#FlattenTheCurve, Twitter, 1/14/2021 11:51:32 AM, 245588


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#FlattenTheCurve_2021-01-14_03-08-29.xlsx
#FlattenTheCurve_2021-01-14_03-08-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3ic4Ibw
@gretathunberg
@robert_kiesel
@schmidt_fu
@derdude72
@ur_med
@oldguyincaddy
@backtopaco
@wc_booth
@rowpublichealth
@rabux

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

Description:
Description
The graph represents a network of 5,204 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 Thursday, 14 January 2021 at 11:13 UTC.

The requested start date was Thursday, 14 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, 2-minute period from Thursday, 31 December 2020 at 01:44 UTC to Wednesday, 13 January 2021 at 13:46 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 : 5204
Unique Edges : 2187
Edges With Duplicates : 8698
Total Edges : 10885
Number of Edge Types : 5
Mentions : 964
Tweet : 1774
Retweet : 3637
MentionsInRetweet : 4201
Replies to : 309
Self-Loops : 1823
Reciprocated Vertex Pair Ratio : 0.00888888888888889
Reciprocated Edge Ratio : 0.0176211453744493
Connected Components : 972
Single-Vertex Connected Components : 505
Maximum Vertices in a Connected Component : 2277
Maximum Edges in a Connected Component : 5270
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.702801
Graph Density : 0.000184440981323522
Modularity : 0.460667
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 5,204 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 Thursday, 14 January 2021 at 11:13 UTC.

The requested start date was Thursday, 14 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, 2-minute period from Thursday, 31 December 2020 at 01:44 UTC to Wednesday, 13 January 2021 at 13:46 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:
[22] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[21] https://www.instagram.com/accounts/login/
[16] https://ocs.sesb.com.my/
[15] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf
[8] https://afluencer.com/
[8] https://www.amazon.com/dp/B08S4ZJKPB/ref=cm_sw_r_cp_awdb_imm_t1_Brj9Fb8D07KK6
[7] https://www.twitch.tv/nezuryu
[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:
[12] https://www.instagram.com/accounts/login/
[6] https://twitter.com/AlexWhite1812/status/1345861724843474945
[5] https://twitter.com/georgeeaton/status/1345839036393521154
[4] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[3] https://www.crazyforcrust.com/the-best-pudding-cookies-recipe/
[3] https://www.countryliving.com/food-drinks/g2364/mug-cakes/
[3] https://www.allrecipes.com/recipe/240641/salt-dough/
[3] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[2] https://www.theatlantic.com/science/archive/2020/12/virus-mutation-catastrophe/617531/

Top URLs in Tweet in G3:
[1] https://twitter.com/SeanCJSch/status/1345692332209938432
[1] https://twitter.com/StefFun/status/1345704471435870209?s=20

Top URLs in Tweet in G5:
[2] https://twitter.com/vanessa_vash/status/1347581514402443265
[1] https://twitter.com/kailee_ford/status/1349203962558296065
[1] https://twitter.com/GretaThunberg/status/1345446750681763843
[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://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://twitter.com/patriciakombo/status/1347403847615000578
[1] https://twitter.com/endelstamberg/status/1345958252215988225

Top URLs in Tweet in G6:
[1] https://twitter.com/WHOAFRO/status/1346479942402338816
[1] https://twitter.com/WHOAFRO/status/1347178891916488704
[1] https://twitter.com/YEDNetworkKe/status/1344493428189622272

Top URLs in Tweet in G7:
[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 G8:
[1] https://www.facebook.com/watch/?v=393219409119540

Top URLs in Tweet in G9:
[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 URLs in Tweet in G10:
[2] https://twitter.com/nxthompson/status/1345170970814926848
[1] https://www.cnn.com/2021/01/04/asia/india-vaccine-roll-out-intl-hnk/index.html
[1] https://twitter.com/Atul_Gawande/status/1344265766191964160
[1] https://twitter.com/DrEricDing/status/1346564722817191938
[1] https://www.nytimes.com/2021/01/07/world/fauci-coronavirus-january.html
[1] https://twitter.com/CarlosdelRio7/status/1346077380314615808
[1] https://www.nytimes.com/2020/12/30/opinion/covid-vaccine-bobby-kennedy.html?smid=tw-share
[1] https://www.newyorker.com/magazine/2021/01/04/the-plague-year
[1] https://twitter.com/washingtonpost/status/1346119231469985793
[1] https://twitter.com/mfratzscher/status/1345314078311538688

Top Domains
Top Domains in Tweet in Entire Graph:
[396] twitter.com
[43] youtube.com
[31] coviz.org
[30] instagram.com
[22] dt51.net
[16] com.my
[15] news4teachers.de
[15] carpha.org
[14] swarmapp.com
[12] facebook.com

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

Top Domains in Tweet in G2:
[165] twitter.com
[19] youtube.com
[15] instagram.com
[6] facebook.com
[5] medicalsolutionsventures.com
[4] egmontinstitute.be
[4] allrecipes.com
[4] thetiptoefairy.com
[3] medium.com
[3] linkedin.com

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

Top Domains in Tweet in G5:
[71] twitter.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 G6:
[3] twitter.com

Top Domains in Tweet in G7:
[4] gov.ie
[1] islamireland.ie
[1] twitter.com

Top Domains in Tweet in G8:
[1] facebook.com

Top Domains in Tweet in G9:
[1] twitter.com
[1] cbc.ca

Top Domains in Tweet in G10:
[8] twitter.com
[2] nytimes.com
[1] cnn.com
[1] newyorker.com
[1] nbcsandiego.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3139] flattenthecurve
[1494] climatestrikeonline
[607] covid19
[543] wearamask
[347] stayhome
[291] facetheclimateemergency
[240] fridaysforfuture
[191] coronavirus
[178] socialdistancing
[170] staysafe



Top Hashtags in Tweet in G1:
[1356] 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:
[690] flattenthecurve
[175] covid19
[87] staysafe
[81] stayhome
[69] socialdistancing
[65] wearamask
[58] coronavirus
[54] washyourhands
[51] covid_19
[46] stayathome

Top Hashtags in Tweet in G3:
[59] flattenthecurve
[27] crushb117
[20] coronatagebuch
[19] zerocovid
[7] bewegungsradius
[4] b117
[2] climatestrikeonline
[2] schulen
[2] lasstdieschulenzu
[1] corona

Top Hashtags in Tweet in G4:
[5] flattenthecurve
[5] coronaapp
[3] climatestrikeonline
[1] pressekonferenz
[1] blacklivesmatter
[1] haltdiefressebild
[1] fckafd
[1] fcknzs
[1] freeassange

Top Hashtags in Tweet in G5:
[268] facetheclimateemergency
[184] flattenthecurve
[182] fridaysforfuture
[161] makeadifference
[149] fightclimateinjustice
[131] climatechangeisreal
[120] climatestrikeonline
[77] schoolstrike4climate
[73] climateaction
[10] withdrawthecap

Top Hashtags in Tweet in G6:
[112] flattenthecurve
[91] newyear2021
[91] covid
[14] newnormal
[14] angamizacorona
[11] covid19pandemic
[9] uhcinafrica
[7] covid19
[6] climatechangepandemic
[6] lockdowngbvpandemic

Top Hashtags in Tweet in G7:
[30] flattenthecurve
[17] stayhome
[11] covidvaccine
[7] covid19ireland
[7] sunset
[6] staysafe
[6] staystrong
[6] staywell
[6] exercise
[6] 5km

Top Hashtags in Tweet in G8:
[472] flattenthecurve
[309] wearamask
[113] pienaarspoort
[103] leralla
[102] naledi
[86] mabopane
[28] covid19
[28] staysafe
[27] wearyourmask
[25] socialdistancing

Top Hashtags in Tweet in G9:
[4] flattenthecurve
[1] climatestrikeonline
[1] stayhome
[1] onpoli

Top Hashtags in Tweet in G10:
[23] flattenthecurve
[10] covid19
[5] togetherwecan
[4] vaccine
[3] pandemic
[3] mrna
[3] surge
[3] essentialworkers
[3] sandiegocounty
[3] covid19vaccine

Top Words
Top Words in Tweet in Entire Graph:
[3133] #flattenthecurve
[1507] school
[1494] #climatestrikeonline
[1490] strike
[1464] week
[1420] pandemic
[1413] gretathunberg
[1409] doing
[1371] ongoing
[1365] physical

Top Words in Tweet in G1:
[1360] week
[1356] #climatestrikeonline
[1355] gretathunberg
[1334] strike
[1332] school
[1318] ongoing
[1318] pandemic
[1318] doing
[1311] physical
[1311] strikes

Top Words in Tweet in G2:
[685] #flattenthecurve
[175] #covid19
[91] ÿðÿ
[86] #staysafe
[81] #stayhome
[69] #socialdistancing
[65] die
[63] #wearamask
[58] #coronavirus
[57] stay

Top Words in Tweet in G3:
[368] die
[150] ehemalige
[150] kollegin
[150] arbeitet
[150] schlimm
[150] berichtet
[150] alten
[150] beatmet
[149] derdude72
[59] #flattenthecurve

Top Words in Tweet in G4:
[205] zehn
[205] monate
[205] beginn
[205] pandemie
[205] passiert
[205] vielen
[205] gesundheitsã
[205] mtern
[205] stadt
[205] wochenenden

Top Words in Tweet in G5:
[268] #facetheclimateemergency
[184] #flattenthecurve
[182] #fridaysforfuture
[161] #makeadifference
[149] #fightclimateinjustice
[141] school
[141] strike
[122] #climatechangeisreal
[120] #climatestrikeonline
[110] climate

Top Words in Tweet in G6:
[112] #flattenthecurve
[104] yednetworkke
[98] infections
[91] #newyear2021
[91] #covid
[86] matters
[84] countdown
[84] reduced
[84] embrace
[78] norma

Top Words in Tweet in G7:
[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 G8:
[510] station
[472] #flattenthecurve
[406] train
[309] #wearamask
[222] stopping
[176] pretoria
[164] next
[163] passed
[113] #pienaarspoort
[103] #leralla

Top Words in Tweet in G9:
[58] region
[30] ontarians
[30] today
[30] living
[30] highest
[30] level
[30] weekly
[30] cases
[30] 100k
[30] those

Top Words in Tweet in G10:
[23] #flattenthecurve
[10] #covid19
[5] #togetherwecan
[5] need
[4] cdcgov
[4] #vaccine
[4] masks
[4] hand
[4] hygiene
[3] #pandemic

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1488] school,strike
[1382] strike,week
[1371] ongoing,pandemic
[1371] pandemic,doing
[1371] doing,#climatestrikeonline
[1363] #climatestrikeonline,physical
[1361] gretathunberg,school
[1357] physical,strikes
[1355] week,125
[1352] 125,ongoing

Top Word Pairs in Tweet in G1:
[1332] school,strike
[1324] strike,week
[1318] gretathunberg,school
[1318] ongoing,pandemic
[1318] pandemic,doing
[1318] doing,#climatestrikeonline
[1311] #climatestrikeonline,physical
[1311] physical,strikes
[1306] week,125
[1304] 125,ongoing

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

Top Word Pairs in Tweet in G3:
[150] ehemalige,kollegin
[150] kollegin,arbeitet
[150] arbeitet,schlimm
[150] schlimm,berichtet
[150] berichtet,die
[150] die,alten
[150] alten,die
[150] die,beatmet
[149] derdude72,ehemalige
[27] need,#crushb117

Top Word Pairs in Tweet in G4:
[205] zehn,monate
[205] monate,beginn
[205] beginn,pandemie
[205] pandemie,passiert
[205] passiert,vielen
[205] vielen,gesundheitsã
[205] gesundheitsã,mtern
[205] mtern,stadt
[205] stadt,wochenenden
[205] wochenenden,feiertagen

Top Word Pairs in Tweet in G5:
[161] #facetheclimateemergency,#makeadifference
[148] #makeadifference,#fightclimateinjustice
[141] school,strike
[121] #fightclimateinjustice,#climatechangeisreal
[104] #fridaysforfuture,#flattenthecurve
[102] #flattenthecurve,#facetheclimateemergency
[98] strike,climate
[98] climate,eve_chantel
[98] eve_chantel,#fridaysforfuture
[96] vanessa_vash,school

Top Word Pairs in Tweet in G6:
[84] countdown,matters
[84] matters,#newyear2021
[84] #newyear2021,reduced
[84] reduced,#covid
[84] #covid,infections
[84] infections,#flattenthecurve
[84] #flattenthecurve,embrace
[83] yednetworkke,countdown
[78] embrace,norma
[15] covid,19

Top Word Pairs in Tweet in G7:
[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 G8:
[222] stopping,station
[209] #wearamask,#flattenthecurve
[160] next,stopping
[110] #pienaarspoort,train
[100] #naledi,train
[99] #leralla,train
[92] #flattenthecurve,#wearamask
[90] train,pretoria
[85] #mabopane,train
[71] station,#wearamask

Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[5] #togetherwecan,#flattenthecurve
[4] hand,hygiene
[3] #surge,feared
[3] feared,year
[3] year,#flattenthecurve
[3] #flattenthecurve,masks
[3] masks,distancing
[3] distancing,hand
[3] hygiene,rapid
[3] rapid,scaling

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

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G3:
@luca
@miob1781
@hausaffe_
@andreas_hartjes
@melonewq
@jadekhalife
@jcaktiv
@corneliusroemer
@me2birdie
@mspro

Top Replied-To in G4:
@staatsflieger

Top Replied-To in G5:
@gretathunberg
@fff_saj

Top Replied-To in G6:
@yednetworkke
@amref_kenya

Top Replied-To in G8:
@gautenghealth

Top Replied-To in G9:
@jhengstler

Top Replied-To in G10:
@washingtonpost
@iscienceluvr
@einundausatmen
@thetruscotsman

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@robert_kiesel
@derdude72
@eve_chantel
@vanessa_vash
@yednetworkke
@makeadi30164733
@merrionstreet
@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
@easylivingfl
@cmilohamilton
@musicinjections
@subyroy
@ehrlichboese
@etpandadave
@ndnos

Top Mentioned in G3:
@derdude72
@seancjsch
@preislerka
@gebirgsziege
@robert_kiesel
@tilhemwell
@goldmar81983101
@jensspahn
@gretathunberg
@kakape

Top Mentioned in G4:
@robert_kiesel
@derdude72
@dienstnavom
@garafat87
@gretathunberg
@tagesspiegel
@tmo_wizard
@ktwiesel1

Top Mentioned in G5:
@eve_chantel
@vanessa_vash
@makeadi30164733
@gretathunberg
@patriciakombo
@endelstamberg
@stratkotter
@connect4climate
@_ecowarrior_
@lynlinking

Top Mentioned in G6:
@yednetworkke
@amref_worldwide
@moh_kenya
@who
@whokenya
@amref_kenya
@euinkenya
@whoafro
@greenshango
@nationalerke

Top Mentioned in G7:
@merrionstreet
@djcribbin
@drcsadlier
@idahocafe
@failte_ireland
@monaghancoco
@islamireland
@theidahochef

Top Mentioned in G8:
@gp_commsafety
@citytshwane
@metrorailgp
@faithmazibukosa
@15
@drmokgethi
@nkomonomantu
@sataxi_official
@18
@david_makhura

Top Mentioned in G9:
@billius27
@rowpublichealth
@time
@jlay02
@jhengstler
@gretathunberg

Top Mentioned in G10:
@cdcgov
@khmayer1
@biontech_group
@moderna_tx
@erictopol
@theatlantic
@jackiecreatv
@beaumonthealth
@nytimes
@pfizer

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@animalsholbox
@gocoo_59
@gocoo
@threadreaderapp
@ejlazar
@rjber15
@femtech_
@andreasandy3131
@chrisbrey1

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

Top Tweeters in G2:
@kingchecaugo
@subyroy
@osmehsastavom
@bettycjung
@turekandrew
@hernameis_bea
@jordanwlester88
@inceiie
@h1jabae
@fabcojim

Top Tweeters in G3:
@michael_kunz
@tilhemwell
@alfred996
@eddiotos
@eumelfink09
@leonie2457
@zeitonline
@nocki61
@catinchief
@matthiasfranck

Top Tweeters in G4:
@andreasandy3131
@chrisbrey1
@_arushinjitsu_
@raumplanungtv
@bbattmer
@heiderosie
@project1enigma
@tagesspiegel
@countup
@liese_mueller

Top Tweeters in G5:
@mailonline
@lynlinking
@panamarhradio
@ourfuturebot
@autonomouswolf
@eco1start
@kbleecaster
@xpatjock
@caffenefiend
@redmayne_robert

Top Tweeters in G6:
@karryjay
@un
@magic2girl
@ptchimusoro
@who
@smileycherry2
@unicef
@nickmangwana
@kirinyaga_duke
@jaykiluu

Top Tweeters in G7:
@thepainterflynn
@eire353
@eatingbeagles
@theskibeagle
@kier323
@kmurphyindep
@idahocafe
@theleggalamb
@buseireann
@celticwan

Top Tweeters in G8:
@mpho_pitsi_sa
@abramjee
@_arrivealive
@anneleonardpta
@lavitosoul
@maraenslin
@citytshwane
@childrenoffire
@lwandontentesa
@lindsaymanthey

Top Tweeters in G9:
@time
@ojibray
@bobbaileypc
@mbohl07
@jhengstler
@dezsmom
@coombesleanne
@susang8
@billius27
@eastendcommuni1

Top Tweeters in G10:
@brendaperrott
@nytimes
@washingtonpost
@nbcsandiego
@theatlantic
@musichistorylaw
@kempo50
@newyorker
@carlosdelrio7
@astutecitizen