#FlattenTheCurve, Twitter, 5/27/2020 11:37:32 AM, 228364


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#FlattenTheCurve_2020-05-27_00-50-13.xlsx
#FlattenTheCurve_2020-05-27_00-50-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 27, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/36yb7Io
@spreeblick
@docassar
@shamikaravi
@gp_commsafety
@gretathunberg
@tofugrrrl
@elkeoverhage
@fordsouthafrica
@transport_gc
@johangreg

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

Description:
Description
The graph represents a network of 5,410 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, 27 May 2020 at 07:51 UTC.

The requested start date was Wednesday, 27 May 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 2-day, 20-hour, 40-minute period from Saturday, 23 May 2020 at 15:30 UTC to Tuesday, 26 May 2020 at 12:11 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 : 5410
Unique Edges : 2949
Edges With Duplicates : 7374
Total Edges : 10323
Number of Edge Types : 5
Retweet : 3291
MentionsInRetweet : 4314
Tweet : 1475
Mentions : 1004
Replies to : 239
Self-Loops : 1554
Reciprocated Vertex Pair Ratio : 0.00867219117363654
Reciprocated Edge Ratio : 0.0171952617500955
Connected Components : 1304
Single-Vertex Connected Components : 631
Maximum Vertices in a Connected Component : 539
Maximum Edges in a Connected Component : 1215
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.836737
Graph Density : 0.000178862572101198
Modularity : 0.546924
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,410 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, 27 May 2020 at 07:51 UTC.

The requested start date was Wednesday, 27 May 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 2-day, 20-hour, 40-minute period from Saturday, 23 May 2020 at 15:30 UTC to Tuesday, 26 May 2020 at 12:11 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:
[169] https://twitter.com/andreasdotorg/status/1265018869166440448
[123] http://hotpagenews.com
[21] https://www.youtube.com/watch?v=9VwVuUY4nPQ&feature=youtu.be

[14] https://www.youtube.com/watch?v=-hPWzp1EfUA&feature=youtu.be

[14] https://www.youtube.com/watch?v=I4U6KIQLXd0&feature=youtu.be

[9] https://www.youtube.com/watch?v=zrUBxO_Xzik&feature=youtu.be

[6] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[5] https://shopee.ph/bayongbin
[4] https://www.bosch-presse.de/pressportal/de/en/coronavirus-bosch-puts-fully-automated-mask-production-lines-into-operation-211776.html
[4] https://streamlabs.com/doggerry/p/home/

Top URLs in Tweet in G1:
[6] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[5] https://twitter.com/andreasdotorg/status/1265018869166440448
[4] https://streamlabs.com/doggerry/p/home/
[3] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[3] https://www.carryonwithkids.com/shop
[3] https://www.youtube.com/magicbricks?sub_confirmation=1
[3] https://onedrive.live.com/redir?resid=34EB7C82A09C0D0F!7166&authkey=!AEm2AyhdiQg4EE4&ithint=file%2cxlsx&e=fWc0eR
[2] https://590games.com/sm-FB
[2] https://www.youtube.com/watch?v=TR2-AsQsbd4&feature=youtu.be

[2] https://twitter.com/scottpasmoretv/status/1264394565861232640

Top URLs in Tweet in G2:
[156] https://twitter.com/andreasdotorg/status/1265018869166440448

Top URLs in Tweet in G5:
[1] http://houstonemergency.org/covid19

Top URLs in Tweet in G6:
[1] https://cassandravoices.com/current-affairs/global/traditional-way-of-life-protects-amazonian-people-from-covid-19/

Top URLs in Tweet in G7:
[1] https://twitter.com/HFWOdisha/status/1264760033943879680

Top URLs in Tweet in G9:
[1] https://www.alberta.ca/COVID19
[1] https://twitter.com/i/broadcasts/1MnGnQDWPbOKO
[1] https://thetyee.ca/Opinion/2020/05/21/Police-Pandemic-Oppressed-People/?utm_source=twitter&utm_medium=social&utm_content=052420-2&utm_campaign=editorial-0520
[1] https://thetyee.ca/Opinion/2020/05/21/Police-Pandemic-Oppressed-People/?utm_source=twitter&utm_medium=social&utm_content=052220-1&utm_campaign=editorial-0520
[1] https://thetyee.ca/Opinion/2020/05/21/Police-Pandemic-Oppressed-People/?utm_source=twitter&utm_medium=social&utm_content=052320-1&utm_campaign=editorial-0520
[1] https://thetyee.ca/Opinion/2020/05/21/Police-Pandemic-Oppressed-People/?utm_source=twitter&utm_medium=social&utm_content=052320-2&utm_campaign=editorial-0520
[1] https://thetyee.ca/Opinion/2020/05/21/Police-Pandemic-Oppressed-People/?utm_source=twitter&utm_medium=social&utm_content=052420-1&utm_campaign=editorial-0520

Top URLs in Tweet in G10:
[1] https://www.dhhs.vic.gov.au/getting-tested-coronavirus-covid-19

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3288] flattenthecurve
[1027] covid19
[427] coronavirus
[356] socialdistancing
[304] stayhome
[254] stayathome
[180] pandemic
[177] staysafe
[135] vaccine
[134] covid_19



Top Hashtags in Tweet in G1:
[766] flattenthecurve
[183] covid19
[114] coronavirus
[114] stayhome
[103] socialdistancing
[81] staysafe
[34] stayathome
[33] covid_19
[33] covidー19
[28] wearamask

Top Hashtags in Tweet in G2:
[351] flattenthecurve

Top Hashtags in Tweet in G3:
[119] flattenthecurve
[36] peak
[2] dailyupdate
[2] covid19india
[1] kasaragodinitiative

Top Hashtags in Tweet in G4:
[56] flattenthecurve
[29] gautengcovid19
[26] cyrilramaphosa
[24] covidhotspot
[23] covid_19
[6] covid19
[5] level3lockdown
[4] covid19southafrica
[4] stayhomesa
[3] covid19sa

Top Hashtags in Tweet in G5:
[95] facemask
[93] maskuphou
[86] covid19
[52] physicaldistancing
[40] memorialdayweekend
[31] essential
[23] texas
[19] stopthespread
[18] flattenthecurve
[12] physicaldistance

Top Hashtags in Tweet in G6:
[121] climatestrikeonline
[120] fridaysforfuture
[116] stayathome
[21] flattenthecurve
[13] schoolstrike4climate
[4] digitalstrike
[3] canada
[3] climatestrike
[2] amazonia
[2] amazon

Top Hashtags in Tweet in G7:
[81] covid19
[5] flattenthecurve
[5] odishafightscorona
[1] coronavirus

Top Hashtags in Tweet in G8:
[30] flattenthecurve
[3] backtoschool
[3] lockdown
[3] stayingalert
[2] sustainability
[2] environment
[2] lockdownextension
[2] covid19
[2] washyourhands
[2] coronavirus

Top Hashtags in Tweet in G9:
[46] covid19
[45] flattenthecurve
[5] vanpoli
[5] bcpoli
[3] cuts
[2] covid19ab
[1] abhealth
[1] everybody

Top Hashtags in Tweet in G10:
[1] covid19
[1] springst
[1] 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:
[766] #flattenthecurve
[183] #covid19
[114] #coronavirus
[114] #stayhome
[103] #socialdistancing
[81] #staysafe
[59] stay
[53] covid
[53] 19
[51] home

Top Words in Tweet in G2:
[351] #flattenthecurve
[349] spreeblick
[2] ja
[2] die
[2] gut

Top Words in Tweet in G3:
[191] cases
[148] shamikaravi
[146] april
[119] #flattenthecurve
[78] active
[75] confirmed
[74] kasaragod
[73] 2nd
[73] 127
[73] covid

Top Words in Tweet in G4:
[152] gp_commsafety
[114] gauteng
[113] police
[112] traffic
[111] officers
[108] arrested
[102] possession
[102] cigarettes
[96] n1
[96] found

Top Words in Tweet in G5:
[150] houstontx
[104] important
[100] wear
[95] #facemask
[93] #maskuphou
[93] houmayor
[89] protect
[89] those
[86] #covid19
[81] turner

Top Words in Tweet in G6:
[121] #climatestrikeonline
[120] #fridaysforfuture
[119] strike
[119] week
[116] #stayathome
[114] school
[110] gretathunberg
[105] 92
[105] happy
[105] biodiversity

Top Words in Tweet in G7:
[81] #covid19
[80] symptoms
[79] hfwodisha
[79] disclosing
[79] putting
[79] family's
[79] life
[79] risk
[79] seek
[79] medical

Top Words in Tweet in G8:
[30] #flattenthecurve
[9] 1st
[8] borisjohnson
[6] cummings
[6] imho
[6] kids
[6] back
[5] please
[5] go
[5] gmb

Top Words in Tweet in G9:
[55] #covid19
[45] health
[45] #flattenthecurve
[44] live
[44] update
[44] cmoh_alberta
[44] officials
[42] youralberta
[35] ongoing
[35] work

Top Words in Tweet in G10:
[76] victoria
[76] nation
[76] rank
[76] 6th
[76] capita
[76] testing
[76] rates
[76] effort
[76] giving
[76] options

Top Word Pairs
Top Word Pairs in Tweet in G2:
[45] spreeblick,#flattenthecurve

Top Word Pairs in Tweet in G3:
[349] active,cases
[] 2nd,april
[] april,kasaragod
[] kasaragod,127
[] 127,confirmed
[] confirmed,covid
[] covid,cases
[] cases,mumbai
[] mumbai,185
[] 185,april

Top Word Pairs in Tweet in G4:
[78] gauteng,traffic
[73] traffic,police
[73] police,officers
[73] gp_commsafety,gauteng
[73] officers,arrested
[73] arrested,ethiopian
[73] ethiopian,national
[73] national,found
[73] found,possession
[73] possession,illicit

Top Word Pairs in Tweet in G5:
[111] #maskuphou,protect
[111] protect,those
[106] wear,#facemask
[100] houmayor,turner
[90] turner,simonebiles
[90] simonebiles,wear
[90] #facemask,champ
[90] champ,important
[90] important,#maskuphou
[90] houstontx,houmayor

Top Word Pairs in Tweet in G6:
[89] strike,week
[89] #climatestrikeonline,#stayathome
[86] #stayathome,#fridaysforfuture
[81] school,strike
[81] gretathunberg,school
[81] week,92
[81] 92,happy
[81] happy,biodiversity
[81] biodiversity,day
[80] day,#climatestrikeonline

Top Word Pairs in Tweet in G7:
[119] disclosing,symptoms
[116] symptoms,#covid19
[116] #covid19,putting
[114] putting,family's
[109] family's,life
[105] life,risk
[105] risk,seek
[105] seek,medical
[105] medical,advice
[105] hfwodisha,disclosing

Top Word Pairs in Tweet in G8:
[79] bmay,imho
[79] shielder,stay
[79] stay,home
[79] home,till
[79] till,1st
[79] 1st,july
[79] july,borisjohnson
[79] borisjohnson,happy
[79] happy,kids
[78] kids,go

Top Word Pairs in Tweet in G9:
[3] youralberta,live
[3] ongoing,work
[3] work,protect
[3] protect,public
[3] public,health
[3] live,update
[3] update,cmoh_alberta
[3] cmoh_alberta,dr
[3] dr,deena
[3] deena,hinshaw

Top Word Pairs in Tweet in G10:
[42] victoria,nation
[35] nation,rank
[35] rank,6th
[35] 6th,capita
[35] capita,testing
[34] testing,rates
[34] rates,effort
[34] effort,giving
[34] giving,options
[34] jennymikakos,victoria

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@gp_commsafety
@andreasdotorg
@ayatymmj
@maxbaker_15
@discovery_sa
@johntory
@cagovernor
@news7tamil
@lyingcreep

Top Replied-To in G2:
@shomeral

Top Replied-To in G3:
@shamikaravi

Top Replied-To in G4:
@gp_commsafety

Top Replied-To in G5:
@sylvesterturner

Top Replied-To in G8:
@indounik
@rekrapyendis
@johnestevens
@saramason18
@marksmrs1971
@amcclure147
@derekmcroberts1
@anniepop2027
@iioannoulbs
@thao_gao

Top Replied-To in G9:
@jkenney

Top Mentioned
Top Mentioned in Entire Graph:
@spreeblick
@houstontx
@shamikaravi
@gp_commsafety
@gretathunberg
@primerdesignltd
@houmayor
@simonebiles
@hfwodisha
@jennymikakos

Top Mentioned in G1:
@clarasjewelry
@flooringdirectx
@ginger_exchange
@beebehealthcare
@familytravel4um
@lindssoberano
@klooresdippchen
@egmontinstitute
@charlesinhk

Top Mentioned in G2:
@spreeblick
@herrluehmann
@rki_de
@divi_ev

Top Mentioned in G3:
@shamikaravi
@drahmedkalebi

Top Mentioned in G4:
@gp_commsafety
@citytshwane
@selbybok
@cyrilramaphosa
@gautenghealth
@drzwelimkhize
@cityofjoburgza
@thedpsa
@healthza
@javubaloyi

Top Mentioned in G5:
@houstontx
@houmayor
@simonebiles
@houstonhealth
@astros
@teamcjcorrea
@local10ibew
@nick_anderson_
@jordandavishtx
@sylvesterturner

Top Mentioned in G6:
@gretathunberg
@franciscopiyako
@fffhope
@spreeblick
@vakpxl2z5amffnn
@tofugrrrl
@annakernahan

Top Mentioned in G7:
@hfwodisha
@dbalasore
@achyuta_samanta

Top Mentioned in G8:
@borisjohnson
@piersmorgan
@matthancock
@bmay
@observer
@ana_captures
@susannareid100
@thosestarsalign
@grantshapps
@andrewmarr9

Top Mentioned in G9:
@cmoh_alberta
@youralberta
@thetyee
@albertandp
@dr_oru
@jkenney

Top Mentioned in G10:
@jennymikakos

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@paoloigna1
@dichristine
@dynamocooligan
@alhanda
@hrblock_21
@rk70534
@united
@lt38
@solutioneer72

Top Tweeters in G1:
@analyticaglobal
@pulpmarkets
@ladyboarder9669
@mpesce
@kchernecky
@clarasjewelry
@calgarytransit
@evelittlepage
@taurusangel26
@petsarefound

Top Tweeters in G2:
@_l17r_
@glynmoody
@muschelschloss
@phakdi_
@damian_godden
@sareru
@alfred996
@quantatheist
@edzardernst
@drunkonhugs

Top Tweeters in G3:
@monty_chadha
@sandi_childs
@jayoung1892
@danceeatrepeat
@vivbwoke
@romeshnadir
@themominatrixx
@bennittolindani
@friendliighost
@moisturevapor8r

Top Tweeters in G4:
@cityofjoburgza
@nhlonipho__
@maggsnaidu
@daxtouronegro
@marinavanzyl
@tkwazi
@kabelodick
@_wiseysa
@hope_masithi
@citytshwane

Top Tweeters in G5:
@filafresh
@dynamocooligan
@lorisums
@redboybroken
@sallyagale
@fox26houston
@filmtvdiversity
@drhubaevaluator
@calvinmuhammad1
@jusdreday

Top Tweeters in G6:
@rk70534
@anthonybourque
@blanketcrap
@wgarnews
@personalescrito
@ukexpat19
@tristramwyatt
@jlustwerk
@inlwithlbeingl
@lemdfde

Top Tweeters in G7:
@ashalama85
@bikrams1996
@santosh25638837
@drjsmohanty
@pramodsha9
@shashankbohidar
@rabipandacug
@saratmajhi18
@mosarkar_odisha
@soumyaparhi

Top Tweeters in G8:
@guardian
@ana_captures
@thetimes
@smh
@se4realhinton
@piersmorgan
@anniepop2027
@clarkemicah
@juliahb1
@anitaheiss

Top Tweeters in G9:
@debeauxos1
@allan_crawshaw
@emgfind
@takhar_
@john68richmond
@saysandra
@choiceznewz
@1023nowradio
@garywkinsman
@kim_siever

Top Tweeters in G10:
@geoffrey_payne
@darylgibson
@17thcard
@aitch_el
@vivchook
@joneshowdareyou
@bsadams25
@margarethollin1
@008moonside
@jenn1964hussey