#FlattenTheCurve, Twitter, 6/9/2020 11:07:04 AM, 228998


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#FlattenTheCurve_2020-06-09_02-12-25.xlsx
#FlattenTheCurve_2020-06-09_02-12-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 09, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2MKigfv
@gretathunberg
@boschglobal
@docassar
@govcanhealth
@meladalklimat
@csiscanada
@naattuvarthakal
@who
@rohitinfo02
@sherbah46958042

Top hashtags:
#flattenthecurve
#stayathome
#climatestrikeonline
#fridaysforfuture

Description:
Description
The graph represents a network of 5,063 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 Tuesday, 09 June 2020 at 09:14 UTC.

The requested start date was Tuesday, 09 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 3-day, 12-hour, 20-minute period from Thursday, 04 June 2020 at 23:50 UTC to Monday, 08 June 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 : 5063
Unique Edges : 1798
Edges With Duplicates : 8151
Total Edges : 9949
Number of Edge Types : 5
Retweet : 3575
MentionsInRetweet : 4039
Tweet : 1194
Replies to : 181
Mentions : 960
Self-Loops : 1232
Reciprocated Vertex Pair Ratio : 0.00843608046722907
Reciprocated Edge Ratio : 0.0167310167310167
Connected Components : 929
Single-Vertex Connected Components : 482
Maximum Vertices in a Connected Component : 2428
Maximum Edges in a Connected Component : 5126
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.589287
Graph Density : 0.000181903979826529
Modularity : 0.467392
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,063 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 Tuesday, 09 June 2020 at 09:14 UTC.

The requested start date was Tuesday, 09 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 3-day, 12-hour, 20-minute period from Thursday, 04 June 2020 at 23:50 UTC to Monday, 08 June 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:
[80] http://hotpagenews.com
[18] https://vimeo.com/420963458
[11] https://www.cxotoday.com/news-analysis/iot-security-in-the-era-of-covid-19/
[9] https://twitter.com/betsymullen/status/1268108788671733760?s=20
[8] https://www.linkedin.com/slink?code=eNxRKsY
[7] https://www.qualtrics.com/here-to-help/
[7] https://twitter.com/brandondarby/status/1269379750465806338
[7] https://www.canada.ca/en/public-health/services/diseases/coronavirus-disease-covid-19/resources-youth-students.html
[6] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/latest-travel-health-advice.html#f
[6] https://www.wired.com/story/how-to-protest-safely-gear-tips/

Top URLs in Tweet in G2:
[18] https://vimeo.com/420963458
[8] https://www.linkedin.com/slink?code=eNxRKsY
[6] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[6] https://twitter.com/brandondarby/status/1269379750465806338
[5] https://linktr.ee/stay6ftapart
[3] https://www.carryonwithkids.com/shop
[3] https://www.worldometers.info/coronavirus/country/us/
[2] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[2] https://docs.google.com/forms/d/e/1FAIpQLSeXsPP3aNgEJpfM08OxzHwCLiPkypd4Cjb7Mcn_x9HzinyaCg/viewform?usp=send_form
[2] https://twitter.com/guenter0853/status/1269282854615252992

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228788
[2] https://www.patrikai.com/rahul-gandhi-blames-modi-government-over-corona-cases/
[2] http://www.nidhigupta.live/rtcovid
[1] https://twitter.com/SachinKalbag/status/1269815718557528064
[1] https://twitter.com/timesofindia/status/1269167573528010753
[1] https://unitednations.talenthouse.com/artworks/2279865
[1] https://twitter.com/ShamikaRavi/status/1269140739411279873
[1] https://citizen.co.za/news/covid-19/2297739/walter-sisulu-university-staff-member-tests-positive-for-covid-19/
[1] https://www.theguardian.com/world/2020/jun/04/covid-19-lancet-retracts-paper-that-halted-hydroxychloroquine-trials
[1] https://mailchi.mp/r2k/r2k-covid-19-newsletter-latest-news-information-and-updates-ongazimakazi-covid_19-level3regulations-flattenthecurve

Top URLs in Tweet in G4:
[7] https://www.canada.ca/en/public-health/services/diseases/coronavirus-disease-covid-19/resources-youth-students.html
[2] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/latest-travel-health-advice.html#f
[2] https://www.tc.gc.ca/en/initiatives/covid-19-measures-updates-guidance-tc.html
[1] https://bit.ly/355NpTg

Top URLs in Tweet in G6:
[1] https://www.nytimes.com/2020/06/06/world/asia/japan-coronavirus-masks.html
[1] https://www.cnn.com/2020/06/05/world/coronavirus-cases-rising-faster-intl/index.html
[1] https://twitter.com/nacotweets/status/1268928209707511809
[1] https://twitter.com/farhanmohamed/status/1268959486795866112
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/diy-cloth-face-coverings.html

Top URLs in Tweet in G7:
[4] https://maddogpac.com/pages/shop-home

Top URLs in Tweet in G8:
[1] https://twitter.com/AmrefEthiopia/status/1269698901684125696
[1] https://twitter.com/Amref_Kenya/status/1268833997834027010
[1] https://amref.org/coronavirus/donate/
[1] https://twitter.com/WeAreOneAfrica/status/1269246035597185024
[1] https://twitter.com/usikimye/status/1268457505325305865
[1] https://www.change.org/p/zuia-zogo-end-the-shadow-pandemic-in-kenya-stop-sexual-and-gender-based-violence
[1] https://twitter.com/Alvinmwangi254/status/1255809798605594624
[1] https://twitter.com/GGJNetwork/status/1268800312598503425
[1] https://twitter.com/PlanKenya/status/1269865267942903809
[1] https://twitter.com/YouthActKE/status/1268602270138224642

Top Domains
Top Domains in Tweet in Entire Graph:
[254] twitter.com
[160] hotpagenews.com
[44] instagram.com
[34] linkedin.com
[24] youtube.com
[18] vimeo.com
[14] canada.ca
[13] facebook.com
[11] cxotoday.com
[9] coviz.org

Top Domains in Tweet in G2:
[73] twitter.com
[39] instagram.com
[26] linkedin.com
[18] vimeo.com
[7] youtube.com
[6] arcgis.com
[5] linktr.ee
[4] blogspot.com
[4] facebook.com
[3] carryonwithkids.com

Top Domains in Tweet in G3:
[5] twitter.com
[2] nodexlgraphgallery.org
[2] patrikai.com
[2] co.za
[2] nidhigupta.live
[1] talenthouse.com
[1] theguardian.com
[1] mailchi.mp
[1] bloomberg.com

Top Domains in Tweet in G4:
[9] canada.ca
[2] gc.ca
[1] bit.ly

Top Domains in Tweet in G6:
[2] twitter.com
[1] nytimes.com
[1] cnn.com
[1] cdc.gov

Top Domains in Tweet in G7:
[4] maddogpac.com

Top Domains in Tweet in G8:
[10] twitter.com
[1] amref.org
[1] change.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3898] flattenthecurve
[1964] stayathome
[1825] climatestrikeonline
[1821] fridaysforfuture
[1812] schoolstrike4climate
[732] covid19
[352] socialdistancing
[281] coronavirus
[248] stayhome
[209] mask



Top Hashtags in Tweet in G1:
[1758] climatestrikeonline
[1757] stayathome
[1757] fridaysforfuture
[1754] flattenthecurve
[1753] schoolstrike4climate
[7] diamundialdelmedioambiente
[3] オンライン気候ストライキ
[3] 気候変動
[2] climatechange
[2] climateaction

Top Hashtags in Tweet in G2:
[600] flattenthecurve
[174] covid19
[90] socialdistancing
[70] coronavirus
[70] staysafe
[67] stayhome
[34] covid
[32] workfromhome
[31] healthcare
[25] washyourhands

Top Hashtags in Tweet in G3:
[46] flattenthecurve
[18] india
[15] covid_19
[14] ongazimakazi
[14] r0
[11] level3regulations
[8] covid19
[8] assam
[4] coronavirus
[4] delhi

Top Hashtags in Tweet in G4:
[117] goc
[16] flattenthecurve
[13] covid19
[6] canadians
[6] canada
[3] publichealth
[1] staysafe
[1] travelagain
[1] stayhome
[1] physicaldistancing

Top Hashtags in Tweet in G5:
[118] mask
[22] dyk
[5] flattenthecurve
[3] docshealth
[2] climatestrikeonline
[2] stayathome
[2] fridaysforfuture
[2] schoolstrike4climate
[1] covid19
[1] kernelofinnovation

Top Hashtags in Tweet in G6:
[45] covid19
[32] flattenthecurve
[11] stayhome
[7] stayathome
[3] stayhomesavelives
[2] covidー19
[1] mask
[1] goc
[1] covidiots
[1] blm

Top Hashtags in Tweet in G7:
[100] navajonation
[8] teamtees
[5] flattenthecurve
[4] navajostrong
[3] teamtee

Top Hashtags in Tweet in G8:
[34] flattenthecurve
[25] endsgbv
[16] covid19
[14] endgbv
[12] zuiazogo
[8] weareoneafrica
[6] tubongeshow
[4] 2bongethursday
[3] covid19africa
[3] dalbitkenya

Top Hashtags in Tweet in G9:
[72] flattenthecurve
[46] gautengcovid19
[22] covid_19
[20] covid19
[12] pointsmen
[11] sanitizingtaxis
[5] schoolreopening
[1] sanitisingtaxis

Top Hashtags in Tweet in G10:
[43] covid19
[6] flattenthecurve
[4] stayhome
[4] stayhomestaysafe
[4] covid19maldives

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:
[1758] #climatestrikeonline
[1757] #stayathome
[1757] #fridaysforfuture
[1755] week
[1754] school
[1754] strike
[1754] #flattenthecurve
[1753] #schoolstrike4climate
[1745] gretathunberg
[1730] 94

Top Words in Tweet in G2:
[599] #flattenthecurve
[174] #covid19
[90] #socialdistancing
[70] #coronavirus
[70] #staysafe
[67] #stayhome
[51] covid
[50] help
[50] cases
[47] june

Top Words in Tweet in G3:
[46] #flattenthecurve
[32] delhi
[30] cricketaakash
[28] two
[26] cases
[24] over
[22] covid
[21] curve
[21] testing
[20] positive

Top Words in Tweet in G4:
[130] govcanhealth
[118] requirements
[117] part
[117] #goc
[117] people
[117] entering
[117] canada
[108] wear
[108] mask
[108] face

Top Words in Tweet in G5:
[118] stacking
[118] folding
[118] cutting
[118] fully
[118] automated
[118] #mask
[118] production
[118] lines
[118] allowing
[118] produce

Top Words in Tweet in G6:
[59] cases
[52] judgeclayj
[45] #covid19
[44] dchhs
[33] today
[32] #flattenthecurve
[30] 19
[30] covid
[29] number
[28] reports

Top Words in Tweet in G7:
[107] 175
[107] 000
[107] washable
[107] masks
[104] maddogpac
[100] each
[100] #navajonation
[99] face
[99] enroute
[99] speak

Top Words in Tweet in G8:
[45] ggjnetwork
[34] #flattenthecurve
[29] sgbv
[25] survivors
[24] #endsgbv
[22] today
[19] help
[16] #covid19
[16] contracting
[15] community

Top Words in Tweet in G9:
[72] #flattenthecurve
[46] #gautengcovid19
[43] jacobmamabolosa
[41] gp_commsafety
[38] transport
[28] during
[27] scholar
[26] trafficfreeflow
[25] operators
[23] call

Top Words in Tweet in G10:
[146] people
[80] more
[43] #covid19
[42] national
[42] task
[42] force
[40] abdulla_shahid
[40] given
[40] permits
[40] time

Top Word Pairs
Top Word Pairs in Tweet in G2:
[1754] #socialdistancing,#flattenthecurve
[1754] #covid19,#flattenthecurve
[1754] covid,19
[1754] social,distancing
[1752] wear,face
[1751] spread,coronavirus
[1744] monday,june
[1730] face,mask
[1730] #stayhome,#flattenthecurve
[7] help,continue

Top Word Pairs in Tweet in G3:
[38] weren,finding
[35] finding,over
[35] over,80
[27] 80,positive
[25] positive,cases
[22] cases,asymptomatic
[20] asymptomatic,delhi
[20] delhi,till
[19] till,time
[19] time,back

Top Word Pairs in Tweet in G4:
[17] requirements,people
[17] people,entering
[17] entering,canada
[17] part,#goc
[17] #goc,requirements
[17] canada,wear
[17] wear,mask
[17] mask,face
[17] face,covering
[17] covering,transit

Top Word Pairs in Tweet in G5:
[117] stacking,folding
[117] folding,cutting
[117] cutting,fully
[108] fully,automated
[108] automated,#mask
[108] #mask,production
[108] production,lines
[108] lines,allowing
[108] allowing,produce
[108] produce,masks

Top Word Pairs in Tweet in G6:
[118] covid,19
[118] dchhs,reports
[118] reports,285
[118] 285,cases
[118] cases,death
[118] death,today
[118] today,saw
[118] saw,highest
[118] highest,number
[118] number,cases

Top Word Pairs in Tweet in G7:
[29] 175,000
[28] 000,washable
[28] face,masks
[28] masks,enroute
[28] enroute,#navajonation
[28] #navajonation,speak
[28] speak,one
[28] one,each
[28] each,resident
[28] resident,generous

Top Word Pairs in Tweet in G8:
[107] sgbv,exposes
[107] exposes,survivors
[99] survivors,risk
[99] risk,contracting
[99] contracting,sexually
[99] sexually,transmitted
[99] transmitted,infections
[99] infections,including
[99] including,hiv
[99] #endsgbv,#endgbv

Top Word Pairs in Tweet in G9:
[14] #gautengcovid19,#flattenthecurve
[14] scholar,transport
[14] transport,operators
[14] call,scholar
[14] operators,operating
[14] operating,during
[14] during,period
[14] period,go
[14] go,identified
[13] identified,regions

Top Word Pairs in Tweet in G10:
[40] national,task
[25] task,force
[25] force,#covid19
[23] abdulla_shahid,national
[23] #covid19,more
[23] more,people
[23] people,given
[23] given,permits
[23] permits,more
[23] more,time

Top Replied-To
Top Replied-To in Entire Graph:
@drzwelimkhize
@govmurphy
@realdonaldtrump
@myanc
@cp24
@realjacobdee
@timpatalpostma
@sekgobelalebo
@nygovcuomo
@pmoindia

Top Replied-To in G2:

Top Replied-To in G3:
@pmoindia
@arvindkejriwal
@zoramthangacm
@mohfw_india
@authackeray
@telanganacmo
@jehangirrmalik
@pnpcbc
@rijomjohn

Top Replied-To in G6:
@hannahthibedeau
@lionelmedia
@nytimes
@purdyblueline

Top Replied-To in G7:
@maddogpac

Top Replied-To in G8:
@ajabiowe
@ruraltoglobal

Top Replied-To in G9:
@gp_commsafety

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@govcanhealth
@boschglobal
@maddogpac
@judgeclayj
@teamkenfm
@ggjnetwork
@dchhs
@jacobmamabolosa
@hiral4congress

Top Mentioned in G1:
@gretathunberg
@martelocris
@naomi_sts

Top Mentioned in G2:
@ginger_exchange
@prashantkpanda
@afdverbot2020
@flooringdirectx
@khalidhabash
@egmontinstitute
@wqbelle
@garycbdnow
@talkshoe

Top Mentioned in G3:
@cricketaakash
@saikirankannan
@r2kcampaign
@who
@narendramodi
@mohfw_india
@amitshah
@nidhi1154
@arvindkejriwal
@pmoindia

Top Mentioned in G4:
@govcanhealth
@transport_gc
@vfsglobal
@cpho_canada
@gretathunberg
@csiscanada
@travelgoc

Top Mentioned in G5:
@boschglobal
@cornrefiners
@gretathunberg
@aligorman6abc
@cricketaakash
@6abc

Top Mentioned in G6:
@judgeclayj
@dchhs
@pacotorresca
@nytimes
@tgwn11
@lionelmedia
@cdcgov
@boschglobal
@govcanhealth
@northcarolina

Top Mentioned in G7:
@maddogpac
@steveschmidtses
@jheil
@clairecmc

Top Mentioned in G8:
@ggjnetwork
@amref_worldwide
@pemakenya
@npsofficial_ke
@kenyajudiciary
@youthactke
@npsc_ke
@amref_kenya
@lisamaryanne03
@amrefethiopia

Top Mentioned in G9:
@jacobmamabolosa
@gp_commsafety
@trafficfreeflow
@gpdrt_
@outpointsmenpta
@citytshwane
@city_ekurhuleni
@mzwandilemasina
@gpdrt

Top Mentioned in G10:
@abdulla_shahid
@policemv

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@gocoo_59
@gocoo
@jurylady5
@ns_online
@hrblock_21
@sahelhkj
@lindaleeking
@s9tmt
@monicasloves

Top Tweeters in G1:
@gocoo_59
@gocoo
@jurylady5
@s9tmt
@chrisbrey1
@der_bluthund
@trump_enemy
@_silversmith
@betterw05759703
@anselmonadir

Top Tweeters in G2:
@alresfordbear
@patriotczar
@forzacorrado
@bossycowgurl84
@stacyjuba
@kkfla737
@kitchenrocknrol
@sabotagebeats
@1897j
@sbarrbrisebois

Top Tweeters in G3:
@aajtak
@avinash49465394
@cci_network
@rajeshshenoy63
@ajayprakashojh1
@saysatheesh
@ndtvvideos
@grassrootsdnc
@toidelhi
@nikhilnarayanan

Top Tweeters in G4:
@sahelhkj
@johangreg
@oasismountain
@4everanimalz1
@margo94
@stfuimtweetn0_o
@l82be
@digitaldecoded1
@kelownagurl
@meladalklimat

Top Tweeters in G5:
@hrblock_21
@onahunttoday
@beverly21811568
@sherbah46958042
@craybo23
@dhinakaranrajan
@18akgoyal
@neriman1903bj
@turfline
@beverlynotmypre

Top Tweeters in G6:
@nytimes
@lionelmedia
@sumoh7
@wendynilsson
@wylie_h_dallas
@lsaldanamd
@naattuvarthakal
@senhorraposa
@stellabystarlit
@secblog

Top Tweeters in G7:
@marthalynneowe1
@gift2usa
@gyggy
@susancarver19
@tammyinmt406
@lildelain
@momness1
@kimikoyl
@lott_hayley
@carolymorrisse1

Top Tweeters in G8:
@nrgradiokenya
@sadzibrahim
@shikohkihika
@estherpassaris
@siasaplace
@kelinkenya
@alvinmwangi254
@womendeliver
@thejummyadebayo
@kenyagovernors

Top Tweeters in G9:
@queenofretweet
@kele_tebza
@cityofjoburgza
@fatalmoves
@lavitosoul
@citytshwane
@rajah_junior
@joy_wa_afrika
@trafficfreeflow
@city_ekurhuleni

Top Tweeters in G10:
@baarahk
@al_maldives
@illathhassan
@nafee77
@inishwan
@alihashimsmith1
@faixal
@weiredmv
@mrsays_
@sharaff__


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