#malaria, Twitter, 3/6/2023 5:25:04 AM, 290366


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#malaria_2023-03-05_21-15-00.xlsx
#malaria_2023-03-05_21-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 06, 2023
Short Description:
#malaria via NodeXL PERMANENTLY_REMOVED
@globalfund
@mesamalaria
@who
@medsformalaria
@jhmrimalaria
@endmalaria
@d_ankita_de
@targetmalaria
@fredros_inc
@minofhealthug

Top hashtags:
#malaria
#dengue
#africa
#embed
#malariafreeindia
#embed2endmalaria
#covid19
#hiv

Description:
Description
The graph represents a network of 3,618 Twitter users whose recent tweets contained "#malaria", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 05:20 UTC.

The tweets in the network were tweeted over the 2311-day, 6-hour, 39-minute period from Saturday, 05 November 2016 at 17:47 UTC to Monday, 06 March 2023 at 00:27 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 3618
Unique Edges : 2589
Edges With Duplicates : 8941
Total Edges : 11530
Number of Edge Types : 9
Retweet : 3549
MentionsInRetweet : 4984
Tweet : 808
Replies to : 183
Mentions : 1420
MentionsInReplyTo : 250
MentionsInQuote : 202
Quote : 133
MentionsInQuoteReply : 1
Self-Loops : 1212
Reciprocated Vertex Pair Ratio : 0.0443679479824058
Reciprocated Edge Ratio : 0.0849661234206189
Connected Components : 437
Single-Vertex Connected Components : 255
Maximum Vertices in a Connected Component : 2560
Maximum Edges in a Connected Component : 9689
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.424941
Graph Density : 0.000417306457605378
Modularity : 0.415928
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,618 Twitter users whose recent tweets contained "#malaria", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 05:20 UTC.

The tweets in the network were tweeted over the 2311-day, 6-hour, 39-minute period from Saturday, 05 November 2016 at 17:47 UTC to Monday, 06 March 2023 at 00:27 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[34] http://www.hpa.org.uk/webc/HPAwebFile/HPAweb_C/1240212774627
[22] https://twitter.com/WHOWPRO/status/1628186782155309057/video/1
[21] https://apps.apple.com/us/app/apothera/id526613282
[16] https://www.nytimes.com/2023/02/14/health/malaria-mosquitoes-climate-change.html?smid=tw-share
[16] https://www.nytimes.com/2023/02/14/health/malaria-mosquitoes-climate-change.html
[15] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[11] https://www.cdc.gov/malaria/resources/pdf/Malaria_Management_Algorithm.pdf
[10] https://us1.campaign-archive.com/?u=25699e7682e960f35a1871b0f&id=3760b418f1
[10] https://doi.org/10.1016/J.CELREP.2023.112057
[10] https://medicalxpress.com/news/2023-02-healthy-kidneys-key-surviving-malaria.html

Top URLs in Tweet in G1:
[7] https://www.nytimes.com/2023/02/14/health/malaria-mosquitoes-climate-change.html
[6] https://www.nytimes.com/2023/02/14/health/malaria-mosquitoes-climate-change.html?smid=tw-share
[5] https://media-nothingbutnets-net.s3.amazonaws.com/2023/02/malaria-in-the-media-february.pdf
[4] https://twitter.com/HHichilema/status/1626973355520688130/photo/1
[4] https://alma2030.org/wp-content/uploads/2023/02/AU-Malaria-Status-Report-2022-vF_EN_20230208_Final-design-layout.pdf
[4] https://jhpiego.zoom.us/webinar/register/WN_q6drNVVeQle-WV4m_kjCPg
[4] https://www.smc-alliance.org/resources/from-concept-to-scale-celebrating-10-years-of-seasonal-malaria-chemoprevention
[4] https://twitter.com/MalariaYouthKE/status/1624296389755695104/photo/1
[4] https://twitter.com/MalariaYouthKE/status/1613066034222612480/photo/1
[4] https://twitter.com/AfricaCDC/status/1625448211618967552/photo/1

Top URLs in Tweet in G2:
[9] https://twitter.com/NicoleKilianPhD/status/1630245556730859527/photo/1
[7] https://us1.campaign-archive.com/?u=25699e7682e960f35a1871b0f&id=3760b418f1
[5] https://www.youtube.com/watch?v=MdcFyjHtv6Q

[4] https://twitter.com/MESAmalaria/status/1630567153039548417/photo/1
[4] https://research.nexteinstein.org/application/mamodafrica-phd-program/
[4] https://twitter.com/vectorologist/status/1628433428961193985/photo/1
[3] https://www.youtube.com/watch?v=8tXwOrhGsYY&feature=youtu.be

[3] https://www.cambridge.org/core/journals/parasitology/announcements/call-for-papers/avian-and-reptile-malarias
[3] https://twitter.com/innovalab_imt/status/1628447564667187201/photo/1
[2] https://mesamalaria.org/mesa-track?donorInstitution=9521

Top URLs in Tweet in G3:
[15] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[8] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0
[7] https://quild.net/de/malaria-quild/
[6] https://www.mamjihospital.com/
[5] https://quild.net/malaria-quild/
[4] https://twitter.com/CzerwinsMarcin/status/1621453847884435461/photo/1
[4] https://twitter.com/stoniaadrian/status/1627408034271055874/photo/1
[4] https://twitter.com/NEXTIAS_Delhi/status/1629443201856598016/photo/1
[4] https://twitter.com/NEXTIAS_Delhi/status/1627998042992549888/photo/1
[4] https://twitter.com/TBIndonesia/status/1625062872983437314/photo/1

Top URLs in Tweet in G4:
[3] https://www.nytimes.com/2023/02/14/health/malaria-mosquitoes-climate-change.html?smid=tw-share
[2] https://twitter.com/DrTedros/status/1629166344561217536/photo/1
[2] https://www.gavi.org/news/media-room/dr-muhammad-ali-pate-become-next-ceo-gavi-vaccine-alliance
[2] https://twitter.com/MinSaludCol/status/1626392130561220609/photo/1
[2] https://twitter.com/MinSaludCol/status/1626392132931006466/photo/1
[2] https://www.who.int/news-room/feature-stories/detail/donors-making-a-difference--building-skills--building-capacity
[2] https://twitter.com/DeeEternalOpt/status/1625367400223997952/photo/1
[2] https://twitter.com/GaviSeth/status/1625132864210710529
[2] https://africacheck.org/fact-checks/meta-programme-fact-checks/yes-chinese-scientist-tu-youyou-did-win-nobel-prize-2015
[2] https://twitter.com/KhrcGhana/status/1598605344082513925/photo/1

Top URLs in Tweet in G5:
[5] https://globalfund.exposure.co/krystals-fight-surviving-malaria-as-a-child-to-combat-the-disease-every-day-as-a-scientist
[3] https://globalfund.exposure.co/meet-the-people-behind-the-worlds-largest-mosquito-net-campaign
[2] https://globalfund.exposure.co/tanzanias-first-line-of-defense-against-pandemics-neema-vulugu
[2] https://twitter.com/GlobalFund/status/1631668481958506496/photo/1
[2] https://twitter.com/GlobalFund/status/1625042439827324929
[1] https://twitter.com/GlobalFund/status/1625042439827324929/photo/1
[1] https://twitter.com/GlobalFund/status/1623260859941236739/photo/1
[1] https://twitter.com/GlobalFund/status/1622868148960604161/photo/1
[1] https://www.theglobalfund.org/en/human-rights/
[1] https://twitter.com/GlobalFund/status/1630810284699910144/photo/1

Top URLs in Tweet in G6:
[7] https://trib.al/DpLiq40
[3] https://twitter.com/smutoro/status/1627240956507422720/photo/1
[1] https://news.scienceafrica.co.ke/32-decrease-in-malaria-hospital-admissions-in-western-kenya/
[1] https://twitter.com/ScienceAfrica5/status/1626474185248628738/photo/1
[1] https://news.scienceafrica.co.ke/malaria-new-prevention-methods-amidst-changing-transmission-landscape/
[1] https://twitter.com/ScienceAfrica5/status/1626502756931457026/photo/1
[1] https://www.linkedin.com/posts/thomas-breuer-md-msc_gfinder-malaria-tb-activity-7030866707388747777-_DD6?utm_source=share&utm_medium=member_desktop
[1] https://twitter.com/Kate_L_OBrien/status/1624133454534217737/photo/1
[1] https://twitter.com/Kate_L_OBrien/status/1624323277572145152/photo/1
[1] https://twitter.com/Kate_L_OBrien/status/1624138286632472589/photo/1

Top URLs in Tweet in G7:
[5] https://www.cell.com/trends/parasitology/current
[5] https://eurosurveillance.org/content/eurosurveillance/28/7
[4] https://twitter.com/UPEndMalaria/status/1622934360277020672/photo/1
[4] https://twitter.com/UPEndMalaria/status/1623621694819602434/photo/1
[4] https://twitter.com/UPEndMalaria/status/1631405229097852928/photo/1
[4] https://twitter.com/herminthology/status/1629086874068217858/photo/1
[3] https://pubmed.ncbi.nlm.nih.gov/36760507/?utm_source=Other&utm_medium=rss&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20230211041749&v=2.17.9.post6+86293ac
[3] https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2023.28.7.2200270
[2] https://pubmed.ncbi.nlm.nih.gov/36732819/?utm_source=Other&utm_medium=rss&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20230205103215&v=2.17.9.post6+86293ac
[2] https://pubmed.ncbi.nlm.nih.gov/36740087/?utm_source=Other&utm_medium=rss&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20230206042948&v=2.17.9.post6+86293ac

Top URLs in Tweet in G8:
[9] https://twitter.com/RAJVEERSHAKYA3/status/1631996547222343681/photo/1
[4] https://twitter.com/MrGopalSaSharm1/status/1630456316723605505/photo/1
[4] https://twitter.com/RakeshR60571145/status/1631297836024496128/photo/1
[4] https://twitter.com/Sangeet11693085/status/1631634394925649920/photo/1
[4] https://twitter.com/SUNILKU09300892/status/1631294033279557632/photo/1
[4] https://twitter.com/BavriyaKavita/status/1631967552657330176/photo/1
[4] https://twitter.com/Pal521171/status/1632041781750558721/photo/1
[3] https://twitter.com/RakeshR60571145/status/1631634883503341568/photo/1
[3] https://twitter.com/SUNILKU09300892/status/1630922301561769984/photo/1
[3] https://twitter.com/Paramvi95280194/status/1630904922874191872/photo/1

Top URLs in Tweet in G9:
[1] https://www.grid.news/story/climate/2023/02/16/malaria-mosquitoes-are-moving-quickly-into-new-territory-as-climate-warms/
[1] https://twitter.com/ChelseaClinton/status/1626703903000600577
[1] https://www.cdc.gov/parasites/malaria/index.html

Top URLs in Tweet in G10:
[6] https://mailchi.mp/c2091d5b8394/news-and-views-from-iddo
[5] https://www.youtube.com/watch?v=7QD9_-Ok_Qw

[3] https://www.youtube.com/watch?v=8X94Z-iJSd4&feature=youtu.be

[3] https://www.wwarn.org/malaria-pregnancy-library
[2] https://www.washingtonpost.com/climate-environment/2023/02/14/climate-change-malaria-mosquito/
[2] https://www.wwarn.org/tools-resources/malaria-clinical-trials-toolkit
[2] https://www.wwarn.org/tracking-resistance
[2] https://www.iddo.org/tools-researchers
[2] https://twitter.com/usmissionuganda/status/1631286232205467648/photo/1
[2] https://twitter.com/OUCRUID/status/1622539593924112384/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1314] twitter.com
[51] youtube.com
[45] nih.gov
[38] nytimes.com
[36] org.uk
[24] doi.org
[24] malariaworld.org
[23] mesamalaria.org
[22] apple.com
[21] medicalxpress.com

Top Domains in Tweet in G1:
[199] twitter.com
[14] nytimes.com
[7] youtube.com
[7] zoom.us
[5] smc-alliance.org
[5] amazonaws.com
[4] alma2030.org
[4] pmi.gov
[4] malariaconsortium.org
[3] youtu.be

Top Domains in Tweet in G2:
[141] twitter.com
[23] mesamalaria.org
[15] youtube.com
[13] malariaworld.org
[8] campaign-archive.com
[4] nature.com
[4] nexteinstein.org
[4] science.org
[4] cambridge.org
[3] isglobal.org

Top Domains in Tweet in G3:
[185] twitter.com
[18] blogspot.com
[13] nih.gov
[12] quild.net
[11] linkedin.com
[8] amazon.de
[6] com.br
[6] nytimes.com
[6] mamjihospital.com
[5] make.com

Top Domains in Tweet in G4:
[44] twitter.com
[5] who.int
[3] nytimes.com
[3] africa-newsroom.com
[2] gavi.org
[2] thelancet.com
[2] ac.uk
[2] africacheck.org
[1] mailchi.mp
[1] chisuprogram.org

Top Domains in Tweet in G5:
[21] twitter.com
[10] exposure.co
[2] theglobalfund.org
[2] initiative5pour100.fr
[1] co.ug
[1] co.jp
[1] or.jp
[1] ghitfund.org
[1] jcie.org
[1] com.ph

Top Domains in Tweet in G6:
[22] twitter.com
[7] trib.al
[4] co.ke
[2] healthtechafrica.org
[1] linkedin.com
[1] home.blog

Top Domains in Tweet in G7:
[39] twitter.com
[27] nih.gov
[12] eurosurveillance.org
[7] cell.com
[4] ac.za
[4] jvbd.org
[3] biomedcentral.com
[2] plos.org
[2] mdpi.com
[2] org.uk

Top Domains in Tweet in G8:
[152] twitter.com
[2] public.app
[1] at.in

Top Domains in Tweet in G9:
[1] grid.news
[1] twitter.com
[1] cdc.gov

Top Domains in Tweet in G10:
[25] twitter.com
[10] wwarn.org
[8] youtube.com
[6] mailchi.mp
[2] washingtonpost.com
[2] iddo.org
[2] org.uk
[1] ac.uk
[1] biomedcentral.com
[1] plos.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3509] malaria
[217] dengue
[186] africa
[169] embed
[139] malariafreeindia
[138] embed2endmalaria
[115] covid19
[104] hiv
[99] phd
[98] mosquito



Top Hashtags in Tweet in G1:
[635] malaria
[40] aumalariareport22
[40] youth
[30] africa
[26] endmalaria
[24] zeromalariayouthke
[24] hiv
[21] dyk
[16] health
[16] tb

Top Hashtags in Tweet in G2:
[502] malaria
[71] callforapplications
[71] africa
[70] phd
[34] callingallscientists
[28] submit
[26] abstracts
[20] genomics
[19] naturalkiller
[19] pfalciparum

Top Hashtags in Tweet in G3:
[399] malaria
[35] mosquito
[33] dengue
[26] africa
[21] health
[15] tourism
[15] southafrica
[13] climatechange
[13] survey
[11] mosquitos

Top Hashtags in Tweet in G4:
[135] malaria
[39] mozambique
[23] hiv
[22] capeverde
[14] hpv
[13] vaccines
[7] cure
[7] climate
[6] mali
[6] áfrica

Top Hashtags in Tweet in G5:
[164] malaria
[40] tb
[34] hiv
[24] zerodiscrimination
[10] nigeria
[9] aids
[5] endmalaria
[3] uhc
[2] tanzania
[2] covid19

Top Hashtags in Tweet in G6:
[79] malaria
[38] kenya
[15] tuberculosis
[9] kash2023
[8] research
[8] afya
[7] mbu
[7] anophelesstephensi
[7] bbcswahili
[7] kemri

Top Hashtags in Tweet in G7:
[141] malaria
[17] plasmodium
[16] mosquitoes
[9] africa
[8] europe
[6] callingallscientists
[6] health
[6] vectorborne
[5] upismc
[5] lifechangers

Top Hashtags in Tweet in G8:
[274] malaria
[169] embed
[138] malariafreeindia
[137] embed2endmalaria
[74] dengue
[35] awareness
[28] bareilly
[19] denguefreeindia
[19] familyhealthindia
[18] एम्बेड

Top Hashtags in Tweet in G9:
[4] malaria
[2] mosquitoes
[1] mozambique
[1] capeverde
[1] hiv

Top Hashtags in Tweet in G10:
[105] malaria
[23] covid19
[17] nmfi
[16] dengue
[16] medicinequality
[15] mosquito
[15] chikungunya
[11] vl
[10] westmidlands
[8] visceralleishmaniasis

Top Words
Top Words in Tweet in Entire Graph:
[3515] #malaria
[1306] malaria
[720] क
[714] र
[466] य
[443] म
[362] ग
[360] ल
[345] more
[323] africa

Top Words in Tweet in G1:
[635] #malaria
[308] malaria
[104] africa
[100] minofhealthug
[93] join
[85] people
[84] elimination
[83] malariayouthke
[82] health
[75] alma_2030

Top Words in Tweet in G2:
[502] #malaria
[126] malaria
[121] mesamalaria
[104] join
[75] funded
[71] #callforapplications
[71] #africa
[70] #phd
[70] aims_rwanda
[68] fully

Top Words in Tweet in G3:
[399] #malaria
[153] malaria
[55] take
[54] pill
[38] more
[35] #mosquito
[33] #dengue
[27] remember
[27] hope
[27] forget

Top Words in Tweet in G4:
[135] #malaria
[66] health
[62] minister
[59] drtedros
[40] need
[40] strengthen
[39] armindo
[39] #mozambique
[39] welcomed
[39] tiago

Top Words in Tweet in G5:
[164] #malaria
[154] globalfund
[92] world
[80] malaria
[79] fight
[59] child
[57] people
[53] incredible
[52] progress
[52] still

Top Words in Tweet in G6:
[99] malaria
[79] #malaria
[72] western
[58] vaccine
[41] against
[38] #kenya
[38] scienceafrica5
[37] 32
[37] hospital
[37] admissions

Top Words in Tweet in G7:
[141] #malaria
[39] africa
[36] malaria
[30] bloodsparasites
[25] pubmed
[23] dr
[20] join
[18] falciparum
[18] march
[17] #plasmodium

Top Words in Tweet in G8:
[702] क
[673] र
[437] य
[435] म
[356] ग
[352] ल
[279] #malaria
[277] ड
[261] द
[234] व

Top Words in Tweet in G9:
[80] hello
[80] more
[80] predicted
[80] climate
[80] due
[80] live
[80] weather
[80] mosquitos
[80] multiple
[80] increasingly

Top Words in Tweet in G10:
[105] #malaria
[27] wwarn
[23] #covid19
[22] malaria
[21] iddonews
[21] bites
[20] spread
[20] research
[19] pregnancy
[19] work

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[184] climate,change
[183] र,य
[168] य,क
[166] मल,र
[137] against,#malaria
[130] burden,#malaria
[120] fight,against
[119] र,म
[112] #malaria,#africa
[106] fully,funded

Top Word Pairs in Tweet in G1:
[60] malaria,elimination
[50] malaria,scorecard
[49] best,malaria
[49] scorecard,tool
[46] honoured,today
[46] today,receive
[46] people,honoured
[46] zambian,people
[46] 2022,best
[46] tool,award

Top Word Pairs in Tweet in G2:
[68] fully,funded
[68] aims_rwanda,#callforapplications
[67] funded,#phd
[67] #malaria,#africa
[66] reducing,burden
[66] join,fully
[66] passionate,reducing
[66] burden,#malaria
[66] #callforapplications,passionate
[66] #africa,join

Top Word Pairs in Tweet in G3:
[54] #malaria,pill
[54] take,#malaria
[27] forget,take
[27] pill,hope
[27] remember,take
[16] malaria,risk
[15] risk,map
[15] malaria,south
[15] african,malaria
[15] south,african

Top Word Pairs in Tweet in G4:
[61] health,minister
[39] discussed,need
[39] #mozambique,yesterday
[39] tiago,health
[39] daniel,tiago
[39] strengthen,hospital
[39] minister,#mozambique
[39] yesterday,discussed
[39] welcomed,armindo
[39] armindo,daniel

Top Word Pairs in Tweet in G5:
[59] malaria,child
[52] defeat,malaria
[52] made,incredible
[52] world,made
[52] progress,fight
[52] still,dies
[52] incredible,progress
[52] child,still
[52] #malaria,minute
[52] fight,defeat

Top Word Pairs in Tweet in G6:
[37] malaria,vaccine
[36] hospital,admissions
[36] rollout,malaria
[36] vaccine,western
[36] 32,decrease
[36] decrease,malaria
[36] western,#kenya
[36] #kenya,rollout
[36] malaria,hospital
[36] admissions,western

Top Word Pairs in Tweet in G7:
[14] climate,change
[13] #mosquitoes,transmit
[13] transmit,#malaria
[13] africa,moved
[13] wednesday,march
[13] dr,laurenbarendse
[13] sub,saharan
[13] malaria,africa
[13] africa,#mosquitoes
[13] laurenbarendse,h3d_uct

Top Word Pairs in Tweet in G8:
[164] य,क
[163] र,य
[160] मल,र
[117] र,म
[105] ब,ड
[88] ड,ग
[88] व,र
[83] ग,क
[80] पर,य
[80] म,ल

Top Word Pairs in Tweet in G9:
[80] warmer,weather
[80] due,warmer
[80] increasingly,live
[80] live,more
[80] weather,hello
[80] climate,change
[80] multiple,models
[80] predicted,mosquitos
[80] mosquitos,increasingly
[80] more,places

Top Word Pairs in Tweet in G10:
[15] #mosquito,bites
[15] #dengue,#chikungunya
[15] bites,spread
[15] #malaria,#dengue
[15] travelling,abroad
[15] abroad,#mosquito
[15] planning,travelling
[15] spread,#malaria
[11] support,research
[11] #malaria,#nmfi

Top Replied-To
Top Replied-To in Entire Graph:
@mybmc
@familyhealthin
@phillypharmaboy
@hispanatoliaen
@monikakormany11
@ecdc_eu
@pointer_kroncrv
@unicef
@mybmcwardke
@backtolife_2023

Top Replied-To in G1:
@irssf
@smcalliance
@theglobalfight
@minofhealthug

Top Replied-To in G2:
@targetmalaria
@marcad7
@malariaworld
@flyknows

Top Replied-To in G3:
@prc_official

Top Replied-To in G4:
@phillypharmaboy

Top Replied-To in G5:
@peterasands

Top Replied-To in G6:
@drmercyhealth

Top Replied-To in G7:
@ecdc_eu
@upnasagric

Top Replied-To in G8:
@familyhealthin
@fhiindia
@cmo_sonbhadra

Top Mentioned
Top Mentioned in Entire Graph:
@globalfund
@mesamalaria
@sksomya
@familyhealthin
@rajesh_amh
@who
@medsformalaria
@malariayouthke
@chelseaclinton
@endmalaria

Top Mentioned in G1:
@malariayouthke
@alma_2030
@endmalaria
@minofhealthug
@globalfund
@medsformalaria
@hhichilema
@mesamalaria
@davidreddy_mmv

Top Mentioned in G2:
@mesamalaria
@aims_rwanda
@fredros_inc
@jhmrimalaria
@isglobalorg
@malariaworld
@malariagenomics
@medsformalaria
@embl
@faithosier

Top Mentioned in G3:
@diariodegoias
@addfieldltd
@pisimbasctz
@mundelasalud
@newzug
@tcarsoniii

Top Mentioned in G4:
@drtedros
@who
@gavi
@whoafro
@minsaludcol
@deeeternalopt
@gaviseth
@unicef
@thelancet
@pathtweets

Top Mentioned in G5:
@globalfund
@theglobalfight
@fgfj_jcie
@peterasands
@xtalbirungi
@resultsuk
@gatesafrica
@jcie_org
@takemikeizo

Top Mentioned in G6:
@scienceafrica5
@kemri_kenya
@doctorsoumya
@kate_l_obrien
@afidep
@roseoronje
@who
@moh_kenya
@whokenya
@mobivetke

Top Mentioned in G7:
@bloodsparasites
@microbesinfect
@laurenbarendse
@h3d_uct
@trendsparasitol
@h3d_foundation
@eurosurveillanc
@scientist_mum
@edithcowanuni
@jhmrimalaria

Top Mentioned in G8:
@sksomya
@familyhealthin
@rajesh_amh
@isakshi1610
@kanchansingh87
@durgeshag82
@ashishsharmabcb
@chitrasenpatle5
@archana2442
@sunilku09300892

Top Mentioned in G9:
@chelseaclinton
@drtedros

Top Mentioned in G10:
@wwarn
@iddonews
@morubkk
@malariajournal
@tropmedoxford
@ukhsa_westmids
@nathnac
@whoafro
@medsformalaria
@bitspilaniindia

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@chidambara09
@paoloigna1
@jurylady5
@newsoneplace
@british_airways
@independent
@jude_mugabi
@httweets
@vonrosenchild

Top Tweeters in G1:
@jude_mugabi
@mariorobertop
@nytimes
@boovay7
@omuzibuwaalu
@lugwaja
@ingrx
@mgupt108
@jumaabdukarim
@voanews

Top Tweeters in G2:
@vonrosenchild
@dawnroseturner
@2chainlezchainz
@msep0003
@hubbucket
@syawal
@scshinyahoo
@saludhealthinfo
@mac_kill_i_can
@udadisi

Top Tweeters in G3:
@zazoomblog
@newsoneplace
@tvnnoticias
@hubertdemeulder
@laverdadmo
@thatstamil
@tv9gujarati
@elcariberd
@medcom_id
@atbdigital

Top Tweeters in G4:
@jerseyboy0423
@makintamie
@5weyen72
@miyakilee
@gladeolie
@zimrirosas
@anthonyjdango
@lidu_ax
@aashika71191584
@deepgreendesign

Top Tweeters in G5:
@jurylady5
@john_siracusa
@magarya
@mpassy_jr
@lorac328
@zewdiabraha1
@asierbijoux
@koolholio
@junub_bot
@nadin007nadin

Top Tweeters in G6:
@drjudystone
@crof
@kisumueveryday
@mrsmaris
@rosettaceesay
@khasimwammaitsi
@bbcswahili
@cathrynisland
@smutoro
@indianisation

Top Tweeters in G7:
@bprophetable
@monasmitte
@meddeviceeng
@compchembiobot
@behavecolpapers
@bloodsparasites
@kenzibit
@microbesinfect
@keeleuniversity
@adrianmulholla1

Top Tweeters in G8:
@jansamparkmp
@mygovindia
@projsbalaghat
@fhi360
@healthminmp
@collectorbalagh
@projssheopur
@mp_mygov
@collectorshivp1
@schooledump

Top Tweeters in G9:
@rosstell
@hillbeverlyhill
@austintemple24
@pleasethink1776
@rmr11rock
@santafefran
@domvito61
@adogslifeto
@lapham923
@kate_is_rising

Top Tweeters in G10:
@andreww66619812
@rosalbina_caro
@natashapolitics
@ghs
@ugo_ez
@ruddington_info
@drjv75
@anthverest1
@nathnac
@icmrdelhi


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