Malaria, Twitter, 9/9/2022 6:05:20 PM, 281603


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Malaria_2022-09-09_07-09-41.xlsx
Malaria_2022-09-09_07-09-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 09, 2022
Short Description:
Malaria via NodeXL https://bit.ly/3esDbF2
@globalfund
@idcobot
@who
@mytwocts
@uniofoxford
@bbcworld
@sindhhealthdpt
@zulfqaralishah
@amirmateen2
@malarianomoreuk

Top hashtags:
#malaria
#fightforwhatcounts
#vaccine
#hiv
#1point2billion
#meetthetarget
#germany
#nss

Description:
Description
The graph represents a network of 8,214 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, 09 September 2022 at 14:17 UTC.

The requested start date was Friday, 09 September 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 2-day, 11-hour, 57-minute period from Tuesday, 06 September 2022 at 00:07 UTC to Thursday, 08 September 2022 at 12:05 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 : 8214
Unique Edges : 5332
Edges With Duplicates : 10794
Total Edges : 16126
Number of Edge Types : 5
Retweet : 4751
MentionsInRetweet : 6134
Mentions : 2723
Replies to : 945
Tweet : 1573
Self-Loops : 1633
Reciprocated Vertex Pair Ratio : 0.0156517765337599
Reciprocated Edge Ratio : 0.0308211473565804
Connected Components : 1757
Single-Vertex Connected Components : 778
Maximum Vertices in a Connected Component : 3114
Maximum Edges in a Connected Component : 9029
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.074181
Graph Density : 0.000131778706286491
Modularity : 0.550658
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,214 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, 09 September 2022 at 14:17 UTC.

The requested start date was Friday, 09 September 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 2-day, 11-hour, 57-minute period from Tuesday, 06 September 2022 at 00:07 UTC to Thursday, 08 September 2022 at 12:05 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:
[212] https://www.bbc.co.uk/news/health-62797776
[103] https://trib.al/Cb36fi4
[56] https://www.bbc.com/news/health-62797776
[28] https://www.voanews.com/a/pakistan-reports-massive-outbreak-of-diarrhea-and-malaria-among-flood-victims/6730720.html
[27] https://tenor.com/view/star-wars-obi-wan-your-move-your-turn-revenge-of-the-sith-gif-21475207
[22] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900442-X%2Ffulltext&rc=0
[18] https://www.ox.ac.uk/news/2022-09-08-malaria-booster-vaccine-continues-meet-who-specified-75-efficacy-goal
[15] https://www.globalcitizen.org/en/action/world-leaders-save-lives-now/
[15] https://news.sky.com/story/new-malaria-vaccine-could-cut-deaths-by-70-british-scientists-say-12692170
[14] https://trib.al/ibD1JfJ

Top URLs in Tweet in G1:
[95] https://www.bbc.co.uk/news/health-62797776
[20] https://www.bbc.com/news/health-62797776
[12] https://news.sky.com/story/new-malaria-vaccine-could-cut-deaths-by-70-by-2030-british-scientists-say-12692170
[11] https://apple.news/ARfx841yeQHuaevVNXboGsA
[8] https://www.theguardian.com/global-development/2022/sep/07/malaria-vaccine-truss-cut-funding?CMP=share_btn_tw
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900442-X%2Ffulltext&rc=0
[6] https://www.bbc.co.uk/news/health-62797776?at_medium=RSS&at_campaign=KARANGA
[5] https://www.bbc.co.uk/news/health-62797776?at_medium=RSS&at_campaign=KARANGA&utm_source=dlvr.it&utm_medium=twitter
[5] https://www.theguardian.com/global-development/2022/sep/07/malaria-vaccine-truss-cut-funding
[5] https://www.aljazeera.com/news/2022/9/8/encouraging-data-of-malaria-jab-trial-raise-hopes-of-mass-rollout

Top URLs in Tweet in G2:
[27] https://tenor.com/view/star-wars-obi-wan-your-move-your-turn-revenge-of-the-sith-gif-21475207
[15] https://www.globalcitizen.org/en/action/world-leaders-save-lives-now/
[12] https://tenor.com/view/your-move-now-anya-taylor-joy-beth-harmon-the-queens-gambit-staring-gif-20433143
[5] https://aidsfonds.org/the-eu-must-do-whatever-it-takes-to-end-hiv-tb-and-malaria
[4] https://twitter.com/GlobalFund/status/1567774905818652672
[3] https://www.theglobalfund.org/en/fight-for-what-counts/
[3] https://fightforwhatcounts.org/
[3] https://twitter.com/ikulumawasliano/status/1567092815439470592
[3] https://www.theglobalfund.org/media/11986/thematic_pandemic-preparedness-response_report_en.pdf?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=globalfund
[3] https://www.who.int/news-room/questions-and-answers/item/malaria

Top URLs in Tweet in G3:
[39] https://www.bbc.co.uk/news/health-62797776
[14] https://www.ox.ac.uk/news/2022-09-08-malaria-booster-vaccine-continues-meet-who-specified-75-efficacy-goal
[14] https://trib.al/ibD1JfJ
[10] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900442-X%2Ffulltext&rc=0
[4] https://www.bbc.com/news/health-62797776
[4] http://europepmc.org/article/PPR/PPR541062?source=rss
[3] https://www.newscientist.com/article/2335114-malaria-vaccine-using-live-modified-parasites-shows-promise-in-trial/
[3] http://sinhala.adaderana.lk/news/172374/%E0%B6%B8%E0%B7%90%E0%B6%BD%E0%B7%9A%E0%B6%BB%E0%B7%92%E0%B6%BA%E0%B7%8F%E0%B7%80-%E0%B6%A7-%E0%B6%AD%E0%B7%92%E0%B6%AD
[3] https://www.wdcpower.com/
[3] https://water.org/

Top URLs in Tweet in G4:
[2] https://incafrica.com/article/minda-zetlin-bill-gates-mosquitoes-mosquito-week-wolbachia/
[2] https://inews.co.uk/news/world/tigray-rape-crisis-workers-blockade-treat-survivors-1339254
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900442-X%2Ffulltext&rc=0
[1] https://www.gatesnotes.com/Health/Heroes-in-the-Field-Damaris-Matoke-Muhia?WT.mc_id=20220824120000_Mosquito-Week-2022_BG-TW_&WT.tsrc=BGTW
[1] https://twitter.com/melindagates/status/1539995976521330688
[1] https://www.gatesnotes.com/Mosquito-Week-2022?WT.mc_id=20220817100000_Mosquito-Week-2022_BG-TW_&WT.tsrc=BGTW
[1] https://twitter.com/gatesfoundation/status/1563520257045671938
[1] https://www.voanews.com/a/in-ethiopia-s-civil-war-thousands-of-jailed-tigrayans-endured-squalor-and-disease/6621910.html
[1] https://twitter.com/NikolayKandul/status/1567281442086076423

Top URLs in Tweet in G5:
[18] https://www.voanews.com/a/pakistan-reports-massive-outbreak-of-diarrhea-and-malaria-among-flood-victims/6730720.html
[12] https://news.sky.com/story/new-malaria-vaccine-could-cut-deaths-by-70-british-scientists-say-12692170
[7] https://umb.taleo.net/careersection/umb_external_staff/jobdetail.ftl?job=220001A1&lang=en#.YwkRi2Ih5WM
[4] https://journals.plos.org/plosone/doi?id=10.1371/journal.pgph.0000936
[2] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-022-04276-6
[2] https://umb.taleo.net/careersection/umb_external_staff/jobdetail.ftl?job=220001A2&lang=en#.YwkRi2Ih5WM
[2] http://outbreaknewstoday.com/malaria-vaccine-mosquirix-awarded-prequalification-by-who-57007/
[2] https://link.springer.com/epdf/10.1186/s12936-022-04276-6?sharing_token=G3OSDSIpjbbOKhZ9MyOnf2_BpE1tBhCbnbw3BuzI2RMo_uNldZHWi3h7rHiPJKBav9tZ5ZUaLR07jH8yDZcc8qtINn-0jV-mQ1-m2s-dfLsy283g8R20g2mm7_77PVn_hfUjBm5eHbmBMOA4sVuL9l09R7Iv8N4hu59Ki2DIkpY%3D
[1] https://www.semtsi.es/institutos-de-investigacion-en-enfermedades-tropicales/#PublicacionesMippCI
[1] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-022-04278-4

Top URLs in Tweet in G6:
[1] https://twitter.com/fawadaligohar/status/1567037379373834241
[1] https://twitter.com/maryamshkhan/status/1566631707331203072

Top URLs in Tweet in G7:
[100] https://trib.al/Cb36fi4
[1] https://trib.al/fUN2TN7
[1] https://www.bbc.com/news/health-62797776
[1] https://journals.asm.org/eprint/TNQZAP4FHKMTJH4KT3SI/full?cookieSet=1
[1] https://www.wwarn.org/tools-resources/malaria-pregnancy-library
[1] https://www.wwarn.org/tools-resources/malaria-clinical-trials-toolkit
[1] https://twitter.com/BBCNews/status/1567671008269672448
[1] https://www.devex.com/news/the-significance-of-the-first-who-approved-african-malaria-medicine-103905?access_key=&utm_source=nl_checkup&utm_medium=email&utm_term=article&utm_content=cta&mkt_tok=Njg1LUtCTC03NjUAAAGGmDlfz4H7MxaK0QxDaMrxvyjPe1vWGzLEvphspfY7WaC2BUr3xCxqFde9iuKsnpifPjHaZXjaIjAX_wuv5IXA63p310tiATtNUk6TzRfLooB6PAA

Top URLs in Tweet in G8:
[1] https://twitter.com/AadarshAyaz/status/1567760512913444864
[1] https://twitter.com/Maaztanveer91/status/1567157125184454657

Top Domains
Top Domains in Tweet in Entire Graph:
[254] co.uk
[217] twitter.com
[129] trib.al
[64] bbc.com
[39] tenor.com
[32] theguardian.com
[30] sky.com
[30] voanews.com
[25] elsevierhealth.com
[23] ac.uk

Top Domains in Tweet in G1:
[114] co.uk
[63] twitter.com
[24] bbc.com
[15] theguardian.com
[13] apple.news
[12] sky.com
[8] somalijobs.com
[7] elsevierhealth.com
[5] ac.uk
[5] aljazeera.com

Top Domains in Tweet in G2:
[39] tenor.com
[35] twitter.com
[16] globalcitizen.org
[7] theglobalfund.org
[7] one.org
[5] aidsfonds.org
[4] who.int
[4] co.uk
[3] fightforwhatcounts.org
[2] msf.org

Top Domains in Tweet in G3:
[46] co.uk
[29] twitter.com
[22] trib.al
[15] ac.uk
[12] nih.gov
[11] elsevierhealth.com
[6] bbc.com
[4] theguardian.com
[4] europepmc.org
[3] nature.com

Top Domains in Tweet in G4:
[3] twitter.com
[2] incafrica.com
[2] gatesnotes.com
[2] co.uk
[1] elsevierhealth.com
[1] voanews.com

Top Domains in Tweet in G5:
[18] voanews.com
[13] sky.com
[9] taleo.net
[4] biomedcentral.com
[4] mesamalaria.org
[4] plos.org
[3] twitter.com
[2] euvaccine.eu
[2] isglobal.org
[2] oup.com

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

Top Domains in Tweet in G7:
[101] trib.al
[2] wwarn.org
[1] bbc.com
[1] asm.org
[1] twitter.com
[1] devex.com

Top Domains in Tweet in G8:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[650] malaria
[320] fightforwhatcounts
[88] vaccine
[77] hiv
[69] 1point2billion
[64] meetthetarget
[58] germany
[58] nss
[40] globalcitizen
[39] thebeatcontinues



Top Hashtags in Tweet in G1:
[40] malaria
[12] vaccine
[10] health
[8] somalijobs
[5] news
[4] coronavirus
[4] medicine
[4] malariavaccine
[4] unitednationsfoundation
[3] dengue

Top Hashtags in Tweet in G2:
[299] fightforwhatcounts
[78] malaria
[68] 1point2billion
[63] meetthetarget
[55] germany
[49] hiv
[40] globalcitizen
[37] thebeatcontinues
[28] tb
[21] whateverittakes

Top Hashtags in Tweet in G3:
[299] malaria
[56] vaccine
[14] hiv
[14] health
[11] dengue
[11] endmalaria
[10] africa
[9] tuberculosis
[8] r21
[6] tb

Top Hashtags in Tweet in G4:
[4] tigraygenocide
[4] fightforwhatcounts
[4] ashendatigray
[3] malaria
[2] billgates
[2] justice4tigrayswomenandgirls
[2] pgsit
[1] mosquito
[1] pathogens
[1] people

Top Hashtags in Tweet in G5:
[69] malaria
[18] diarrhea
[10] semtsinews
[10] semtsi
[6] laboratory
[5] research
[5] vaccine
[4] alertasepidemiologicas
[4] plosglobalpublichealth
[4] workshop

Top Hashtags in Tweet in G6:
[12] sindhfloods2022
[2] inamfoundation
[1] pakistan
[1] helppakistan

Top Hashtags in Tweet in G7:
[6] malaria

Top Hashtags in Tweet in G9:
[1] dengue
[1] malaria
[1] lossanddamage

Top Words
Top Words in Tweet in Entire Graph:
[5482] malaria
[1312] vaccine
[859] world
[797] globalfund
[650] #malaria
[569] changing
[532] scientists
[524] children
[504] tb
[497] hiv

Top Words in Tweet in G1:
[816] malaria
[288] vaccine
[165] world
[160] scientists
[149] changing
[97] news
[56] bbc
[46] gt
[46] oxford
[41] children

Top Words in Tweet in G2:
[704] globalfund
[676] malaria
[436] tb
[380] hiv
[300] pledge
[299] #fightforwhatcounts
[263] aids
[254] billion
[237] fight
[231] lives

Top Words in Tweet in G3:
[517] malaria
[334] vaccine
[299] #malaria
[108] r21
[106] uniofoxford
[101] world
[92] changing
[88] against
[73] children
[72] booster

Top Words in Tweet in G4:
[159] children
[159] lives
[158] tigray's
[158] vaccinated
[158] before
[158] war
[158] over
[158] 90
[158] such
[158] criminal

Top Words in Tweet in G5:
[103] malaria
[69] #malaria
[22] research
[21] vaccine
[20] transmission
[18] massive
[18] outbreak
[18] #diarrhea
[18] flood
[18] victims

Top Words in Tweet in G6:
[92] inam
[87] malaria
[80] dengue
[76] fumigation
[72] cities
[63] foundation
[56] sindh
[52] villages
[49] city
[43] spray

Top Words in Tweet in G7:
[134] malaria
[130] vaccine
[127] world
[127] changing
[127] scientists
[103] bbcworld
[27] potential
[27] developed
[27] university
[27] oxford

Top Words in Tweet in G8:
[131] syp
[69] someone
[69] khairpur
[69] around
[69] pir
[69] pagaro
[69] doing
[69] relief
[69] work
[69] aid

Top Words in Tweet in G9:
[137] malaria
[136] mosquito
[136] dengue
[135] black
[135] smoke
[135] mosquitos
[135] pakistan
[135] battles
[135] deadly
[135] borne

Top Words in Tweet in G10:
[140] nigeria
[140] paying
[140] attention
[140] glaring
[140] brain
[140] drain
[140] happening
[140] professions
[140] especially
[140] medical

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[951] malaria,vaccine
[539] world,changing
[447] vaccine,world
[442] tb,malaria
[359] changing,scientists
[272] malaria,dengue
[247] hiv,tb
[219] mosquito,borne
[175] aids,tb
[174] ment,malaria

Top Word Pairs in Tweet in G1:
[243] malaria,vaccine
[144] world,changing
[133] vaccine,world
[127] changing,scientists
[47] bbc,news
[39] scientists,bbc
[33] gt,gt
[22] hopes,mass
[21] malaria,jab
[21] mass,rollout

Top Word Pairs in Tweet in G2:
[410] tb,malaria
[230] hiv,tb
[166] aids,tb
[141] save,20
[141] 20,million
[127] back,track
[122] fight,against
[118] million,lives
[113] against,hiv
[96] applaud,germany

Top Word Pairs in Tweet in G3:
[203] malaria,vaccine
[80] world,changing
[54] booster,dose
[47] vaccine,world
[42] #malaria,vaccine
[41] progress,malaria
[40] changing,scientists
[36] 80,protection
[35] #malaria,#vaccine
[35] r21,malaria

Top Word Pairs in Tweet in G4:
[158] tigray's,children
[158] children,vaccinated
[158] vaccinated,before
[158] before,war
[158] war,over
[158] over,90
[158] 90,such
[158] such,criminal
[158] criminal,waste
[158] waste,young

Top Word Pairs in Tweet in G5:
[18] massive,outbreak
[18] outbreak,#diarrhea
[18] #diarrhea,#malaria
[18] #malaria,flood
[18] flood,victims
[18] victims,pakistan
[17] microbesinfect,massive
[16] malaria,vaccine
[13] local,#malaria
[13] #malaria,transmission

Top Word Pairs in Tweet in G6:
[63] inam,foundation
[47] malaria,dengue
[39] fumigation,spray
[39] prevent,spread
[38] catastrophe,already
[38] already,malaria
[38] dengue,growing
[38] growing,rapidly
[38] rapidly,perhaps
[38] perhaps,district

Top Word Pairs in Tweet in G7:
[127] malaria,vaccine
[127] vaccine,world
[127] world,changing
[100] changing,scientists
[99] bbcworld,malaria
[27] changing,potential
[27] potential,developed
[27] developed,scientists
[27] scientists,university
[27] university,oxford

Top Word Pairs in Tweet in G8:
[69] someone,khairpur
[69] khairpur,around
[69] around,pir
[69] pir,pagaro
[69] pagaro,doing
[69] doing,relief
[69] relief,work
[69] work,aid
[69] aid,far
[69] far,food

Top Word Pairs in Tweet in G9:
[136] malaria,dengue
[135] black,smoke
[135] smoke,mosquitos
[135] mosquitos,pakistan
[135] pakistan,battles
[135] battles,deadly
[135] deadly,mosquito
[135] mosquito,borne
[135] borne,diseases
[135] diseases,such

Top Word Pairs in Tweet in G10:
[140] nigeria,paying
[140] paying,attention
[140] attention,glaring
[140] glaring,brain
[140] brain,drain
[140] drain,happening
[140] happening,professions
[140] professions,especially
[140] especially,medical
[140] medical,field

Top Replied-To
Top Replied-To in Entire Graph:
@dayoamusa
@rockson_soul
@ksorbs
@ibishittu
@actbrigitte
@mysterysolvent
@c44271539
@festongadaya
@sportingshina
@phot_malaria

Top Replied-To in G1:
@fakestwscripts

Top Replied-To in G2:
@globalfund
@secblinken
@minofhealthug
@friendseurope
@officialfumsa
@paulkagame
@hffg_ghana
@iamcalvin01
@bmz_bund
@aidskampagne

Top Replied-To in G3:
@bbcnews
@who
@drtedros
@maryamshkhan
@mybmc
@ckarema
@skyscottbeasley
@bbcworld
@endmalaria
@fredros_inc

Top Replied-To in G4:
@adarpoonawalla
@elonmusk

Top Replied-To in G5:
@festongadaya
@ireneigora
@emily_baum
@umcvd
@setsstars4sdgs
@nyenzi_
@sundaylondezya

Top Replied-To in G6:
@murtazawahab1
@ghulam81jan

Top Replied-To in G7:
@bbcworld

Top Replied-To in G8:
@nazish_brohi
@bonkichonky

Top Mentioned
Top Mentioned in Entire Graph:
@globalfund
@legacytigray
@scad_official
@iamshaniera
@rockson_soul
@uniofoxford
@justintrudeau
@bbcworld
@paulg
@gvmc_visakha

Top Mentioned in G1:
@rarequin
@himmoderator
@engrabdoulaye
@kaihatsumalawi
@gregoriomeraz1
@lofty_ighost
@theaccuratenew1
@rae_hann
@sophiatseliem
@breezycastr

Top Mentioned in G2:
@globalfund
@justintrudeau
@gfan_africa
@secblinken
@harjitsajjan
@cafreeland
@vonderleyen
@emmanuelmacron
@fcdogovuk
@ummymwalimu

Top Mentioned in G3:
@uniofoxford
@jennerinstitute
@globalfund
@who
@zeromalaria
@jamestgallagher
@bbcnews
@thelancetinfdis
@malarianomoreuk
@bbcferguswalsh

Top Mentioned in G4:
@legacytigray
@billgates
@africacdc
@who
@gavi
@gatesfoundation
@abiyahmedali
@antonioguterres
@europarl_en
@josepborrellf

Top Mentioned in G5:
@microbesinfect
@skynews
@semtsies
@iaeana
@mesamalaria
@festongadaya
@mirlaufer
@astmh
@cidjournal
@isglobalorg

Top Mentioned in G6:
@amirmateen2
@kaleriashraf
@azharkaleri
@sharjeelinam
@hamidmirpak
@bbhuttozardari
@kaleri_raza
@pppdigital_
@aseefabz
@bakhtawarbz

Top Mentioned in G7:
@bbcworld
@bbcafrica
@whoafro
@moetitshidi
@nataliesophia
@annesoy
@mbiojournal
@wwarn
@mesamalaria
@africacdc

Top Mentioned in G8:
@mairahayat
@nazish_brohi
@sabahbanomalik
@laalbattii
@fakharmazari_
@novocainerush

Top Mentioned in G9:
@iamshaniera
@sohanbmyp
@nazish_brohi
@mairahayat
@amirmateen2

Top Mentioned in G10:
@scad_official
@aimthamachine_

Top Tweeters
Top Tweeters in Entire Graph:
@mos_burger
@knewz_currently
@recentlatestvia
@paoloigna1
@robinsnewswire
@vaporware
@stigmabaseo
@tradermarcocost
@s9tmt
@freiewelteu

Top Tweeters in G1:
@knewz_currently
@recentlatestvia
@robinsnewswire
@vaporware
@stigmabaseo
@freiewelteu
@stigmabaseu
@crweworld
@moonbootica
@politicalhedge

Top Tweeters in G2:
@insdatainter
@trigorosa
@rachel_maria65
@masterprogram1
@kindlee55
@magarya
@btsarmy_legit
@mig30m6
@nomoreslaves
@citi973

Top Tweeters in G3:
@derekjohnbryant
@fleming77
@bbcnews
@jdignum
@garthgodsman
@hugorelly
@syawal
@basuashis
@6attaullah
@pash22

Top Tweeters in G4:
@vottdf
@netsigual
@hermila14171798
@asefakalayu5
@yemane_birhan
@margmar80017297
@setitag
@necheynam
@kmayliham
@hiwothayleslas

Top Tweeters in G5:
@s9tmt
@alettaha
@skynews
@nytimes
@kirkmurphy
@danascully2
@sisay34690879
@korstraw
@nowayjomo
@mire_palenzuela

Top Tweeters in G6:
@humairiqbal1
@khaskhel_aijaz
@rabnbaloch
@waqassaleem141
@kaleem786baloch
@kaleriashraf
@islamk454
@imranpathanzai
@suhail_gadehi
@mfahadlashari

Top Tweeters in G7:
@govsherazkhan
@fany_holic
@corruptnsw
@npazderski
@aspeed
@themismaglis
@tomy2875
@bbcworld
@ohemaadufiegh
@raoces

Top Tweeters in G8:
@ssnaqi
@alvina91
@wasijaved
@waqasahmed0
@naheinyaar
@unitedsfreak
@bushragohar
@has_hosh
@daribaalam
@eareeb

Top Tweeters in G9:
@mumaralid
@wa5imm
@joaniereb
@swatranizai
@fatimaabbasi123
@caerage
@silentpredatorz
@ahmad_sayss
@asadmal16291912
@sardaralirbasit

Top Tweeters in G10:
@warepamorsammy
@mr_ochonogor
@oye440
@martin_ez_gh
@iambawzcartel
@okt_ranking30
@funny_dagreat
@mondaylee
@eminitybaba_
@daniielkyle


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