#FlattenTheCurve, Twitter, 6/7/2020 9:08:57 PM, 228892


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#FlattenTheCurve_2020-06-07_00-53-19.xlsx
#FlattenTheCurve_2020-06-07_00-53-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 07, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2UhAYQ4
@gretathunberg
@docassar
@boschglobal
@naattuvarthakal
@sherbah46958042
@realdonaldtrump
@abdulla_shahid
@meladalklimat
@csiscanada
@healthdouglasco

Top hashtags:
#flattenthecurve
#stayathome
#climatestrikeonline

Description:
Description
The graph represents a network of 5,073 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 Sunday, 07 June 2020 at 07:54 UTC.

The requested start date was Sunday, 07 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, 3-hour, 24-minute period from Wednesday, 03 June 2020 at 08:48 UTC to Saturday, 06 June 2020 at 12:12 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 : 5073
Unique Edges : 2088
Edges With Duplicates : 8201
Total Edges : 10289
Number of Edge Types : 5
Mentions : 1113
Retweet : 3574
MentionsInRetweet : 4269
Tweet : 1148
Replies to : 185
Self-Loops : 1181
Reciprocated Vertex Pair Ratio : 0.0122523994282214
Reciprocated Edge Ratio : 0.0242081904377648
Connected Components : 920
Single-Vertex Connected Components : 448
Maximum Vertices in a Connected Component : 2196
Maximum Edges in a Connected Component : 4763
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.294428
Graph Density : 0.000192652572131424
Modularity : 0.480943
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,073 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 Sunday, 07 June 2020 at 07:54 UTC.

The requested start date was Sunday, 07 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, 3-hour, 24-minute period from Wednesday, 03 June 2020 at 08:48 UTC to Saturday, 06 June 2020 at 12:12 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:
[53] http://hotpagenews.com
[23] 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://twitter.com/AdamParkhomenko/status/1268722555084591105
[6] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[5] https://www.facebook.com/volunteerministersinafrica/videos/556299295076547/
[5] https://www.qualtrics.com/here-to-help/
[5] https://www.canada.ca/en/transport-canada/news/2020/03/new-measures-for-covid-19-response.html
[5] https://web.musc.edu/about/news-center/2020/06/02/heart-transplant-team-doesnt-skip-a-beat-during-covid

Top URLs in Tweet in G2:
[8] https://www.linkedin.com/slink?code=eNxRKsY
[6] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[5] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[3] https://hero-ticket.web.app/
[3] https://groco.com/COMPANY/COVID-19-RESOURCE-CENTER/
[2] https://my.wealthyaffiliate.com/authoring-writing-content/how-do-you-fight-covid-19/a_aid/28df9a2c
[2] https://590games.com/sm-FB
[2] https://linktr.ee/stay6ftapart
[2] https://www.demographie-netzwerk.de/aktuelles/e-learning-von-a-bis-z/
[2] https://pickthereview.blogspot.com/2020/06/the-end-of-healthcare.html

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 G4:
[5] https://www.facebook.com/volunteerministersinafrica/videos/556299295076547/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228717
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228788
[2] https://www.testnebraska.com/en
[2] https://www.testnebraska.com/es
[1] https://twitter.com/timesofindia/status/1269167573528010753
[1] https://www.scientology.org/staywell/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228723
[1] https://www.15andfairness.org/covid19_help_now?sp_ref=630656575.392.204638.t.0.2

Top URLs in Tweet in G5:
[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
[1] https://twitter.com/NjeriWaMigwi/status/1268556108345544704
[1] https://twitter.com/MADACI_ke/status/1268520265929154563
[1] https://www.change.org/p/zuia-zogo-end-the-shadow-pandemic-in-kenya-stop-sexual-and-gender-based-violence?recruiter=86397424&utm_source=share_petition&utm_campaign=petition_show&utm_medium=whatsapp&utm_content=bandit-starter_wa_share_content_en-ca:v5&recruited_by_id=b44dfaa2-c424-42b7-ac68-e4a172a15575
[1] https://twitter.com/Alvinmwangi254/status/1268583210851631104
[1] https://twitter.com/YouthActKE/status/1268567380806045697

Top URLs in Tweet in G6:
[1] https://docs.google.com/forms/d/16DF8h8K4PYfJD1f4HQ9sa9Xwz0fNu_YHTGBtSltesAs/edit?usp=sharing

Top URLs in Tweet in G8:
[2] https://maddogpac.com/pages/shop-home

Top URLs in Tweet in G9:
[7] https://www.canada.ca/en/public-health/services/diseases/coronavirus-disease-covid-19/resources-youth-students.html
[5] https://www.canada.ca/en/transport-canada/news/2020/03/new-measures-for-covid-19-response.html
[3] https://www.tc.gc.ca/en/initiatives/covid-19-measures-updates-guidance-tc.html
[2] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/latest-travel-health-advice.html#f
[1] https://bit.ly/3bLZpet
[1] https://www.canada.ca/en/public-health/services/diseases/flu-influenza/fluwatcher.html
[1] https://travel.gc.ca/travelling/advisories
[1] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/latest-travel-health-advice.html#ua

Top URLs in Tweet in G10:
[1] https://chicago.suntimes.com/2020/6/1/21275944/chicago-weekend-shootings-most-violent-weekend-2020-may-29-june-1
[1] https://www.cnn.com/2020/06/05/world/coronavirus-cases-rising-faster-intl/index.html
[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://twitter.com/swimcoachmarsh/status/1268231247341350912
[1] https://www.change.org/p/phil-murphy-allow-competitive-swimmers-back-in-the-pool?use_react=false&expired_session=true

Top Domains
Top Domains in Tweet in Entire Graph:
[240] twitter.com
[106] hotpagenews.com
[55] instagram.com
[45] linkedin.com
[24] youtube.com
[16] canada.ca
[11] google.com
[10] facebook.com
[9] coviz.org
[8] org.za

Top Domains in Tweet in G2:
[55] twitter.com
[43] instagram.com
[32] linkedin.com
[6] youtube.com
[6] blogspot.com
[6] flooringdirecttexas.com
[5] google.com
[5] arcgis.com
[3] web.app
[3] facebook.com

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

Top Domains in Tweet in G4:
[6] nodexlgraphgallery.org
[5] facebook.com
[4] testnebraska.com
[1] twitter.com
[1] scientology.org
[1] 15andfairness.org

Top Domains in Tweet in G5:
[15] twitter.com
[2] change.org
[1] amref.org

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

Top Domains in Tweet in G8:
[2] maddogpac.com

Top Domains in Tweet in G9:
[16] canada.ca
[4] gc.ca
[1] bit.ly

Top Domains in Tweet in G10:
[5] twitter.com
[1] suntimes.com
[1] cnn.com
[1] washingtonpost.com
[1] youtube.com
[1] nj.com
[1] change.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3872] flattenthecurve
[1820] stayathome
[1732] climatestrikeonline
[1730] fridaysforfuture
[1719] schoolstrike4climate
[820] covid19
[301] socialdistancing
[246] stayhome
[230] coronavirus
[172] staysafe



Top Hashtags in Tweet in G1:
[1679] climatestrikeonline
[1679] fridaysforfuture
[1678] stayathome
[1674] schoolstrike4climate
[1674] flattenthecurve
[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:
[557] flattenthecurve
[166] covid19
[86] socialdistancing
[78] staysafe
[73] stayhome
[64] coronavirus
[29] workfromhome
[25] healthcare
[20] stayathome
[19] washyourhands

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:
[103] flattenthecurve
[36] gautengcovid19
[18] covid_19
[17] covid19
[14] necovid19
[13] sanitizingtaxis
[7] vmafrica
[7] gautengcares
[6] omaha
[5] thursdaythoughts

Top Hashtags in Tweet in G5:
[76] flattenthecurve
[26] endsgbv
[24] zuiazogo
[21] covid19
[15] endgbv
[12] tubongeshow
[11] dalbitkenya
[10] 2bongethursday
[8] weareoneafrica
[7] covid19africa

Top Hashtags in Tweet in G6:
[74] covid19
[6] flattenthecurve
[3] stayhome
[3] stayhomestaysafe
[3] covid19maldives
[1] maldives
[1] traceekee

Top Hashtags in Tweet in G7:
[73] mask
[14] dyk
[5] flattenthecurve
[3] docshealth
[1] covid19
[1] climatestrikeonline
[1] stayathome
[1] fridaysforfuture
[1] schoolstrike4climate
[1] kernelofinnovation

Top Hashtags in Tweet in G8:
[76] navajonation
[2] teamtee
[2] flattenthecurve
[2] navajostrong

Top Hashtags in Tweet in G9:
[78] covid19
[36] flattenthecurve
[18] fluwatchers
[18] flu
[11] dyk
[9] goc
[7] canada
[6] canadians
[5] publichealth
[4] epidemiology

Top Hashtags in Tweet in G10:
[46] flattenthecurve
[40] covid19
[8] stayhome
[6] stayathome
[5] blacklivesmatter
[5] covid_19
[5] coronavirus
[4] pandemie
[4] covidsafe
[4] covidー19

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:
[1679] #climatestrikeonline
[1679] #fridaysforfuture
[1678] #stayathome
[1675] week
[1674] school
[1674] strike
[1674] #schoolstrike4climate
[1674] #flattenthecurve
[1668] gretathunberg
[1656] 94

Top Words in Tweet in G2:
[556] #flattenthecurve
[166] #covid19
[86] #socialdistancing
[78] #staysafe
[73] #stayhome
[64] #coronavirus
[59] help
[58] covid
[55] 19
[44] home

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

Top Words in Tweet in G4:
[103] #flattenthecurve
[36] covid
[36] 19
[36] #gautengcovid19
[32] please
[26] gp_commsafety
[23] healthdouglasco
[22] nedhhs
[21] help
[20] omaha_scanner

Top Words in Tweet in G5:
[76] #flattenthecurve
[72] gbv
[52] women
[46] lisamaryanne03
[44] ggjnetwork
[40] survivors
[38] sgbv
[31] amref_worldwide
[31] today
[29] madaci_ke

Top Words in Tweet in G6:
[145] people
[74] #covid19
[73] national
[73] task
[73] force
[72] more
[71] abdulla_shahid
[40] join
[40] kudanai
[40] 5pm

Top Words in Tweet in G7:
[73] stacking
[73] folding
[73] cutting
[73] fully
[73] automated
[73] #mask
[73] production
[73] lines
[73] allowing
[73] produce

Top Words in Tweet in G8:
[76] 175
[76] 000
[76] washable
[76] ply
[76] face
[76] masks
[76] enroute
[76] #navajonation
[76] speak
[76] one

Top Words in Tweet in G9:
[78] #covid19
[36] #flattenthecurve
[26] cpho_canada
[24] transport_gc
[22] govcanhealth
[22] re
[20] returning
[19] tracking
[18] #fluwatchers
[18] normally

Top Words in Tweet in G10:
[46] #flattenthecurve
[40] #covid19
[33] county
[23] tracker
[19] ca
[19] region
[16] pacotorresca
[14] cases
[12] finally
[11] inland

Top Word Pairs
Top Word Pairs in Tweet in G2:
[1678] covid,19
[1677] #socialdistancing,#flattenthecurve
[1674] #covid19,#flattenthecurve
[1674] social,distancing
[1673] wear,face
[1673] face,mask
[1668] spread,coronavirus
[1656] reduce,spread
[1656] help,continue
[7] continue,efforts

Top Word Pairs in Tweet in G3:
[46] 285,cases
[42] cases,death
[34] covid,19
[29] dchhs,reports
[26] reports,285
[22] death,today
[22] today,saw
[21] saw,highest
[20] highest,number
[20] number,cases

Top Word Pairs in Tweet in G4:
[148] covid,19
[148] #gautengcovid19,#flattenthecurve
[147] #flattenthecurve,#covid_19
[146] #covid_19,jacobmamabolosa
[146] #sanitizingtaxis,#flattenthecurve
[146] outsurancepta,trafficfreeflow
[146] weren,finding
[146] finding,over
[146] over,80
[146] 80,positive

Top Word Pairs in Tweet in G5:
[36] women,children
[36] stigma,surrounding
[15] madaci_ke,#flattenthecurve
[14] survivors,gbv
[13] #flattenthecurve,many
[13] many,women
[13] children,survivors
[13] gbv,depend
[13] depend,perpetrators
[13] perpetrators,food

Top Word Pairs in Tweet in G6:
[24] national,task
[24] task,force
[23] force,#covid19
[17] abdulla_shahid,national
[13] join,kudanai
[13] kudanai,5pm
[13] 5pm,wednesday
[13] wednesday,learn
[13] learn,development
[13] development,process

Top Word Pairs in Tweet in G7:
[73] stacking,folding
[73] folding,cutting
[73] cutting,fully
[71] fully,automated
[40] automated,#mask
[40] #mask,production
[40] production,lines
[40] lines,allowing
[40] allowing,produce
[40] produce,masks

Top Word Pairs in Tweet in G8:
[73] 175,000
[73] 000,washable
[73] washable,ply
[73] ply,face
[73] face,masks
[73] masks,enroute
[73] enroute,#navajonation
[73] #navajonation,speak
[73] speak,one
[73] one,each

Top Word Pairs in Tweet in G9:
[76] #flattenthecurve,#covid19
[76] #fluwatchers,normally
[76] normally,track
[76] track,#flu
[76] #flu,#covid19
[76] #covid19,circulating
[76] circulating,important
[76] important,network
[76] network,tracking
[76] tracking,#covid19

Top Word Pairs in Tweet in G10:
[20] #covid19,ca
[18] ca,region
[18] region,county
[18] county,tracker
[18] pacotorresca,#covid19
[18] central,valley
[18] lower,central
[18] #stayhome,#flattenthecurve
[18] placer,county
[18] tracker,milestone

Top Replied-To
Top Replied-To in Entire Graph:
@drzwelimkhize
@govmurphy
@realdonaldtrump
@realjacobdee
@myanc
@anandkumar04
@lionelmedia
@fordnation
@icegov
@mmusimaimane

Top Replied-To in G2:

Top Replied-To in G3:
@purdyblueline

Top Replied-To in G4:
@pnpcbc
@alexwodak

Top Replied-To in G5:
@ruraltoglobal
@ajabiowe

Top Replied-To in G7:
@miriamsapere

Top Replied-To in G10:
@govmurphy
@realdonaldtrump
@lionelmedia
@queenbb30571035
@skynews
@hannahthibedeau
@vonderleyen
@conlawwarrior
@talbertswan
@mike_pence

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@judgeclayj
@dchhs
@boschglobal
@maddogpac
@abdulla_shahid
@cmoh_alberta
@lisamaryanne03
@ggjnetwork
@youralberta

Top Mentioned in G1:
@gretathunberg
@martelocris
@naomi_sts

Top Mentioned in G2:
@flooringdirectx
@ginger_exchange
@afdverbot2020
@fleeky5
@vitaltooth
@daphnemcw
@garycbdnow

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

Top Mentioned in G4:
@gp_commsafety
@healthdouglasco
@nedhhs
@omaha_scanner
@jacobmamabolosa
@gpdrt_
@cricketaakash
@trafficfreeflow
@omahapolice

Top Mentioned in G5:
@lisamaryanne03
@ggjnetwork
@amref_worldwide
@madaci_ke
@youthactke
@youngmpskenya
@npsofficial_ke
@pemakenya
@straighttalkke
@kewopa

Top Mentioned in G6:
@abdulla_shahid
@kudanai
@acmaldives
@policemv

Top Mentioned in G7:
@boschglobal
@cornrefiners
@aligorman6abc
@gretathunberg
@6abc
@guidoradig

Top Mentioned in G8:
@maddogpac

Top Mentioned in G9:
@cpho_canada
@transport_gc
@govcanhealth
@csiscanada
@canborder
@travelgoc
@gretathunberg

Top Mentioned in G10:
@pacotorresca
@realdonaldtrump
@nygovcuomo
@tgwn11
@lionelmedia
@usaswimming
@repmarygonzalez
@govmurphy
@tedlieu
@dnc

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@gocoo_59
@gocoo
@jurylady5
@ns_online
@hrblock_21
@lindaleeking
@s9tmt
@monicasloves
@baarahk

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

Top Tweeters in G2:
@alresfordbear
@forzacorrado
@onevoiceus
@kkfla737
@sabotagebeats
@sbarrbrisebois
@karmabitesu
@c4chaos
@nchkhn0624
@davidtheoutlaw

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

Top Tweeters in G4:
@avinash49465394
@queenofretweet
@cci_network
@jeremyhl
@jeetofficial6
@alexwodak
@cricketaakash
@rajah_junior
@joy_wa_afrika
@trafficfreeflow

Top Tweeters in G5:
@nrgradiokenya
@sadzibrahim
@nyoiketj
@shikohkihika
@estherpassaris
@siasaplace
@kelinkenya
@alvinmwangi254
@_straighttalktv
@kombemartha

Top Tweeters in G6:
@baarahk
@al_maldives
@illathhassan
@nihad_m
@shafeeu
@nafee77
@axvastaine7
@nautymatox
@inishwan
@abdulmaajid

Top Tweeters in G7:
@oldlady12345
@hrblock_21
@onahunttoday
@pitarampal
@beverly21811568
@ronthornton
@sherbah46958042
@craybo23
@govsherazkhan
@turfline

Top Tweeters in G8:
@marthalynneowe1
@gift2usa
@gyggy
@susancarver19
@tammyinmt406
@lildelain
@momness1
@lott_hayley
@carolymorrisse1
@christineyhsd

Top Tweeters in G9:
@johangreg
@oasismountain
@4everanimalz1
@meeksvs
@margo94
@stfuimtweetn0_o
@mig30m6
@fagankara
@meladalklimat
@rokyfitz

Top Tweeters in G10:
@lawgirl318
@skynews
@washingtonpost
@lionelmedia
@sumoh7
@rickyappleseed
@edmunds_dowling
@senhorraposa
@naattuvarthakal
@stellabystarlit


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