Malaria, Twitter, 5/27/2022 2:38:48 PM, 277161


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Malaria_2022-05-27_07-09-41.xlsx
Malaria_2022-05-27_07-09-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 27, 2022
Short Description:
Malaria via NodeXL https://bit.ly/38TLbN0
@idcobot
@chatwithchauke
@zeromalaria
@who
@firstladyship
@globalfund
@subpharmacist
@musakhawula
@malarianomoreuk
@kenyanbynature

Top hashtags:
#malaria
#drawtheline
#africaday
#zeromalaria
#endmalaria
#hiring
#chogm2022
#tb

Description:
Description
The graph represents a network of 8,387 Twitter users whose tweets in the requested range contained "Malaria", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 27 May 2022 at 14:18 UTC.

The requested start date was Friday, 27 May 2022 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 3-day, 2-hour, 28-minute period from Monday, 23 May 2022 at 21:30 UTC to Thursday, 26 May 2022 at 23:58 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 : 8387
Unique Edges : 5379
Edges With Duplicates : 10780
Total Edges : 16159
Number of Edge Types : 5
Replies to : 1229
Retweet : 4754
MentionsInRetweet : 6069
Tweet : 1531
Mentions : 2576
Self-Loops : 1590
Reciprocated Vertex Pair Ratio : 0.0190692395005675
Reciprocated Edge Ratio : 0.0374248162174204
Connected Components : 1903
Single-Vertex Connected Components : 783
Maximum Vertices in a Connected Component : 1900
Maximum Edges in a Connected Component : 6255
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.158665
Graph Density : 0.000127649200773539
Modularity : 0.555142
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,387 Twitter users whose tweets in the requested range contained "Malaria", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 27 May 2022 at 14:18 UTC.

The requested start date was Friday, 27 May 2022 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 3-day, 2-hour, 28-minute period from Monday, 23 May 2022 at 21:30 UTC to Thursday, 26 May 2022 at 23:58 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 : Malaria
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:
[82] https://act.one.org/sign/global-fund-handraiser-2022?utm_source=twitter&source=twitter&utm_medium=email&utm_content=signer-social-share-action&utm_campaign=hivaids
[32] https://www.reuters.com/business/healthcare-pharmaceuticals/davos-booster-18-billion-fund-fight-aids-tuberculosis-malaria-2022-05-24/?taid=628c95339c851e00019deaa7&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[28] https://www.hypresslive.com/2022/05/25/bonang-joins-global-campaign-against-malaria/
[26] https://my.corehr.com/pls/uoxrecruit/erq_jobspec_version_4.display_form?p_company=10&p_internal_external=E&p_display_in_irish=N&p_process_type=&p_applicant_no=&p_form_profile_detail=&p_display_apply_ind=Y&p_refresh_search=Y&p_recruitment_id=157993
[25] https://www.indiatoday.in/science/story/jnu-researchers-develop-sugar-candies-that-could-treat-malaria-in-children-1952883-2022-05-23
[16] https://www.thenationalnews.com/business/2022/05/25/davos-2022-bill-gates-says-pfizer-partnership-will-support-malaria-mrna-vaccine-dream/
[16] https://www.youtube.com/watch?v=fIGklXia7zI&feature=youtu.be

[15] https://twitter.com/betterworld_22/status/1529479320489578498
[15] https://africanarguments.org/2022/05/the-solvable-health-issue-that-kills-more-than-malaria-aids-and-tb/
[15] https://www.gov.br/saude/pt-br

Top URLs in Tweet in G1:
[71] https://act.one.org/sign/global-fund-handraiser-2022?utm_source=twitter&source=twitter&utm_medium=email&utm_content=signer-social-share-action&utm_campaign=hivaids
[8] https://twitter.com/betterworld_22/status/1529479320489578498
[7] https://act.one.org/sign/global-fund-handraiser-2022-nl/?utm_source=twitter&source=twitter&utm_medium=email&utm_content=signer-social-share-action&utm_campaign=global-fund
[6] https://www.indiatoday.in/science/story/jnu-researchers-develop-sugar-candies-that-could-treat-malaria-in-children-1952883-2022-05-23
[3] https://twitter.com/michael312912/status/1528771949509455872
[3] https://www.reuters.com/business/healthcare-pharmaceuticals/davos-booster-18-billion-fund-fight-aids-tuberculosis-malaria-2022-05-24/
[2] https://news.yahoo.com/davos-booster-18-billion-fund-064631934.html
[2] https://chronicle.lu/category/international/41104-davos-booster-for-18bn-fund-to-fight-aids-tuberculosis-malaria
[2] https://africanarguments.org/2022/05/the-solvable-health-issue-that-kills-more-than-malaria-aids-and-tb/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.publico.pt/2007415

Top URLs in Tweet in G2:
[27] https://www.hypresslive.com/2022/05/25/bonang-joins-global-campaign-against-malaria/
[14] https://www.youtube.com/watch?v=fIGklXia7zI&feature=youtu.be

[14] https://www.indiatoday.in/science/story/jnu-researchers-develop-sugar-candies-that-could-treat-malaria-in-children-1952883-2022-05-23
[10] https://zeromalaria.org/
[7] https://www.reuters.com/business/healthcare-pharmaceuticals/davos-booster-18-billion-fund-fight-aids-tuberculosis-malaria-2022-05-24/
[5] https://gautenglifestylemag.co.za/bonang-matheba-joins-draw-the-line-against-malaria-campaign/
[4] https://hffg.org/malaria-in-pregnancy-hffg-project-team-saves-woman-from-losing-baby/
[3] https://twitter.com/ZeroMalaria/status/1529365521665339392
[3] https://twitter.com/opigojimmy/status/1529144028259917826
[3] https://www.youtube.com/watch?v=VOPrMl4pebg&feature=youtu.be


Top URLs in Tweet in G4:
[4] https://act.one.org/sign/global-fund-handraiser-2022?utm_source=twitter&source=twitter&utm_medium=email&utm_content=signer-social-share-action&utm_campaign=hivaids
[3] https://davidhume.org/texts/h/
[3] http://darwin-online.org.uk/EditorialIntroductions/Chancellor_fieldNotebooks1.4.html
[3] http://darwin-online.org.uk/content/frameset?pageseq=6&itemID=A241&viewtype=text
[3] https://www.malariasite.com/wars-victims/
[3] https://www.scienceopen.com/hosted-document?doi=10.15212/ZOONOSES-2021-0015
[3] https://www.who.int/about/accountability/results/who-results-report-2020-2021/country-story/2021/indonesia
[2] https://www.tbsnews.net/world/global-economy/davos-booster-18-billion-fund-fight-aids-tuberculosis-and-malaria-425898#.Yoye0T8EJD0.twitter
[2] https://www.pharmalive.com/davos-booster-for-18-billion-fund-to-fight-aids-tuberculosis-and-malaria/
[2] https://tstga.com/world/africa/kenya/kenyan-city-news/suspected-malaria-outbreak-in-a-kenyan-school/

Top URLs in Tweet in G5:
[3] https://www.npr.org/sections/goatsandsoda/2022/05/13/1098536246/first-malaria-vaccine-hits-1-million-dose-milestone-although-it-has-its-shortcom
[2] https://youtu.be/VOPrMl4pebg
[2] https://www.youtube.com/watch?v=fIGklXia7zI&feature=youtu.be

[1] https://www.youtube.com/watch?v=VOPrMl4pebg&feature=youtu.be

[1] https://zeromalaria.org/
[1] https://twitter.com/chatwithchauke/status/1396526519615377409
[1] https://www.telegraph.co.uk/global-health/science-and-disease/new-mosquito-grounding-insecticide-could-revive-stalling-fight/
[1] https://news.sky.com/story/use-of-mosquito-nets-in-malaria-prone-countries-helps-children-reach-adulthood-study-says-12531512
[1] https://www.sciencealert.com/here-s-how-the-sound-of-mosquitoes-mating-rituals-can-help-us-control-malaria
[1] https://www.economist.com/podcasts/2022/04/05/how-do-you-solve-a-problem-like-malaria

Top URLs in Tweet in G6:
[2] https://bit.ly/3PH6qCo
[1] https://afyainfo.co.tz/ugonjwa-wa-malaria-dalili-kinga-tiba/

Top URLs in Tweet in G7:
[1] https://cash.app/$AshleyTheGoat2

Top URLs in Tweet in G8:
[1] https://malariajournal.biomedcentral.com/track/pdf/10.1186/s12936-020-03541-w.pdf
[1] https://www.cnbc.com/2017/11/28/bill-gates-released-swarming-mosquitoes-to-make-a-point-about-malaria.html
[1] https://www.thenationalnews.com/business/2022/05/25/davos-2022-bill-gates-says-pfizer-partnership-will-support-malaria-mrna-vaccine-dream/

Top URLs in Tweet in G9:
[1] https://twitter.com/littlebowrby/status/1528717722234015749
[1] https://twitter.com/ismerie__mtr/status/1529048797644566528

Top URLs in Tweet in G10:
[24] https://my.corehr.com/pls/uoxrecruit/erq_jobspec_version_4.display_form?p_company=10&p_internal_external=E&p_display_in_irish=N&p_process_type=&p_applicant_no=&p_form_profile_detail=&p_display_apply_ind=Y&p_refresh_search=Y&p_recruitment_id=157993
[2] https://pubmed.ncbi.nlm.nih.gov/35606796/?utm_source=Other&utm_medium=rss&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220525001325&v=2.17.6
[1] https://www.sciencedirect.com/science/article/pii/S0065308X22000161?dgcid=rss_sd_all
[1] https://pubmed.ncbi.nlm.nih.gov/35604186/?utm_source=Other&utm_medium=rss&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220524061326&v=2.17.6
[1] https://pubmed.ncbi.nlm.nih.gov/35605814/?utm_source=Other&utm_medium=rss&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220524181338&v=2.17.6
[1] https://pubmed.ncbi.nlm.nih.gov/35609946/?utm_source=Other&utm_medium=rss&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220526064338&v=2.17.6
[1] https://www.pnas.org/doi/full/10.1073/pnas.2104282119
[1] https://bmcmedicine.biomedcentral.com/articles/10.1186/s12916-021-02224-w
[1] https://www.science.org/doi/pdf/10.1126/science.abj0089
[1] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-022-04183-w?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[232] twitter.com
[131] one.org
[50] reuters.com
[46] youtube.com
[28] hypresslive.com
[27] indiatoday.in
[26] corehr.com
[20] thenationalnews.com
[17] africanarguments.org
[16] gov.br

Top Domains in Tweet in G1:
[115] one.org
[108] twitter.com
[7] com.ng
[6] indiatoday.in
[5] youtube.com
[5] nih.gov
[5] co.za
[5] reuters.com
[3] com.br
[3] devdiscourse.com

Top Domains in Tweet in G2:
[39] twitter.com
[27] hypresslive.com
[21] youtube.com
[14] indiatoday.in
[12] zeromalaria.org
[8] co.za
[8] reuters.com
[4] hffg.org
[3] youtu.be
[3] who.int

Top Domains in Tweet in G4:
[19] twitter.com
[8] who.int
[6] youtube.com
[6] org.uk
[4] one.org
[4] nature.com
[3] davidhume.org
[3] malariasite.com
[3] scienceopen.com
[3] theconversation.com

Top Domains in Tweet in G5:
[3] youtube.com
[3] npr.org
[2] youtu.be
[2] co.uk
[1] zeromalaria.org
[1] twitter.com
[1] sky.com
[1] sciencealert.com
[1] economist.com
[1] speakupafrica.org

Top Domains in Tweet in G6:
[2] bit.ly
[1] co.tz

Top Domains in Tweet in G7:
[1] cash.app

Top Domains in Tweet in G8:
[1] biomedcentral.com
[1] cnbc.com
[1] thenationalnews.com

Top Domains in Tweet in G9:
[2] twitter.com

Top Domains in Tweet in G10:
[24] corehr.com
[5] nih.gov
[2] biomedcentral.com
[2] iddjobs.org
[1] sciencedirect.com
[1] pnas.org
[1] science.org
[1] scotsman.com
[1] findaphd.com
[1] ac.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[571] malaria
[171] drawtheline
[166] africaday
[92] zeromalaria
[66] endmalaria
[46] hiring
[44] chogm2022
[43] tb
[42] kigalisummit
[41] cryoet



Top Hashtags in Tweet in G1:
[22] malaria
[5] africaday
[4] hiv
[4] healthcare
[4] africa
[4] dengue
[3] nigeria
[3] jnu
[3] aids
[3] africaday2022

Top Hashtags in Tweet in G2:
[172] malaria
[156] drawtheline
[145] africaday
[83] zeromalaria
[44] endmalaria
[41] chogm2022
[36] kigalisummit
[36] zeromalariayouthke
[31] zeromalariastartswithme
[30] tb

Top Hashtags in Tweet in G4:
[252] malaria
[26] emblmalaria
[18] biomalpar
[11] indonesia
[11] aids
[10] covid19
[10] tuberculosis
[9] endmalaria
[9] icymi
[9] drawtheline

Top Hashtags in Tweet in G5:
[7] africaday
[6] malaria
[5] zeromalaria
[4] drawtheline
[4] endmalaria
[3] burkinafaso
[2] kigalisummit
[2] chogm2022
[1] zeromalariastartswithme
[1] fightforwhatcounts

Top Hashtags in Tweet in G9:
[1] dblegends

Top Hashtags in Tweet in G10:
[39] malaria
[4] research
[4] daytime
[2] plasmodium
[1] amr
[1] hiv
[1] wha75
[1] metapopulations
[1] speciescomposition
[1] surveillancedata

Top Words
Top Words in Tweet in Entire Graph:
[6011] malaria
[926] fighting
[795] against
[591] disease
[571] #malaria
[526] medicine
[495] year
[483] nigeria
[479] world
[451] gun

Top Words in Tweet in G1:
[820] malaria
[158] aids
[137] tuberculosis
[108] fight
[107] lives
[106] join
[104] save
[57] hiv
[42] malária
[42] one

Top Words in Tweet in G2:
[1048] malaria
[286] zeromalaria
[256] against
[249] world
[222] pressure
[172] #malaria
[164] leaders
[156] #drawtheline
[145] #africaday
[142] campaign

Top Words in Tweet in G3:
[872] fighting
[443] malaria
[437] nigerians
[436] against
[436] gun
[436] protectors
[436] congress
[436] nigeria
[436] medicine
[435] firstladyship

Top Words in Tweet in G4:
[252] #malaria
[183] malaria
[49] last
[48] health
[48] work
[37] more
[36] dr
[35] drtedros
[33] global
[33] usaid

Top Words in Tweet in G5:
[355] chatwithchauke
[264] old
[259] returning
[259] tweet
[259] failed
[259] biology
[259] academically
[259] excluded
[259] uct
[259] 1st

Top Words in Tweet in G6:
[520] malaria
[302] disease
[295] subpharmacist
[165] one
[151] deadly
[151] according
[151] cdc
[151] centre
[151] control
[151] prevention

Top Words in Tweet in G7:
[196] don
[196] following
[196] such
[196] late
[196] notice
[196] crying
[196] speak
[196] help
[196] dying
[196] crazy

Top Words in Tweet in G8:
[156] malaria
[151] betterworld_22
[147] bill
[147] gates
[146] mrna
[146] vaccine
[5] talking
[4] guy
[4] released
[3] talk

Top Words in Tweet in G9:
[138] ipromxyt
[137] loly_mohasey
[101] whiteliste
[101] lé
[101] viens
[100] hihihi
[100] mou4
[100] l'équipe
[100] d'établir
[100] l'instant

Top Words in Tweet in G10:
[46] work
[45] malaria
[39] #malaria
[32] vector
[32] control
[32] people
[30] postdoc
[29] treatment
[29] modelling
[28] dying

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[457] malaria,medicine
[450] fighting,malaria
[441] fighting,against
[441] against,gun
[441] gun,protectors
[441] protectors,congress
[441] congress,nigeria
[441] nigeria,nigerians
[441] nigerians,fighting
[440] firstladyship,fighting

Top Word Pairs in Tweet in G1:
[114] aids,malaria
[109] malaria,tuberculosis
[71] fight,save
[71] save,lives
[71] lives,aids
[70] join,fight
[37] hiv,aids
[33] ve,added
[33] added,name
[33] name,help

Top Word Pairs in Tweet in G2:
[187] against,malaria
[112] world,leaders
[106] turn,pressure
[95] zeromalaria,malaria
[90] end,malaria
[83] beat,malaria
[82] pressure,world
[78] leaders,commit
[78] turning,pressure
[76] malaria,ve

Top Word Pairs in Tweet in G3:
[436] fighting,against
[436] against,gun
[436] gun,protectors
[436] protectors,congress
[436] congress,nigeria
[436] nigeria,nigerians
[436] nigerians,fighting
[436] fighting,malaria
[436] malaria,medicine
[435] firstladyship,fighting

Top Word Pairs in Tweet in G4:
[29] global,health
[29] drtedros,globalgoalsun
[26] work,together
[26] together,partners
[26] partners,cartercenter
[26] cartercenter,travel
[26] travel,last
[26] last,mile
[26] mile,eradication
[26] eradication,move

Top Word Pairs in Tweet in G5:
[259] returning,old
[259] old,tweet
[259] tweet,failed
[259] failed,biology
[259] biology,academically
[259] academically,excluded
[259] excluded,uct
[259] uct,1st
[259] 1st,year
[258] chatwithchauke,returning

Top Word Pairs in Tweet in G6:
[152] subpharmacist,malaria
[151] malaria,deadly
[151] deadly,disease
[151] disease,according
[151] according,cdc
[151] cdc,centre
[151] centre,disease
[151] disease,control
[151] control,prevention
[151] prevention,malaria

Top Word Pairs in Tweet in G7:
[196] don,following
[196] following,such
[196] such,late
[196] late,notice
[196] notice,crying
[196] crying,speak
[196] speak,help
[196] help,dying
[196] dying,crazy
[195] azaewe,don

Top Word Pairs in Tweet in G8:
[147] bill,gates
[145] gates,malaria
[145] malaria,mrna
[145] mrna,vaccine
[144] betterworld_22,bill
[7] betterworld_22,malaria
[3] malaria,being
[3] being,released
[3] released,next
[3] malaria,parasite

Top Word Pairs in Tweet in G9:
[100] hihihi,whiteliste
[100] whiteliste,mou4
[100] mou4,lé
[100] lé,ipromxyt
[100] ipromxyt,l'équipe
[100] l'équipe,viens
[100] viens,d'établir
[100] d'établir,l'instant
[100] l'instant,sans
[100] sans,leur

Top Word Pairs in Tweet in G10:
[32] vector,control
[30] malaria,vector
[28] people,dying
[28] dying,common
[28] common,treatable
[28] treatable,infections
[28] infections,bacteria
[28] bacteria,cause
[28] cause,become
[28] become,resistant

Top Replied-To
Top Replied-To in Entire Graph:
@loly_mohasey
@dayoamusa
@malariayouthke
@mrbankstips
@sparksshaniz
@thedianadennis
@mrfunny____
@melaniatrump
@tunde_od
@who

Top Replied-To in G1:

Top Replied-To in G2:
@malariayouthke
@lvlevav
@malarianomoreuk
@unaids_pakistan
@opigojimmy
@bonang
@shailjasingh75
@roperfreebrand
@endmalaria
@ms_santablossom

Top Replied-To in G3:
@mariachike
@davidhundeyin
@franklyn_okolo

Top Replied-To in G4:
@drtedros
@who
@avidascalu
@ministervws
@peterhotez
@emmarincon
@medsformalaria

Top Replied-To in G5:
@linah_mutsa
@bonang
@luthi__
@dtumza
@mdlalosetido
@zeromalaria
@lindanordling
@msamkhize_
@amanda_mabhula
@chatwithchauke

Top Replied-To in G6:
@oribamss
@axamansard

Top Replied-To in G8:
@betterworld_22
@backtolife_2022
@beingrichard
@repscottperry

Top Replied-To in G9:
@loly_mohasey
@malaria_tv
@amdor41
@_mxzz_12
@sonicoleshadow
@wysox1
@saabhat
@padg_officiel
@bachaharzoune
@timmerman_dany

Top Replied-To in G10:
@eedreez505

Top Mentioned
Top Mentioned in Entire Graph:
@firstladyship
@chatwithchauke
@zeromalaria
@subpharmacist
@azaewe
@betterworld_22
@ipromxyt
@globalfund
@malariayouthke
@who

Top Mentioned in G1:
@taarifarwanda
@scidevnet
@dehradunnyk
@naitor_5
@amisri
@stigmabasen
@scivisionpub
@ausnew_homecare
@ubbisss

Top Mentioned in G2:
@zeromalaria
@malariayouthke
@globalfund
@malarianomoreuk
@bonang
@malariaarmy
@yemialadee
@alma_2030
@mefeater
@emily_edepi

Top Mentioned in G3:
@firstladyship
@donmikoto
@mariachike
@felixnweke
@urchilla01
@kenvicu

Top Mentioned in G4:
@who
@drtedros
@globalgoalsun
@cartercenter
@alwaleed_philan
@usaid
@embl
@pmigov
@mesamalaria
@usaidrwanda

Top Mentioned in G5:
@chatwithchauke
@zeromalaria
@zeromalariagb
@speakupafrica1
@globalfund
@gatesfoundation
@_africanunion
@malarianomore
@goodbyemalariaz
@sante_bf

Top Mentioned in G6:
@subpharmacist
@efuatawiahz
@sports_doctor2
@firstladyship
@afyainforx
@axamansard
@oribamss

Top Mentioned in G7:
@azaewe

Top Mentioned in G8:
@betterworld_22
@gop
@commonsensetho3
@johantwaddle
@randpaul
@excensorshipose
@melvecs
@seanhannity
@gregkellyusa
@chrissalcedo17

Top Mentioned in G9:
@ipromxyt
@loly_mohasey
@jltomy
@zipperr_
@medja_
@idater
@areliannn
@lz_haamaa
@shreik_
@aenotfr

Top Mentioned in G10:
@manica_amr
@lourencojml
@mafaldasviana
@erc_research
@iddjobs
@gardp_amr
@bloodsparasites
@arctech_innov
@ifakarahealth
@ibahcm

Top Tweeters
Top Tweeters in Entire Graph:
@kompascom
@andyvermaut
@vivacoid
@nasser__mo3gza
@pparzival
@diariotalcual
@independent
@billm9
@jayromee_
@glasgow_watch

Top Tweeters in G1:
@andyvermaut
@nasser__mo3gza
@pparzival
@jayromee_
@blackcentaurfx
@stigmabasen
@dev_discourse
@radioafricana
@davidlance3
@ptcruiserusa

Top Tweeters in G2:
@trigorosa
@le_figaro
@ebtesam00369622
@magarya
@lettylakesyde
@ubertoks
@nyac_juru_jesse
@monitor_ph
@bbcworld
@lajornadaonline

Top Tweeters in G3:
@ovieroskoles
@gigoghost
@chizo_alaribe
@homeleopard
@iykebufo
@selfinterestt
@__emeka__
@keepee101
@rashlawq10
@rapugodifenine

Top Tweeters in G4:
@glasgow_watch
@natioscourge
@john1966olsen
@cotey_mary
@trunfim
@mariastsehai
@wesleycoughlan
@innerfury4k
@mariasammutmasc
@3pennymovies

Top Tweeters in G5:
@_sphesihlem
@azania_magwala
@nkanyiso_ngqulu
@yayahcreative
@akanyangm
@phopstheko_
@_nwai
@thetimes
@zar_ntseto
@aura___xx

Top Tweeters in G6:
@theakwaibomite
@olukayblark
@riezseulement
@dlaureate
@akeula_trendy
@iamdoli_suave
@mayeesq
@udeme_ubah
@davedknd
@10xion_man

Top Tweeters in G7:
@amazonloni
@maltvegas
@amarealiyaaaah
@xiosan68
@tampabaybucsfan
@roseybloom25
@xenojaed
@81summer_
@cancer_dyke
@gaylilrenjun

Top Tweeters in G8:
@heidiec5
@rkastrejon
@gesanda
@kheatherbrown
@sheelaghg
@johndmtb
@stephphilip8
@ldhancock011
@elvan
@bucmon21

Top Tweeters in G9:
@ik0one
@jltomy
@salim_o_59
@levorac_
@frxxnn
@nmrqlfff
@ryansr7z
@areliannn
@deadzach44
@aikojack_

Top Tweeters in G10:
@thescotsman
@msep0003
@die_primel
@skatiq3
@oldenaturalist
@vilsjin
@infectiousdz
@perkohler
@bloodsparasites
@lexregina72


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