#FlattenTheCurve, Twitter, 6/8/2020 7:51:48 PM, 228952


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#FlattenTheCurve_2020-06-08_00-54-49.xlsx
#FlattenTheCurve_2020-06-08_00-54-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 08, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3f7LfpF
@gretathunberg
@docassar
@boschglobal
@who
@mohfw_india
@yoloiitb
@meladalklimat
@rohitinfo02
@sherbah46958042
@narendramodi

Top hashtags:
#flattenthecurve
#stayathome
#climatestrikeonline
#fridaysforfuture

Description:
Description
The graph represents a network of 5,090 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, 08 June 2020 at 07:56 UTC.

The requested start date was Monday, 08 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, 6-hour, 59-minute period from Thursday, 04 June 2020 at 05:08 UTC to Sunday, 07 June 2020 at 12:07 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 : 5090
Unique Edges : 1997
Edges With Duplicates : 8173
Total Edges : 10170
Number of Edge Types : 5
Retweet : 3561
MentionsInRetweet : 4161
Tweet : 1165
Replies to : 190
Mentions : 1093
Self-Loops : 1196
Reciprocated Vertex Pair Ratio : 0.0103777501037775
Reciprocated Edge Ratio : 0.0205423171733772
Connected Components : 917
Single-Vertex Connected Components : 461
Maximum Vertices in a Connected Component : 2247
Maximum Edges in a Connected Component : 4727
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.394991
Graph Density : 0.000187931827227801
Modularity : 0.47668
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,090 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, 08 June 2020 at 07:56 UTC.

The requested start date was Monday, 08 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, 6-hour, 59-minute period from Thursday, 04 June 2020 at 05:08 UTC to Sunday, 07 June 2020 at 12:07 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:
[64] http://hotpagenews.com
[9] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[8] https://twitter.com/betsymullen/status/1268108788671733760?s=20
[8] https://www.linkedin.com/slink?code=eNxRKsY
[7] https://www.canada.ca/en/public-health/services/diseases/coronavirus-disease-covid-19/resources-youth-students.html
[6] https://linktr.ee/stay6ftapart
[6] https://twitter.com/AdamParkhomenko/status/1268722555084591105
[5] https://www.canada.ca/en/transport-canada/news/2020/03/new-measures-for-covid-19-response.html
[5] https://streamlabs.com/doggerry/p/home/
[4] https://twitter.com/brandondarby/status/1269379750465806338

Top URLs in Tweet in G2:
[9] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[8] https://www.linkedin.com/slink?code=eNxRKsY
[6] https://linktr.ee/stay6ftapart
[3] https://hero-ticket.web.app/
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[3] https://www.carryonwithkids.com/shop
[3] https://twitter.com/brandondarby/status/1269379750465806338
[3] https://www.worldometers.info/coronavirus/country/us/
[2] https://pickthereview.blogspot.com/2020/06/the-end-of-healthcare.html
[2] https://groco.com/COMPANY/COVID-19-RESOURCE-CENTER/

Top URLs in Tweet in G3:
[1] https://twitter.com/nacotweets/status/1268928209707511809
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/diy-cloth-face-coverings.html
[1] https://twitter.com/JudgeClayJ/status/1268624361495375874

Top URLs in Tweet in G5:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228788
[1] https://twitter.com/timesofindia/status/1269167573528010753
[1] https://www.testnebraska.com/en
[1] https://www.testnebraska.com/es
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228723
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228717

Top URLs in Tweet in G6:
[1] https://twitter.com/GGJNetwork/status/1268800312598503425
[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/WeAreOneAfrica/status/1269246035597185024
[1] https://twitter.com/MOH_Kenya/status/1268460803117715458
[1] https://twitter.com/Amref_Kenya/status/1268833997834027010
[1] https://amref.org/coronavirus/donate/
[1] https://twitter.com/YouthActKE/status/1268597393081147393
[1] https://twitter.com/MADACI_ke/status/1268518325237284864

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

Top URLs in Tweet in G8:
[1] https://twitter.com/farhanmohamed/status/1268959486795866112
[1] https://www.youtube.com/watch?v=2MtrxU0c458&feature=youtu.be

[1] http://archive.vn/50A5i
[1] https://twitter.com/WyseMeter/status/1268923906372616198
[1] https://twitter.com/andy_utoronto/status/1268597473720877061

Top URLs in Tweet in G9:
[1] https://www.cnn.com/2020/06/05/world/coronavirus-cases-rising-faster-intl/index.html
[1] https://www.wivb.com/news/local-news/buffalo/suspended-buffalo-police-officers-expected-to-be-arraigned/amp/
[1] https://chicago.suntimes.com/2020/6/1/21275944/chicago-weekend-shootings-most-violent-weekend-2020-may-29-june-1
[1] https://twitter.com/charliekirk11/status/1263890421823893504
[1] https://www.washingtonpost.com/opinions/why-so-many-americans-ignore-pandemic-protocols/2020/06/04/03c0e52a-a423-11ea-898e-b21b9a83f792_story.html
[1] https://twitter.com/Craig_A_Spencer/status/1268573943612559361
[1] https://www.youtube.com/watch?v=VfYSQwAl7Rk&feature=youtu.be

[1] https://www.nj.com/coronavirus/2020/06/gov-murphy-to-nj-protestors-i-think-you-should-get-tested-for-coronavirus.html
[1] https://twitter.com/govmurphy/status/1268952523865497601
[1] https://www.change.org/p/phil-murphy-allow-competitive-swimmers-back-in-the-pool?use_react=false&expired_session=true

Top URLs in Tweet in G10:
[1] https://docs.google.com/forms/d/16DF8h8K4PYfJD1f4HQ9sa9Xwz0fNu_YHTGBtSltesAs/edit?usp=sharing

Top Domains
Top Domains in Tweet in Entire Graph:
[239] twitter.com
[128] hotpagenews.com
[49] instagram.com
[31] linkedin.com
[26] youtube.com
[16] canada.ca
[11] coviz.org
[11] google.com
[9] arcgis.com
[8] bit.ly

Top Domains in Tweet in G2:
[69] twitter.com
[42] instagram.com
[25] linkedin.com
[9] arcgis.com
[8] youtube.com
[6] linktr.ee
[5] google.com
[5] blogspot.com
[4] facebook.com
[3] thehindu.com

Top Domains in Tweet in G3:
[2] twitter.com
[1] cdc.gov

Top Domains in Tweet in G5:
[4] nodexlgraphgallery.org
[2] testnebraska.com
[1] twitter.com

Top Domains in Tweet in G6:
[16] twitter.com
[2] change.org
[1] amref.org

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

Top Domains in Tweet in G8:
[3] twitter.com
[1] youtube.com
[1] archive.vn

Top Domains in Tweet in G9:
[4] twitter.com
[1] cnn.com
[1] wivb.com
[1] suntimes.com
[1] washingtonpost.com
[1] youtube.com
[1] nj.com
[1] change.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3919] flattenthecurve
[1941] stayathome
[1805] climatestrikeonline
[1801] fridaysforfuture
[1790] schoolstrike4climate
[715] covid19
[304] socialdistancing
[266] coronavirus
[257] stayhome
[173] mask



Top Hashtags in Tweet in G1:
[1741] climatestrikeonline
[1740] stayathome
[1740] fridaysforfuture
[1736] flattenthecurve
[1735] 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:
[582] flattenthecurve
[177] covid19
[82] socialdistancing
[81] stayhome
[77] coronavirus
[67] staysafe
[29] covid
[26] stopthespread
[25] workfromhome
[21] stayathome

Top Hashtags in Tweet in G3:
[8] flattenthecurve
[5] covid19
[2] stayhomesavelives
[1] chaffeecountyco
[1] reawakening
[1] countiesmatter
[1] doingmypartco
[1] covidー19
[1] sarscov2
[1] coronavirus

Top Hashtags in Tweet in G4:
[101] mask
[19] dyk
[6] flattenthecurve
[3] docshealth
[2] climatestrikeonline
[2] stayathome
[2] fridaysforfuture
[2] schoolstrike4climate
[1] covid19
[1] kernelofinnovation

Top Hashtags in Tweet in G5:
[102] flattenthecurve
[42] gautengcovid19
[27] covid_19
[18] covid19
[14] necovid19
[12] sanitizingtaxis
[7] omaha
[5] thursdaythoughts
[4] inthistogether
[3] pointsmen

Top Hashtags in Tweet in G6:
[77] flattenthecurve
[27] endsgbv
[24] zuiazogo
[20] covid19
[16] endgbv
[12] tubongeshow
[11] dalbitkenya
[10] 2bongethursday
[9] weareoneafrica
[5] covid19africa

Top Hashtags in Tweet in G7:
[97] navajonation
[4] flattenthecurve
[4] navajostrong
[3] teamtee

Top Hashtags in Tweet in G8:
[33] flattenthecurve
[8] unlock1
[8] coronaupdatesindia
[6] covid19
[3] socialdistancing
[3] stayhome
[3] covid
[3] covidー19
[2] ontario
[2] indiafightscorona

Top Hashtags in Tweet in G9:
[49] flattenthecurve
[39] covid19
[9] stayhome
[7] stayathome
[5] coronavirus
[5] blacklivesmatter
[5] covid_19
[4] pandemie
[3] socialdistancing
[3] covidsafe

Top Hashtags in Tweet in G10:
[48] covid19
[7] flattenthecurve
[4] stayhome
[4] stayhomestaysafe
[4] covid19maldives
[1] maldives
[1] traceekee

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:
[1741] #climatestrikeonline
[1740] #stayathome
[1740] #fridaysforfuture
[1738] week
[1737] school
[1737] strike
[1736] #flattenthecurve
[1735] #schoolstrike4climate
[1728] gretathunberg
[1712] 94

Top Words in Tweet in G2:
[581] #flattenthecurve
[177] #covid19
[82] #socialdistancing
[81] #stayhome
[77] #coronavirus
[67] #staysafe
[56] help
[54] covid
[52] cases
[48] people

Top Words in Tweet in G3:
[298] cases
[162] judgeclayj
[149] dchhs
[148] 285
[148] death
[148] record
[147] number
[147] covid
[147] 19
[146] reports

Top Words in Tweet in G4:
[101] stacking
[101] folding
[101] cutting
[101] fully
[101] automated
[101] #mask
[101] production
[101] lines
[101] allowing
[101] produce

Top Words in Tweet in G5:
[102] #flattenthecurve
[42] #gautengcovid19
[41] gp_commsafety
[33] covid
[33] 19
[28] please
[27] #covid_19
[25] over
[21] nedhhs
[20] positive

Top Words in Tweet in G6:
[77] #flattenthecurve
[72] gbv
[52] women
[46] lisamaryanne03
[44] ggjnetwork
[43] survivors
[40] sgbv
[31] today
[29] children
[29] madaci_ke

Top Words in Tweet in G7:
[97] 175
[97] 000
[97] washable
[97] face
[97] masks
[97] enroute
[97] #navajonation
[97] speak
[97] one
[97] each

Top Words in Tweet in G8:
[33] #flattenthecurve
[20] र
[12] क
[12] न
[12] स
[10] fordnation
[9] drswatishow
[8] time
[8] dr
[8] #unlock1

Top Words in Tweet in G9:
[49] #flattenthecurve
[39] #covid19
[24] county
[23] tracker
[17] ca
[17] region
[16] pacotorresca
[14] pandemic
[12] finally
[11] inland

Top Words in Tweet in G10:
[134] people
[80] more
[48] #covid19
[47] national
[47] task
[47] force
[45] abdulla_shahid
[40] given
[40] permits
[40] time

Top Word Pairs
Top Word Pairs in Tweet in G2:
[1737] covid,19
[1737] #socialdistancing,#flattenthecurve
[1737] #covid19,#flattenthecurve
[1737] wear,face
[1734] social,distancing
[1733] face,mask
[1727] spread,coronavirus
[1712] reduce,spread
[1712] #coronavirus,#flattenthecurve
[7] #covid19,#coronavirus

Top Word Pairs in Tweet in G3:
[39] 285,cases
[36] cases,death
[35] covid,19
[28] dchhs,reports
[28] reports,285
[21] death,today
[21] today,saw
[20] saw,highest
[19] highest,number
[19] number,cases

Top Word Pairs in Tweet in G4:
[148] stacking,folding
[148] folding,cutting
[147] cutting,fully
[146] fully,automated
[146] automated,#mask
[146] #mask,production
[146] production,lines
[146] lines,allowing
[146] allowing,produce
[146] produce,masks

Top Word Pairs in Tweet in G5:
[101] #gautengcovid19,#flattenthecurve
[101] covid,19
[101] weren,finding
[101] finding,over
[101] over,80
[101] 80,positive
[101] positive,cases
[101] cases,asymptomatic
[101] asymptomatic,delhi
[101] delhi,till

Top Word Pairs in Tweet in G6:
[35] women,children
[33] stigma,surrounding
[17] madaci_ke,#flattenthecurve
[17] survivors,gbv
[17] #endsgbv,#endgbv
[17] #flattenthecurve,many
[17] many,women
[17] children,survivors
[17] gbv,depend
[17] depend,perpetrators

Top Word Pairs in Tweet in G7:
[24] 175,000
[24] 000,washable
[23] face,masks
[17] masks,enroute
[13] enroute,#navajonation
[13] #navajonation,speak
[13] speak,one
[13] one,each
[13] each,resident
[13] resident,generous

Top Word Pairs in Tweet in G8:
[97] र,न
[97] join,dr
[97] dr,swati
[97] swati,maheshwari
[97] maheshwari,saturday
[97] saturday,00pm
[97] 00pm,fb
[97] fb,live
[97] live,answers
[97] answers,questions

Top Word Pairs in Tweet in G9:
[8] #covid19,ca
[7] ca,region
[7] region,county
[7] county,tracker
[7] pacotorresca,#covid19
[7] #stayhome,#flattenthecurve
[7] central,valley
[7] lower,central
[7] tracker,milestone
[7] milestone,reached

Top Word Pairs in Tweet in G10:
[17] national,task
[17] task,force
[17] force,#covid19
[17] abdulla_shahid,national
[16] #covid19,more
[9] more,people
[9] people,given
[8] given,permits
[7] permits,more
[7] more,time

Top Replied-To
Top Replied-To in Entire Graph:
@drzwelimkhize
@govmurphy
@cp24
@realjacobdee
@anandkumar04
@timpatalpostma
@ctvnews
@realdonaldtrump
@pmoindia
@nytimes

Top Replied-To in G2:

Top Replied-To in G3:
@purdyblueline

Top Replied-To in G4:
@miriamsapere

Top Replied-To in G5:
@gp_commsafety
@pandemiccovid20
@jehangirrmalik
@pnpcbc

Top Replied-To in G6:
@ruraltoglobal
@ajabiowe

Top Replied-To in G7:
@maddogpac

Top Replied-To in G8:
@cp24
@realjacobdee
@ctvnews
@nytimes
@fordnation
@johntory
@tpsoperations
@jhartley152
@allabou82000935
@globalnews

Top Replied-To in G9:
@govmurphy
@realdonaldtrump
@lionelmedia
@bigredwavenow
@quingzora
@hannahthibedeau
@nygovcuomo
@queenbb30571035
@skynews
@vonderleyen

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@judgeclayj
@dchhs
@boschglobal
@maddogpac
@lisamaryanne03
@abdulla_shahid
@teamkenfm
@ggjnetwork
@gp_commsafety

Top Mentioned in G1:
@gretathunberg
@martelocris
@naomi_sts

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

Top Mentioned in G3:
@judgeclayj
@dchhs
@cdcgov
@nacotweets
@cocounties
@cdphe
@hhsgov
@parkland
@pccinnovation
@nttv_news

Top Mentioned in G4:
@boschglobal
@cornrefiners
@gretathunberg
@aligorman6abc
@6abc
@guidoradig

Top Mentioned in G5:
@gp_commsafety
@nedhhs
@omaha_scanner
@cricketaakash
@healthdouglasco
@trafficfreeflow
@jacobmamabolosa
@omahapolice
@gpdrt_

Top Mentioned in G6:
@lisamaryanne03
@ggjnetwork
@madaci_ke
@amref_worldwide
@youthactke
@youngmpskenya
@npsofficial_ke
@pemakenya
@straighttalkke
@kewopa

Top Mentioned in G7:
@maddogpac

Top Mentioned in G8:
@drswatishow
@fordnation
@abpnews
@torontocouncil
@topublichealth
@joe_cressy
@blog
@abpga
@nytimes
@styx666official

Top Mentioned in G9:
@pacotorresca
@realdonaldtrump
@nygovcuomo
@tgwn11
@lionelmedia
@repmarygonzalez
@govmurphy
@usaswimming
@nycmayor
@daphnemcw

Top Mentioned in G10:
@abdulla_shahid
@policemv
@kudanai
@acmaldives

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@oldlady12345
@gocoo_59
@gocoo
@jurylady5
@ns_online
@hrblock_21
@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
@onevoiceus
@kkfla737
@sabotagebeats
@1897j
@sbarrbrisebois
@robinmuirhead
@nchkhn0624

Top Tweeters in G3:
@dallasanalytics
@steampunkmuppet
@youdownwith_lnv
@jenmisstx
@temioarredondo
@cheaptarts
@nakesha_horsey
@wendynilsson
@brendajurgens3
@wylie_h_dallas

Top Tweeters in G4:
@oldlady12345
@hrblock_21
@onahunttoday
@beverly21811568
@sherbah46958042
@craybo23
@dhinakaranrajan
@18akgoyal
@turfline
@beverlynotmypre

Top Tweeters in G5:
@avinash49465394
@queenofretweet
@cci_network
@kele_tebza
@jeremyhl
@grassrootsdnc
@simacoder
@jeetofficial6
@citytshwane
@cricketaakash

Top Tweeters in G6:
@nrgradiokenya
@sadzibrahim
@nyoiketj
@shikohkihika
@estherpassaris
@siasaplace
@kelinkenya
@alvinmwangi254
@_straighttalktv
@kombemartha

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

Top Tweeters in G8:
@ndtv
@modifidbhaaarat
@timesnow
@slate
@economictimes
@aajtak
@ani
@nytimes
@zeenewsenglish
@the_hindu

Top Tweeters in G9:
@skynews
@washingtonpost
@lionelmedia
@sumoh7
@senhorraposa
@naattuvarthakal
@stellabystarlit
@talbertswan
@fscott24
@realdonaldtrump

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


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