#FlattenTheCurve, Twitter, 7/13/2020 4:24:09 PM, 230578


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#FlattenTheCurve_2020-07-13_00-54-21.xlsx
#FlattenTheCurve_2020-07-13_00-54-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 13, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3gZ9kQr
@gretathunberg
@drdenagrayson
@castateparks
@garyalanroush
@sensimilliea
@willnanken
@tubacat
@jacoblpeck
@billuminski
@cberrl

Top hashtags:
#climatestrikeonline
#flattenthecurve
#covid19
#coronavirus
#stayhomemn

Description:
Description
The graph represents a network of 5,187 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, 13 July 2020 at 07:55 UTC.

The requested start date was Monday, 13 July 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 2-day, 8-hour, 21-minute period from Friday, 10 July 2020 at 03:38 UTC to Sunday, 12 July 2020 at 12:00 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 : 5187
Unique Edges : 1196
Edges With Duplicates : 8914
Total Edges : 10110
Number of Edge Types : 5
Retweet : 4264
Tweet : 558
MentionsInRetweet : 4614
Mentions : 526
Replies to : 148
Self-Loops : 575
Reciprocated Vertex Pair Ratio : 0.00395413206801107
Reciprocated Edge Ratio : 0.00787711697518708
Connected Components : 557
Single-Vertex Connected Components : 254
Maximum Vertices in a Connected Component : 3333
Maximum Edges in a Connected Component : 6947
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.306571
Graph Density : 0.000188774764048274
Modularity : 0.467546
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 5,187 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, 13 July 2020 at 07:55 UTC.

The requested start date was Monday, 13 July 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 2-day, 8-hour, 21-minute period from Friday, 10 July 2020 at 03:38 UTC to Sunday, 12 July 2020 at 12:00 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:
[4] https://www.parks.ca.gov
[3] https://twitter.com/GretaThunberg/status/1281528925844320256
[3] https://www.twitch.tv/boehser__onkel
[3] https://www.coviz.org/e2b/2020-07-12/
[3] https://twitter.com/CAStateParks/status/1281632281740771330
[3] https://themagnetgroup.com/1-7-oz-round-hand-sanitizer-bottle-h500dr
[3] https://twitter.com/NYGovCuomo/status/1280538189267177472
[3] https://twitter.com/SquawkCNBC/status/1281538974926995457
[3] https://www.netmon24.eu/schulungen-und-workshops/prtg-basic-schulung/
[3] https://docs.google.com/spreadsheets/d/1T5Q1xnHFBFcsaVWTH2Flqe5i7Hp7CwfsWHWuwTZyi88/edit?usp=sharing

Top URLs in Tweet in G2:
[1] https://wp.me/p7vabV-6v2

Top URLs in Tweet in G3:
[2] https://www.parks.ca.gov
[1] https://twitter.com/castateparks/status/1281632281740771330

Top URLs in Tweet in G4:
[3] https://twitter.com/SquawkCNBC/status/1281538974926995457
[2] https://jada.life/
[2] http://www.covid.gov.pk
[2] https://printivo.com/
[2] https://590games.com/sm-FB
[2] https://www.allrecipes.com/recipe/240641/salt-dough/
[2] https://www.worldometers.info/coronavirus/country/us/
[1] https://twitter.com/manchesteruniv/status/1281272405781090304
[1] https://www.instagram.com/p/CCcoRKol7fV/?igshid=52rddgbcc3ie
[1] https://twitter.com/DrDenaGrayson/status/1281401083047419905

Top URLs in Tweet in G5:
[3] https://twitter.com/GretaThunberg/status/1281528925844320256
[1] https://twitter.com/MakichyanA/status/1281576864402870272

Top URLs in Tweet in G6:
[1] https://twitter.com/kscullinfox9/status/1281761007870910464

Top URLs in Tweet in G8:
[1] https://www.theglobeandmail.com/politics/article-poll-finds-majority-of-canadians-say-the-canada-us-border-should/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://twitter.com/jilevin/status/1282009803112448002
[1] https://twitter.com/AC360/status/1281752629073317895
[1] https://twitter.com/AletheiaAtheos/status/1275988780021886979
[1] https://twitter.com/FaceTheNation/status/1281574602901196807
[1] https://twitter.com/realDonaldTrump/status/1281554061972692994

Top URLs in Tweet in G9:
[1] https://tinyurl.com/ybodhn62

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2073] climatestrikeonline
[1610] flattenthecurve
[1146] covid19
[874] coronavirus
[102] stayhomemn
[99] lockdown
[99] climatestrike
[91] stayhome
[90] wearamask
[89] stayathome



Top Hashtags in Tweet in G1:
[1965] climatestrikeonline
[4] flattenthecurve
[3] stayathome
[3] fridaysforfuture
[3] schoolstrike4climate
[1] climateleaders
[1] climateaction

Top Hashtags in Tweet in G2:
[731] covid19
[730] coronavirus
[7] climatestrikeonline
[4] flattenthecurve

Top Hashtags in Tweet in G3:
[296] flattenthecurve
[6] covid19
[2] recreateresponsibly
[2] youractionssavelives
[2] california
[2] wearamask
[2] coronavirus
[1] stayhome
[1] stopcovid19injails
[1] stopthespread

Top Hashtags in Tweet in G4:
[293] flattenthecurve
[86] covid19
[42] wearamask
[32] stayhome
[29] socialdistancing
[25] coronavirus
[21] staysafe
[20] washyourhands
[17] stopthespread
[15] maskup

Top Hashtags in Tweet in G5:
[97] climatestrike
[86] climatestrikeonline
[32] flattenthecurve
[27] stayathome
[22] fridaysforfuture
[14] schoolstrike4climate
[5] untilwearedone
[5] iwantyoutopanic
[3] huelgaclimaticaonline
[2] climatecrisis

Top Hashtags in Tweet in G6:
[103] flattenthecurve
[102] stayhomemn
[3] campmpls

Top Hashtags in Tweet in G7:
[88] covid19
[88] lockdown
[1] flattenthecurve
[1] indiafightscorona

Top Hashtags in Tweet in G8:
[52] flattenthecurve
[18] keeptheborderclosed
[12] covid__19
[10] wearamask
[10] stayhome
[9] covid19
[7] abbottresign
[6] coronavirus
[6] stayhomesavelives
[4] usa

Top Hashtags in Tweet in G9:
[60] maskup
[20] flattenthecurve
[19] maskson
[19] maskssavelives
[19] coronavirus
[19] covid__19
[12] covidー19
[7] covidー19

Top Hashtags in Tweet in G10:
[7] flattenthecurve
[5] socialdistancing
[3] covid19
[1] knowyourmil
[1] gautengcovid19
[1] poorvikamobiles
[1] corona
[1] virus
[1] pandemic
[1] workfromhome

Top Words
Top Words in Tweet in Entire Graph:
[2161] week
[2094] keep
[2079] school
[2074] strike
[2066] climate
[2062] go
[2057] crisis
[2056] gretathunberg
[2053] summer
[2040] holiday

Top Words in Tweet in G1:
[1967] school
[1967] strike
[1967] week
[1966] climate
[1966] crisis
[1966] go
[1966] summer
[1966] holiday
[1966] keep
[1966] protesting

Top Words in Tweet in G2:
[1461] very
[731] drdenagrayson
[731] #covid19
[731] cases
[730] friends
[730] heading
[730] difficult
[730] period
[730] #coronavirus
[730] soaring

Top Words in Tweet in G3:
[296] #flattenthecurve
[292] visit
[292] weekend
[290] planning
[290] please
[290] don
[290] come
[290] collect
[290] crowd
[290] effort

Top Words in Tweet in G4:
[292] #flattenthecurve
[86] #covid19
[42] #wearamask
[32] #stayhome
[31] mask
[29] #socialdistancing
[27] help
[25] #coronavirus
[25] covid
[24] cases

Top Words in Tweet in G5:
[164] week
[97] #climatestrike
[89] school
[89] strike
[82] climate
[77] gretathunberg
[75] 68th
[75] need
[75] make
[75] change

Top Words in Tweet in G6:
[204] long
[103] #flattenthecurve
[102] ago
[102] told
[102] #stayhomemn
[102] weeks
[102] sure
[102] didn
[102] take
[102] become

Top Words in Tweet in G7:
[88] view
[88] continued
[88] spread
[88] #covid19
[88] kamrup
[88] #lockdown
[88] extended
[88] till
[88] 00
[88] pm

Top Words in Tweet in G8:
[52] #flattenthecurve
[37] repbrianhiggins
[30] covid
[30] 19
[23] hi
[23] brian
[23] here's
[23] map
[23] johns
[23] hopkins

Top Words in Tweet in G9:
[82] duck
[60] #maskup
[41] helping
[41] flatten
[41] curve
[41] wear
[41] mask
[41] maintain
[41] social
[41] distancing

Top Words in Tweet in G10:
[53] continue
[52] col
[52] rodney
[52] coldren
[52] usarmyeurope
[52] chief
[52] preventative
[52] medicine
[52] explains
[52] maintain

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2074] school,strike
[2061] strike,week
[2053] climate,crisis
[2039] go,summer
[2039] summer,holiday
[2039] holiday,keep
[2039] keep,protesting
[2035] week,99
[2031] 99,climate
[2026] gretathunberg,school

Top Word Pairs in Tweet in G1:
[1967] school,strike
[1967] strike,week
[1966] climate,crisis
[1966] go,summer
[1966] summer,holiday
[1966] holiday,keep
[1966] keep,protesting
[1962] gretathunberg,school
[1961] week,99
[1961] 99,climate

Top Word Pairs in Tweet in G2:
[730] friends,heading
[730] heading,very
[730] very,very
[730] very,difficult
[730] difficult,period
[730] period,#coronavirus
[730] #coronavirus,#covid19
[730] #covid19,cases
[730] cases,soaring
[729] drdenagrayson,friends

Top Word Pairs in Tweet in G3:
[290] planning,visit
[290] visit,weekend
[290] weekend,please
[290] please,don
[290] don,come
[290] come,collect
[290] collect,crowd
[290] crowd,effort
[290] effort,save
[290] save,lives

Top Word Pairs in Tweet in G4:
[18] #covid19,#flattenthecurve
[16] covid,19
[12] wear,mask
[11] #stopthespread,#flattenthecurve
[10] #stayhome,#flattenthecurve
[10] social,distancing
[9] #covid19,#coronavirus
[9] #flattenthecurve,#covid19
[9] #socialdistancing,#flattenthecurve
[9] #wearamask,#flattenthecurve

Top Word Pairs in Tweet in G5:
[89] school,strike
[76] strike,week
[75] 68th,week
[75] week,#climatestrike
[75] need,make
[75] make,change
[75] change,happen
[75] happen,countries
[75] countries,first
[75] first,turkey

Top Word Pairs in Tweet in G6:
[102] long,ago
[102] ago,told
[102] told,#stayhomemn
[102] #stayhomemn,#flattenthecurve
[102] #flattenthecurve,weeks
[102] weeks,sure
[102] sure,didn
[102] didn,take
[102] take,long
[102] long,become

Top Word Pairs in Tweet in G7:
[88] view,continued
[88] continued,spread
[88] spread,#covid19
[88] #covid19,kamrup
[88] kamrup,#lockdown
[88] #lockdown,extended
[88] extended,till
[88] till,00
[88] 00,pm
[88] pm,july

Top Word Pairs in Tweet in G8:
[30] covid,19
[23] repbrianhiggins,hi
[23] hi,brian
[23] brian,here's
[23] here's,map
[23] map,johns
[23] johns,hopkins
[23] hopkins,university
[23] university,shows
[23] shows,comparison

Top Word Pairs in Tweet in G9:
[41] duck,helping
[41] helping,flatten
[41] flatten,curve
[41] curve,duck
[41] duck,wear
[41] wear,mask
[41] mask,maintain
[41] maintain,social
[41] social,distancing
[41] distancing,#maskup

Top Word Pairs in Tweet in G10:
[52] col,rodney
[52] rodney,coldren
[52] coldren,usarmyeurope
[52] usarmyeurope,chief
[52] chief,preventative
[52] preventative,medicine
[52] medicine,explains
[52] explains,continue
[52] continue,maintain
[52] maintain,social

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@repbrianhiggins
@gavinnewsom
@texastribune
@gretathunberg
@whitehouse
@politvidchannel
@funder
@nursekelsey
@scottgottliebmd

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G2:
@drdenagrayson

Top Replied-To in G5:
@gretathunberg
@undpkenya

Top Replied-To in G8:
@repbrianhiggins
@realdonaldtrump
@texastribune
@funder
@justintrudeau
@ctvnews
@girlsreallyrule
@blue_texas2020
@whitehouse
@repmikelang

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@drdenagrayson
@castateparks
@lewisformn
@assampolice
@cevikushb
@usarmyeurope
@dod_outreach
@uoregon
@montyboa99

Top Mentioned in G1:
@gretathunberg
@gen_earth

Top Mentioned in G2:
@drdenagrayson
@gretathunberg
@kpnorcal
@brettturner57

Top Mentioned in G3:
@castateparks
@fwdus
@marvel
@dccomics
@capublichealth
@drdenagrayson
@gretathunberg

Top Mentioned in G4:
@thisjadalife
@ginger_exchange
@kevalichemicals
@printivo
@thebullyexposed
@phoenix_risings
@mvsadhiratha
@zolandwandwe

Top Mentioned in G5:
@gretathunberg
@cevikushb
@patriciakombo
@usaparents
@steffenster
@solo_syn_
@andytuit
@redmayne_robert
@wecanstw
@dinatale2

Top Mentioned in G6:
@lewisformn
@mnupnorthlakeg1
@fox9

Top Mentioned in G7:
@assampolice

Top Mentioned in G8:
@repbrianhiggins
@kdickinsonnews
@gregabbott_tx
@realdonaldtrump
@vicki_den
@judgeclayj
@justintrudeau
@cinemaven
@ctvnews
@govabbott

Top Mentioned in G9:
@uoregon
@bennettcartoons

Top Mentioned in G10:
@usarmyeurope
@dod_outreach
@poorvika_mobile
@cdcgov
@gp_commsafety

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@gocoo_59
@gocoo
@jurylady5
@ejlazar
@insdatainter
@phillip92321
@k1a1zzz
@kenkircher1
@edjlazar

Top Tweeters in G1:
@gocoo_59
@gocoo
@der_bluthund
@altai_armande
@mwhalan
@markplackett1
@blanketcrap
@adunlea
@rnitsch
@domenico1oo777

Top Tweeters in G2:
@jurylady5
@phillip92321
@kenkircher1
@pollsstar
@magicdmw
@theresamax
@riskyliberal
@jot_au
@cberrl
@oufenix

Top Tweeters in G3:
@tiniskwerl
@commoncormorant
@canadiensfan
@outnow45
@suepersists
@carlatodd2
@realmathew
@shell_loyd
@lulu82824
@22c0in

Top Tweeters in G4:
@ladyboarder9669
@capetowntrains
@atlsportsnut_20
@bettycjung
@qualann
@bermon1
@24inmymind
@zolandwandwe
@haccpjod
@peacethahardway

Top Tweeters in G5:
@citizentvkenya
@gezgintrk
@dawnroseturner
@ewestaway
@erwinbertrand
@jackthelad1947
@wavetop
@ntvnewsroom
@halleverkehrt
@londonerabroad

Top Tweeters in G6:
@au_bebe
@minnesotaminers
@margaretannjac6
@kuhar_l
@maksbury
@rgwiese
@mcgillgail
@mermaz
@fox9
@luckygreekgirl

Top Tweeters in G7:
@naveenku555
@rajudasonline
@zlatanpikapi29
@doink101
@arjunbhagwat198
@mayurkashyap
@dilipda60259821
@jkpsfc
@tapashishc
@iamadwoy

Top Tweeters in G8:
@funder
@ctvnews
@cinemaven
@crowleyslambert
@foxandfriends
@texastribune
@girlsreallyrule
@mamaofthreebear
@cmerfy
@monicalr75

Top Tweeters in G9:
@17thcard
@swmstn2
@tylertas
@javierbarreraa
@chrisatchs
@spokanetom
@natty4bumpo
@quackarazzi
@coachttmp
@ldsagency

Top Tweeters in G10:
@insdatainter
@k1a1zzz
@wadakashiho
@berard_mike
@1stayinformed
@naattuvarthakal
@jimkruger7
@jjcarafano
@preethi50632948
@forscom


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