter,far
[230] far,ahead
[7] ahead,virus

Top Word Pairs in Tweet in G5:
[51] #vmafrica,#covid19
[51] #covid19,#flattenthecurve
[51] public,transport
[51] concern,sa
[51] #flattenthecurve,#gautengcares
[51] keeping,nation
[51] nation,safe
[51] safe,public
[51] transport,#vmafrica
[51] big,concern

Top Word Pairs in Tweet in G6:
[88] #covid,19
[88] primerdesignltd,#primerdesignltd
[86] 19,#flattenthecurve
[82] #primerdesignltd,latest
[62] latest,specificity
[53] specificity,statement
[53] statement,update
[46] update,21
[46] 21,423
[42] 423,sequences

Top Word Pairs in Tweet in G7:
[110] covid,19
[94] 19,covid19
[55] sars,cov
[46] cov,sarscov2
[46] sarscov2,#flattenthecurve
[46] #flattenthecurve,#stayhome
[46] #stayhome,#socialdistancing
[46] #socialdistancing,#physicaldistancing
[46] covid19,sars
[46] #covid19nigeria,#flattenthecurve

Top Word Pairs in Tweet in G8:
[45] stacking,folding
[45] folding,cutting
[45] cutting,fully
[45] fully,automated
[45] automated,#mask
[45] #mask,production
[45] production,lines
[45] lines,allowing
[44] allowing,produce
[5] produce,masks

Top Word Pairs in Tweet in G9:
[48] cases,ottawa
[48] ottawa,today
[48] today,bringing
[48] bringing,active
[48] active,cases
[48] cases,community
[48] community,121
[48] 121,city
[48] city,million
[48] million,people

Top Word Pairs in Tweet in G10:
[54] takealot,sleekgeeksa
[54] sleekgeeksa,#flattenthecurve

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thatonequeen
@gretathunberg
@primerdesignltd
@cricketaakash
@grahamctv
@jacobmamabolosa
@gpdrt_
@boschglobal
@gp_commsafety
@trafficrtmc

Top Mentioned in G1:
@flooringdirectx
@ginger_exchange
@egmontinstitute
@carryonwithkids
@201kabalikatbde
@germanthaichamb
@marknmesalon
@creative_tc_ltd
@ikeservicedog
@shalomegrace1

Top Mentioned in G2:
@thatonequeen

Top Mentioned in G3:
@gretathunberg
@docassar
@jnjglobalhealth
@realdonaldtrump
@gp_commsafety
@mrgeoffreycole1
@pam_sands
@whatisfreedom2
@ellenmadrid4
@healthdouglasco

Top Mentioned in G4:
@cricketaakash

Top Mentioned in G5:
@jacobmamabolosa
@gpdrt_
@trafficrtmc
@vm_africa
@sa_taxis
@mbalulafikile
@jnjglobalhealth
@sandfcorpevents
@cci_network
@santacokzn

Top Mentioned in G6:
@primerdesignltd

Top Mentioned in G7:
@ncdcgov
@epidalert
@kfayemi
@amaclg
@gkbalogs
@monicadisaster1
@ncovafrica
@abiodunborisade
@abiodunessiet
@openfundingng

Top Mentioned in G8:
@boschglobal
@cornrefiners
@mcpublicsafety
@mccc

Top Mentioned in G9:
@grahamctv
@ottawacity

Top Mentioned in G10:
@sleekgeeksa
@janeth9m
@lulamarafana73
@ncuthwa90
@jolpoppy34
@takealot
@bpramorula
@cleo_mogakane
@bluespicey
@nuraan08844077

Top Tweeters
Top Tweeters in Entire Graph:
@dynamocooligan
@hrblock_21
@lennaleprena
@edinburghwatch
@pparzival
@baarahk
@miltonespinozaf
@miguelhilargiak
@andreasandy3131
@jver1

Top Tweeters in G1:
@ladyboarder9669
@michaelmiguelce
@moisturevapor8r
@agent301x
@evelittlepage
@garchibaldctv
@qatarday
@thefabulousone
@sbarrbrisebois
@sweetsheil

Top Tweeters in G2:
@shuerluser
@misskittyf
@wspark98nz
@amaryliski
@kingstallion702
@mira_phi
@_egobrain_
@brimanmaxtroy
@alexandreaoneal
@rickadactyl

Top Tweeters in G3:
@miguelhilargiak
@allan_crawshaw
@88seattle61
@saccay
@letsroc137
@abramson1234
@cestlaviv
@ewestaway
@brade1991
@lorrainejdion

Top Tweeters in G4:
@avinash49465394
@golden_seagul
@itstanujmehra
@irfan_khan_r
@viveksh44349741
@jeetofficial6
@nareshn091
@vamsich82471174
@cricketaakash
@connect2sumesh

Top Tweeters in G5:
@cci_network
@cityofjoburgza
@tere_midelega
@scientology
@citytshwane
@shabankimuyu2
@governmentza
@lalabyrinthique
@armando49146037
@trafficfreeflow

Top Tweeters in G6:
@adrianwfire
@tunbridgejacqui
@theangelofaim1
@rick_shares
@addmoooo
@adamsimmo73
@californiajoe01
@xav51170
@rafairuk
@gasman2020

Top Tweeters in G7:
@daily_trust
@magarya
@bkk001
@flawlessmilo
@premiumtimesng
@woye1
@i_am_ilemona
@thecableng
@amplifiedr
@asiwajuoladimej

Top Tweeters in G8:
@hrblock_21
@pitarampal
@pickooo
@beverly21811568
@thumbfive
@barretttechnet
@bayiskendr
@harizzzz3
@safetymentalst
@zaroonrkhan

Top Tweeters in G9:
@dmacottawa
@paulvieira
@the_rae_girl
@charlie_senack
@stphnmaher
@ottawacity
@mattguite
@megenkay
@theb1gb
@kkirkup

Top Tweeters in G10:
@ladyhuneybee
@takealot
@amkecebekhulu
@lee_flav
@missy_sihlobo
@thabiie_thabs
@dimakatsos05
@nthabeleng_pooe
@onti_morobane
@shalona_reddy


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