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#FlattenTheCurve_2021-10-13_01-04-02.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 13, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3lBmUir
@some1elseultra
@holmenkollin
@theunkn66772049
@do_kinder
@healthnagaland
@amref_worldwide
@mygovnagaland
@inquisitivegyn
@schorn_stephan
@viralvideovlogs

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan

Description:
Description
The graph represents a network of 810 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 Wednesday, 13 October 2021 at 08:04 UTC.

The requested start date was Wednesday, 13 October 2021 at 00:01 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, 8-minute period from Wednesday, 29 September 2021 at 00:06 UTC to Tuesday, 12 October 2021 at 12:14 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 : 810
Unique Edges : 483
Edges With Duplicates : 2260
Total Edges : 2743
Number of Edge Types : 5
Retweet : 589
MentionsInRetweet : 699
Tweet : 707
Mentions : 669
Replies to : 79
Self-Loops : 716
Reciprocated Vertex Pair Ratio : 0.021398002853067
Reciprocated Edge Ratio : 0.0418994413407821
Connected Components : 221
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 93
Maximum Edges in a Connected Component : 1050
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.418996
Graph Density : 0.00109264600405927
Modularity : 0.279487
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 810 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 Wednesday, 13 October 2021 at 08:04 UTC.

The requested start date was Wednesday, 13 October 2021 at 00:01 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, 8-minute period from Wednesday, 29 September 2021 at 00:06 UTC to Tuesday, 12 October 2021 at 12:14 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:
[8] https://api.whatsapp.com/send?phone=97125545555&text=Hello%2C%20Bareen.%20Can%20you%20help%20me%3F%0A%D9%85%D8%B1%D8%AD%D8%A8%D8%A7%D8%8C%20%D8%A8%D8%A7%D8%B1%D9%8A%D9%86.%20%D9%87%D9%84%20%D8%AA%D8%B3%D8%AA%D8%B7%D9%8A%D8%B9%20%D9%85%D8%B3%D8%A7%D8%B9%D8%AF%D8%AA%D9%8A%D8%9F
[6] https://www.twitch.tv/nezuryu
[4] https://www.reverbnation.com/blueturbanstone
[3] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[3] https://www.youtube.com/watch?v=Z-YWv1OQDQg&feature=youtu.be
[2] https://twitter.com/schorn_stephan/status/1447662603573108737
[2] https://twitter.com/_edgarfriendly/status/1447308985460314120
[2] https://www.stuff.co.nz/national/health/coronavirus/126622334/covid19-icu-anaesthetist-urges-leaders-dont-drop-the-ball-now
[2] https://twitter.com/DrEliDavid/status/1446570012966363146
[2] https://www.youtube.com/watch?v=laUB0TCWq1o&feature=youtu.be


Top URLs in Tweet in G1:
[8] https://api.whatsapp.com/send?phone=97125545555&text=Hello%2C%20Bareen.%20Can%20you%20help%20me%3F%0A%D9%85%D8%B1%D8%AD%D8%A8%D8%A7%D8%8C%20%D8%A8%D8%A7%D8%B1%D9%8A%D9%86.%20%D9%87%D9%84%20%D8%AA%D8%B3%D8%AA%D8%B7%D9%8A%D8%B9%20%D9%85%D8%B3%D8%A7%D8%B9%D8%AF%D8%AA%D9%8A%D8%9F
[2] https://learnthedigital.com/post.php?id=103
[2] https://twitter.com/DrEliDavid/status/1446570012966363146
[2] https://twitter.com/_edgarfriendly/status/1447308985460314120
[2] https://twitter.com/schorn_stephan/status/1447662603573108737
[1] https://twitter.com/ZeekArkham/status/1443067686804668420
[1] https://www.instagram.com/accounts/login/
[1] https://twitter.com/kyodo_sports_en/status/1443345650230317057
[1] https://twitter.com/paralympics/status/1443274024847650819
[1] https://lahirupestcontrol.lk/

Top URLs in Tweet in G3:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G5:
[1] https://captainstarkiller.blogspot.com/2021/08/taking-bribes.html?m=0
[1] https://twitter.com/megangailey/status/1443246152350978049
[1] https://twitter.com/doctor_oxford/status/1446184140437696514

Top URLs in Tweet in G6:
[3] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[1] https://twitter.com/WHOAFRO/status/1444716376183095301
[1] https://twitter.com/WHOAFRO/status/1442980748378742785

Top URLs in Tweet in G7:
[1] https://twitter.com/ems_junkie/status/1442814147675103234

Top URLs in Tweet in G8:
[1] https://twitter.com/ndrpresse/status/1447547555542409227
[1] https://twitter.com/aSchaFu/status/1412345447327408130?s=20

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1290] flattenthecurve
[382] covid19
[260] togetherwecan
[207] wearamask
[177] berailsmart
[176] washyourhands
[154] leralla
[137] nagaland
[128] nagalandagainstcovid
[103] naledi



Top Hashtags in Tweet in G1:
[180] flattenthecurve
[60] covid19
[28] coronavirus
[16] wearamask
[14] washyourhands
[14] getvaccinated
[13] covid
[13] stayathome
[13] socialdistance
[12] covid_19

Top Hashtags in Tweet in G2:
[51] flattenthecurve
[51] flatrate
[51] heinerultras

Top Hashtags in Tweet in G3:
[1] flattenthecurve
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] rri
[1] researchculture
[1] journorequest

Top Hashtags in Tweet in G4:
[43] flattenthecurve
[1] flatrate
[1] heinerultras

Top Hashtags in Tweet in G5:
[260] togetherwecan
[259] flattenthecurve
[257] covid19
[137] nagaland
[128] nagalandagainstcovid
[60] nagalandagainstcovid19
[3] students
[1] greatinitiative
[1] largestvaccinedrive
[1] lockdown

Top Hashtags in Tweet in G6:
[24] covid19
[9] getvaccinated
[7] deltavariant
[5] flattenthecurve
[3] covid19africa
[1] oneworldprotected
[1] wearamask
[1] covid19facts
[1] staysafe

Top Hashtags in Tweet in G7:
[16] flattenthecurve
[14] vaccinesplus
[1] vaccinespluss

Top Hashtags in Tweet in G8:
[10] flattenthecurve
[2] niedriginzidenzstrategie
[1] coronavirus
[1] nocovid
[1] gbd
[1] longcovid
[1] maskenpflicht
[1] lassdichimpfen
[1] staysafe

Top Hashtags in Tweet in G9:
[21] flattenthecurve

Top Hashtags in Tweet in G10:
[18] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1287] #flattenthecurve
[785] station
[404] train
[402] 2021
[382] #covid19
[369] next
[368] stopping
[321] departed
[278] october
[260] #togetherwecan

Top Words in Tweet in G1:
[179] #flattenthecurve
[60] #covid19
[34] ø
[34] ù
[30] 19
[28] #coronavirus
[17] stay
[17] covid
[16] good
[15] #wearamask

Top Words in Tweet in G2:
[51] wochen
[51] #flattenthecurve
[51] 2020
[51] monats
[51] #flatrate
[51] 2021
[51] #heinerultras
[50] some1elseultra

Top Words in Tweet in G3:
[2] dgurdasani1
[2] dbetteracademia
[2] morimahmoudi
[2] reneebleau
[2] suzanne_garrett
[2] evidencebase_im
[2] braincures
[2] marikasboros
[2] wellcometrust

Top Words in Tweet in G4:
[86] brauchen
[84] lockdown
[84] masken
[43] #flattenthecurve
[42] 14
[42] tage
[42] klappt
[42] helfen
[41] holmenkollin

Top Words in Tweet in G5:
[343] 2021
[272] october
[260] #togetherwecan
[258] #flattenthecurve
[257] #covid19
[224] healthnagaland
[199] status
[138] fresh
[138] positive
[138] recoveries

Top Words in Tweet in G6:
[25] amref_worldwide
[24] #covid19
[10] recommended
[10] fully
[10] vaccinated
[10] still
[10] infected
[10] infect
[10] others
[10] virus

Top Words in Tweet in G7:
[31] please
[21] inquisitivegyn
[20] stage
[16] #flattenthecurve
[15] things
[14] power
[14] #vaccinesplus
[13] fo
[8] vicgovdh
[8] strategy

Top Words in Tweet in G8:
[10] #flattenthecurve
[6] die
[4] karl_lauterbach
[3] c_drosten
[3] evilell
[3] br24
[3] vermutlich
[3] welle
[3] durchlaufen
[3] lassen

Top Words in Tweet in G9:
[21] #flattenthecurve
[20] schorn_stephan

Top Words in Tweet in G10:
[18] #flattenthecurve
[17] jonesdaeshon

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[368] next,stopping
[368] stopping,station
[367] station,next
[273] october,2021
[198] healthnagaland,#covid19
[154] #leralla,train
[138] fresh,positive
[137] bulletin,#nagaland
[134] 2021,dimapur
[130] #flattenthecurve,#washyourhands

Top Word Pairs in Tweet in G1:
[37] #covid19,#flattenthecurve
[16] ø,ù
[14] ù,ù
[13] #flattenthecurve,#wearamask
[13] covid,19
[13] ù,ø
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use

Top Word Pairs in Tweet in G2:
[51] wochen,#flattenthecurve
[51] #flattenthecurve,2020
[51] 2020,monats
[51] monats,#flatrate
[51] #flatrate,2021
[51] 2021,#heinerultras
[50] some1elseultra,wochen

Top Word Pairs in Tweet in G3:
[2] dgurdasani1,dbetteracademia
[2] dbetteracademia,morimahmoudi
[2] morimahmoudi,reneebleau
[2] reneebleau,suzanne_garrett
[2] suzanne_garrett,evidencebase_im
[2] evidencebase_im,braincures
[2] braincures,marikasboros

Top Word Pairs in Tweet in G4:
[42] brauchen,14
[42] 14,tage
[42] tage,lockdown
[42] lockdown,#flattenthecurve
[42] #flattenthecurve,lockdown
[42] lockdown,klappt
[42] klappt,brauchen
[42] brauchen,masken
[42] masken,masken
[42] masken,helfen

Top Word Pairs in Tweet in G5:
[272] october,2021
[198] healthnagaland,#covid19
[138] fresh,positive
[137] bulletin,#nagaland
[134] 2021,dimapur
[128] #nagaland,status
[125] #flattenthecurve,#togetherwecan
[89] kohima,mokokchung
[89] covid,19
[77] 19,bulletin

Top Word Pairs in Tweet in G6:
[10] fully,vaccinated
[10] vaccinated,still
[10] still,infected
[10] infected,infect
[10] infect,others
[10] others,#covid19
[10] #covid19,virus
[10] virus,continue
[9] washing,hands
[9] hands,regularly

Top Word Pairs in Tweet in G7:
[14] power,#flattenthecurve
[14] things,#vaccinesplus
[13] please,stage
[13] stage,power
[13] #flattenthecurve,please
[13] please,fo
[13] fo,things
[12] inquisitivegyn,please
[7] victoria,gone
[7] gone,over

Top Word Pairs in Tweet in G8:
[3] evilell,br24
[3] br24,vermutlich
[3] vermutlich,#flattenthecurve
[3] #flattenthecurve,die
[3] die,welle
[3] welle,durchlaufen
[3] durchlaufen,lassen
[3] lassen,gesteuert
[3] gesteuert,keiner
[3] keiner,laut

Top Word Pairs in Tweet in G9:
[20] schorn_stephan,#flattenthecurve

Top Word Pairs in Tweet in G10:
[17] jonesdaeshon,#flattenthecurve

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@some1elseultra
@cmonagaland
@pangnyu
@holmenkollin

Top Mentioned in G1:
@thisduanepaul
@mirzalibra10
@egmontinstitute

Top Mentioned in G2:
@some1elseultra

Top Mentioned in G3:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G4:
@holmenkollin
@some1elseultra

Top Mentioned in G5:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G6:
@amref_worldwide
@whoafro
@africacdc
@youthactke
@unicef
@usaid
@amrefssudan
@whosouthsudan
@mohsouthsudan

Top Mentioned in G7:
@inquisitivegyn
@vicgovdh
@theage
@burnetinstitute

Top Mentioned in G8:
@c_drosten
@karl_lauterbach
@br24
@brinkmannlab
@aschafu
@evilell
@cieseksandra
@ndrinfo
@1mathelehrer
@musician1980

Top Mentioned in G9:
@schorn_stephan

Top Mentioned in G10:
@jonesdaeshon

Top Tweeters
Top Tweeters in Entire Graph:
@edjlazar
@viralvideovlogs
@dclarediane
@john_siracusa
@asher_wolf
@morolswediu
@ketaminh
@birdwriter7
@fabriciosx
@welt

Top Tweeters in G1:
@bostonrandy
@lord_gow
@thisduanepaul
@fabcojim
@ergroovt
@miyuko_junsei
@boyackey_badmen
@gecko203
@beckluvsbunnies
@brinshannara

Top Tweeters in G2:
@pelisoro
@strasslady
@milkrun
@ealanicnamara
@inselkind16
@moschsabine
@farsight3
@susannebaessler
@chefofmembers
@nlpete007

Top Tweeters in G3:
@mbalter
@schneiderleonid
@hrw
@proftimnoakes
@seis_matters
@braincures
@reddit
@truthsayerodet1
@marikasboros
@un_women

Top Tweeters in G4:
@christi85573643
@brischleu
@atsticks
@holmenkollin
@alfredebeach
@deuchtliode
@horstx6
@twisser
@mothernaturefi1
@halli1501

Top Tweeters in G5:
@viralvideovlogs
@abhinav2307
@shachindrpandey
@sudarshantheva3
@cpnstarkiller
@chintandesai143
@nagalandbot
@billybee9991
@temsutulaimsong
@tiwarishubham03

Top Tweeters in G6:
@khasimwammaitsi
@unicef
@usaid
@citizenerased_o
@amref_worldwide
@whoafro
@amref_kenya
@ian_indeje
@pwaiganjo
@youthactke

Top Tweeters in G7:
@ketaminh
@schnoddelbotz
@theage
@chrislancashir3
@inquisitivegyn
@tbn97
@genomematt
@get_shortened
@perpetualwinger
@bunny2be

Top Tweeters in G8:
@br24
@mertinsk
@buerger18
@emmiweberwebde1
@ndrinfo
@jim_beau_27
@musician1980
@tim_roehn
@mpkemper
@potzdamma

Top Tweeters in G9:
@panpagan
@ruebenhorst
@karstenpater
@coldhandscrypto
@kebabchris
@pffuzzi
@schorn_stephan
@flietzke
@cynthior1
@emsa102

Top Tweeters in G10:
@bacardinen
@metro_west1
@orme_duncan
@tperronne
@huckleview
@charityawakning
@theoldgumtree
@washred4
@quriousin
@emil_jens