#malaria, Twitter, 11/20/2019 10:45:06 PM, 216874


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#malaria_2019-11-20_14-19-21.xlsx
#malaria_2019-11-20_14-19-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 20, 2019
Short Description:
#malaria via NodeXL http://bit.ly/2OxL9vY
@globalfund
@medsformalaria
@who
@malarianomoreuk
@nkemngo
@malarianomore
@endmalaria
@mimi1inh
@opsoms
@fredros_inc

Top hashtags:
#malaria
#tb
#aids
#fillupthefund
#stepupthefight
#globalcitizen
#dengue
#endmalaria

Description:
Description
The graph represents a network of 3,755 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 Wednesday, 20 November 2019 at 22:20 UTC.

The requested start date was Tuesday, 19 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 46-minute period from Tuesday, 05 November 2019 at 01:13 UTC to Tuesday, 19 November 2019 at 00:59 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 : 3755
Unique Edges : 6365
Edges With Duplicates : 2135
Total Edges : 8500
Number of Edge Types : 3
Mentions : 7565
Tweet : 844
Replies to : 91
Self-Loops : 844
Reciprocated Vertex Pair Ratio : 0.0288234367616948
Reciprocated Edge Ratio : 0.0560318432333129
Connected Components : 520
Single-Vertex Connected Components : 267
Maximum Vertices in a Connected Component : 2352
Maximum Edges in a Connected Component : 6771
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.248863
Graph Density : 0.000463384994753931
Modularity : 0.67811
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,755 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 Wednesday, 20 November 2019 at 22:20 UTC.

The requested start date was Tuesday, 19 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 46-minute period from Tuesday, 05 November 2019 at 01:13 UTC to Tuesday, 19 November 2019 at 00:59 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[37] https://geovax.reportablenews.com/pr/geovax-reports-2019-third-quarter-financial-results-and-provides-corporate-update
[33] http://fillupthefund.de
[23] https://allafrica.com/stories/201911160098.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Aaans%3Aabkwtb
[16] http://www.imolaoggi.it/2019/11/07/malaria-a-taranto-ricoverato-extracomunitario-23enne/
[15] https://www.sciencedaily.com/releases/2019/10/191031112529.htm
[14] https://af.reuters.com/article/topNews/idAFKBN1XF1Q8-OZATP
[11] https://www.cmholab.org
[11] https://www.sciencenewsforstudents.org/article/graphene-fabric-keeps-mosquitoes-biting
[10] https://phys.org/news/2019-11-gene-deletion-malaria-pathogen.html
[9] https://www.reuters.com/article/us-tanzania-malaria/researchers-use-drones-to-pilot-a-new-tool-to-fight-malaria-idUSKBN1XF1HW

Top URLs in Tweet in G1:
[33] http://fillupthefund.de
[2] https://www.stepupthefight.org/
[1] https://www.developmentaid.org/#!/news-stream/post/54235/global-fund-board-steps-up-efforts-to-expand-impact-against-hiv-tb-and-malaria
[1] https://twitter.com/ThomasPeng/status/1195544524845662208
[1] https://twitter.com/LowrieJohn/status/1156015332537954304?s=20
[1] https://phys.org/news/2019-10-malaria-pathogen-x-ray-microscope.html
[1] https://twitter.com/MimicaEU/status/1165220885197971461
[1] https://twitter.com/Reuters/status/1193586850914603008
[1] https://uk.reuters.com/article/uk-health-globalfund-climate-change/climate-change-hampers-progress-on-fighting-epidemics-global-fund-idUKKBN1X11KL
[1] https://www.africaoutlookmag.com/news/orange-the-global-fund-partner-up-to-tackle-africas-healthcare-challenges

Top URLs in Tweet in G2:
[9] https://www.mmv.org/newsroom/events/20-years-mmv-successes-challenges-and-aspirations
[5] https://uk.reuters.com/article/us-tanzania-malaria/researchers-use-drones-to-pilot-a-new-tool-to-fight-malaria-idUKKBN1XF1HW
[5] https://www.thestar.com.my/tech/tech-news/2019/11/06/zanzibar-tests-drones-spraying-rice-fields-to-fight-malaria
[4] https://www.who.int/news-room/detail/14-11-2019-mosquito-sterilization-offers-new-opportunity-to-control-chikungunya-dengue-and-zika
[4] https://www.mmv.org/newsroom/press-releases/country-leaders-pledge-boost-malaria-innovation-and-access-new-and-existing
[4] http://www.ivcc.com/vector-control/indopacificinitiative/
[3] https://phys.org/news/2019-10-malaria-pathogen-x-ray-microscope.html
[3] https://www.positive.news/lifestyle/health/biting-back-new-hope-in-the-fight-against-malaria/
[3] https://www.forbes.com/sites/andrewwight/2019/11/10/how-do-you-fight-malaria-in-tanzania-with-drones/#3d5d4a3b5bab
[2] https://www.svd.se/in-a-plague-killing-humans-and-economies-one-country-is-mounting-a-counterattack?sf111487226=1

Top URLs in Tweet in G3:
[11] https://www.cmholab.org
[6] https://twitter.com/mimi1inh/status/1192825104306233350
[5] http://www.mesamalaria.org/resource-hub/keystone-symposia-malaria-endgame-day-4
[5] https://twitter.com/medsformalaria/status/1192124713251811330
[4] https://womeninmalaria.weebly.com
[3] https://www.imperial.ac.uk/news/193726/female-mosquitoes-that-have-mated-more/
[3] https://twitter.com/marietabernabeu/status/1195612997529542656
[3] https://www.ncbi.nlm.nih.gov/pubmed/29701835?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[2] https://journals.plos.org/plospathogens/article?id=10.1371%2Fjournal.ppat.1008063&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ncbi.nlm.nih.gov/pubmed/29408951?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[23] https://geovax.reportablenews.com/pr/geovax-reports-2019-third-quarter-financial-results-and-provides-corporate-update
[8] https://www.sciencedaily.com/releases/2019/10/191031112529.htm
[7] https://www.youtube.com/watch?v=M-O_0CGcxj8&feature=youtu.be

[6] https://iwhc.org/resources/abortion-self-administered-misoprostol-guide-women/
[5] https://www.noticias24miami.com/2019/11/utilizan-drones-para-combatir-el-mosquito-que-produce-la-malaria/
[4] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[4] https://apps.who.int/iris/bitstream/handle/10665/278968/9789241550406-eng.pdf?ua=1
[4] https://reisefreak.de/atemberaubende-erlebnisse-rund-um-die-rhulani-safari-lodge-madikwe-game-reserve-suedafrika/
[3] http://www.medicinesinpregnancy.org/Medicine--pregnancy/Chloroquine/
[3] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0

Top URLs in Tweet in G5:
[7] https://time.com/collection-post/5692969/brian-gitta-next-generation-leaders/
[4] https://www.devex.com/news/african-scientists-weigh-in-on-the-biggest-obstacles-to-malaria-control-96030
[3] https://bvgh.org/wipo-research/
[3] https://yaledailynews.com/blog/2019/11/11/yale-scientists-curb-malaria-infection-in-mosquitoes/
[3] https://www.paho.org/journal/en
[2] https://www.pmi.gov/news/stories-from-the-field/stories-from-the-field---detail/gis-tracking-system-ensures-successful-smc-campaign-in-cameroon
[2] https://uk.reuters.com/article/us-tanzania-malaria/researchers-use-drones-to-pilot-a-new-tool-to-fight-malaria-idUKKBN1XF1HW
[2] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-019-2992-7
[2] https://neweralive.na/posts/sadc-winning-battle-against-malaria
[2] https://www.axios.com/malaria-eradication-timeline-2050-c46d3841-b4ab-4e5f-9e08-3ffb46035e5d.html

Top URLs in Tweet in G6:
[3] https://www.youtube.com/watch?v=ZDaReakRF2I&feature=youtu.be&fbclid=IwAR1gIhsAI4A3kC8rZ0ql2vDKZyRPD6bBHvZ7MAJloR95QboIDUxeLaY92xw

[2] https://www.paho.org/campeonesmalaria/
[1] http://www.notimex.gob.mx/ntxnotaLibre/754698/reconoce-ops-esfuerzos-de-brasil-guatemala-y-honduras-contra-paludismo
[1] https://www.nawaiwaqt.com.pk/15-Nov-2019/1079771
[1] https://www.youtube.com/watch?v=qmEDZjbAyZ0&feature=youtu.be&fbclid=IwAR2JKeljVDB8A4eyuW942KktJIWE06nb5Hv9V0kigpSgvzxRibMwkURu3TI

[1] https://www.youtube.com/watch?v=fld3pvTzfjc&feature=youtu.be

[1] https://www.paho.org/hq/index.php?option=com_content&view=article&id=15578:ops-reconoce-a-municipios-de-brasil-guatemala-y-honduras-por-reducir-los-casos-de-malaria&Itemid=1926&lang=es
[1] http://www.notimex.gob.mx/ntxnotaLibre/754698
[1] https://www.paho.org/gut/index.php?option=com_content&view=article&id=1290:ops-reconoce-a-municipios-de-guatemala-brasil-y-honduras-por-reducir-los-casos-de-malaria&Itemid=441
[1] https://www.youtube.com/watch?v=ZDaReakRF2I


Top URLs in Tweet in G7:
[4] https://www.nytimes.com/aponline/2019/11/05/world/africa/ap-af-zanzibar-drones-fight-malaria.html
[3] http://www.reuters.com/
[1] https://uk.reuters.com/article/us-tanzania-malaria/researchers-use-drones-to-pilot-a-new-tool-to-fight-malaria-idUKKBN1XF1HW
[1] https://www.gre.ac.uk/research/study/research-studentships-and-scholarships
[1] https://twitter.com/MalariaJournal/status/1195041467527385088
[1] https://www.geospatialhealth.net/index.php/gh/article/view/798#.XcqVegdSUag.twitter
[1] https://www.scjohnson.com/report
[1] https://www.nature.com/articles/s41467-017-00571-y
[1] https://www.futuremedicine.com/doi/full/10.2217/fmb-2017-0284
[1] https://www.abstractsonline.com/pp8/#!/7935/presentation/6350

Top URLs in Tweet in G8:
[1] https://twitter.com/_atanas_/status/1184338441523335169
[1] https://twitter.com/newscientist/status/1193770748692840453
[1] https://www.utu.fi/fi/ajankohtaista/vaitos/uudenlaiset-pikatestit-helpottavat-sairauksien-diagnostiikkaa
[1] https://scopeblog.stanford.edu/2019/11/05/malaria-in-the-amazon-increases-following-deforestation/?sf111984936=1
[1] https://www.redelve.com/manuscript-form

Top URLs in Tweet in G10:
[2] https://www.isglobal.org/-/la-malaria-en-el-punto-de-mira
[2] https://www.wwarn.org/tools-resources/malaria-pregnancy-library
[2] https://blog.f1000.com/2019/10/24/challenges-and-solutions-to-sharing-health-research-data/
[1] https://www.isglobal.org/en/healthisglobal/-/custom-blog-portlet/desde-altamira-hasta-africa-bohemia-una-estrategia-visionaria-contra-la-malaria/7393425/0
[1] http://bohemiaconsortium.org/pt/boletim-informativo/
[1] https://www.isglobal.org/es/-/la-malaria-en-el-punto-de-mira
[1] http://bohemiaconsortium.org/
[1] http://bohemiaconsortium.org/download/621/
[1] http://bohemiaconsortium.org/we-need-new-and-disruptive-tools-against-both-the-vector-and-the-parasite/
[1] https://www.iddo.org/news/join-us-astmh-2019

Top Domains
Top Domains in Tweet in Entire Graph:
[141] twitter.com
[48] co.uk
[41] youtube.com
[40] reuters.com
[37] reportablenews.com
[33] fillupthefund.de
[28] nih.gov
[23] sciencedaily.com
[23] allafrica.com
[20] instagram.com

Top Domains in Tweet in G1:
[33] fillupthefund.de
[6] twitter.com
[2] stepupthefight.org
[1] developmentaid.org
[1] phys.org
[1] reuters.com
[1] africaoutlookmag.com

Top Domains in Tweet in G2:
[21] twitter.com
[18] mmv.org
[9] co.uk
[8] reuters.com
[7] exposure.co
[6] youtube.com
[5] who.int
[5] com.my
[5] ivcc.com
[4] forbes.com

Top Domains in Tweet in G3:
[22] twitter.com
[14] nih.gov
[11] cmholab.org
[10] mesamalaria.org
[6] ac.uk
[6] plos.org
[5] malariaworld.org
[4] weebly.com
[2] nature.com
[2] peopleadmin.com

Top Domains in Tweet in G4:
[25] twitter.com
[23] reportablenews.com
[17] instagram.com
[12] youtube.com
[9] sciencedaily.com
[7] who.int
[6] co.uk
[6] blogspot.com
[6] medicinesinpregnancy.org
[6] iwhc.org

Top Domains in Tweet in G5:
[8] twitter.com
[7] time.com
[6] biomedcentral.com
[5] pmi.gov
[5] rti.org
[4] sciencedaily.com
[4] bvgh.org
[4] devex.com
[4] co.uk
[3] reuters.com

Top Domains in Tweet in G6:
[6] youtube.com
[4] paho.org
[2] gob.mx
[1] com.pk
[1] facebook.com

Top Domains in Tweet in G7:
[6] reuters.com
[4] nytimes.com
[2] ac.uk
[1] twitter.com
[1] geospatialhealth.net
[1] scjohnson.com
[1] nature.com
[1] futuremedicine.com
[1] abstractsonline.com
[1] youtube.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] utu.fi
[1] stanford.edu
[1] redelve.com

Top Domains in Tweet in G10:
[4] isglobal.org
[4] bohemiaconsortium.org
[4] wwarn.org
[2] f1000.com
[1] iddo.org
[1] adobe.com
[1] twitter.com
[1] ac.uk
[1] youtube.com
[1] wiley.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3287] malaria
[508] tb
[494] aids
[415] fillupthefund
[406] stepupthefight
[382] globalcitizen
[141] dengue
[137] endmalaria
[101] paludismo
[89] mosquito



Top Hashtags in Tweet in G1:
[472] malaria
[438] tb
[433] aids
[415] fillupthefund
[386] stepupthefight
[382] globalcitizen
[33] haushalt
[11] llin
[10] niger
[9] nigeriadhs

Top Hashtags in Tweet in G2:
[650] malaria
[84] endmalaria
[46] ethiopia
[44] malariamustdie
[41] aids
[37] tb
[28] mmvat20
[26] dengue
[19] rt
[18] vivax

Top Hashtags in Tweet in G3:
[216] malaria
[66] nyc
[66] cryoem
[29] womeninmalaria
[14] gsk_are2019
[12] vaccines
[11] postdocs
[11] womeninstem
[10] jobsinparasitology
[10] parasitologyjobs

Top Hashtags in Tweet in G4:
[340] malaria
[30] dengue
[29] hiv
[27] mosquito
[23] zika
[21] drones
[17] mosquitoes
[16] ebola
[16] marburg
[13] africa

Top Hashtags in Tweet in G5:
[168] malaria
[23] tropmed19
[20] gisday
[13] endmalaria
[8] madagascar
[7] health
[7] uganda
[7] youth
[6] mosquitoes
[5] globalhealth

Top Hashtags in Tweet in G6:
[115] malaria
[37] paludismo
[29] honduras
[28] dã­amalariaamã©ricas
[12] mspas
[11] guatemala
[10] mosquitos
[10] brasil
[9] escuintla
[8] saludparatodos

Top Hashtags in Tweet in G7:
[78] malaria
[20] mosquitoes
[18] dengue
[14] tanzania
[10] mosquito
[9] endmalaria
[8] phd
[8] scholarship
[8] ecology
[7] papuanewguinea

Top Hashtags in Tweet in G8:
[7] malaria
[3] diagnostiikka
[2] vã¤itã¶s
[1] infectiousdiseases
[1] publichealth
[1] imperiallates
[1] seagrass
[1] fishing
[1] aid
[1] ecosystems

Top Hashtags in Tweet in G9:
[4] malaria
[3] tb
[3] hiv
[1] mulanjemission
[1] endmalaria
[1] familyplanning
[1] contraceptives
[1] vaccines
[1] humanitycapital
[1] povertyreduction

Top Hashtags in Tweet in G10:
[54] malaria
[14] datasharing
[12] datasharingchat
[12] cdisc
[10] bohemiaproject
[8] tropmed19
[6] scrubtyphus
[6] visceralleishmaniasis
[6] medicine
[4] ivermectin

Top Words
Top Words in Tweet in Entire Graph:
[4113] Words in Sentiment List#1: Positive
[1694] Words in Sentiment List#2: Negative
[27] Words in Sentiment List#3: Angry/Violent
[101610] Non-categorized Words
[107417] Total Words
[3269] #malaria
[1558] ø
[1557] ù
[786] contribution
[608] against

Top Words in Tweet in G1:
[759] contribution
[472] #malaria
[464] globalfund
[438] #tb
[433] #aids
[415] #fillupthefund
[388] 1
[386] #stepupthefight
[385] billion
[384] bmz_bund

Top Words in Tweet in G2:
[649] #malaria
[191] medsformalaria
[155] whowpro
[144] pahowho
[128] whoafro
[123] whosearo
[123] whoemro
[123] who_europe
[115] drtedros
[100] years

Top Words in Tweet in G3:
[215] #malaria
[98] research
[90] lab
[82] mimi1inh
[77] ho
[70] using
[69] innovative
[69] join
[68] hiring
[67] columbiamed

Top Words in Tweet in G4:
[339] #malaria
[183] à
[91] malaria
[41] â
[30] #dengue
[29] #hiv
[27] #mosquito
[24] fight
[23] s
[23] #zika

Top Words in Tweet in G5:
[167] #malaria
[41] malaria
[35] pmigov
[32] usaid
[31] astmh
[23] #tropmed19
[22] systems
[22] new
[20] #gisday
[20] information

Top Words in Tweet in G6:
[115] #malaria
[62] ðÿ
[52] opsoms
[48] n
[46] ricas
[42] casos
[37] #paludismo
[37] #dã
[32] s
[31] causada

Top Words in Tweet in G7:
[75] #malaria
[28] drones
[20] #mosquitoes
[19] borne
[19] diseases
[18] #dengue
[16] burden
[16] dr
[16] 3rd
[16] fr

Top Words in Tweet in G8:
[31] deadly
[31] parasite
[31] 'jumped'
[31] gorilla
[31] humans
[31] phytoceuticalsi
[31] rohinishah73
[31] sminaev2015
[31] stelle_lune
[31] 815wrldtrvlr

Top Words in Tweet in G9:
[1533] ù
[1489] ø
[196] ùš
[101] øªø
[99] ùˆø
[99] ùˆ
[98] øµø
[98] øµù
[59] franceausoudan
[51] ùšø

Top Words in Tweet in G10:
[54] #malaria
[20] iddonews
[17] unitaid
[16] iddo
[16] n
[14] #datasharing
[13] standards
[12] #datasharingchat
[12] ensure
[12] sustainability

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[900] ø,ù
[605] ù,ø
[479] #tb,#malaria
[473] #aids,#tb
[399] ù,ù
[388] against,#aids
[386] #stepupthefight,against
[383] regsprecher,bmz_bund
[380] contribution,globalfund
[379] thank,chancellor

Top Word Pairs in Tweet in G1:
[432] #aids,#tb
[432] #tb,#malaria
[383] regsprecher,bmz_bund
[383] against,#aids
[380] contribution,globalfund
[379] thank,chancellor
[379] chancellor,merkel
[379] merkel,regsprecher
[379] bmz_bund,increased
[379] increased,contribution

Top Word Pairs in Tweet in G2:
[123] pahowho,whoemro
[86] medsformalaria,drtedros
[83] drtedros,whoafro
[83] whoafro,whosearo
[83] whosearo,whowpro
[83] whowpro,pahowho
[83] whoemro,who_europe
[83] who_europe,rminghui
[83] rminghui,palonsomalaria
[62] against,#malaria

Top Word Pairs in Tweet in G3:
[77] ho,lab
[66] hiring,ho
[66] lab,columbiamed
[66] columbiamed,#nyc
[66] #nyc,seeking
[66] seeking,innovative
[66] innovative,resourceful
[66] resourceful,postdocs
[66] postdocs,join
[66] join,using

Top Word Pairs in Tweet in G4:
[147] à,à
[25] #hiv,#malaria
[16] advancing,science
[16] science,strategic
[16] strategic,collaborations
[16] collaborations,#zika
[16] #zika,#ebola
[16] #ebola,#hiv
[16] #malaria,#marburg
[16] #marburg,govx

Top Word Pairs in Tweet in G5:
[19] happy,#gisday
[19] geographic,information
[19] information,systems
[15] astmh,#tropmed19
[13] usaid,used
[13] used,geographic
[13] systems,strengthen
[13] strengthen,local
[13] local,infrastructure
[13] infrastructure,deliver

Top Word Pairs in Tweet in G6:
[37] casos,#malaria
[28] #dã,amalariaamã
[28] amalariaamã,ricas
[24] parã,sitos
[23] #malaria,#paludismo
[23] #paludismo,enfermedad
[23] enfermedad,infecciosa
[23] infecciosa,causada
[23] transmitidos,picadura
[23] picadura,mosquito

Top Word Pairs in Tweet in G7:
[19] borne,diseases
[16] 3rd,fr
[15] very,burden
[15] burden,#dengue
[15] #dengue,fever
[15] fever,aedes
[15] aedes,borne
[15] diseases,continue
[15] continue,rising
[15] rising,africa

Top Word Pairs in Tweet in G8:
[31] deadly,parasite
[31] parasite,'jumped'
[31] 'jumped',gorilla
[31] gorilla,humans
[31] humans,phytoceuticalsi
[31] phytoceuticalsi,rohinishah73
[31] rohinishah73,sminaev2015
[31] sminaev2015,stelle_lune
[31] stelle_lune,815wrldtrvlr
[30] _atanas_,deadly

Top Word Pairs in Tweet in G9:
[888] ø,ù
[595] ù,ø
[397] ù,ù
[352] ø,ø
[196] ù,ùš
[99] ø,ùˆø
[99] ùˆ,ø
[98] ù,øµø
[98] ù,øªø
[50] ùƒø,ù

Top Word Pairs in Tweet in G10:
[12] #datasharingchat,ensure
[12] ensure,sustainability
[12] sustainability,legacy
[12] legacy,#datasharing
[12] #datasharing,iddo
[12] iddo,using
[12] using,#cdisc
[12] #cdisc,standards
[12] standards,#malaria
[11] iddonews,#datasharingchat

Top Replied-To
Top Replied-To in Entire Graph:
@medsformalaria
@drtedros
@alma2030
@who
@zc_charminar
@hoodlumrip
@emekaokoye
@eddyburier
@thehebrewboy
@wef

Top Replied-To in G1:
@millerheighife

Top Replied-To in G2:
@medsformalaria
@alma2030
@who
@tdrnews
@safaids
@aidswatchafrica
@nothingbutnets
@ausocialaffairs
@rwandahealth
@drtedros

Top Replied-To in G3:
@gsk_au
@humancellatlas
@vicgovdjpr
@uq_scmb
@frischknechtlab

Top Replied-To in G5:
@pmigov

Top Replied-To in G6:
@opsoms

Top Replied-To in G7:
@jeremyherren

Top Replied-To in G9:
@shakespeareruth
@unfpa_supplies

Top Mentioned
Top Mentioned in Entire Graph:
@globalfund
@bmz_bund
@regsprecher
@who
@medsformalaria
@whowpro
@pahowho
@whoafro
@who_europe
@whoemro

Top Mentioned in G1:
@globalfund
@bmz_bund
@regsprecher
@nmepng
@whonigeria
@drjadeen
@malarianomoreuk
@dsw_de
@malariamustdie

Top Mentioned in G2:
@who
@medsformalaria
@whowpro
@pahowho
@whoafro
@whosearo
@whoemro
@who_europe
@drtedros
@palonsomalaria

Top Mentioned in G3:
@mimi1inh
@columbiamed
@crabbbrendan
@womeninmalaria
@gsk_au
@burnetinstitute
@profkatieewer
@plospathogens
@elenagomezdiaz
@bloodsparasites

Top Mentioned in G4:
@himmoderator
@topmedstore
@terraframe
@basfagro
@debugliesnews
@healthcareasia

Top Mentioned in G5:
@astmh
@pmigov
@usaid
@bbbrieger
@yale
@rtimalaria
@yalirlcea
@yaliuganda
@yalirlcalumniug
@malarianomoreuk

Top Mentioned in G6:
@opsoms
@inscolombia
@minsaludguate
@opsomsrd
@opsargentina
@opsguate
@opsoms_honduras
@sis_peru
@un
@notimex

Top Mentioned in G7:
@microbesinfect
@fredros_inc
@knolsmosquito
@ifakarahealth
@irssf
@nrinstitute
@drheatherferg
@framaha
@lipangalala
@in2carebv

Top Mentioned in G8:
@phytoceuticalsi
@rohinishah73
@sminaev2015
@stelle_lune
@815wrldtrvlr
@_atanas_
@fiel
@stanfordmed
@newscientist
@boardshortsben

Top Mentioned in G9:
@franceausoudan
@globalfund
@gavi
@dfid_uk
@dfid_growth
@malarianomore
@malarianomoreuk
@stephentwigg
@unfpa

Top Mentioned in G10:
@iddonews
@unitaid
@isglobalorg
@jplaiglesia
@wwarn
@astmh
@manhica_cism
@joel_tarning
@ascpt_clinpharm
@campusclinicub

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@lasillarota
@dichristine
@alhanda
@marcodacostafx
@informe21
@libertad717
@rjber15
@susanneleist
@vbinsan1

Top Tweeters in G1:
@aka12144
@salhaj
@photo_journ
@makhawukani_
@_niashort
@john_weeks
@drabioye
@kealite
@orange
@worldbank

Top Tweeters in G2:
@rjber15
@abosife2010
@eddarrell
@sikecilmarmut
@msrock4ever
@analyticaglobal
@sharerussharing
@igorrybovic
@mjoehlerich
@atomistyping

Top Tweeters in G3:
@wasregan
@femtech_
@merckxcycling
@betsyspangles
@evidencerobot
@sbsnews
@faithcompassion
@jimmyroybloom
@drng
@grawoig

Top Tweeters in G4:
@informe21
@zazoomnews
@ratingsnetwork
@agenparl
@soryimbert
@soynuevaprensa
@hchtelevdigital
@guardiannigeria
@ormiga
@ridbay

Top Tweeters in G5:
@forbes
@anon1kenya
@socentlive
@artemisalulo
@reachscale
@partageleen
@refugees
@donlaz4u
@juliofdrezende
@unfoundation

Top Tweeters in G6:
@faby_nava77
@fosforo777
@notimex
@noticiasgt_
@diariodeca
@nellydelatorre
@dianamontanari
@nawaiwaqt_
@agn_noticias
@vg8maria

Top Tweeters in G7:
@scopedbylarry
@drmel_t
@uniquelygillian
@whomeverett
@moumi16525137
@thisismoney
@behavecolpapers
@wellcometrust
@scjohnson
@microbesinfect

Top Tweeters in G8:
@shalisa_renee
@815wrldtrvlr
@saludhealthinfo
@parvez1
@sminaev2015
@rohinishah73
@cpa61
@av693
@stelle_lune
@aleisha_71

Top Tweeters in G9:
@mohamed02566080
@salah_286
@mohamadain
@husseinmalek0
@xuayrexjzuiw3kj
@sawsansukkar
@digno1994
@sudan_trending
@hassana44890220
@wailsalih012

Top Tweeters in G10:
@trigorosa
@vievararosel
@cooperacionesp
@armeladi
@isglobalorg
@unibarcelona
@jquijanopacheco
@sergioepi
@maecgob
@infolep


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