gatesfoundation, Twitter, 4/26/2021 3:56:53 AM, 253531


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gatesfoundation_2021-04-25_20-02-04.xlsx
gatesfoundation_2021-04-25_20-02-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 26, 2021
Short Description:
gatesfoundation via NodeXL https://bit.ly/3xoS9kx
@gatesfoundation
@usockrich
@busydrt
@changeworld2
@braincures
@billgates
@p_ailean
@terriersvu
@waltisiegrist
@drhouse_cov2

Top hashtags:
#gatesfoundation
#covid19
#darpa
#genedrives
#discriminate
#genders
#men

Description:
Description
The graph represents a network of 7,808 Twitter users whose tweets in the requested range contained "gatesfoundation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 26 April 2021 at 03:10 UTC.

The requested start date was Monday, 26 April 2021 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 9-day, 14-hour, 44-minute period from Friday, 16 April 2021 at 08:24 UTC to Sunday, 25 April 2021 at 23:08 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 : 7808
Unique Edges : 18919
Edges With Duplicates : 56675
Total Edges : 75594
Number of Edge Types : 5
Retweet : 4674
MentionsInRetweet : 22890
Replies to : 2231
Mentions : 45569
Tweet : 230
Self-Loops : 471
Reciprocated Vertex Pair Ratio : 0.0216565627054269
Reciprocated Edge Ratio : 0.0423949955317248
Connected Components : 169
Single-Vertex Connected Components : 81
Maximum Vertices in a Connected Component : 7407
Maximum Edges in a Connected Component : 75047
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.553288
Graph Density : 0.000458929643846317
Modularity : 0.30551
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,808 Twitter users whose tweets in the requested range contained "gatesfoundation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 26 April 2021 at 03:10 UTC.

The requested start date was Monday, 26 April 2021 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 9-day, 14-hour, 44-minute period from Friday, 16 April 2021 at 08:24 UTC to Sunday, 25 April 2021 at 23:08 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 : gatesfoundation
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:
[28] https://twitter.com/gatesfoundation/status/1382779428766425088
[27] https://web.archive.org/web/20210124132255/https://littlesis.org/oligrapher/5981-bill-gates
[26] https://drive.google.com/file/d/1FLGM5rmURTiE8k-_K7KYsbLD3t2auLVl/view?usp=sharing
[14] https://www.gatesfoundation.org/about/committed-grants
[14] https://web.archive.org/web/20201226134033/https://littlesis.org/oligrapher/5027-scientific-advisory-group-for-emergencies-sage-uk
[11] https://web.archive.org/web/20210115230447/https://littlesis.org/oligrapher/4900-vaccine-finance
[11] https://drive.google.com/file/d/1zPxKQBBodb2-PGd5ZLQRF3wdf2NCgceL/view?usp=sharing
[10] https://www.gatesfoundation.org/about/committed-grants?q=IMPERIAL%20COLLEGE
[10] https://web.archive.org/web/20210122064406/https://littlesis.org/oligrapher/4929-fauci-and-gates
[10] https://drive.google.com/file/d/1G5dLM0pBOP6X0b5j3qp4tCVG25q4iEGs/view?usp=sharing

Top URLs in Tweet in G1:
[25] https://web.archive.org/web/20210124132255/https://littlesis.org/oligrapher/5981-bill-gates
[24] https://drive.google.com/file/d/1FLGM5rmURTiE8k-_K7KYsbLD3t2auLVl/view?usp=sharing
[14] https://web.archive.org/web/20201226134033/https://littlesis.org/oligrapher/5027-scientific-advisory-group-for-emergencies-sage-uk
[11] https://web.archive.org/web/20210115230447/https://littlesis.org/oligrapher/4900-vaccine-finance
[11] https://drive.google.com/file/d/1zPxKQBBodb2-PGd5ZLQRF3wdf2NCgceL/view?usp=sharing
[10] https://web.archive.org/web/20210122064406/https://littlesis.org/oligrapher/4929-fauci-and-gates
[10] https://drive.google.com/file/d/1G5dLM0pBOP6X0b5j3qp4tCVG25q4iEGs/view?usp=sharing
[10] https://www.gatesfoundation.org/about/committed-grants?q=IMPERIAL%20COLLEGE
[8] https://web.archive.org/web/20201112235835/https://littlesis.org/oligrapher/5008-qdx-health-id-covid-19-passport
[8] https://drive.google.com/file/d/1rX2idXkW32NCT2uGbJ6Ds6hgnngXS5TH/view?usp=sharing

Top URLs in Tweet in G2:
[5] https://greatreject.org/laboratories-cant-find-covid-19-in-positive-tests/
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7045880/pdf/ophrp-11-3.pdf
[5] https://www.nejm.org/doi/pdf/10.1056/NEJMoa2001017
[5] https://pubmed.ncbi.nlm.nih.gov/32237278/
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fclinicalmicrobiologyandinfection.com%2Farticle%2FS1198-743X%2820%2930170-1%2Ffulltext&rc=0
[5] https://theconversation.com/i-study-viruses-how-our-team-isolated-the-new-coronavirus-to-fight-the-global-pandemic-133675
[4] https://t.me/walter_siegrist
[2] https://twitter.com/WaltiSiegrist/status/1383791795486695429
[2] https://t.me/samueleckert
[2] https://twitter.com/changeworld2/status/1386036550425890821

Top URLs in Tweet in G3:
[4] https://twitter.com/gatesfoundation/status/1246095455726886913
[2] https://www.theguardian.com/global-development/2020/mar/05/unaids-chief-vows-to-act-after-tribunal-upholds-staff-harassment-complaints
[2] https://www.devex.com/news/unaids-chief-confronted-by-anti-harassment-protestors-on-stage-in-amsterdam-93168
[2] https://politicstoday.org/the-un-corruption-and-scandals-how-did-we-get-here/
[2] https://www.alliancemagazine.org/blog/wallace-global-sierra-club-foundation-hit-back-at-divestment-virtue-signalling-claims/
[2] https://usrtk.org/our-investigations/cornell-alliance-for-science-is-campaign-for-agrichemical-industry/
[1] https://www.theguardian.com/news/2020/apr/11/call-for-super-rich-to-donate-more-to-tackle-coronavirus-pandemic
[1] https://www.linkedin.com/pulse/i-executive-harassed-reported-had-role-loved-taken-away-sima-newell/
[1] https://www.theguardian.com/global-development/2019/nov/26/new-unaids-chief-vows-to-stamp-out-sexual-misconduct-and-abuse-of-power-winnie-byanyima
[1] https://www.devex.com/news/exclusive-unaids-fails-to-release-sexual-harassment-investigation-98696

Top URLs in Tweet in G4:
[4] https://www.gatesfoundation.org/about/committed-grants
[2] https://www.gatesfoundation.org/about/committed-grants?q=Tony%20Blair%20Institute%20#jump-nav-anchor0
[2] https://www.gatesfoundation.org/about/committed-grants?q=Tony%20Blair
[1] https://www.gatesfoundation.org/about/committed-grants?q=Tony%20Blair#jump-nav-anchor0
[1] https://twitter.com/mrgoose59899263/status/1383881260523614212
[1] https://www.gatesfoundation.org/about/committed-grants?q=Tony%20blair#jump-nav-anchor0
[1] https://www.gatesfoundation.org/about/committed-grants/2020/12/INV017626
[1] https://www.gatesfoundation.org/about/committed-grants/2020/04/INV016608
[1] https://www.gatesfoundation.org/about/committed-grants/2019/11/inv002929
[1] https://www.gatesfoundation.org/about/committed-grants/2020/09/inv006421

Top URLs in Tweet in G5:
[2] https://ichc2021.conference.tc/ichc-2021
[2] https://www.techchange.org/
[2] https://twitter.com/whycathywhy/status/1384498879278747650
[2] https://degrees.fhi360.org/2021/04/disrupters-the-future-of-family-planning-and-reproductive-health/
[1] https://twitter.com/ichc2021/status/1383133089111674882
[1] https://www.gatesfoundation.org/ideas/articles/gender-equality-covid19-data?utm_source=MG&utm_medium=LI
[1] https://twitter.com/gatesfoundation/status/1386047318617739266
[1] https://twitter.com/Jhpiego/status/1384237125709619207
[1] https://twitter.com/ctiexchange/status/1384840778850217989
[1] https://www.ghspjournal.org/content/9/Supplement

Top URLs in Tweet in G6:
[5] https://www.cimmyt.org/news/investment-in-maize-for-africa-pays-off/
[4] https://www.gatesfoundation.org/ideas/articles/rodger-voorhies-climate-adaptation
[2] https://www.cgiar.org/news-events/news/revisiting-the-inverse-size-productivity-relationship
[2] https://www.telegraph.co.uk/global-health/climate-and-people/investing-agriculture-africas-best-hope-bouncing-back-covid/
[2] https://excellenceinbreeding.org/blog/new-genotyping-services-launched-across-cgiar-and-partners
[2] https://excellenceinbreeding.org/blog/seeding-excellence-through-breeding-excellence
[2] https://twitter.com/terrence_str/status/1290054070477021184
[1] https://www.gatesfoundation.org/ideas/articles/climate-change-agriculture-africa?utm_source=GF&utm_medium=TW
[1] https://www.gatesfoundation.org/ideas/articles/climate-change-agriculture-africa
[1] https://www.cimmyt.org/news/breeders-take-quantum-leap/

Top URLs in Tweet in G7:
[1] https://foe.org/news/military-revealed-top-funder-gene-drives-gates-foundation-paid-1-6-million-influence-un-gene-drives/

Top URLs in Tweet in G8:
[3] https://malaria.jhsph.edu/conferences/2021-world-malaria-day-symposium/
[2] https://undp.zoom.us/webinar/register/6616182937339/WN_cP4rEEuZQFitPPn_m159jg
[2] https://r4d.org/news/r4d-announces-new-leadership-for-the-health-systems-strengthening-accelerator/
[2] https://twitter.com/IlonaKickbusch/status/601254274417487872
[2] https://healthpolicy-watch.news/patents-are-not-main-roadblock-to-expanding-vaccine-production-says-top-gates-foundation-official/
[2] https://www.gatesfoundation.org/ideas/articles/gender-equality-covid19-data?utm_source=TM&utm_medium=TW
[2] https://www.the-tls.co.uk/?utm_medium=cpc&utm_source=google&utm_campaign=UK_BP_TLS_Brand_Exact&utm_term=DYNAMIC+SEARCH+ADS&adgroup=UK_BP_TLS_Brand_Exact+-+dynamic+ad+group&gclid=EAIaIQobChMIg4CjqNiC8AIVoIBQBh0YKgsFEAAYASAAEgJtl_D_BwE&gclsrc=aw.ds
[1] https://www.graduateinstitute.ch/BMGF?sf142440928=1
[1] https://www.gatesfoundation.org/ideas/articles/act-accelerator-who-vaccine?utm_source=CE&utm_medium=TW&sf142633298=1
[1] https://twitter.com/impsanteafrique/status/1381624066273116163

Top URLs in Tweet in G9:
[3] https://www.facebook.com/donate/846556615923226/?fundraiser_source=external_url
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fdonate%2F846556615923226%2F%3Ffundraiser_source%3Dexternal_url
[1] https://twitter.com/alonsotoro/status/1384746006068310016
[1] https://twitter.com/UEenMexico/status/1384900727475163142
[1] https://twitter.com/PPT_CELAC/status/1382774444620275713
[1] https://www.directoriocubano.info/panorama/por-que-cuba-no-participo-en-la-iniciativa-covax-de-la-oms-y-no-compra-vacunas/
[1] https://twitter.com/CancerIntegral/status/1386346634716585984
[1] https://twitter.com/givingclassroom/status/1386298781747007491
[1] https://twitter.com/GivingClassroom/status/1383106556967915528
[1] https://twitter.com/GivingClassroom/status/1384855688481067011

Top URLs in Tweet in G10:
[5] https://twitter.com/InProportion2/status/1384848115468062722
[2] https://www.povertyactionlab.org/event/mobile-money-impacts-challenges-and-open-questions
[2] http://www.nytimes.com/2015/01/07/arts/design/gates-foundation-uses-art-to-encourage-vaccination.html
[1] https://www.bbc.com/news/world-asia-56425115
[1] https://twitter.com/GrantFMarshall/status/1385979426421288960?s=19
[1] https://www.bbc.com/news/world-asia-india-56851265.amp
[1] https://www.gofundme.com/f/help-derek-and-his-mom?utm_campaign=p_cp+share-sheet&utm_medium=social&utm_source=twitter
[1] https://www.oneyoungworld.com/news-item/weekly-roundup-ambassadors-recognised-forbes-mit-gates-foundation-more

Top Domains
Top Domains in Tweet in Entire Graph:
[400] twitter.com
[242] gatesfoundation.org
[72] archive.org
[67] google.com
[60] youtube.com
[24] t.me
[19] theguardian.com
[13] querdenken-711.de
[13] nih.gov
[12] co.uk

Top Domains in Tweet in G1:
[154] twitter.com
[68] archive.org
[56] google.com
[44] gatesfoundation.org
[15] youtube.com
[7] whatsapp.com
[4] gofundme.com
[4] newrepublic.com
[3] co.uk
[3] nytimes.com

Top Domains in Tweet in G2:
[65] twitter.com
[23] t.me
[13] youtube.com
[13] querdenken-711.de
[11] nih.gov
[9] google.com
[7] reitschuster.de
[5] tkp.at
[5] epochtimes.de
[5] greatreject.org

Top Domains in Tweet in G3:
[13] theguardian.com
[10] twitter.com
[5] devex.com
[2] linkedin.com
[2] passblue.com
[2] politicstoday.org
[2] alliancemagazine.org
[2] usrtk.org
[1] theconversation.com
[1] un.org

Top Domains in Tweet in G4:
[16] gatesfoundation.org
[1] twitter.com

Top Domains in Tweet in G5:
[13] twitter.com
[4] conference.tc
[2] techchange.org
[2] fhi360.org
[1] gatesfoundation.org
[1] ghspjournal.org
[1] infactng.com
[1] ctiexchange.org
[1] pmadata.org
[1] linkedin.com

Top Domains in Tweet in G6:
[12] cimmyt.org
[7] gatesfoundation.org
[6] twitter.com
[4] excellenceinbreeding.org
[3] youtube.com
[2] cgiar.org
[2] co.uk
[2] handle.net
[2] cirad.fr
[1] feedthefuture.gov

Top Domains in Tweet in G7:
[1] foe.org

Top Domains in Tweet in G8:
[4] gatesfoundation.org
[4] twitter.com
[3] jhsph.edu
[2] zoom.us
[2] r4d.org
[2] healthpolicy-watch.news
[2] genevasolutions.news
[2] co.uk
[1] graduateinstitute.ch
[1] researchgate.net

Top Domains in Tweet in G9:
[13] twitter.com
[5] facebook.com
[1] directoriocubano.info
[1] mintme.com
[1] gallup.com
[1] gatesfoundation.org
[1] donorschoose.org

Top Domains in Tweet in G10:
[6] twitter.com
[2] bbc.com
[2] povertyactionlab.org
[2] nytimes.com
[1] gofundme.com
[1] oneyoungworld.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[326] gatesfoundation
[278] covid19
[210] darpa
[210] genedrives
[63] discriminate
[63] genders
[63] men
[56] empowerment
[56] responsibility
[51] covid



Top Hashtags in Tweet in G1:
[180] covid19
[63] discriminate
[63] genders
[63] men
[56] empowerment
[56] responsibility
[32] rotary
[27] vaccineswork
[26] covax
[25] covidー19

Top Hashtags in Tweet in G2:
[36] corona
[32] covid
[24] infektionsschutzgesetz
[21] impfpass
[19] allesdichtmachen
[19] lockdown
[13] ifsg
[12] testpflicht
[12] impfung
[12] impfpflicht

Top Hashtags in Tweet in G3:
[22] gatesfoundation
[14] mckinsey
[7] globalgoals
[7] resist
[7] gmos
[5] sdg16
[5] sdgs
[4] act4sdgs
[4] mediacriticism
[3] covid19

Top Hashtags in Tweet in G5:
[17] ichc2021
[12] communityhealth
[11] drawthelineagainstmalaria
[10] worldmalariaday2021
[10] zeromalariastartwithmeng
[10] phc
[7] genderequality
[7] covid19
[5] greatergivingsummit
[3] ichc20201

Top Hashtags in Tweet in G6:
[21] earthday
[20] climatechange
[13] onecgiar
[12] african
[9] farmers
[7] africa
[6] feedthefuture
[6] climatesmart
[5] nars
[5] oneplanetfellowship

Top Hashtags in Tweet in G7:
[204] darpa
[204] genedrives
[204] gatesfoundation

Top Hashtags in Tweet in G8:
[21] malaria
[13] worldmalariaday
[13] vectorcontrol
[11] nbn21
[8] agritech
[6] globalhealth
[5] covid19
[5] africanwomeninmalaria
[3] endmalaria
[3] zeromalaria

Top Hashtags in Tweet in G9:
[3] mexico
[3] covax
[2] mundo
[2] europa
[1] carnegiesummit2021
[1] jobquality
[1] glorijean4p
[1] africa
[1] ema
[1] bankofinternationalsettlements

Top Hashtags in Tweet in G10:
[5] oyw
[3] covid19
[2] aquagoat
[2] vaccination
[1] mong
[1] earthday
[1] sethgarz
[1] genderequality
[1] recovertogether
[1] vaccineequity

Top Words
Top Words in Tweet in Entire Graph:
[3689] gatesfoundation
[2197] drhouse_cov2
[2190] waltisiegrist
[2184] klarkarl1
[2165] thisbuerge
[2127] thomas_binder
[2064] drpoetsch
[2039] aefaufklaerung
[1922] changeworld2
[1863] p_ailean

Top Words in Tweet in G1:
[1907] gatesfoundation
[495] billgates
[231] melindagates
[212] women
[193] gavi
[183] pandemic
[180] help
[180] #covid19
[166] more
[147] global

Top Words in Tweet in G2:
[2194] drhouse_cov2
[2187] waltisiegrist
[2181] klarkarl1
[2162] thisbuerge
[2124] thomas_binder
[2061] drpoetsch
[2035] aefaufklaerung
[1919] changeworld2
[1860] p_ailean
[1787] balingalexander

Top Words in Tweet in G3:
[96] googleexpertuk
[93] proftimnoakes
[87] gentlewomanboss
[82] judithcarmody1
[78] braincures
[78] thepeopleshubuk
[70] truthsayerodet1
[70] suzanne_garrett
[67] gatesfoundation
[53] janiceg

Top Words in Tweet in G4:
[294] gates
[292] bill
[292] tony
[290] blair
[289] over
[287] foundation
[287] global
[287] change
[286] 2020
[286] alone

Top Words in Tweet in G5:
[66] gatesfoundation
[65] jhpiego
[55] second
[55] director
[55] leaders
[54] panel
[54] innovations
[53] moving
[53] somesh_kumr
[52] moderated

Top Words in Tweet in G6:
[105] cgiar
[95] cimmyt
[77] gatesfoundation
[63] africa
[62] farmers
[57] maize
[49] adapt
[37] varieties
[33] agriculture
[33] part

Top Words in Tweet in G7:
[204] talk
[204] #darpa
[204] #genedrives
[204] shall
[204] #gatesfoundation
[204] anything
[203] busydrt
[6] minervamcgrani1
[6] nonvaccinato
[6] 12

Top Words in Tweet in G8:
[99] gatesfoundation
[45] pmigov
[44] usaidgh
[42] naturemedicine
[42] ifyaniebo
[42] allyeko
[42] fredros_inc
[40] udnore
[39] ckyobutungi
[39] lshtm

Top Words in Tweet in G9:
[36] gatesfoundation
[20] क
[9] bezosfoundation
[8] reidhoffman
[8] waltonfamilyfdn
[8] ह
[7] mackenziescott
[7] not_freddie
[7] pierrekaseen37
[7] र

Top Words in Tweet in G10:
[176] daily
[152] prachisrivas
[99] india
[90] humanitarian
[90] disaster
[88] 300k
[88] cases
[88] 10k
[88] deaths
[88] mobilise

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2180] drhouse_cov2,klarkarl1
[2120] klarkarl1,thomas_binder
[2006] thomas_binder,aefaufklaerung
[1964] drpoetsch,thisbuerge
[1740] p_ailean,drpoetsch
[1612] balingalexander,p_ailean
[1527] thisbuerge,drhouse_cov2
[1493] waltisiegrist,balingalexander
[1242] changeworld2,waltisiegrist
[809] aefaufklaerung,eckert_official

Top Word Pairs in Tweet in G1:
[190] billgates,gatesfoundation
[107] gatesfoundation,billgates
[105] gatesfoundation,melindagates
[84] billgates,melindagates
[76] covid,19
[72] gatesfoundation,gavi
[69] billgates,breaks
[69] breaks,down
[69] down,#covid19
[67] ending,pandemic

Top Word Pairs in Tweet in G2:
[2177] drhouse_cov2,klarkarl1
[2117] klarkarl1,thomas_binder
[2003] thomas_binder,aefaufklaerung
[1961] drpoetsch,thisbuerge
[1737] p_ailean,drpoetsch
[1609] balingalexander,p_ailean
[1524] thisbuerge,drhouse_cov2
[1490] waltisiegrist,balingalexander
[1240] changeworld2,waltisiegrist
[808] aefaufklaerung,eckert_official

Top Word Pairs in Tweet in G3:
[87] proftimnoakes,gentlewomanboss
[82] gentlewomanboss,judithcarmody1
[70] truthsayerodet1,suzanne_garrett
[70] suzanne_garrett,proftimnoakes
[68] googleexpertuk,truthsayerodet1
[67] thepeopleshubuk,googleexpertuk
[53] braincures,thepeopleshubuk
[53] judithcarmody1,janiceg
[37] billgates,melindagates
[36] christinpeeples,reddit

Top Word Pairs in Tweet in G4:
[290] tony,blair
[287] global,change
[286] 2020,alone
[286] alone,bill
[286] bill,melinda
[286] melinda,gates
[286] gates,foundation
[286] foundation,granted
[286] granted,over
[286] over,22m

Top Word Pairs in Tweet in G5:
[52] moving,second
[52] second,panel
[52] panel,moderated
[52] moderated,somesh_kumr
[52] somesh_kumr,sr
[52] sr,director
[52] director,innovations
[52] innovations,jhpiego
[52] jhpiego,thought
[52] thought,leaders

Top Word Pairs in Tweet in G6:
[26] agriculture,crucial
[26] crucial,part
[26] part,africa
[26] africa,economy
[26] economy,cgiar
[26] cgiar,cimmyt
[26] cimmyt,supporting
[26] supporting,farmers
[26] farmers,africa
[26] africa,adapt

Top Word Pairs in Tweet in G7:
[204] talk,#darpa
[204] #darpa,#genedrives
[204] #genedrives,shall
[204] shall,#gatesfoundation
[204] #gatesfoundation,anything
[203] busydrt,talk
[6] minervamcgrani1,nonvaccinato
[6] nonvaccinato,12
[6] 12,11
[6] 11,2014

Top Word Pairs in Tweet in G8:
[42] naturemedicine,ifyaniebo
[42] ifyaniebo,allyeko
[42] fredros_inc,gatesfoundation
[42] gatesfoundation,usaidgh
[40] usaidgh,pmigov
[38] pmigov,lshtm
[29] allyeko,ckyobutungi
[29] ckyobutungi,fredros_inc
[27] lshtm,harvardchansph
[27] harvardchansph,aspeninstitute

Top Word Pairs in Tweet in G9:
[7] mackenziescott,bezosfoundation
[7] bezosfoundation,not_freddie
[7] pierrekaseen37,waltonfamilyfdn
[6] क,फ
[5] luminafound,gatesfoundation
[5] gatesfoundation,gallup
[4] waltonfamilyfdn,benioff
[4] benioff,mcuban
[4] mcuban,dgarrelts
[4] not_freddie,reidhoffman

Top Word Pairs in Tweet in G10:
[88] humanitarian,disaster
[88] disaster,daily
[88] daily,300k
[88] 300k,cases
[88] cases,10k
[88] 10k,deaths
[88] deaths,daily
[88] daily,india
[88] india,mobilise
[87] prachisrivas,humanitarian

Top Replied-To
Top Replied-To in Entire Graph:
@gatesfoundation
@changeworld2
@waltisiegrist
@p_ailean
@alwaleed_talal
@bharatbiotech
@thisbuerge
@idowuolawoye
@lisab31551375
@balingalexander

Top Replied-To in G1:
@gatesfoundation
@bharatbiotech
@lisab31551375
@billgates
@barackobama
@proudpahariya
@uksciencechief
@mpkchaitu
@tskould
@rvenkayya

Top Replied-To in G2:
@changeworld2
@waltisiegrist
@p_ailean
@thisbuerge
@balingalexander
@barbara57595701
@reflexospuros
@masch1973
@duckel5
@schlautropf

Top Replied-To in G3:
@thepeopleshubuk
@nabhit_kapur
@braincures
@grybauskaite_lt
@gatesfoundation
@ashesandember
@googleexpertuk
@housingfirstuk
@icrict
@shicooks

Top Replied-To in G4:
@bijourain
@noreward_norisk
@jonnyhodl
@mrgoose59899263
@boycott4freedom
@waldron_pj

Top Replied-To in G5:
@sfhgfmalariapr1
@techchange
@hfogstad
@rityonzughul
@ahmednmuse
@smiletrainafric
@asianmosaicfund
@kateradnc
@whycathywhy
@a360nigeria

Top Replied-To in G6:
@gatesafrica
@instadosep
@fikarfoundation
@gatesfoundation
@rodger_voorhies
@ctlgh_info
@aasseta
@chipomsengezi
@cgiar_data
@linusm80676542

Top Replied-To in G7:
@minervamcgrani1

Top Replied-To in G8:
@udnore
@ckyobutungi
@clickonkaduna
@dnohpete
@waterwideng
@dc_sarah
@mushawangu
@gbueben
@bisijewel
@budgitng

Top Replied-To in G9:
@mackenziescott
@sonusood
@ivic_oficial
@aliciabarcena
@pontifex
@omidyarnetwork
@gatesfoundation
@ngobox
@ecmcfoundation
@microsoft

Top Replied-To in G10:
@grantfmarshall
@harryirvine10
@prachisrivas
@stunningburger
@roosilli1
@bergdorrit
@mmcgearey

Top Mentioned
Top Mentioned in Entire Graph:
@gatesfoundation
@drhouse_cov2
@klarkarl1
@thisbuerge
@thomas_binder
@drpoetsch
@waltisiegrist
@aefaufklaerung
@p_ailean
@changeworld2

Top Mentioned in G1:
@gatesfoundation
@billgates
@who
@melindagates
@gavi
@viren_shah_
@bobby_network
@mohfw_india
@elonmusk
@bindudalmia

Top Mentioned in G2:
@drhouse_cov2
@klarkarl1
@thisbuerge
@thomas_binder
@drpoetsch
@waltisiegrist
@aefaufklaerung
@p_ailean
@changeworld2
@balingalexander

Top Mentioned in G3:
@googleexpertuk
@proftimnoakes
@gentlewomanboss
@judithcarmody1
@braincures
@truthsayerodet1
@suzanne_garrett
@thepeopleshubuk
@gatesfoundation
@janiceg

Top Mentioned in G4:
@usockrich
@noreward_norisk
@mrgoose59899263
@iwaxlyrical
@jonnyhodl
@guernseybrock

Top Mentioned in G5:
@gatesfoundation
@jhpiego
@who
@somesh_kumr
@swatim80
@usa
@ichc2021
@usaidgh
@omokhudu_i
@techchange

Top Mentioned in G6:
@cgiar
@cimmyt
@gatesfoundation
@gatesafrica
@cgiar_data
@ifpri
@tcddublin
@usaid
@csisaproject
@gates_cambridge

Top Mentioned in G7:
@busydrt
@nonvaccinato
@pixty3
@minervamcgrani1
@usockrich

Top Mentioned in G8:
@gatesfoundation
@pmigov
@usaidgh
@naturemedicine
@ifyaniebo
@allyeko
@fredros_inc
@lshtm
@results4dev
@ckyobutungi

Top Mentioned in G9:
@gatesfoundation
@bezosfoundation
@reidhoffman
@waltonfamilyfdn
@not_freddie
@pierrekaseen37
@luminafound
@benioff
@gallup
@fordfoundation

Top Mentioned in G10:
@prachisrivas
@gatesfoundation
@msf
@devisridhar
@who
@icrc
@kevinatsave
@roosilli1
@stunningburger
@harryirvine10

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@s9tmt
@tinamarie_80s
@gambiste1
@pparzival
@independent
@caligirlleftie
@realbentalks
@sudeepkhatri
@nilimajumder

Top Tweeters in G1:
@gambiste1
@independent
@httweets
@cnnnews18
@indiatoday
@ndtv
@indianexpress
@diapermakeovers
@johangreg
@69nicebot69

Top Tweeters in G2:
@pparzival
@makedni
@franco_dimuro
@bernd471
@tadei
@nasanasal
@ha_zett
@citizencaz
@dankaszeta
@ajenglish

Top Tweeters in G3:
@s9tmt
@caligirlleftie
@googleexpertuk
@joanisparkles
@nicochan33
@shicooks
@drumeshprabhu
@gvalan
@doctorow
@cbsnews

Top Tweeters in G4:
@puravapakash
@mcarsonaos
@shambles151
@evolvequickly
@evymoyenin
@usashopper
@kingsmeadmrt
@therealbiostate
@mairn_pap
@lhgmk2

Top Tweeters in G5:
@bexxmodd
@pcdnetwork
@kumar_ranjeet
@tirukuralkaram
@drtlaleng
@craigzelizer
@nighealthwatch
@helenclarknz
@fcdogovuk
@ngrsenate

Top Tweeters in G6:
@saludhealthinfo
@sustaintrends
@boxman_mk2
@biomickwatson
@agrobiodiverse
@terrence_str
@marianatrobosky
@pierre018
@edobong_akpabio
@bjpayyasamy

Top Tweeters in G7:
@porridgeisgood
@iscoseu
@putzie63
@nvania
@reneemccone
@cordeirorick
@arbara0728b
@addictedtau
@tikitique
@alohaevery1

Top Tweeters in G8:
@vanguardngrnews
@andytoronto
@premiumtimesng
@yinkanubi
@academicchatter
@macharoesink
@thecableng
@gbssupport
@kisumu_lastborn
@seunonigbinde

Top Tweeters in G9:
@musthavecrypto
@bet
@cancilleriave
@cbsthismorning
@craignewmark
@bnr
@jemelehill
@nicolasmaduro
@infonodal
@unam_mx

Top Tweeters in G10:
@uncleprober
@censelio
@golwgymor
@tarundsnaol
@ineeshadvs
@syawal
@miftyjackson
@webberc5webber
@bristolcomsense
@konrad_jeff


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