#FlattenTheCurve, Twitter, 1/15/2021 12:45:31 PM, 245664


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#FlattenTheCurve_2021-01-15_01-37-16.xlsx
#FlattenTheCurve_2021-01-15_01-37-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 15, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/39zIKLR
@gretathunberg
@robert_kiesel
@derdude72
@vivianfrancos
@ur_med
@rowpublichealth
@makeadi30164733
@schmidt_fu
@eve_chantel
@backtopaco

Top hashtags:
#flattenthecurve
#climatestrikeonline
#covid19
#wearamask
#stayhome

Description:
Description
The graph represents a network of 5,226 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, 15 January 2021 at 09:41 UTC.

The requested start date was Friday, 15 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 12-hour, 40-minute period from Friday, 01 January 2021 at 01:07 UTC to Thursday, 14 January 2021 at 13:47 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 : 5226
Unique Edges : 2140
Edges With Duplicates : 8762
Total Edges : 10902
Number of Edge Types : 5
Retweet : 3698
MentionsInRetweet : 4246
Mentions : 897
Tweet : 1769
Replies to : 292
Self-Loops : 1819
Reciprocated Vertex Pair Ratio : 0.00930608941938094
Reciprocated Edge Ratio : 0.0184405692523552
Connected Components : 969
Single-Vertex Connected Components : 499
Maximum Vertices in a Connected Component : 2305
Maximum Edges in a Connected Component : 5365
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.48459
Graph Density : 0.000182708101011322
Modularity : 0.459736
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 5,226 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, 15 January 2021 at 09:41 UTC.

The requested start date was Friday, 15 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 12-hour, 40-minute period from Friday, 01 January 2021 at 01:07 UTC to Thursday, 14 January 2021 at 13:47 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:
[26] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[17] https://www.instagram.com/accounts/login/
[17] https://ocs.sesb.com.my/
[13] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf
[9] https://afluencer.com/
[8] https://www.twitch.tv/nezuryu
[8] https://www.amazon.com/dp/B08S4ZJKPB/ref=cm_sw_r_cp_awdb_imm_t1_Brj9Fb8D07KK6
[7] https://www.gov.ie/level5
[6] https://twitter.com/AlexWhite1812/status/1345861724843474945
[6] https://twitter.com/georgeeaton/status/1345839036393521154

Top URLs in Tweet in G1:
[1] https://www.youtube.com/watch?v=CiJmc2sBLdc&feature=youtu.be


Top URLs in Tweet in G2:
[10] https://www.instagram.com/accounts/login/
[6] https://twitter.com/AlexWhite1812/status/1345861724843474945
[5] https://twitter.com/georgeeaton/status/1345839036393521154
[4] https://www.countryliving.com/food-drinks/g2364/mug-cakes/
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[3] https://www.allrecipes.com/recipe/240641/salt-dough/
[3] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[3] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/
[3] https://www.crazyforcrust.com/the-best-pudding-cookies-recipe/
[2] https://scientistwhistleblower.medium.com/das-mutierte-virus-ist-eine-tickende-zeitbombe-bf775b61115

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245496
[1] https://twitter.com/SeanCJSch/status/1345692332209938432

Top URLs in Tweet in G4:
[2] https://climatechangemag.com/7-shockingly-great-arrangements-covered-in-the-improvement-omnibus-bill/
[2] https://twitter.com/vanessa_vash/status/1347581514402443265
[1] https://twitter.com/e_thunter/status/1347087294784823296
[1] https://twitter.com/GretaThunberg/status/1345446750681763843
[1] https://www.theguardian.com/environment/2020/dec/10/greta-thunberg-we-are-speeding-in-the-wrong-direction-on-climate-crisis?CMP=share_btn_tw
[1] https://twitter.com/GretaThunberg/status/1346486816472489988
[1] https://www.globalcitizen.org/en/content/universal-basic-income-climate-change-poverty/?utm_source=twitter&utm_medium=social&utm_campaign=share&_branch_match_id=link-874510317812189843
[1] https://www.theguardian.com/global/video/2021/jan/04/balis-famous-beaches-covered-in-plastic-garbage-video?CMP=share_btn_tw
[1] https://www.forbes.com/sites/marshallshepherd/2020/12/18/why-an-operation-warp-speed-approach-is-needed-for-climate-change/
[1] https://twitter.com/patriciakombo/status/1347403847615000578

Top URLs in Tweet in G5:
[4] https://www.gov.ie/level5
[1] https://islamireland.ie/news/prayer-hall-closed/
[1] https://twitter.com/merrionstreet/status/1346937412950351876

Top URLs in Tweet in G6:
[1] https://www.bbc.com/news/world-africa-55656578
[1] https://twitter.com/WHOAFRO/status/1346479942402338816
[1] https://twitter.com/WHOAFRO/status/1347178891916488704

Top URLs in Tweet in G7:
[2] https://www.urmc.rochester.edu/coronavirus/staying-safe.aspx
[2] https://twitter.com/nxthompson/status/1345170970814926848
[1] https://www.wxxinews.org/post/connections-local-emergency-room-staff-medical-systems-nearing-disaster-conditions
[1] https://www.cnn.com/2021/01/04/asia/india-vaccine-roll-out-intl-hnk/index.html
[1] https://www.nytimes.com/2021/01/07/world/fauci-coronavirus-january.html
[1] https://twitter.com/CarlosdelRio7/status/1346077380314615808
[1] https://twitter.com/DrEricDing/status/1346564722817191938
[1] https://www.newyorker.com/magazine/2021/01/04/the-plague-year
[1] https://twitter.com/washingtonpost/status/1346119231469985793
[1] https://twitter.com/monica_babiuk/status/1346142274510610432

Top URLs in Tweet in G10:
[1] https://twitter.com/maureentaylor31/status/1348815016523390977
[1] https://www.cbc.ca/news/canada/toronto/covid-19-coronavirus-ontario-intensive-care-doctor-1.5504349

Top Domains
Top Domains in Tweet in Entire Graph:
[400] twitter.com
[41] youtube.com
[30] coviz.org
[26] dt51.net
[25] instagram.com
[18] com.my
[17] news4teachers.de
[14] swarmapp.com
[13] carpha.org
[11] facebook.com

Top Domains in Tweet in G1:
[1] youtube.com

Top Domains in Tweet in G2:
[167] twitter.com
[18] youtube.com
[17] instagram.com
[6] facebook.com
[5] medicalsolutionsventures.com
[4] egmontinstitute.be
[4] allrecipes.com
[4] countryliving.com
[3] medium.com
[3] linkedin.com

Top Domains in Tweet in G3:
[2] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G4:
[71] twitter.com
[2] climatechangemag.com
[2] theguardian.com
[1] globalcitizen.org
[1] forbes.com
[1] org.uk
[1] nationalobserver.com
[1] co.uk
[1] grist.org

Top Domains in Tweet in G5:
[4] gov.ie
[1] islamireland.ie
[1] twitter.com

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

Top Domains in Tweet in G7:
[8] twitter.com
[2] rochester.edu
[1] wxxinews.org
[1] cnn.com
[1] nytimes.com
[1] newyorker.com
[1] nbcsandiego.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3155] flattenthecurve
[1492] climatestrikeonline
[680] covid19
[500] wearamask
[336] stayhome
[289] facetheclimateemergency
[240] fridaysforfuture
[181] coronavirus
[171] socialdistancing
[168] staysafe



Top Hashtags in Tweet in G1:
[1354] climatestrikeonline
[52] flattenthecurve
[50] fridaysforfuture
[35] schoolstrike4climate
[15] facetheclimateemergency
[2] stayathome
[1] digitalstrike
[1] stayhome
[1] firedrillfriday
[1] fightfor1point5

Top Hashtags in Tweet in G2:
[677] flattenthecurve
[175] covid19
[82] staysafe
[76] stayhome
[62] coronavirus
[60] wearamask
[57] socialdistancing
[52] covid_19
[49] stayathome
[49] washyourhands

Top Hashtags in Tweet in G3:
[45] flattenthecurve
[26] crushb117
[20] coronatagebuch
[5] climatestrikeonline
[5] zerocovid
[5] coronaapp
[3] b117
[2] wearamask
[2] schulen
[2] lasstdieschulenzu

Top Hashtags in Tweet in G4:
[269] facetheclimateemergency
[186] flattenthecurve
[185] fridaysforfuture
[161] makeadifference
[149] fightclimateinjustice
[131] climatechangeisreal
[120] climatestrikeonline
[77] schoolstrike4climate
[73] climateaction
[10] withdrawthecap

Top Hashtags in Tweet in G5:
[29] flattenthecurve
[17] stayhome
[7] covid19ireland
[7] sunset
[6] staysafe
[6] staystrong
[6] staywell
[6] exercise
[6] 5km
[5] sneachta

Top Hashtags in Tweet in G6:
[30] flattenthecurve
[17] covid
[14] newnormal
[13] covid19pandemic
[11] uhcinafrica
[11] newyear2021
[9] covid19vaccines
[7] covid19
[7] angamizacorona
[6] climatechangepandemic

Top Hashtags in Tweet in G7:
[81] flattenthecurve
[39] roc
[31] flx
[27] wearamask
[18] staystrongstaysafe
[9] covid
[9] covid19
[7] pandemic
[7] washyourhands
[6] physicaldistancing

Top Hashtags in Tweet in G8:
[84] covid19
[84] stopthespread
[84] flattenthecurve
[84] staysafestayhealthy

Top Hashtags in Tweet in G9:
[450] flattenthecurve
[269] wearamask
[112] pienaarspoort
[98] leralla
[93] naledi
[76] mabopane
[27] covid19
[27] staysafe
[24] wearyourmask
[24] socialdistancing

Top Hashtags in Tweet in G10:
[4] flattenthecurve
[1] climatestrikeonline
[1] stayhome
[1] onpoli

Top Words
Top Words in Tweet in Entire Graph:
[3150] #flattenthecurve
[1500] school
[1492] #climatestrikeonline
[1485] strike
[1456] week
[1415] pandemic
[1412] gretathunberg
[1408] doing
[1366] ongoing
[1365] physical

Top Words in Tweet in G1:
[1358] week
[1354] #climatestrikeonline
[1353] gretathunberg
[1332] strike
[1330] school
[1316] ongoing
[1316] pandemic
[1316] doing
[1313] physical
[1313] strikes

Top Words in Tweet in G2:
[673] #flattenthecurve
[175] #covid19
[91] ÿðÿ
[81] #staysafe
[76] #stayhome
[65] die
[62] #coronavirus
[59] #wearamask
[59] covid
[57] #socialdistancing

Top Words in Tweet in G3:
[375] die
[222] pandemie
[218] robert_kiesel
[217] zehn
[217] monate
[217] beginn
[217] passiert
[217] vielen
[217] gesundheitsã
[217] mtern

Top Words in Tweet in G4:
[269] #facetheclimateemergency
[186] #flattenthecurve
[185] #fridaysforfuture
[161] #makeadifference
[149] #fightclimateinjustice
[139] school
[139] strike
[122] #climatechangeisreal
[120] #climatestrikeonline
[110] climate

Top Words in Tweet in G5:
[104] spread
[100] covid
[97] additional
[97] public
[97] health
[97] measures
[97] apply
[97] under
[97] level
[97] plan

Top Words in Tweet in G6:
[34] amref_worldwide
[30] #flattenthecurve
[25] infections
[21] cases
[20] 19
[20] reported
[18] deaths
[17] #covid
[16] million
[16] yednetworkke

Top Words in Tweet in G7:
[81] #flattenthecurve
[39] #roc
[37] ur_med
[31] #flx
[31] care
[28] need
[27] #wearamask
[26] community
[25] over
[22] long

Top Words in Tweet in G8:
[84] #covid19
[84] #stopthespread
[84] #flattenthecurve
[84] #staysafestayhealthy
[83] sunil_sawhney

Top Words in Tweet in G9:
[473] station
[450] #flattenthecurve
[375] train
[269] #wearamask
[206] stopping
[162] pretoria
[150] next
[150] passed
[112] #pienaarspoort
[98] #leralla

Top Words in Tweet in G10:
[58] region
[30] ontarians
[30] today
[30] living
[30] highest
[30] level
[30] weekly
[30] cases
[30] 100k
[30] those

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1483] school,strike
[1377] strike,week
[1366] ongoing,pandemic
[1366] pandemic,doing
[1366] doing,#climatestrikeonline
[1363] #climatestrikeonline,physical
[1359] week,125
[1358] gretathunberg,school
[1357] physical,strikes
[1356] 125,ongoing

Top Word Pairs in Tweet in G1:
[1330] school,strike
[1322] strike,week
[1316] ongoing,pandemic
[1316] pandemic,doing
[1316] doing,#climatestrikeonline
[1316] gretathunberg,school
[1313] #climatestrikeonline,physical
[1313] physical,strikes
[1309] week,125
[1307] 125,ongoing

Top Word Pairs in Tweet in G2:
[78] ÿðÿ,ÿðÿ
[39] social,distancing
[35] #covid19,#flattenthecurve
[32] kids,bored
[32] bored,practicing
[32] practicing,social
[29] distancing,make
[27] covid,19
[24] #staysafe,#flattenthecurve
[24] #pandemic,#flattenthecurve

Top Word Pairs in Tweet in G3:
[217] zehn,monate
[217] monate,beginn
[217] beginn,pandemie
[217] pandemie,passiert
[217] passiert,vielen
[217] vielen,gesundheitsã
[217] gesundheitsã,mtern
[217] mtern,stadt
[217] stadt,wochenenden
[217] wochenenden,feiertagen

Top Word Pairs in Tweet in G4:
[161] #facetheclimateemergency,#makeadifference
[148] #makeadifference,#fightclimateinjustice
[139] school,strike
[121] #fightclimateinjustice,#climatechangeisreal
[105] #fridaysforfuture,#flattenthecurve
[103] #flattenthecurve,#facetheclimateemergency
[98] strike,climate
[98] climate,eve_chantel
[98] eve_chantel,#fridaysforfuture
[96] vanessa_vash,school

Top Word Pairs in Tweet in G5:
[97] additional,public
[97] public,health
[97] health,measures
[97] measures,apply
[97] apply,under
[97] under,level
[97] level,plan
[97] plan,living
[93] stop,spread
[93] spread,covid

Top Word Pairs in Tweet in G6:
[16] according,yesterday's
[16] yesterday's,statistics
[16] statistics,1365
[16] 1365,cases
[16] cases,34
[16] 34,deaths
[16] deaths,reported
[16] reported,24hrs
[15] avenuesclinic,according
[15] 24hrs,responsibiliâ

Top Word Pairs in Tweet in G7:
[27] #roc,#flx
[24] #wearamask,over
[21] staff,working
[21] working,long
[21] long,hours
[21] hours,care
[21] care,community
[21] community,need
[21] need,help
[21] help,#flattenthecurve

Top Word Pairs in Tweet in G8:
[84] #covid19,#stopthespread
[84] #stopthespread,#flattenthecurve
[84] #flattenthecurve,#staysafestayhealthy
[83] sunil_sawhney,#covid19

Top Word Pairs in Tweet in G9:
[206] stopping,station
[161] #wearamask,#flattenthecurve
[146] next,stopping
[109] #pienaarspoort,train
[101] #flattenthecurve,#wearamask
[91] #naledi,train
[91] train,pretoria
[90] #leralla,train
[79] station,#flattenthecurve
[75] #mabopane,train

Top Word Pairs in Tweet in G10:
[30] ontarians,today
[30] today,living
[30] living,region
[30] region,highest
[30] highest,level
[30] level,weekly
[30] weekly,cases
[30] cases,100k
[30] 100k,those
[30] those,purple

Top Replied-To
Top Replied-To in Entire Graph:
@fordnation
@myanc
@gretathunberg
@roywebbqps
@washingtonpost
@hendrikstreeck
@bbclooknorth
@roussin_brent
@borisjohnson
@dailypostngr

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G3:
@miob1781
@hausaffe_
@melonewq
@jadekhalife
@jcaktiv
@me2birdie
@staatsflieger

Top Replied-To in G4:
@gretathunberg
@fff_saj

Top Replied-To in G6:
@amref_kenya

Top Replied-To in G7:
@washingtonpost
@rocregional
@einundausatmen
@thetruscotsman

Top Replied-To in G9:
@gautenghealth

Top Replied-To in G10:
@jhengstler

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@robert_kiesel
@derdude72
@eve_chantel
@vanessa_vash
@makeadi30164733
@merrionstreet
@sunil_sawhney
@gp_commsafety
@mayorcantrell

Top Mentioned in G1:
@gretathunberg
@fridays4future
@flossiebeachcl1
@vanessa_vash
@eve_chantel
@luarocataboada
@flavthunbwolf
@safety_canada

Top Mentioned in G2:
@ginger_exchange
@egmontinstitute
@gstirrupcomfort
@theres146
@cmilohamilton
@musicinjections
@subyroy
@ehrlichboese
@etpandadave
@ndnos

Top Mentioned in G3:
@robert_kiesel
@derdude72
@seancjsch
@preislerka
@gretathunberg
@goldmar81983101
@dienstnavom
@garafat87
@nodexl
@schmidt_fu

Top Mentioned in G4:
@eve_chantel
@vanessa_vash
@makeadi30164733
@gretathunberg
@patriciakombo
@endelstamberg
@stratkotter
@connect4climate
@_ecowarrior_
@lynlinking

Top Mentioned in G5:
@merrionstreet
@djcribbin
@idahocafe
@failte_ireland
@monaghancoco
@islamireland
@theidahochef

Top Mentioned in G6:
@amref_worldwide
@avenuesclinic
@yednetworkke
@_africanunion
@who
@whoafro
@greenshango
@africacdc
@moh_kenya
@amref_kenya

Top Mentioned in G7:
@ur_med
@urmed_gch
@cdcgov
@pfizer
@highlandhosp
@biontech_group
@moderna_tx
@erictopol
@theatlantic
@jackiecreatv

Top Mentioned in G8:
@sunil_sawhney

Top Mentioned in G9:
@gp_commsafety
@citytshwane
@metrorailgp
@faithmazibukosa
@drmokgethi
@nkomonomantu
@sataxi_official
@15
@18
@david_makhura

Top Mentioned in G10:
@billius27
@rowpublichealth
@time
@jlay02
@jhengstler
@gretathunberg

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@animalsholbox
@gocoo_59
@gocoo
@threadreaderapp
@ejlazar
@rjber15
@femtech_
@sainsburys
@andreasandy3131

Top Tweeters in G1:
@gocoo_59
@gocoo
@rjber15
@dgendvil
@chilhon2016lap
@jmhamiltonblog
@rnitsch
@domenico1oo777
@charluv2011
@allan_crawshaw

Top Tweeters in G2:
@consciousfilth
@subyroy
@bettycjung
@hernameis_bea
@jordanwlester88
@richmonddoc
@inceiie
@h1jabae
@exceedinglygay
@joeanthony_nyc

Top Tweeters in G3:
@andreasandy3131
@chrisbrey1
@_arushinjitsu_
@michael_kunz
@raumplanungtv
@bbattmer
@alfred996
@heiderosie
@project1enigma
@tagesspiegel

Top Tweeters in G4:
@mailonline
@lynlinking
@panamarhradio
@ourfuturebot
@autonomouswolf
@eco1start
@kbleecaster
@xpatjock
@caffenefiend
@redmayne_robert

Top Tweeters in G5:
@thepainterflynn
@eire353
@eatingbeagles
@theskibeagle
@kier323
@kmurphyindep
@idahocafe
@theleggalamb
@buseireann
@celticwan

Top Tweeters in G6:
@karryjay
@nomsu__
@bbcafrica
@un
@ptchimusoro
@who
@unicef
@nickmangwana
@kombemartha
@dasojashine

Top Tweeters in G7:
@brendaperrott
@washingtonpost
@nbcsandiego
@13wham
@theatlantic
@news_8
@musichistorylaw
@kempo50
@rachbarnhart
@newyorker

Top Tweeters in G8:
@chicasa
@akeula_trendy
@ovigho
@ogbenidipo
@hassie_khaleesi
@realbossmann
@wandecoally
@yemisi_williams
@mogajicares
@sayorr_

Top Tweeters in G9:
@mpho_pitsi_sa
@abramjee
@_arrivealive
@anneleonardpta
@lavitosoul
@maraenslin
@citytshwane
@childrenoffire
@lwandontentesa
@lindsaymanthey

Top Tweeters in G10:
@time
@ojibray
@bobbaileypc
@mbohl07
@jhengstler
@dezsmom
@coombesleanne
@susang8
@billius27
@eastendcommuni1


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