#FlattenTheCurve, Twitter, 5/25/2020 10:06:04 AM, 228223


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#FlattenTheCurve_2020-05-25_00-54-49.xlsx
#FlattenTheCurve_2020-05-25_00-54-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2ZD633Z
@gretathunberg
@thetyee
@allan_crawshaw
@emgfind
@jkenney
@canborder
@cdnheritage
@cityoflacombe
@youralberta
@cmoh_alberta

Top hashtags:
#flattenthecurve
#covid19
#stayathome
#climatestrikeonline
#fridaysforfuture

Description:
Description
The graph represents a network of 5,381 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, 25 May 2020 at 07:56 UTC.

The requested start date was Monday, 25 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, 21-hour, 59-minute period from Thursday, 21 May 2020 at 14:13 UTC to Sunday, 24 May 2020 at 12:13 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 : 5381
Unique Edges : 2591
Edges With Duplicates : 7698
Total Edges : 10289
Number of Edge Types : 5
Tweet : 1371
Replies to : 207
Mentions : 1101
MentionsInRetweet : 4207
Retweet : 3403
Self-Loops : 1423
Reciprocated Vertex Pair Ratio : 0.00953516090584029
Reciprocated Edge Ratio : 0.0188902007083825
Connected Components : 1216
Single-Vertex Connected Components : 564
Maximum Vertices in a Connected Component : 1026
Maximum Edges in a Connected Component : 2450
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.848381
Graph Density : 0.000175545375474356
Modularity : 0.528133
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,381 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, 25 May 2020 at 07:56 UTC.

The requested start date was Monday, 25 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, 21-hour, 59-minute period from Thursday, 21 May 2020 at 14:13 UTC to Sunday, 24 May 2020 at 12:13 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:
[103] http://hotpagenews.com
[14] https://www.youtube.com/watch?v=I4U6KIQLXd0&feature=youtu.be

[14] https://www.youtube.com/watch?v=KXj5yx0aGas&feature=youtu.be

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

[8] https://www.spreaker.com/user/imark/is-the-illuminati-the-light_1
[7] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[5] https://www.facebook.com/radikalklima/
[5] https://c22.boards.net/
[4] https://helpbeatcovid19.org/
[3] https://besoakedinprayer.net/2019/02/27/prosper-as-my-soul-prospers/

Top URLs in Tweet in G1:
[7] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[3] http://www.egmontinstitute.be/topics/
[3] https://streamlabs.com/doggerry/p/home/
[2] https://www.coronashop.ca/
[2] https://twitter.com/CTVToronto/status/1263477736678490112
[2] https://www.youtube.com/watch?v=bLH80Tlu4Go&list=PLYFwDiUVun5rW1zIcWDRInyhw2iFRLeCE

[2] https://easylivingfl.com/mental-health-covid-19/
[2] https://www.linkedin.com/slink?code=gwrcE9r
[2] https://michigan.gov/Coronavirus
[2] https://live.yworks.com/covidgraph/

Top URLs in Tweet in G2:
[1] https://twitter.com/GretaThunberg/status/1263814763538194437

Top URLs in Tweet in G3:
[1] https://wordart.com/jnmzaaw79r4b/covid19uk-top-1000-hashtags-by-tweets-31-mar-6-apr-inclusive
[1] https://wordart.com/oz06rb0mx45h/covid19uk-top-1000-hashtags-by-retweets-31-mar-to-6-apr-inclusive
[1] https://wordart.com/1fwibs0r8fpw/covid19uk-top-1000-hashtags-by-tweets-24-30-march-inclusive
[1] https://wordart.com/k5yz0kkfv3cm/covid19uk-top-1000-hashtags-by-retweets-24-30-march-inclusive
[1] https://twitter.com/shamikaravi/status/1264040866848690178
[1] https://www.linkedin.com/posts/manoj-grover-074bb12a_strict-home-isolation-of-all-covid19-suspects-activity-6669696433559621632-Alkg
[1] https://www.facebook.com/2136092099982650/posts/2585169385074917/
[1] https://twitter.com/ShamikaRavi/status/1263693758056599553

Top URLs in Tweet in G5:
[2] https://chicago.suntimes.com/platform/amp/2020/4/30/21242986/organized-labor-unions-chicago-regional-council-carpenters-gary-perinar-pandemic-coronavirus?__twitter_impression=true
[2] http://houstonemergency.org/covid19

Top URLs in Tweet in G6:
[1] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/prevention-risks.html?topic=ex-col-faq#p
[1] https://twitter.com/VON_Canada/status/1263492292754714624
[1] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/latest-travel-health-advice.html#ua
[1] http://ow.ly/ppPu50zr03m
[1] http://ow.ly/P5N350zb22g
[1] https://www.canada.ca/en/canadian-heritage/campaigns/asian-heritage-month/poster.html
[1] https://www.tc.gc.ca/en/initiatives/covid-19-measures-updates-guidance-tc.html
[1] https://www.tc.gc.ca/en/initiatives/covid-19-measures-updates-guidance-tc/guidance-material-air-operators.html

Top URLs in Tweet in G7:
[1] https://www.dhhs.vic.gov.au/getting-tested-coronavirus-covid-19
[1] https://trk.buyersagentinstitute.com.au/ca9a4440
[1] https://trk.buyersagentinstitute.com.au/d22119e0

Top URLs in Tweet in G8:
[103] http://hotpagenews.com
[2] https://hotpagenews.com/r/268218
[1] https://hotpagenews.com/r/268251
[1] https://hotpagenews.com/r/268131
[1] https://hotpagenews.com/r/268126
[1] https://hotpagenews.com/r/268129
[1] https://hotpagenews.com/r/268090
[1] https://hotpagenews.com/r/268125
[1] https://hotpagenews.com/r/268122
[1] https://hotpagenews.com/r/267705

Top URLs in Tweet in G9:
[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=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=052220-2&utm_campaign=editorial-0520
[1] https://thetyee.ca/Opinion/2020/05/21/Police-Pandemic-Oppressed-People/?utm_source=twitter&utm_medium=social&utm_content=052220-3&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://www.alberta.ca/COVID19
[1] https://twitter.com/i/broadcasts/1yoKMawYpZlKQ
[1] https://www.alberta.ca/release.cfm?xID=71415671C0F0F-09D5-D29B-90D4D50D2FD8CA1B

Top Domains
Top Domains in Tweet in Entire Graph:
[210] twitter.com
[206] hotpagenews.com
[96] instagram.com
[84] youtube.com
[20] linkedin.com
[19] 15andfairness.org
[17] facebook.com
[8] spreaker.com
[7] flooringdirecttexas.com
[7] co.za

Top Domains in Tweet in G1:
[103] twitter.com
[74] instagram.com
[19] youtube.com
[13] linkedin.com
[7] flooringdirecttexas.com
[6] facebook.com
[3] mailchi.mp
[3] google.com
[3] apparelnbags.com
[3] live.com

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

Top Domains in Tweet in G3:
[4] wordart.com
[2] twitter.com
[1] linkedin.com
[1] facebook.com

Top Domains in Tweet in G5:
[2] suntimes.com
[2] houstonemergency.org

Top Domains in Tweet in G6:
[3] canada.ca
[2] ow.ly
[2] gc.ca
[1] twitter.com

Top Domains in Tweet in G7:
[2] com.au
[1] gov.au

Top Domains in Tweet in G8:
[206] hotpagenews.com
[1] comhotpagenews.com
[1] canada.ca

Top Domains in Tweet in G9:
[5] thetyee.ca
[2] alberta.ca
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2843] flattenthecurve
[991] covid19
[613] stayathome
[527] climatestrikeonline
[508] fridaysforfuture
[418] coronavirus
[360] socialdistancing
[325] stayhome
[301] covid19india
[296] dailyupdate



Top Hashtags in Tweet in G1:
[684] flattenthecurve
[169] covid19
[113] stayhome
[93] socialdistancing
[93] coronavirus
[61] staysafe
[40] stayathome
[37] covidー19
[34] covid_19
[24] covid

Top Hashtags in Tweet in G2:
[522] climatestrikeonline
[502] fridaysforfuture
[483] stayathome
[41] flattenthecurve
[23] schoolstrike4climate
[11] climatestrike
[11] canada
[9] climatecrisis
[9] digitalstrike
[5] fighteverycrisis

Top Hashtags in Tweet in G3:
[290] dailyupdate
[290] covid19india
[142] flattenthecurve
[21] peak
[5] flatteningthecurve
[3] covid19visualdiary
[3] stayhomesavelives
[3] nhs
[2] india
[2] rest

Top Hashtags in Tweet in G4:
[54] gautengcovid19
[51] flattenthecurve
[12] covid_19
[3] stayhome
[2] covid19
[1] covid
[1] pps
[1] savesouthafrica
[1] covid19sa

Top Hashtags in Tweet in G5:
[67] covid19
[42] socialdistancing
[37] essential
[26] memorialdayweekend
[24] physicaldistancing
[23] texas
[20] stopthespread
[15] physicaldistance
[12] flattenthecurve
[6] lu10ibew

Top Hashtags in Tweet in G6:
[42] dyk
[35] flattenthecurve
[9] covid19
[9] asianheritagemonth
[5] physicaldistancing
[3] stayhome
[2] thankyouthursday
[2] nowisnotthetime
[1] ramadan
[1] eidmubarak

Top Hashtags in Tweet in G7:
[19] flattenthecurve
[3] covid19
[2] leadership
[2] workfromhome
[2] yoga
[2] protectthenhs
[1] beautiful
[1] flatteningthefear
[1] marriage
[1] union

Top Hashtags in Tweet in G8:
[151] covid19
[142] coronavirus
[136] socialdistancing
[128] flattenthecurve
[108] testing
[105] pandemic
[104] vaccine
[102] trump
[97] biden
[4] covid19on

Top Hashtags in Tweet in G9:
[50] covid19
[49] flattenthecurve
[16] covid19ab
[11] riverbendyyc
[11] community
[5] vanpoli
[5] bcpoli
[3] cuts
[1] everybody
[1] climatestrikeonline

Top Hashtags in Tweet in G10:
[36] covid_19
[32] coronavirusinsa
[32] stayathome
[27] thisdayinhistory
[21] bulhoekmassacre
[17] flattenthecurve
[9] covid19insa
[5] staysafe
[4] protectyourself
[4] defendeachother

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:
[684] #flattenthecurve
[169] #covid19
[113] #stayhome
[93] #socialdistancing
[93] #coronavirus
[63] 19
[61] #staysafe
[57] covid
[55] more
[48] cases

Top Words in Tweet in G2:
[522] #climatestrikeonline
[511] strike
[502] #fridaysforfuture
[498] gretathunberg
[495] school
[492] week
[483] #stayathome
[461] 92
[461] happy
[461] biodiversity

Top Words in Tweet in G3:
[739] cases
[423] active
[421] shamikaravi
[391] growing
[312] total
[291] doubling
[290] #dailyupdate
[290] #covid19india
[283] continue
[283] rise

Top Words in Tweet in G4:
[200] gp_commsafety
[159] police
[154] arrested
[149] gauteng
[148] found
[148] traffic
[147] cigarettes
[146] n1
[144] officers
[142] possession

Top Words in Tweet in G5:
[72] houstontx
[68] practice
[67] #covid19
[55] wear
[42] #socialdistancing
[39] weekend
[37] #essential
[37] continue
[35] businesses
[35] reopening

Top Words in Tweet in G6:
[46] limit
[45] travellers
[43] contact
[43] app
[42] canborder
[42] #dyk
[42] downloading
[42] arrivecan
[42] returning
[42] reduce

Top Words in Tweet in G7:
[55] victoria
[55] nation
[55] rank
[55] 6th
[55] capita
[55] testing
[55] rates
[55] effort
[55] giving
[55] options

Top Words in Tweet in G8:
[151] #covid19
[142] #coronavirus
[136] #socialdistancing
[128] #flattenthecurve
[108] #testing
[105] #pandemic
[104] #vaccine
[102] #trump
[97] #biden
[69] number

Top Words in Tweet in G9:
[56] #covid19
[49] #flattenthecurve
[49] health
[34] live
[34] update
[34] cmoh_alberta
[34] officials
[32] youralberta
[28] ongoing
[28] work

Top Words in Tweet in G10:
[50] myanc
[43] testing
[36] #covid_19
[32] #coronavirusinsa
[32] please
[32] #stayathome
[27] #thisdayinhistory
[27] 24
[27] 1921
[24] citytshwane

Top Word Pairs
Top Word Pairs in Tweet in G2:
[52] school,strike
[31] strike,week
[30] #climatestrikeonline,#stayathome
[28] #stayathome,#fridaysforfuture
[22] gretathunberg,school
[20] week,92
[20] 92,happy
[18] happy,biodiversity
[17] biodiversity,day
[17] day,#climatestrikeonline

Top Word Pairs in Tweet in G3:
[494] active,cases
[489] cases,growing
[480] #dailyupdate,#covid19india
[479] #covid19india,total
[475] shamikaravi,#dailyupdate
[461] cases,continue
[461] continue,rise
[461] rise,active
[461] growing,doubling
[461] doubling,17

Top Word Pairs in Tweet in G4:
[423] gauteng,traffic
[390] traffic,police
[290] police,officers
[290] gp_commsafety,gauteng
[287] officers,arrested
[283] arrested,ethiopian
[283] ethiopian,national
[283] national,found
[283] found,possession
[283] possession,illicit

Top Word Pairs in Tweet in G5:
[148] practice,#socialdistancing
[148] continue,practice
[143] #socialdistancing,wear
[140] businesses,reopening
[137] reopening,holiday
[137] holiday,weekend
[137] weekend,ahead
[137] ahead,#essential
[137] #essential,continue
[137] houstontx,businesses

Top Word Pairs in Tweet in G6:
[40] #dyk,downloading
[37] downloading,arrivecan
[36] arrivecan,app
[35] app,travellers
[35] travellers,returning
[35] returning,reduce
[35] reduce,wait
[35] wait,times
[35] times,limit
[34] limit,contact

Top Word Pairs in Tweet in G7:
[42] victoria,nation
[42] nation,rank
[42] rank,6th
[42] 6th,capita
[42] capita,testing
[42] testing,rates
[42] rates,effort
[42] effort,giving
[42] giving,options
[42] jennymikakos,victoria

Top Word Pairs in Tweet in G8:
[55] #covid19,#coronavirus
[55] #coronavirus,#socialdistancing
[55] #socialdistancing,#flattenthecurve
[55] #flattenthecurve,#trump
[55] #trump,#biden
[55] #biden,#testing
[55] #testing,#vaccine
[55] #vaccine,#pandemic
[55] estimated,effective
[54] effective,reproduction

Top Word Pairs in Tweet in G9:
[142] youralberta,live
[136] ongoing,work
[123] work,protect
[102] protect,public
[97] public,health
[96] live,update
[94] update,cmoh_alberta
[94] cmoh_alberta,dr
[68] dr,deena
[68] deena,hinshaw

Top Word Pairs in Tweet in G10:
[32] #coronavirusinsa,please
[28] please,#stayathome
[28] #covid_19,#coronavirusinsa
[28] 24,1921
[28] myanc,#thisdayinhistory
[27] license,testing
[27] #thisdayinhistory,myanc
[27] myanc,remembers
[27] remembers,#bulhoekmassacre
[27] #bulhoekmassacre,24

Top Replied-To
Top Replied-To in Entire Graph:
@cagovernor
@shamikaravi
@govmurphy
@gretathunberg
@gp_commsafety
@lyingcreep
@the_real_dos
@santamonicacity
@realdonaldtrump
@wcnc

Top Replied-To in G1:

Top Replied-To in G2:
@gretathunberg

Top Replied-To in G3:
@shamikaravi

Top Replied-To in G4:
@gp_commsafety

Top Replied-To in G6:
@carolyn_bennett

Top Replied-To in G7:
@anniepop2027
@tahiraosman4
@wtomysiton
@yodaism
@rekrapyendis
@johnestevens
@smh
@saramason18
@marksmrs1971
@lordrennard

Top Replied-To in G9:
@jkenney

Top Replied-To in G10:
@sundaytimesza
@sowetanlive

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@shamikaravi
@gp_commsafety
@houstontx
@imgrund
@ar15m4mid
@jennymikakos
@fordsouthafrica
@tinasmithmn
@lewisformn

Top Mentioned in G1:
@flooringdirectx
@ginger_exchange
@egmontinstitute
@ifartfebreze
@cityguidemunich
@easylivingfl
@ladyboarder9669
@jennifer_knapp
@voteabroaduk

Top Mentioned in G2:
@gretathunberg
@fridays4future
@patriciakombo
@fffhope
@napolpieska
@cspraveen6
@aidansaction
@usaparents
@defendourfuture
@annakernahan

Top Mentioned in G3:
@shamikaravi
@narendramodi
@pmoindia
@drharshvardhan
@nitiaayog
@muditkapoor
@gmacscotland
@avindiagreat
@arvindkejriwal

Top Mentioned in G4:
@gp_commsafety
@faithmazibukosa
@cyrilramaphosa
@tasneemmotara
@pps_sa
@gautenghealth

Top Mentioned in G5:
@houstontx
@houmayor
@houstonhealth
@local10ibew
@nick_anderson_
@sylvesterturner
@mayorsevents
@jordandavishtx

Top Mentioned in G6:
@canborder
@carolyn_bennett
@anniekoutrakis
@bardishkw
@cdnheritage
@transport_gc
@safety_canada
@cpc_hq
@filomenatassi
@houstontx

Top Mentioned in G7:
@jennymikakos
@borisjohnson
@matthancock
@observer
@bmay
@thosestarsalign
@grantshapps
@andrewmarr9
@peoplesmomentum
@ana_captures

Top Mentioned in G8:
@imgrund
@hotpage_news
@cpho_canada

Top Mentioned in G9:
@cmoh_alberta
@youralberta
@thetyee
@shandro
@albertandp
@dr_oru
@jkenney
@riverbendyyc
@gretathunberg
@carolyn_bennett

Top Mentioned in G10:
@myanc
@citytshwane
@jacobmamabolosa
@pulemabe
@mbalulafikile
@mbalihlophesa
@gp_commsafety
@dotransport
@trafficrtmc
@fordsouthafrica

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@paoloigna1
@dichristine
@jurylady5
@alhanda
@hrblock_21
@jim_peoples_
@lt38
@yodaism
@klm

Top Tweeters in G1:
@analyticaglobal
@ladyboarder9669
@mpesce
@stressfreekids
@tinu
@petsarefound
@cityguidemunich
@zuendstoffel
@selenamaranjian
@brianhund

Top Tweeters in G2:
@anthonybourque
@altai_armande
@blanketcrap
@jmhamiltonblog
@amazingchevvolt
@marcelagp2
@wgarnews
@demetrebhunter
@realjohncurley
@moritzbhg

Top Tweeters in G3:
@monty_chadha
@vinodshadija
@modifidbhaaarat
@sandi_childs
@jayoung1892
@slsandpet
@neergopal
@jwomack
@june4th
@ewestaway

Top Tweeters in G4:
@cci_network
@bennittolindani
@portiia_s
@sevhic_
@abramjee
@maggsnaidu
@shilawuri
@lavitosoul
@so_sididi
@tkwazi

Top Tweeters in G5:
@filafresh
@lorisums
@laura78703
@fox26houston
@happytexan7
@johnoeffinger75
@drhubaevaluator
@briseida35
@moderatemama
@terrileedee

Top Tweeters in G6:
@johangreg
@ksp_libs
@jeffreyluscombe
@kskinnervan
@rohaniroop
@tirukuralkaram
@rgyatso
@gail_sloane
@dilaheurte
@milleroval

Top Tweeters in G7:
@yodaism
@guardian
@17thcard
@aitch_el
@ana_captures
@thetimes
@joneshowdareyou
@smh
@bsadams25
@margarethollin1

Top Tweeters in G8:
@joannecangal
@imuamen
@stbluvoter
@kirchbabe
@hotpage_news
@marciasgreen
@drspockets
@wizzyprobs
@p11971
@gkrad9

Top Tweeters in G9:
@allan_crawshaw
@emgfind
@choiceznewz
@pullmygoalies
@abbyvalibeigi
@kim_siever
@robertlavigne
@dragonlou2
@thetyee
@heradasha

Top Tweeters in G10:
@thabiso_dlamini
@mokgadimaeko
@shakeswebster
@guguladim
@lehlohonolo_13
@ramalokot
@sowetanlive
@ttbogoshi
@sundaytimesza
@ayagold_