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#malaria_2021-11-28_20-43-02.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2021
Short Description:
#malaria via NodeXL https://bit.ly/3FYLukj
@astmh
@who
@globalfund
@digesaludfanb
@viralvideovlogs
@alma_2030
@rwandahealth
@targetmalaria
@potus
@malariamustdie

Top hashtags:
#malaria
#hiv
#tb
#covid19
#unitetofight
#tropmed21
#thebeatcontinues
#powerofmore

Description:
Description
The graph represents a network of 2,673 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 Monday, 29 November 2021 at 04:47 UTC.

The requested start date was Monday, 29 November 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, 10-hour, 33-minute period from Monday, 15 November 2021 at 01:09 UTC to Sunday, 28 November 2021 at 11:43 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 : 2673
Unique Edges : 2533
Edges With Duplicates : 9871
Total Edges : 12404
Number of Edge Types : 5
Retweet : 2967
MentionsInRetweet : 6197
Mentions : 2491
Tweet : 590
Replies to : 159
Self-Loops : 631
Reciprocated Vertex Pair Ratio : 0.0352493490887242
Reciprocated Edge Ratio : 0.0680982781969433
Connected Components : 347
Single-Vertex Connected Components : 161
Maximum Vertices in a Connected Component : 1772
Maximum Edges in a Connected Component : 10922
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.04795
Graph Density : 0.000723720908351647
Modularity : 0.343572
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,673 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 Monday, 29 November 2021 at 04:47 UTC.

The requested start date was Monday, 29 November 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, 10-hour, 33-minute period from Monday, 15 November 2021 at 01:09 UTC to Sunday, 28 November 2021 at 11:43 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:
[30] https://www.theguardian.com/global-development/2021/nov/24/the-world-finally-has-a-malaria-vaccine-now-it-must-invest-in-it
[23] https://www.thelancet.com/journals/laninf/issue/current
[11] https://www.astmh.org/annual-meeting
[9] https://www.cell.com/reviews/collections/antimicrobial-2021
[8] https://twitter.com/SolMosquito/status/1463052481521336320
[8] https://www.theguardian.com/global-development/2021/nov/24/the-world-finally-has-a-malaria-vaccine-now-it-must-invest-in-it?CMP=Share_iOSApp_Other
[7] https://www.amazon.in/Odomos-Non-Sticky-Mosquito-Repellent-Vitamin/dp/B00KU1FUH2/ref=mp_s_a_1_4?adgrpid=60050397278&dchild=1&ext_vrnc=hi&gclid=Cj0KCQjwnoqLBhD4ARIsAL5JedK3ptJmxG628g4XfM2_GqotzeFaJ2Afn7jFydSKEYWjC07kFNlC86waAiYREALw_wcB&hvadid=294106820103&hvdev=m&hvlocphy=9061686&hvnetw=g&hvqmt=e&hvrand=16293016701692992529&hvtargid=kwd-313955511073&hydadcr=12522_1812639&keywords=odomos+mosquito+repellent&qid=1633885936&sr=8-4
[7] https://us06web.zoom.us/webinar/register/WN_ZClLpoqcToWTdvgcVTY3YA
[6] https://ordonews.com/uganda-reports-drug-resistant-malaria/
[6] https://www.devex.com/news/research-suggests-malaria-exposure-could-reduce-covid-19-severity-102106

Top URLs in Tweet in G1:
[11] https://www.astmh.org/annual-meeting
[9] https://www.cell.com/reviews/collections/antimicrobial-2021
[5] https://www.theguardian.com/global-development/2021/nov/24/the-world-finally-has-a-malaria-vaccine-now-it-must-invest-in-it
[5] http://www.psi.org/psi-at-astmh-2021/
[4] https://dhsprogram.com/topics/malaria/index.cfm
[3] http://malariamatters.org/the-role-of-community-health-workers-in-malaria-control-in-in-cote-divoire/
[2] https://www.devex.com/news/opinion-how-to-take-a-gendered-approach-to-the-fight-against-malaria-101849
[2] https://theconversation.com/some-nigerian-plants-show-potential-to-treat-malaria-168604
[2] https://tribuneonlineng.com/malaria-causes-miscarriage-reduces-blood-level-in-pregnancy/
[2] https://www.devex.com/news/research-suggests-malaria-exposure-could-reduce-covid-19-severity-102106

Top URLs in Tweet in G2:
[3] https://twitter.com/GFANAP/status/1461245845144162310
[3] https://twitter.com/GFANAP/status/1461235246586732545
[2] https://twitter.com/GFANAP/status/1461265470292594689
[2] https://twitter.com/GFANAP/status/1461276820628656128
[2] https://twitter.com/GFANAP/status/1461255033417187329
[1] https://www.aids-kampagne.de/konferenz-2021/global-health-champion-germany-hiv-sars-cov-2
[1] https://www.globalfundadvocatesnetwork.org/amid-covid-19-the-fight-against-malaria-should-not-falter/
[1] https://www.globalfundadvocatesnetwork.org/to-defeat-covid-19-protect-progress-against-hiv-tb-and-malaria-and-save-lives-we-must-unite-to-fight/
[1] https://www.globalfundadvocatesnetwork.org/fully-fund-the-global-fund-get-back-on-track-to-end-aids-tb-and-malaria-in-a-covid-world/
[1] https://www.aidspan.org/en/c/article/5806

Top URLs in Tweet in G3:
[4] https://www.isntd.org/isntd-connect
[2] https://www.state.gov/united-states-to-host-global-funds-seventh-replenishment-conference/
[1] https://www.finddx.org/women-children/video-series/
[1] https://twitter.com/isntd_press/status/1462743744281780226
[1] https://twitter.com/isntd_press/status/1460888941989609472
[1] https://www.eventbrite.com/e/fighting-malaria-improving-health-across-africa-tickets-136817816773
[1] https://www.bbc.co.uk/newsround/59234924
[1] https://zeromalaria.org/
[1] https://twitter.com/GlobalFund/status/1306877856862162945
[1] https://twitter.com/morton_wendy/status/1460607333432795142

Top URLs in Tweet in G4:
[7] https://www.amazon.in/Odomos-Non-Sticky-Mosquito-Repellent-Vitamin/dp/B00KU1FUH2/ref=mp_s_a_1_4?adgrpid=60050397278&dchild=1&ext_vrnc=hi&gclid=Cj0KCQjwnoqLBhD4ARIsAL5JedK3ptJmxG628g4XfM2_GqotzeFaJ2Afn7jFydSKEYWjC07kFNlC86waAiYREALw_wcB&hvadid=294106820103&hvdev=m&hvlocphy=9061686&hvnetw=g&hvqmt=e&hvrand=16293016701692992529&hvtargid=kwd-313955511073&hydadcr=12522_1812639&keywords=odomos+mosquito+repellent&qid=1633885936&sr=8-4
[6] https://ordonews.com/uganda-reports-drug-resistant-malaria/
[4] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[3] https://www.sciencedaily.com/releases/2021/11/211112121457.htm
[2] http://dlvr.it/SCkJL9
[2] https://apnews.com/article/coronavirus-pandemic-science-health-pandemics-united-nations-fcf28a83c9352a67e50aa2172eb01a2f
[2] https://pdnoticias.com/ciudad/registran-mas-de-60-mil-casos-de-malaria-en-venezuela-en-2021
[2] https://www.devex.com/news/research-suggests-malaria-exposure-could-reduce-covid-19-severity-102106
[2] https://caleidohumano.org/venezuela-registra-mas-de-61-000-casos-de-malaria-en-2021/
[2] https://www.who.int/campaigns/world-antimicrobial-awareness-week/2021

Top URLs in Tweet in G5:
[1] https://twitter.com/rwandahealth/status/1461631146861764611
[1] https://twitter.com/rwandahealth/status/1460934858566471687
[1] https://twitter.com/RadissonKigali/status/1386375386125193217
[1] https://twitter.com/phaedrahenley/status/1460130793234251778

Top URLs in Tweet in G6:
[6] https://twitter.com/SolMosquito/status/1463052481521336320
[1] https://twitter.com/harvardmalaria/status/1461110278293430273
[1] https://www.againstmalaria.com/newsitem.aspx?newsitem=AMF-s-immediate-funding-gap-November-2021
[1] https://twitter.com/solmosquito/status/1463052481521336320

Top URLs in Tweet in G8:
[2] https://theconversation.com/malaria-elimination-in-southern-africa-possibly-but-these-gaps-need-attention-171031
[2] https://rupress.org/jem/article/218/12/e20211512/212868/Can-repurposing-drugs-play-a-role-in-malaria
[1] https://twitter.com/alimanfoo/status/1461070639092142086
[1] https://jobs.sanger.ac.uk/vacancy/community-development-officer-malariagen-465526.html
[1] https://www.malariagen.net/data/genome-wide-study-resistance-severe-malaria-eleven-populations-version-2
[1] https://www.malariagen.net/apps/pf7/
[1] https://malariagen.github.io/vector-data/landing-page.html
[1] https://nimr.webex.com/nimr/j.php?MTID=m377cba4265271928c1cbc52eb06ef35f
[1] https://www.meraindia.org.in/sites/default/files/2021-11/mera_ns13.pdf
[1] https://twitter.com/tobinatthelab/status/1463941743657865217

Top URLs in Tweet in G9:
[23] https://www.thelancet.com/journals/laninf/issue/current
[13] https://www.theguardian.com/global-development/2021/nov/24/the-world-finally-has-a-malaria-vaccine-now-it-must-invest-in-it
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900332-7%2Ffulltext&rc=0
[2] https://lamalaria.com/consejos/malaria-en-tanzania-como-viajar-sin-correr-riesgos/
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900359-5%2Ffulltext&rc=0
[1] https://www.youtube.com/watch?v=9mg6zn66MBA

[1] https://www.youtube.com/watch?v=ep7MZzXXDEY

[1] https://www.thelancet.com/journals/langlo/issue/current
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Fissue%2Fvol21no12%2FPIIS1473-3099%2821%29X0012-6&rc=0
[1] https://www.youtube.com/watch?v=mtT8YvBY3Yw&feature=youtu.be


Top URLs in Tweet in G10:
[7] https://us06web.zoom.us/webinar/register/WN_ZClLpoqcToWTdvgcVTY3YA
[3] https://www.scienceopen.com/document?vid=2ea085c1-a59b-47cb-9e4e-9a133f31a44a
[2] https://twitter.com/ausambrhs/status/1460450331406450689
[2] https://www.scienceopen.com/hosted-document?doi=10.15212/ZOONOSES-2021-0015
[1] https://www.airforcemuseum.co.nz/blog/public-health-efforts-rnzaf/
[1] https://www.youtube.com/watch?v=WhzReJ5icAc&list=PLFg1Mm-09T53nb3OousKt0w3XoU8B0WMG&index=3

[1] https://us02web.zoom.us/webinar/register/WN_SXuNBEymSkSJ9b6h_Cf46w?timezone_id=Europe%2FBerlin
[1] https://twitter.com/MalariaNTDAPPG/status/1459209470672842755
[1] http://www.bbc.com/storyworks/unlocking-science/how-collaboration-and-new-drugs-could-beat-malaria
[1] https://www.ivcc.com/irs-community-trial-papa-new-guinea/

Top Domains
Top Domains in Tweet in Entire Graph:
[120] twitter.com
[43] theguardian.com
[24] thelancet.com
[20] youtube.com
[15] malariaworld.org
[13] devex.com
[12] biomedcentral.com
[12] nih.gov
[12] core-apps.com
[11] astmh.org

Top Domains in Tweet in G1:
[27] twitter.com
[15] malariaworld.org
[12] core-apps.com
[11] biomedcentral.com
[11] astmh.org
[10] nih.gov
[9] cell.com
[8] malariamatters.org
[7] mesamalaria.org
[6] theguardian.com

Top Domains in Tweet in G2:
[18] twitter.com
[3] globalfundadvocatesnetwork.org
[2] aidspan.org
[1] aids-kampagne.de
[1] state.gov

Top Domains in Tweet in G3:
[7] twitter.com
[4] isntd.org
[2] state.gov
[1] finddx.org
[1] eventbrite.com
[1] co.uk
[1] zeromalaria.org
[1] org.uk
[1] paulamoraga.com
[1] enar.org

Top Domains in Tweet in G4:
[13] twitter.com
[7] amazon.in
[6] blogspot.com
[6] ordonews.com
[5] theguardian.com
[4] linkedin.com
[3] sciencedaily.com
[3] com.ng
[2] fursa.xyz
[2] jagran.com

Top Domains in Tweet in G5:
[4] twitter.com

Top Domains in Tweet in G6:
[8] twitter.com
[1] againstmalaria.com

Top Domains in Tweet in G8:
[4] twitter.com
[2] ac.uk
[2] malariagen.net
[2] ac.za
[2] theconversation.com
[2] rupress.org
[1] github.io
[1] webex.com
[1] org.in
[1] broadinstitute.org

Top Domains in Tweet in G9:
[24] thelancet.com
[13] theguardian.com
[8] lamalaria.com
[4] elsevierhealth.com
[3] youtube.com
[1] thesouthafrican.com
[1] vanguardngr.com
[1] sciencedirect.com

Top Domains in Tweet in G10:
[9] zoom.us
[6] twitter.com
[6] scienceopen.com
[1] co.nz
[1] youtube.com
[1] bbc.com
[1] ivcc.com
[1] co.uk
[1] onourradar.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3275] malaria
[992] hiv
[983] tb
[474] covid19
[351] unitetofight
[326] tropmed21
[244] thebeatcontinues
[243] powerofmore
[242] bettertogether
[150] dengue



Top Hashtags in Tweet in G1:
[796] malaria
[315] tropmed21
[64] vaccine
[53] covid19
[48] astmh2021
[35] ipti
[23] astmh
[22] plasmodium
[22] hiv
[20] nigeria

Top Hashtags in Tweet in G2:
[936] malaria
[910] tb
[908] hiv
[341] unitetofight
[290] covid19
[238] thebeatcontinues
[237] bettertogether
[236] powerofmore
[53] sdg3
[4] worldmalariaday2021

Top Hashtags in Tweet in G3:
[144] malaria
[73] malariayoutharmy
[49] youth
[34] isntdconnect
[22] tb
[21] rstats
[20] hiv
[12] covid19
[11] maths
[11] ai

Top Hashtags in Tweet in G4:
[218] malaria
[30] dengue
[22] mosquitoes
[14] mosquito
[11] uganda
[11] diseases
[10] health
[9] vaccine
[8] africa
[7] mosquitos

Top Hashtags in Tweet in G5:
[73] malaria
[55] glmi
[48] rwanda
[38] eac
[5] hiv
[5] tb
[5] chws
[4] healthcare
[4] kikundivisitsrwanda
[4] ntds

Top Hashtags in Tweet in G6:
[44] smnft
[31] malaria
[25] solana
[25] nft
[25] solanaairdrop
[2] womeninstem
[2] womeninscience
[1] fwis2021
[1] cameroon
[1] family

Top Hashtags in Tweet in G7:
[223] malaria
[72] tomanota
[51] epa
[46] enterate
[45] fiebreamarilla
[35] 11/15/2021 12:00:00 AM
[32] digesaludfanbcuidatusalud
[25] 11/24/2021 12:00:00 AM
[24] 11/16/2021 12:00:00 AM
[24] atencion

Top Hashtags in Tweet in G8:
[47] malaria
[14] genomics
[12] distinguishedlecture
[9] genomicsurveillance
[6] gwas
[6] data
[5] job
[5] community
[5] rtss
[4] lifechangers

Top Hashtags in Tweet in G9:
[69] malaria
[39] covid19
[35] tuberculosis
[21] vaccine
[20] sepsis
[20] amr
[17] vaccines
[15] typhoid
[15] tobacco
[15] smoking

Top Hashtags in Tweet in G10:
[46] malaria
[8] rt
[6] png
[5] covid19
[4] tb
[4] hiv
[3] scienceopen
[2] publichealth
[2] thebeatcontinues
[2] powerofmore

Top Words
Top Words in Tweet in Entire Graph:
[3274] #malaria
[992] #hiv
[983] #tb
[973] globalfund
[930] potus
[772] vp
[542] malaria
[475] #covid19
[463] health
[456] largest

Top Words in Tweet in G1:
[795] #malaria
[329] astmh
[315] #tropmed21
[164] malaria
[134] bbbrieger
[91] poster
[84] more
[84] today
[80] join
[75] research

Top Words in Tweet in G2:
[936] #malaria
[910] #tb
[908] #hiv
[903] potus
[901] globalfund
[748] vp
[439] largest
[429] rssh
[416] leadership
[396] support

Top Words in Tweet in G3:
[144] #malaria
[110] alma_2030
[84] today
[74] training
[73] #malariayoutharmy
[67] africa
[53] volunteers
[52] champions
[49] #youth
[49] gain

Top Words in Tweet in G4:
[218] #malaria
[60] malaria
[30] #dengue
[28] take
[27] pill
[22] #mosquitoes
[18] disease
[18] र
[17] more
[17] म

Top Words in Tweet in G5:
[139] rwandahealth
[82] minisitiri
[80] great
[79] lakes
[73] #malaria
[55] #glmi
[52] health
[51] drdanielngamije
[50] hon
[49] community

Top Words in Tweet in G6:
[50] solmosquito
[44] #smnft
[41] team
[34] clear
[33] official
[33] website
[33] dropped
[33] featuring
[33] mission
[33] updated

Top Words in Tweet in G7:
[223] #malaria
[80] enfermedad
[78] digesaludfanb
[72] #tomanota
[71] hospimiltiuna
[60] evitar
[55] correcta
[55] prevención
[55] elemento
[55] clave

Top Words in Tweet in G8:
[47] #malaria
[24] malaria
[22] malariagenomics
[16] 10
[15] professor
[14] analysts
[14] #genomics
[13] bioinformaticians
[12] malariagen
[12] research

Top Words in Tweet in G9:
[69] #malaria
[39] issue
[39] #covid19
[35] december
[35] live
[35] #tuberculosis
[27] thelancetinfdis
[22] malaria
[21] neonatal
[21] #vaccine

Top Words in Tweet in G10:
[46] #malaria
[27] dr
[24] aplma_malaria
[20] 2021
[18] ruth
[18] bishop
[18] lecture
[18] join
[16] centrehealthsec
[15] sarthak

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[737] potus,vp
[728] #tb,#malaria
[709] #hiv,#tb
[286] defeat,#hiv
[275] largest,donor
[273] donor,globalfund
[273] globalfund,contributed
[273] 19b,fight
[273] fight,#hiv
[272] #malaria,build

Top Word Pairs in Tweet in G1:
[94] astmh,#tropmed21
[59] #tropmed21,astmh
[56] #malaria,#vaccine
[52] #malaria,drug
[50] fighting,#malaria
[48] deadly,disease
[47] drug,resistance
[46] antimalarial,medicines
[46] medicines,critical
[46] critical,fighting

Top Word Pairs in Tweet in G2:
[713] potus,vp
[678] #tb,#malaria
[675] #hiv,#tb
[277] defeat,#hiv
[264] largest,donor
[263] donor,globalfund
[263] globalfund,contributed
[263] 19b,fight
[263] fight,#hiv
[260] #malaria,build

Top Word Pairs in Tweet in G3:
[49] #malariayoutharmy,champions
[49] champions,volunteers
[49] volunteers,training
[49] #youth,africa
[49] africa,gain
[43] gain,skills
[39] training,kicked
[39] kicked,today
[39] today,#youth
[31] day,#malariayoutharmy

Top Word Pairs in Tweet in G4:
[27] take,#malaria
[27] #malaria,pill
[16] #dengue,#malaria
[14] forget,take
[13] remember,take
[13] pill,hope
[7] #malaria,#vaccine
[7] shop,#odomos
[7] #odomos,#odomosroundtheclock
[7] #odomosroundtheclock,#diseases

Top Word Pairs in Tweet in G5:
[79] great,lakes
[45] hon,mutahi
[44] mutahi,kagwe
[41] minisitiri,drdanielngamije
[41] drdanielngamije,hamwe
[41] hamwe,mugenzi
[41] mugenzi,hon
[41] kagwe,minisitiri
[41] minisitiri,ubuzima
[41] ubuzima,muri

Top Word Pairs in Tweet in G6:
[33] solmosquito,#smnft
[33] #smnft,official
[33] official,website
[33] website,dropped
[33] dropped,featuring
[33] featuring,clear
[33] clear,mission
[33] mission,updated
[33] updated,roadmap
[33] roadmap,fully

Top Word Pairs in Tweet in G7:
[63] #malaria,enfermedad
[55] #tomanota,correcta
[55] correcta,prevención
[55] prevención,elemento
[55] elemento,clave
[55] clave,evitar
[52] evitar,contagio
[52] contagio,#malaria
[51] #epa,#tomanota
[49] hospimiltiuna,#epa

Top Word Pairs in Tweet in G8:
[14] #malaria,#genomics
[13] bioinformaticians,analysts
[12] save,date
[12] date,01st
[12] 01st,december
[12] december,10
[12] 10,00
[12] 00,#distinguishedlecture
[12] #distinguishedlecture,prof
[12] prof,david

Top Word Pairs in Tweet in G9:
[35] december,issue
[35] issue,live
[20] live,featuring
[20] featuring,#covid19
[20] #covid19,neonatal
[20] neonatal,#sepsis
[20] #sepsis,#amr
[20] #amr,#tuberculosis
[20] #tuberculosis,#malaria
[19] thelancetinfdis,december

Top Word Pairs in Tweet in G10:
[18] 2021,ruth
[18] ruth,bishop
[18] bishop,lecture
[15] dr,sarthak
[13] sarthak,aplma_malaria
[10] #malaria,pandemics
[9] lecture,dr
[9] aplma_malaria,gives
[8] 24,nov
[8] #rt,aplma_malaria

Top Replied-To
Top Replied-To in Entire Graph:
@globalfund
@potus
@solmosquito
@astmh
@zuckergold1
@who
@nmamerida
@lozzafox
@abdissaburuksa
@bparasitology

Top Replied-To in G1:
@astmh
@drtedros
@thebaumlab
@abdissaburuksa
@ericboyle
@who

Top Replied-To in G2:
@globalfund
@potus
@hffgat20
@gfan_africa
@redwhitebluedot
@gfanap

Top Replied-To in G3:
@ambmkimani
@alma_2030
@malarianomoreuk

Top Replied-To in G5:
@potus
@drdanielngamije

Top Replied-To in G6:
@solmosquito
@ycryptozard
@hameedfredrick

Top Replied-To in G7:
@nmamerida

Top Replied-To in G8:
@bparasitology
@mahta__mansouri

Top Replied-To in G9:
@who

Top Mentioned
Top Mentioned in Entire Graph:
@globalfund
@potus
@vp
@astmh
@gfan_africa
@pmigov
@gfanap
@usaid
@pepfar
@who

Top Mentioned in G1:
@astmh
@bbbrieger
@who
@mesamalaria
@pmigov
@fightingmalaria
@endmalaria
@wwarn
@globalfund
@measuremalaria

Top Mentioned in G2:
@potus
@globalfund
@vp
@gfan_africa
@gfanap
@pepfar
@usaid
@pmigov
@usembassyjkt
@hffgat20

Top Mentioned in G3:
@alma_2030
@paula_moraga_
@globalfund
@zeromalaria
@didi4africa
@lucy_okell
@darlingtinho
@aloyceurassa
@ambmkimani
@isntd_press

Top Mentioned in G4:
@oritepharmacare
@addfieldltd
@medmastery
@mondaymichaels
@munagropecuario
@theghddi

Top Mentioned in G5:
@rwandahealth
@drdanielngamije
@sfhrwanda
@rbcrwanda
@karongidistr
@globalfund
@jboscombonigaba
@potus
@vp

Top Mentioned in G6:
@solmosquito
@solanartnft
@againstmalaria
@solbigbrain
@renoomokri
@solana
@solbuckets
@unicef_auoffice
@abakwagirl
@unesco

Top Mentioned in G7:
@digesaludfanb
@hospimiltiuna
@nmamerida
@nmaguasdualito
@junior180570
@hospimilguiria
@hospimilzulia
@digesa
@garciaparramil
@serviciosmppdve

Top Mentioned in G8:
@malariagenomics
@meraindiaicmr
@upendmalaria
@jexpmed
@dominicancanews
@esteetorok
@dyann_wirth
@broadinstitute
@ifyaniebo
@weillcornell

Top Mentioned in G9:
@thelancetinfdis
@lancetgh
@rstmh
@lamalariablog
@who
@hccndu
@nderituwanjeri
@jeffdsouza3
@whosearo
@whoafro

Top Mentioned in G10:
@aplma_malaria
@centrehealthsec
@ausambrhs
@medsformalaria
@dndi
@apmen
@davidreddy_mmv
@nickhamon
@rjlilford
@leprosytalk

Top Tweeters
Top Tweeters in Entire Graph:
@2001online
@elpitazotv
@viralvideovlogs
@httweets
@justiceoutcry
@reporteya
@robsongfreire
@jfsebastian146
@noticierovv
@aha1r

Top Tweeters in G1:
@bittereslachen
@imagine_garden
@saludhealthinfo
@sshin6591
@dianamontanari
@die_primel
@fluglehrer
@publichealthmap
@johnsam57668631
@chrissychatt

Top Tweeters in G2:
@viralvideovlogs
@nicolawatson13
@xnxthxrmxthxr95
@awo_not_yawa
@doniidarmawan
@lynnepatalano
@usembassysa
@usembassyjkt
@winnie_byanyima
@usaid

Top Tweeters in G3:
@bjcrochet
@discriminantbot
@toshizoumoanin
@robert_kroupa
@dianexavier12
@itzjacton
@philipogola
@winharder_
@lugamboblog
@abokazhanova

Top Tweeters in G4:
@justiceoutcry
@aha1r
@thehansindiaweb
@serambinews
@soynuevaprensa
@newvisionwire
@jagrannews
@jagranenglish
@schnoddelbotz
@munagropecuario

Top Tweeters in G5:
@nyac_juru_jesse
@karangwasewase
@wilsonally05
@kigalife
@musirikaredavid
@cnkulikiyinka
@mugireje
@bernardndong
@_tuyisengeepiph
@samuelcamarade

Top Tweeters in G6:
@bbcworld
@whalebe_
@b0tsci
@in_stemm
@cryptojakc
@renoomokri
@unicef
@unesco
@wakamann777
@roopadhatt

Top Tweeters in G7:
@memaemma53
@albanah
@redi__oriental
@digesaludfanb
@zalezki2711
@hospimilptofijo
@ambumilsanjuan
@hospimiltiuna
@hospimiltachira
@hospimilptordaz

Top Tweeters in G8:
@fabriciosx
@dnaed_tech
@simacoder
@compchembiobot
@pennbot1740
@binfotrends
@kristindownie
@penn
@h3abionet
@strathclydeoa

Top Tweeters in G9:
@chabis_ch
@palmarine128
@irenemate
@denio_vale
@teoriantropolog
@marruecoscom
@aacamerano
@askdrshashank
@uct_ichlibrary
@abraham_rmi

Top Tweeters in G10:
@globalhealthbot
@otautaut
@science_open
@jcu
@steff6512
@msfsci
@gsk
@dndi
@crabbbrendan
@alex_maslin