#FlattenTheCurve, Twitter, 5/22/2020 10:57:27 PM, 227092


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#FlattenTheCurve_2020-05-22_00-50-13.xlsx
#FlattenTheCurve_2020-05-22_00-50-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 22, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3cVxOZB
@shamikaravi
@alexmarlow
@ooaswaho
@epidalert
@gp_commsafety
@modibbo247
@mbimi_nasu
@nygovcuomo
@profakinabayomi
@realdonaldtrump

Top hashtags:
#flattenthecurve
#covid19
#covid19india
#dailyupdate
#coronavirus

Description:
Description
The graph represents a network of 5,141 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 Friday, 22 May 2020 at 07:51 UTC.

The requested start date was Wednesday, 20 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, 22-hour, 53-minute period from Monday, 18 May 2020 at 01:00 UTC to Tuesday, 19 May 2020 at 23:54 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 : 5141
Unique Edges : 2380
Edges With Duplicates : 7406
Total Edges : 9786
Number of Edge Types : 5
Retweet : 3209
MentionsInRetweet : 3862
Tweet : 1529
Mentions : 1003
Replies to : 183
Self-Loops : 1600
Reciprocated Vertex Pair Ratio : 0.00986842105263158
Reciprocated Edge Ratio : 0.0195439739413681
Connected Components : 1310
Single-Vertex Connected Components : 641
Maximum Vertices in a Connected Component : 563
Maximum Edges in a Connected Component : 1195
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.492308
Graph Density : 0.000174268507466866
Modularity : 0.51428
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,141 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 Friday, 22 May 2020 at 07:51 UTC.

The requested start date was Wednesday, 20 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, 22-hour, 53-minute period from Monday, 18 May 2020 at 01:00 UTC to Tuesday, 19 May 2020 at 23:54 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:
[129] http://hotpagenews.com
[18] https://www.zazzle.com/space_quote_in_cosmic_cosmos_starry_universe_cloth_face_mask-256324891075217758
[14] http://simuland.exeter.ac.uk
[14] https://www.youtube.com/watch?v=uTooQC06GT4&feature=youtu.be

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

[12] http://smartdissent.com/article/trumps-trade-policy-harming-us-fight-against-covid-19
[10] https://amazon.com/author/lindajameson
[9] https://www.linkedin.com/slink?code=g3HDa72
[7] https://www.freshdaily.ca/news/2020/05/canada-us-border-closure-extended-june/
[6] https://carpha.org/What-We-Do/Public-Health/Novel-Coronavirus

Top URLs in Tweet in G1:
[5] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[4] https://www.mobotix.com/index.php/en/products/thermographic-cameras
[4] https://www.carryonwithkids.com/shop
[4] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[3] https://twitter.com/billmckibben/status/1262174121644916737
[3] https://streamlabs.com/doggerry/p/home/
[3] Mate
[2] https://twitter.com/TrueFactsStated/status/1262368442327412737
[2] https://www.propublica.org/article/two-coasts-one-virus-how-new-york-suffered-nearly-10-times-the-number-of-deaths-as-california
[2] https://m.facebook.com/story.php?story_fbid=192284641876468&id=346937065399354&sfnsn=mo&d=n&vh=e

Top URLs in Tweet in G2:
[3] https://threadreaderapp.com/thread/1262668808147304449.html

Top URLs in Tweet in G5:
[1] https://www.dvidshub.net/news/370174/indiana-guard-team-provides-crucial-support-frontline-guardsmen

Top URLs in Tweet in G6:
[1] https://twitter.com/DiamondKKai/status/1262749694423216131

Top URLs in Tweet in G7:
[1] https://twitter.com/ProfAkinAbayomi/status/1262416710553960448?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/ProfAkinAbayomi/status/1262382743436038148?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G8:
[1] https://www.cnbc.com/2020/05/19/coronavirus-wearing-a-mask-can-reduce-transmission-by-75percent-new-study-claims.html?__source=iosappshare%7Ccom.apple.UIKit.activity.PostToTwitter
[1] https://www.nytimes.com/2020/05/17/health/coronavirus-multisystem-fnflammatory-syndrome-children-teenagers.html?smid=tw-share
[1] https://twitter.com/docrocktex26/status/1253354324111101952
[1] https://theweek.com/speedreads/908390/researcher-says-reopens-may-1-there-clearly-coronavirus-rebound
[1] https://www.houstonchronicle.com/news/houston-texas/houston/article/coronavirus-strain-mutated-houston-covid-19-15260515.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[1] https://twitter.com/docrocktex26/status/1243213860275916802
[1] https://twitter.com/EricLiptonNYT/status/1252992282250313732
[1] https://www.popsci.com/story/health/poop-sewage-covid-19-coronavirus/

Top URLs in Tweet in G9:
[1] https://twitter.com/carlquintanilla/status/1262786140853153794
[1] https://twitter.com/swimswamnews/status/1262716549686796288
[1] https://twitter.com/swimswamnews/status/1262870047883698177
[1] https://twitter.com/kalyan_renuka/status/1262749804758568960
[1] https://sfbwmag.com/south-florida-congressman-fights-chinese-live-animal-markets/
[1] https://secure.everyaction.com/qoyBYtK7LkeDohfWJdvgzw2#
[1] https://twitter.com/govnedlamont/status/1262432622896197632
[1] https://twitter.com/JDanicich/status/1260047486338494464
[1] https://www.usatoday.com/story/news/politics/2020/05/13/coronavirus-testing-trump-claims-fact-check/3114599001/
[1] https://twitter.com/believe200866/status/1262362793698832390

Top URLs in Tweet in G10:
[1] https://twitter.com/HPA_MV/status/1262413302426206210

Top Domains
Top Domains in Tweet in Entire Graph:
[258] hotpagenews.com
[194] twitter.com
[106] instagram.com
[83] youtube.com
[39] linkedin.com
[23] zazzle.com
[21] facebook.com
[15] ac.uk
[12] smartdissent.com
[11] google.com

Top Domains in Tweet in G1:
[86] instagram.com
[73] twitter.com
[25] youtube.com
[18] linkedin.com
[9] facebook.com
[5] arcgis.com
[5] flooringdirecttexas.com
[4] mobotix.com
[4] dy.si
[4] carryonwithkids.com

Top Domains in Tweet in G2:
[3] threadreaderapp.com

Top Domains in Tweet in G5:
[1] dvidshub.net

Top Domains in Tweet in G6:
[1] twitter.com

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

Top Domains in Tweet in G8:
[3] twitter.com
[1] cnbc.com
[1] nytimes.com
[1] theweek.com
[1] houstonchronicle.com
[1] popsci.com

Top Domains in Tweet in G9:
[7] twitter.com
[1] sfbwmag.com
[1] everyaction.com
[1] usatoday.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3031] flattenthecurve
[1191] covid19
[505] covid19india
[494] dailyupdate
[468] coronavirus
[387] socialdistancing
[307] stayhome
[230] staysafe
[200] pandemic
[173] covid_19



Top Hashtags in Tweet in G1:
[776] flattenthecurve
[229] covid19
[113] stayhome
[113] socialdistancing
[109] coronavirus
[75] staysafe
[51] stayathome
[39] covid_19
[30] covid
[29] washyourhands

Top Hashtags in Tweet in G2:
[494] dailyupdate
[494] covid19india
[43] flattenthecurve
[1] flatteningthecurve
[1] flattenedthecurve
[1] coronavirus
[1] covid_19
[1] corona

Top Hashtags in Tweet in G3:
[189] flattenthecurve

Top Hashtags in Tweet in G4:
[121] newnormal
[1] flattenthecurve
[1] climatechange

Top Hashtags in Tweet in G5:
[29] covid19
[5] flattenthecurve
[2] worldhealthday
[2] letstalk
[1] wholeofnation
[1] stayhome
[1] socialdistancing
[1] wereinthistogether

Top Hashtags in Tweet in G6:
[95] flattenthecurve
[70] gautengcovid19
[37] covid19
[20] stayhomesa
[20] covid19insa
[11] staysafe
[8] savelives
[3] stayhome
[3] covid_19
[2] stayathome

Top Hashtags in Tweet in G7:
[65] flattenthecurve
[3] foragreaterlagos
[3] covid19
[2] lasg
[2] covid19lagos
[2] callofduty
[2] maskuplagos
[2] socialdistancing
[2] staysafe
[1] copingwithlockdown

Top Hashtags in Tweet in G8:
[68] flattenthecurve
[38] sciencematters
[38] facts
[10] staythefhome
[9] reopenny
[8] notdyingfordonaldorthedow
[6] covid19
[4] coronaviruses
[3] presidentplump
[3] wearamaskitssafer

Top Hashtags in Tweet in G9:
[46] flattenthecurve
[14] covid19
[10] doctors
[10] soldiersonvisa
[10] america
[10] s948
[9] hwra
[9] healthcareworkforceresilienceact
[4] weneedavaccine
[4] reopennj

Top Hashtags in Tweet in G10:
[78] covid19
[1] stayhome
[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:
[776] #flattenthecurve
[229] #covid19
[113] #stayhome
[113] #socialdistancing
[109] #coronavirus
[107] 19
[92] covid
[75] #staysafe
[58] home
[57] cases

Top Words in Tweet in G2:
[1165] cases
[603] active
[594] shamikaravi
[500] rate
[496] growth
[494] #dailyupdate
[494] #covid19india
[494] total
[494] exceeded
[494] 1lakh

Top Words in Tweet in G3:
[189] ve
[189] tweeted
[189] #flattenthecurve
[189] don
[189] open
[189] flat
[189] re
[189] full
[189] shit
[188] alexmarlow

Top Words in Tweet in G4:
[121] still
[121] trying
[121] wrap
[121] head
[121] around
[121] #newnormal
[121] less
[121] travel
[121] more
[121] cooking

Top Words in Tweet in G5:
[117] deptofdefense
[93] going
[93] gets
[93] tough
[93] service
[93] members
[93] tougher
[93] check
[93] wvnationalguard
[93] guardsmen

Top Words in Tweet in G6:
[95] #flattenthecurve
[70] #gautengcovid19
[63] gp_commsafety
[39] mask
[37] #covid19
[30] put
[29] dirty
[27] covid
[27] 19
[26] pull

Top Words in Tweet in G7:
[65] #flattenthecurve
[58] profakinabayomi
[58] bosuntijani
[57] live
[57] instagram
[57] eienigeria
[39] next
[39] hours
[39] discuss
[19] join

Top Words in Tweet in G8:
[68] #flattenthecurve
[49] docrocktex26
[42] nytimes
[38] straight
[38] fire
[38] veins
[38] teen
[38] battles
[38] covid
[38] syndrome

Top Words in Tweet in G9:
[46] #flattenthecurve
[17] govmurphy
[15] realdonaldtrump
[14] #covid19
[11] stop
[10] #doctors
[10] #soldiersonvisa
[10] proud
[10] serve
[10] #america

Top Words in Tweet in G10:
[78] exponential
[78] growth
[78] #covid19
[78] cases
[78] stretched
[78] advanced
[78] health
[78] systems
[78] beyond
[78] capacity

Top Word Pairs
Top Word Pairs in Tweet in G2:
[82] active,cases
[62] #dailyupdate,#covid19india
[37] #covid19india,total
[36] total,cases
[28] cases,exceeded
[28] exceeded,1lakh
[22] 1lakh,growth
[20] growth,rate
[19] rate,active
[18] cases,doubling

Top Word Pairs in Tweet in G3:
[603] ve,tweeted
[494] tweeted,#flattenthecurve
[494] #flattenthecurve,don
[494] don,open
[494] open,flat
[494] flat,re
[494] re,full
[494] full,shit
[494] alexmarlow,ve

Top Word Pairs in Tweet in G4:
[189] still,trying
[189] trying,wrap
[189] wrap,head
[189] head,around
[189] around,#newnormal
[189] #newnormal,less
[189] less,travel
[189] travel,more
[188] more,cooking
[] cooking,fundamentals

Top Word Pairs in Tweet in G5:
[121] going,gets
[121] gets,tough
[121] tough,service
[121] service,members
[121] members,tougher
[121] tougher,check
[121] check,wvnationalguard
[121] wvnationalguard,guardsmen
[121] guardsmen,doing
[121] deptofdefense,going

Top Word Pairs in Tweet in G6:
[93] #gautengcovid19,#flattenthecurve
[93] covid,19
[93] pull,below
[93] wearing,mask
[93] mask,incorrectly
[93] incorrectly,put
[93] put,others
[93] others,risk
[93] risk,#covid19
[92] #covid19,pull

Top Word Pairs in Tweet in G7:
[51] live,instagram
[27] next,hours
[26] hours,live
[25] instagram,eienigeria
[25] eienigeria,bosuntijani
[25] bosuntijani,discuss
[25] discuss,#flattenthecurve
[25] profakinabayomi,next
[25] instagram,bosuntijani
[25] bosuntijani,eienigeria

Top Word Pairs in Tweet in G8:
[57] straight,fire
[39] fire,veins
[39] veins,teen
[39] teen,battles
[39] battles,covid
[39] covid,syndrome
[39] syndrome,nytimes
[37] nytimes,#sciencematters
[18] #sciencematters,#facts
[18] #facts,#flattenthecurve

Top Word Pairs in Tweet in G9:
[38] #soldiersonvisa,proud
[38] proud,serve
[38] #america,#flattenthecurve
[38] #doctors,#hwra
[38] #hwra,#healthcareworkforceresilienceact
[38] #healthcareworkforceresilienceact,#soldiersonvisa
[38] serve,#covid19
[38] #covid19,#america
[38] #flattenthecurve,#s948
[38] kalyan_renuka,#doctors

Top Word Pairs in Tweet in G10:
[10] exponential,growth
[10] growth,#covid19
[10] #covid19,cases
[9] cases,stretched
[9] stretched,advanced
[9] advanced,health
[9] health,systems
[9] systems,beyond
[9] beyond,capacity
[7] capacity,right

Top Replied-To
Top Replied-To in Entire Graph:
@govmurphy
@icegov
@weekendargus
@timpatalpostma
@nationalpost
@yvrobserver
@cagovernor
@cp24
@judgeclayj
@realdonaldtrump

Top Replied-To in G2:
@shamikaravi

Top Replied-To in G7:
@bosuntijani

Top Replied-To in G8:
@nygovcuomo
@nycmayor

Top Replied-To in G9:
@govmurphy
@cagovernor
@realdonaldtrump
@vijayswamidass
@capublichealth
@gop
@kharyp
@aimeedrn
@govnedlamont
@realcandaceo

Top Mentioned
Top Mentioned in Entire Graph:
@shamikaravi
@alexmarlow
@mariansalzman
@deptofdefense
@wvnationalguard
@clarasjewelry
@mabrouq
@gp_commsafety
@judgeclayj
@profakinabayomi

Top Mentioned in G1:
@flooringdirectx
@ginger_exchange
@regionofdurham
@hudsonreghealth
@wqbelle
@iramey
@dennothefamous
@s2sprcomms
@evelittlepage

Top Mentioned in G2:
@shamikaravi
@pmoindia
@narendramodi
@drharshvardhan
@nitiaayog
@muditkapoor

Top Mentioned in G3:
@alexmarlow

Top Mentioned in G4:
@mariansalzman

Top Mentioned in G5:
@deptofdefense
@wvnationalguard
@inguardsman
@usairforce
@cia

Top Mentioned in G6:
@gp_commsafety
@epidalert
@citytshwane
@a_re_yeng
@tshwanebus2
@healthparl
@sapoliceservice
@medi_response

Top Mentioned in G7:
@profakinabayomi
@instagram
@eienigeria
@bosuntijani
@fmohnigeria
@jidesanwoolu
@drobafemihamzat
@jokesanwoolu
@aproko_doctor
@ncdcgov

Top Mentioned in G8:
@docrocktex26
@nytimes
@nygovcuomo
@nycmayor
@chooglin1
@besimche101
@houstonchron
@musicreviewer7
@theweek
@rvenkayya

Top Mentioned in G9:
@realdonaldtrump
@kalyan_renuka
@cagovernor
@gavinnewsom
@govmurphy
@martyirby
@scenesolife
@cccounty
@wearepaha
@stevedaines

Top Mentioned in G10:
@mabrouq

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jojokejohn
@cherokeesher2
@janromes
@baarahk
@saragomezaranci
@jewelrymandave
@cybersec_feeds
@bkindngood
@abscbnnews

Top Tweeters in G1:
@ladyboarder9669
@taiping2
@iramey
@evelittlepage
@deceitindrugs
@sashgirlvegas
@jimmybear2
@sbarrbrisebois
@curtisschin
@p_chidichimo3

Top Tweeters in G2:
@monty_chadha
@navroopsingh_
@n2r3ndr2
@vinodshadija
@vikas1689
@happanarinder
@redboybroken
@danceeatrepeat
@neergopal
@keshda

Top Tweeters in G3:
@lyndae222
@mummygirl
@rvogt1_cba
@cjstocksup
@lady1776
@lisaetter1
@ricphyl
@john_zealand
@lori_clydesdale
@elena77h

Top Tweeters in G4:
@mrtallerjerry
@mariansalzman
@ase714
@stolemypanda
@aker1919
@alliallis16
@amarafoster
@n_a1300
@valentin43222
@nouneey_11

Top Tweeters in G5:
@saragomezaranci
@k1a1zzz
@richfm39517086
@tres444
@franceafrik
@homefronthugs
@nmharley2
@berard_mike
@twitmo_inmate
@deardesigns

Top Tweeters in G6:
@cityofjoburgza
@scumezza
@snowstormyou
@_magamedze
@citytshwane
@sapoliceservice
@lwandontentesa
@kealite
@counle
@msleriat

Top Tweeters in G7:
@trafficbutter
@advsola
@dwatchnews
@badmanisdimka
@drolufunmilayo
@adeyemoadekunl2
@tijanihabeeb
@naijaflyingdr
@nathan10112
@okewuyioyeyemi

Top Tweeters in G8:
@tadrow
@docrocktex26
@begiiigiles
@tam_resist
@nytimes
@joy31608
@cnbc
@barbiewithatude
@jodzio
@rodriguez_linda

Top Tweeters in G9:
@kharyp
@serendipitydizl
@eugjhawk
@sensiblesmitty
@bretbaier
@hrtablaze
@dbongino
@realdonaldtrump
@flipazblue
@mamacolandene

Top Tweeters in G10:
@baarahk
@ishagshafeeg
@ahmedmanik3
@dyingregime
@nautymatox
@reemadamibrahim
@dhonkalo
@ysirax
@shaaxibrahim
@aiiizzath