#FlattenTheCurve, Twitter, 5/7/2020 1:40:24 PM, 226295


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#FlattenTheCurve_2020-05-07_00-50-13.xlsx
#FlattenTheCurve_2020-05-07_00-50-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 07, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2YHsPXT
@govmurphy
@katrina_wiser
@shamikaravi
@anouilh
@rajeevrumale
@gardainfo
@poorvika_mobile
@m50dublin
@judgeclayj
@marcorubio

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

Description:
Description
The graph represents a network of 5,855 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, 07 May 2020 at 07:51 UTC.

The requested start date was Wednesday, 06 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 1-day, 15-hour, 25-minute period from Monday, 04 May 2020 at 08:34 UTC to Wednesday, 06 May 2020 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 : 5855
Unique Edges : 3289
Edges With Duplicates : 7597
Total Edges : 10886
Number of Edge Types : 5
Mentions : 1254
Tweet : 1449
Retweet : 3433
MentionsInRetweet : 4542
Replies to : 208
Self-Loops : 1502
Reciprocated Vertex Pair Ratio : 0.0118067978533095
Reciprocated Edge Ratio : 0.0233380480905233
Connected Components : 1418
Single-Vertex Connected Components : 634
Maximum Vertices in a Connected Component : 413
Maximum Edges in a Connected Component : 878
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.219253
Graph Density : 0.000165017416397935
Modularity : 0.561264
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 5,855 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, 07 May 2020 at 07:51 UTC.

The requested start date was Wednesday, 06 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 1-day, 15-hour, 25-minute period from Monday, 04 May 2020 at 08:34 UTC to Wednesday, 06 May 2020 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:
[14] https://www.youtube.com/watch?v=blFVNuZhil8&feature=youtu.be

[11] https://www.latimes.com/california/story/2020-04-29/all-l-a-residents-can-how-get-coronavirus-test-garcetti-says?fbclid=IwAR3DSLKxL7zZbcJ3fGWXuWSag3mcg47aTZM9aacWikiZsmzFfqmxu7KYuPY
[9] https://www.facebook.com/abantetonite/videos/3531619123518950/
[7] https://www.bosch-presse.de/pressportal/de/en/in-the-coronavirus-crisis-bosch-is-committed-to-both-technological-innovations-and-climate-action-210816.html
[6] https://vimeo.com/414349909
[6] https://www.canada.ca/en/public-health/services/publications/diseases-conditions/social-distancing.html
[6] https://slate.com/business/2020/03/democrats-republicans-coronavirus-trump.html
[6] https://www.iol.co.za/news/south-africa/gauteng/be-a-hero-join-us-in-making-10millionmasks-46999322
[5] https://twitter.com/sumanthraman/status/1257689210288398336
[5] https://www.youtube.com/watch?v=XMJ0EmMfb3U&feature=youtu.be


Top URLs in Tweet in G1:
[5] https://www.latimes.com/california/story/2020-04-29/all-l-a-residents-can-how-get-coronavirus-test-garcetti-says?fbclid=IwAR3DSLKxL7zZbcJ3fGWXuWSag3mcg47aTZM9aacWikiZsmzFfqmxu7KYuPY
[4] https://www.canada.ca/en/public-health/services/publications/diseases-conditions/social-distancing.html
[4] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[3] https://vimeo.com/414349909
[3] https://www.plazakia.com/
[2] https://twitter.com/rexchapman/status/1257416887245430787
[2] https://twitter.com/gavinnewsom/status/1257430890810146820
[2] https://youtu.be/uRbmwLuyIts
[2] https://www.youtube.com/watch?v=s7L2bC8Ff3I&feature=youtu.be

[2] https://www.unbossedapparel.com/

Top URLs in Tweet in G4:
[1] https://www.njtransit.com/covid19
[1] https://twitter.com/GovMurphy/status/1256633197418418176

Top URLs in Tweet in G5:
[1] https://twitter.com/shamikaravi/status/1257517207933853697

Top URLs in Tweet in G7:
[1] https://www.mygautrain.co.za/covid-19-measures-that-gautrain-has-implemented
[1] https://www.insurancechat.co.za/2020-05/media-briefing-on-stage-four-direction-on-health-and-safety-regulations/

Top URLs in Tweet in G8:
[1] https://twitter.com/JeremyDixonDJ/status/1257364991247867908
[1] https://twitter.com/coregan999/status/1257321941297328135
[1] https://twitter.com/simonharristd/status/1257239467380944896
[1] https://twitter.com/GardaTraffic/status/1256954585756971008
[1] https://twitter.com/svscarpino/status/1257356282123767815

Top URLs in Tweet in G9:
[6] https://www.iol.co.za/news/south-africa/gauteng/be-a-hero-join-us-in-making-10millionmasks-46999322
[1] https://twitter.com/amref_worldwide/status/1257233171692900353
[1] https://bit.ly/2Ri67Bo
[1] https://twitter.com/Amref_Kenya/status/1257213206440935425
[1] https://twitter.com/Amref_Kenya/status/1257269619326418944
[1] https://twitter.com/IREXintl/status/1257309352903340036
[1] https://twitter.com/Amref_Kenya/status/1257556024912994305
[1] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[1] https://twitter.com/USEmbZagreb/status/1257296448540082177
[1] https://twitter.com/gina_din/status/1257602175087378432

Top URLs in Tweet in G10:
[1] https://www.linkedin.com/content-guest/article/what-covid-19-teaches-us-climate-change-oliver-b%C3%A4te/
[1] https://twitter.com/peterbosshard/status/1257162746094686211

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3561] flattenthecurve
[1114] covid19
[502] socialdistancing
[451] stayhome
[370] coronavirus
[176] staysafe
[156] stayathome
[130] physicaldistancing
[106] covidー19
[78] auditogether



Top Hashtags in Tweet in G1:
[715] flattenthecurve
[192] covid19
[119] stayhome
[99] coronavirus
[70] socialdistancing
[61] stayathome
[58] staysafe
[34] covidー19
[31] washyourhands
[24] stopthespread

Top Hashtags in Tweet in G2:
[308] flattenthecurve

Top Hashtags in Tweet in G3:
[203] socialdistancing
[203] flattenthecurve
[2] poorvikamobiles
[2] covid19
[2] corona
[2] virus
[2] pandemic
[2] workfromhome
[2] stayhome
[2] staysafe

Top Hashtags in Tweet in G4:
[158] flattenthecurve
[5] covid19
[1] nj
[1] stopthespread
[1] socialdistancing

Top Hashtags in Tweet in G5:
[3] flattenthecurve
[1] covid19
[1] kerala
[1] covid

Top Hashtags in Tweet in G6:
[119] flattenthecurve
[77] auditogether
[77] stayhome
[35] backthefrontline
[3] covid19
[2] jnj

Top Hashtags in Tweet in G7:
[69] flattenthecurve
[51] gautengcovid19
[22] covid19
[4] gautrain
[4] stayathome
[3] stayathomesa
[2] covid19insa
[2] covid19southafrica
[1] stayhomesa
[1] handhygiene

Top Hashtags in Tweet in G8:
[21] operationfanacht
[20] flattenthecurve
[8] covid19
[5] washyourhands
[4] socialdistancing
[3] covidー19
[2] covid19ireland
[2] stayathomeandstaysafe
[1] stayathome
[1] stayingathome

Top Hashtags in Tweet in G9:
[42] flattenthecurve
[16] covid19
[11] covid19africa
[9] turkey
[9] antalyamuseum
[8] stopthespread
[7] viralkindness
[6] chws
[6] uncovid19brief
[6] makeyourmask

Top Hashtags in Tweet in G10:
[66] klimakrise
[61] co2
[15] flattenthecurve
[7] covidー19
[7] coronakrise
[2] klimaschutz
[2] globalwarming
[1] coronavirus
[1] climatechange
[1] corona

Top Words
Top Words in Tweet in Entire Graph:
[4479] Words in Sentiment List#1: Positive
[2083] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[115283] Non-categorized Words
[121847] Total Words
[3561] #flattenthecurve
[1120] #covid19
[501] #socialdistancing
[451] #stayhome
[370] #coronavirus

Top Words in Tweet in G1:
[716] #flattenthecurve
[192] #covid19
[119] #stayhome
[99] #coronavirus
[73] stay
[69] #socialdistancing
[69] home
[62] #stayathome
[58] #staysafe
[49] day

Top Words in Tweet in G2:
[308] march
[308] 15
[308] americans
[308] voluntarily
[308] helped
[308] #flattenthecurve
[308] six
[308] weeks
[308] later
[308] nyc

Top Words in Tweet in G3:
[203] distance
[203] makes
[203] stronger
[203] practice
[203] follow
[203] abide
[203] #socialdistancing
[203] part
[203] #flattenthecurve
[194] poorvika_mobile

Top Words in Tweet in G4:
[158] #flattenthecurve
[156] govmurphy
[94] keep
[94] safe
[92] knuckleheads
[91] attn
[91] distance
[62] listen
[62] don
[62] knucklehead

Top Words in Tweet in G5:
[128] recovery
[128] countries
[127] shamikaravi
[127] looking
[127] good
[127] germany
[127] skorea
[127] iran
[127] slow
[127] france

Top Words in Tweet in G6:
[119] #flattenthecurve
[77] #auditogether
[77] #stayhome
[75] audidemexico
[54] momento
[54] escuchar
[54] actuar
[54] aplanar
[54] curva
[54] estamos

Top Words in Tweet in G7:
[69] #flattenthecurve
[64] gp_commsafety
[51] #gautengcovid19
[40] social
[36] distancing
[30] staff
[29] community
[28] mall
[23] screening
[23] testing

Top Words in Tweet in G8:
[65] public
[64] health
[61] regulations
[55] until
[54] extended
[54] physical
[54] exercise
[54] within
[54] 5km
[54] residence

Top Words in Tweet in G9:
[42] #flattenthecurve
[16] amref_worldwide
[16] #covid19
[12] help
[11] take
[11] spread
[11] #covid19africa
[9] moh_kenya
[9] precautions
[9] stop

Top Words in Tweet in G10:
[75] die
[67] ppm
[66] #klimakrise
[66] 418
[66] atmosphäre
[61] oliver_krischer
[61] kschwanke
[61] #co2
[59] macht
[59] keine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[315] helped,#flattenthecurve
[310] march,15
[310] 15,americans
[310] americans,voluntarily
[310] voluntarily,helped
[310] #flattenthecurve,six
[310] six,weeks
[310] weeks,later
[310] later,nyc
[310] nyc,cops

Top Word Pairs in Tweet in G1:
[42] covid,19
[40] #stayhome,#flattenthecurve
[33] #flattenthecurve,#covid19
[31] stay,home
[30] help,#flattenthecurve
[27] stay,safe
[26] #staysafe,#flattenthecurve
[24] #flattenthecurve,#stayathome
[22] #coronavirus,#flattenthecurve
[21] #covid19,#flattenthecurve

Top Word Pairs in Tweet in G2:
[308] march,15
[308] 15,americans
[308] americans,voluntarily
[308] voluntarily,helped
[308] helped,#flattenthecurve
[308] #flattenthecurve,six
[308] six,weeks
[308] weeks,later
[308] later,nyc
[308] nyc,cops

Top Word Pairs in Tweet in G3:
[203] distance,makes
[203] makes,stronger
[203] stronger,practice
[203] practice,follow
[203] follow,abide
[203] abide,#socialdistancing
[203] #socialdistancing,part
[203] part,#flattenthecurve
[194] poorvika_mobile,distance
[194] #flattenthecurve,#poor

Top Word Pairs in Tweet in G4:
[92] keep,safe
[91] attn,knuckleheads
[91] knuckleheads,keep
[91] safe,distance
[91] distance,#flattenthecurve
[90] govmurphy,attn
[62] listen,govmurphy
[62] govmurphy,don
[62] don,knucklehead
[62] knucklehead,#flattenthecurve

Top Word Pairs in Tweet in G5:
[127] recovery,looking
[127] looking,countries
[127] countries,good
[127] good,germany
[127] germany,skorea
[127] skorea,iran
[127] iran,slow
[127] slow,france
[127] france,italy
[127] italy,spain

Top Word Pairs in Tweet in G6:
[77] #auditogether,#stayhome
[77] #stayhome,#flattenthecurve
[54] momento,escuchar
[54] escuchar,actuar
[54] actuar,aplanar
[54] aplanar,curva
[54] curva,estamos
[54] estamos,juntos
[54] juntos,#auditogether
[53] audidemexico,momento

Top Word Pairs in Tweet in G7:
[48] #gautengcovid19,#flattenthecurve
[35] social,distancing
[20] city,health
[20] health,staff
[19] staff,following
[19] following,areas
[19] areas,part
[19] part,mass
[19] mass,community
[19] community,based

Top Word Pairs in Tweet in G8:
[64] public,health
[61] health,regulations
[54] regulations,extended
[54] extended,until
[54] physical,exercise
[54] exercise,within
[54] within,5km
[54] 5km,residence
[53] until,18may
[53] 18may,physical

Top Word Pairs in Tweet in G9:
[9] take,precautions
[9] precautions,stop
[9] stop,spread
[9] spread,asklepios
[9] asklepios,statue
[9] statue,antalya
[9] antalya,museum
[9] museum,#turkey
[9] #turkey,#antalyamuseum
[8] turkishmuseums,take

Top Word Pairs in Tweet in G10:
[66] die,#klimakrise
[66] 418,ppm
[59] oliver_krischer,die
[59] #klimakrise,macht
[59] macht,keine
[59] keine,pause
[59] pause,kschwanke
[59] kschwanke,setzt
[59] setzt,neuen
[59] neuen,schlimmen

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@govmikedewine
@senatordurbin
@gavinnewsom
@gp_commsafety
@bucksexton
@washingtonpost
@ecomemory1
@govinslee
@cagovernor

Top Replied-To in G1:

Top Replied-To in G4:
@njtransit
@jka2020_2030
@rishhhp

Top Replied-To in G7:
@gp_commsafety

Top Replied-To in G8:
@cmoireland
@higginsdavidw

Top Replied-To in G9:
@narendramodi
@who

Top Replied-To in G10:
@agilealtruist
@kschwanke
@lichte_gestalt

Top Mentioned
Top Mentioned in Entire Graph:
@katrina_wiser
@poorvika_mobile
@govmurphy
@shamikaravi
@youralberta
@cmoh_alberta
@audidemexico
@l_dipaolo
@oliver_krischer
@kschwanke

Top Mentioned in G1:
@flooringdirectx
@regionofdurham
@thejusticedesk
@ultragreenco
@nyahmanbushman
@infogix
@ginger_exchange
@agaymansdiary
@kstrykerlbi

Top Mentioned in G2:
@katrina_wiser

Top Mentioned in G3:
@poorvika_mobile
@sureshpoorvika

Top Mentioned in G4:
@govmurphy
@l_dipaolo
@njtransit
@ltgovoliver
@firstladynj
@njgov
@njtran
@heavenlyblue67
@kathiemainzer
@judgeclayj

Top Mentioned in G5:
@shamikaravi
@govmurphy

Top Mentioned in G6:
@audidemexico
@jnjglobalhealth
@autotrader_com

Top Mentioned in G7:
@gp_commsafety
@cityofct
@presidencyza
@thegautrain
@faithmazibukosa
@shoprite_sa
@jacobmamabolosa
@picknpay
@gpdrt_
@postofficesa

Top Mentioned in G8:
@gardainfo
@gardatraffic
@hselive
@ambulancenas
@waterfordamb
@hpsc
@hpscireland
@nbgglasnevin
@merrionstreet
@life_beo

Top Mentioned in G9:
@who
@un
@amref_worldwide
@moh_kenya
@turkishmuseums
@destalakew
@whoafro
@talenthouse
@bizfightscorona
@copiakenya

Top Mentioned in G10:
@oliver_krischer
@kschwanke
@allianz
@urgewald
@sebastianwaiter
@kachelmann
@matthiasgrimm7
@tagesthemen
@rahmstorf
@marshglobal

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@leratomannya
@evankirstel
@debilu2
@jver1
@homegypsy
@soniaerasmus
@thehill
@qbankendy
@capecodgiftshop

Top Tweeters in G1:
@ladyboarder9669
@spencerkarter
@bayernuhr
@cgduck5
@calgarytransit
@juliacsk
@heydyubz
@folushaw
@charliebadger99
@davidkaib

Top Tweeters in G2:
@jver1
@soniaerasmus
@reneecarrollaz
@usatopguns
@rmack2x
@janiek13
@joeyyeo13
@dsdr2011
@mboksr_maga
@gbroh10

Top Tweeters in G3:
@meladalklimat
@naattuvarthakal
@poorvika_mobile
@vinothr53769614
@pugazh0711
@apxvignesh
@miz_mukesh
@subhanafnankha
@yuvarajjeevanb1
@maduraipuli

Top Tweeters in G4:
@jayoung1892
@thomas_195813
@taterpie
@babymaxxx
@bwave77
@the_amphibian
@itsbribri30
@hillbeverlyhill
@giannajax
@karaswisher

Top Tweeters in G5:
@chriskirouac
@sootradhar
@resistancesean
@eplnewssoccer
@petuniasforever
@oldwac1
@jdignum
@seculartrainee
@vivekkumarnain
@mikko4216

Top Tweeters in G6:
@minervaelenagl2
@apachegirl29
@_trina_maria_
@flipsville
@_strate
@helena_cabello1
@martinmavenjina
@jyotsna2964
@espiritutiflaut
@patamador1

Top Tweeters in G7:
@alettaha
@_theycallmegift
@nkosi___
@_arrivealive
@moesuttle
@lavitosoul
@cityofct
@populistmorons
@picknpay
@marinavanzyl

Top Tweeters in G8:
@jlm_86
@pmacgiollabhain
@injtokyo
@rtenews
@rotorblur
@mneylon
@locstitches
@lapps100
@livedrive
@mcgeeteresa26

Top Tweeters in G9:
@citizentvkenya
@ntvkenya
@tzdiscovery
@aajtak
@iol
@k24tv
@sukesh99475574
@thestarkenya
@cayhane_e
@un

Top Tweeters in G10:
@lars9596
@kachelmann
@hanslak
@engelgert
@postnormalera
@davepermen
@seidenstrasse
@komet81
@peterrula
@ergroovt


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