gatesfoundation, Twitter, 10/11/2021 3:51:36 AM, 264275


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gatesfoundation_2021-10-10_20-29-04.xlsx
gatesfoundation_2021-10-10_20-29-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 11, 2021
Short Description:
gatesfoundation via NodeXL https://bit.ly/3mIXsXo
@gatesfoundation
@timothywschwab
@billgates
@braincures
@melindagates
@bmgfindia
@do_kinder
@llewelynpritch
@drtedros
@who

Top hashtags:
#malaria
#covid19
#gatesfoundation
#sos4khyati
#tigraycantwait
#endtigraysiege

Description:
Description
The graph represents a network of 8,365 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, 11 October 2021 at 03:35 UTC.

The requested start date was Monday, 11 October 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 13-day, 21-hour, 54-minute period from Monday, 27 September 2021 at 00:11 UTC to Sunday, 10 October 2021 at 22:06 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 : 8365
Unique Edges : 12737
Edges With Duplicates : 16254
Total Edges : 28991
Number of Edge Types : 5
Replies to : 1647
Mentions : 11855
MentionsInRetweet : 11077
Retweet : 4156
Tweet : 256
Self-Loops : 352
Reciprocated Vertex Pair Ratio : 0.0160531414337116
Reciprocated Edge Ratio : 0.0315990193407791
Connected Components : 199
Single-Vertex Connected Components : 105
Maximum Vertices in a Connected Component : 7899
Maximum Edges in a Connected Component : 28375
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.328474
Graph Density : 0.000262345983397951
Modularity : 0.486984
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,365 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, 11 October 2021 at 03:35 UTC.

The requested start date was Monday, 11 October 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 13-day, 21-hour, 54-minute period from Monday, 27 September 2021 at 00:11 UTC to Sunday, 10 October 2021 at 22:06 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:
[19] https://www.ifpri.org/event/global-food-5050-report-inaugural-report-gender-diversity-and-power-global-food-system
[18] https://www.thenation.com/article/society/gates-foundation-colonialism/
[17] https://www.ft.com/content/1e6bd27d-d448-4b3a-8d50-fea3be97c93f
[15] https://twitter.com/gatesfoundation/status/1445823235342225413
[14] https://www.gofundme.com/f/ayudemos-al-dr-daniel-gomez?utm_campaign=p_cp+share-sheet&utm_medium=copy_link_all&utm_source=customer
[13] https://genpactharassment.blogspot.com
[13] https://www.gatesfoundation.org/goalkeepers/report/2021-report/
[10] https://www.linkedin.com/company/ifpri/
[9] https://www.gatesfoundation.org/about/committed-grants?q=tampere
[9] https://facebook.com/ifpri.org

Top URLs in Tweet in G1:
[5] https://usprogram.gatesfoundation.org/news-and-insights/articles/moment-of-opportunity-for-student-pathways-support
[4] https://musebycl.io/advertising/gates-foundation-uses-poetry-and-spoken-word-illustrate-gender-gap
[4] https://www.devex.com/news/gates-gives-record-922m-for-nutrition-urges-others-to-step-up-101661
[4] https://www.gatesfoundation.org/goalkeepers/report/2021-report/?utm_source=ENP&utm_medium=EM&utm_campaign=RPT_GK21
[3] https://inews.co.uk/news/afghanistan-lawyer-hiding-abused-women-crowdfunding-escape-go-fund-m-1238830
[3] https://www.thenation.com/article/society/gates-foundation-colonialism/
[3] https://www.gatesfoundation.org/goalkeepers/report/2021-report/
[2] https://www.telegraph.co.uk/global-health/science-and-disease/historic-moment-first-ever-malaria-vaccine-approved-use-across/
[2] https://www.gatesfoundation.org/How-We-Work/Quick-Links/Grants-Database/Grants/2010/09/OPP1009271
[2] https://twitter.com/factcheckdotorg/status/1367973721575747589

Top URLs in Tweet in G2:
[7] https://www.donorschoose.org/project/little-hands-big-imaginations/5677459/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=teacher_7078961&rf=twitter-dc-2021-09-project-teacher_7078961&challengeid=21551596&%24web_only=true&_branch_match_id=link-972304011914551586
[6] https://www.gatesfoundation.org/goalkeepers/report/2021-report/?utm_source=GFIN&utm_medium=GE&utm_campaign=RPT_GK21&utm_term=TW&utm_content=Banner
[5] https://freshedpodcast.com/beeharry/
[4] https://twitter.com/BMGFIndia/status/1443269288740093953
[4] https://dubai.xyz/
[4] https://www.gatesfoundation.org/goalkeepers/report/2021-report/
[4] https://www.youtube.com/watch?v=SYbVvbAnKn4&feature=youtu.be

[3] https://www.amazon.com/hz/wishlist/ls/MUEE4IGCAHQG?ref_=wl_share
[3] https://www.gatesfoundation.org/goalkeepers/report/2021-report/?utm_source=GFIN&utm_medium=GE&utm_campaign=RPT_GK21&utm_term=TW&utm_content=Video
[3] https://www.youtube.com/watch?v=98a7rR_21wk&feature=youtu.be


Top URLs in Tweet in G3:
[18] https://www.ifpri.org/event/global-food-5050-report-inaugural-report-gender-diversity-and-power-global-food-system
[9] https://www.linkedin.com/company/ifpri/
[9] https://facebook.com/ifpri.org
[7] https://www.cgiar.org/news-events/news/heat-shocks-linked-to-lower-maize-yields-and-reduced-child-height-evidence-from-tanzania
[6] http://bit.ly/globalfood5050reportFB
[6] https://youtube.com/ifpri
[6] https://twitter.com/IFPRI
[4] https://bgri.cornell.edu/bgri-2021-technical-workshop-poster-session/
[4] https://cornell.zoom.us/webinar/register/WN_cDkcrREVRpCjVzIS9E0aeQ
[3] https://event.wur.nl/cultivating-equality2021

Top URLs in Tweet in G4:
[3] https://www.youtube.com/watch?v=DSvhPnUgyz8&feature=youtu.be
[2] https://twitter.com/servantmosthigh/status/1443080003546017795?s=19
[2] https://twitter.com/richardursomd/status/1442711293216108547
[2] https://twitter.com/WHO/status/1445783298756595721
[2] https://www.who.int/news/item/06-10-2021-who-recommends-groundbreaking-malaria-vaccine-for-children-at-risk
[2] https://twitter.com/gatesfoundation/status/1445823235342225413
[1] https://www.gavi.org/vaccineswork/first-ever-malaria-vaccine-approved-qa-deepali-patel-policy-lead-malaria-vaccine
[1] https://unitaid.org/news-blog/statement-in-remembrance-of-girindre-beeharry/
[1] https://twitter.com/BMGFIndia/status/1443269288740093953
[1] https://www.thebureauinvestigates.com/stories/2021-10-08/how-covax-failed-on-its-promise-to-vaccinate-the-world

Top URLs in Tweet in G5:
[11] https://www.thenation.com/article/society/gates-foundation-colonialism/
[9] https://www.thenation.com/article/society/gates-foundation-colonialism/?utm_campaign=SproutSocial&utm_content=thenation&utm_medium=social&utm_source=twitter
[4] https://www.gatesfoundation.org/about/committed-grants/2018/12/opp1194767
[2] https://twitter.com/gatesfoundation/status/1445823235342225413
[2] https://www.gatesfoundation.org/about/committed-grants?q=le%20monde
[1] https://twitter.com/TrudoLemmens/status/1446101987280441350
[1] https://twitter.com/OhioWarRoom/status/1443025227106168833
[1] https://twitter.com/MariaRepnikova/status/1445759321514471430
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-02662-9%3Futm_source%3Dtwt_nat%26utm_medium%3Dsocial%26utm_campaign%3Dnature
[1] https://www.pbs.org/newshour/show/bill-gates-on-vaccine-equity-boosters-climate-his-foundation-and-epstein-meetings

Top URLs in Tweet in G6:
[9] https://www.cnn.com/videos/tv/2021/10/07/amanpour-mccaul-golodryga.cnn
[3] https://www.gatesfoundation.org/What-We-Do/Global-Health/Vaccine-Development-and-Surveillance
[2] https://twitter.com/hewettesfay/status/1445056008900935687
[2] https://en.wikipedia.org/wiki/Hunger_Plan
[2] https://journals.lww.com/americantherapeutics/fulltext/2021/10000/ivermectin_for_prevention_and_treatment_of.7.aspx
[2] https://twitter.com/micahflee/status/1442969576719847425?s=20
[1] https://globenewsnet-com.cdn.ampproject.org/c/s/globenewsnet.com/analysis/some-of-the-nobel-committees-previous-picks-have-been-called-into-question/?amp=1
[1] https://twitter.com/awolallo/status/1444619374913101826
[1] https://twitter.com/mebrihittesfay/status/1445255409393016835
[1] https://twitter.com/salamabay1/status/1445388172716920843

Top URLs in Tweet in G7:
[3] https://www.narendramodi.in/pm-thanks-bill-gates-for-kind-words-on-ayushman-bharat-digital-mission
[2] https://www.linkedin.com/slink?code=eNzx3-Um
[2] https://www.linkedin.com/slink?code=ekJVWRfs
[1] https://twitter.com/vijaygajera/status/1447177347124264964
[1] https://twitter.com/gatesfoundation/status/1445466110665510912
[1] https://twitter.com/i/lists/1441123152545779712?s=20
[1] https://twitter.com/LlewelynPritch/status/1442421618634989571?s=20
[1] https://www.youtube.com/watch?v=yU5eI61JFUk&feature=youtu.be

[1] https://www.linkedin.com/pulse/human-centric-holistic-educational-approach-justice-pritchard-ma-2e/?trackingId=jFzlzFp%2BRQSqG3cLCvFnzg%3D%3D
[1] https://docs.google.com/document/d/e/2PACX-1vQJwXskBTrR476-hn22WMOmSXFUusi6NhA0i7jSo1EKrJlS-BZOXHBBJYzyzG1FvaC2zuy4VdKmsc9L/pub

Top URLs in Tweet in G8:
[8] https://www.youtube.com/watch?v=T7JOgo_L3hQ&feature=youtu.be

[4] https://us06web.zoom.us/meeting/register/tZcodeyupj8oG92_DU81sLBsfPAbOApHX30d
[4] https://www.ctiexchange.org/post/join-a-conversation-with-contraceptive-r-d-leaders-on-october-7
[2] https://unicef.zoom.us/webinar/register/WN_1gC2dtk3SYuGORAz1lqCQQ
[2] https://p2rf.org/register
[2] https://twitter.com/gatesfoundation/status/1445112755376304139
[1] https://open.spotify.com/show/6SWOSS2OFxk8hDtxZvcSxZ
[1] https://twitter.com/GPChildMarriage/status/1442951032535805952
[1] https://twitter.com/together4girls/status/1446560925012697090
[1] https://www.youtube.com/watch?v=sFESHYct7AU


Top URLs in Tweet in G9:
[11] https://genpactharassment.blogspot.com
[3] https://www.youtube.com/watch?v=O04CuqStRvM&t=68s

[2] https://www.heretohere.org/resource/here-to-here-awards-600000-in-grants-to-institutions-exemplifying-the-key-distinguishers/?utm_source=twitter&utm_medium=social&utm_campaign=cuny
[1] http://248553.247739.eu2.cleverreach.com/m/13052415/
[1] https://twitter.com/MikkelsenBente_/status/1440701252229210113
[1] https://www.equitablefutures.org/centering-youth-voices-student-ambassador-fellowship-case-study/
[1] https://medium.com/the-promise/the-power-of-transformative-youth-organizing-a-conversation-with-taryn-ishida-e1617d4a0a60
[1] https://www.youtube.com/watch?v=gfeiX1l73UE&feature=youtu.be

[1] http://www.jff.org/what-we-do/impact-stories/building-equitable-pathways/jff-leads-national-coalition-improve-equity-pathways/?utm_campaign=Building%20Equitable%20Pathways&utm_content=179957918&utm_medium=social&utm_source=twitter&hss_channel=tw-32525034
[1] https://www.jff.org/what-we-do/impact-stories/building-equitable-pathways/jff-leads-national-coalition-improve-equity-pathways/?utm_campaign=Building%20Equitable%20Pathways&utm_content=181237288&utm_medium=social&utm_source=twitter&hss_channel=tw-32525034

Top URLs in Tweet in G10:
[17] https://www.ft.com/content/1e6bd27d-d448-4b3a-8d50-fea3be97c93f
[2] https://www.gatesfoundation.org/about/committed-grants/2020/09/inv002001
[2] https://www.news-medical.net/news/20210928/Greater-viral-load-of-SARS-CoV-2-variants-of-concern-increases-transmission-potential.aspx
[2] https://pages.devex.com/unga76-gff.html
[1] https://www.ft.com/content/7caf45b1-a5ef-4156-8332-e8794049d56d
[1] https://investingineducation.live.ft.com/home
[1] https://www.gatesfoundation.org/goalkeepers/report/2021-report/
[1] https://twitter.com/ft_content/status/1437791378226958347
[1] https://twitter.com/ft_content/status/1437791654388408330
[1] https://twitter.com/ft_content/status/1437790752013266945

Top Domains
Top Domains in Tweet in Entire Graph:
[356] twitter.com
[302] gatesfoundation.org
[85] youtube.com
[32] zoom.us
[28] gofundme.com
[27] thenation.com
[26] donorschoose.org
[22] linkedin.com
[21] ifpri.org
[19] ft.com

Top Domains in Tweet in G1:
[49] twitter.com
[38] gatesfoundation.org
[10] youtube.com
[5] co.uk
[4] gofundme.com
[4] musebycl.io
[4] devex.com
[3] thenation.com
[3] threadreaderapp.com
[3] philanthropy.com

Top Domains in Tweet in G2:
[47] twitter.com
[45] gatesfoundation.org
[22] donorschoose.org
[17] youtube.com
[5] freshedpodcast.com
[4] dubai.xyz
[3] amazon.com
[2] givingway.com
[2] classroomgiving.org
[2] blogspot.com

Top Domains in Tweet in G3:
[20] ifpri.org
[14] twitter.com
[13] linkedin.com
[9] cgiar.org
[9] facebook.com
[7] youtube.com
[6] bit.ly
[5] theguardian.com
[5] cornell.edu
[4] wur.nl

Top Domains in Tweet in G4:
[39] twitter.com
[4] youtube.com
[3] gatesfoundation.org
[3] archive.is
[2] covax.se
[2] who.int
[2] news-medical.net
[1] gavi.org
[1] unitaid.org
[1] thebureauinvestigates.com

Top Domains in Tweet in G5:
[20] thenation.com
[10] twitter.com
[6] gatesfoundation.org
[1] nature.com
[1] pbs.org
[1] cjr.org
[1] ailoq.com
[1] medium.com
[1] youtu.be
[1] instagram.com

Top Domains in Tweet in G6:
[27] twitter.com
[11] gatesfoundation.org
[9] cnn.com
[3] youtube.com
[2] ampproject.org
[2] wikipedia.org
[2] lww.com
[1] economist.com
[1] lifesitenews.com
[1] doctorsandscientistsdeclaration.org

Top Domains in Tweet in G7:
[7] twitter.com
[5] linkedin.com
[4] youtube.com
[3] narendramodi.in
[1] google.com
[1] stopecocide.earth
[1] impactguru.com
[1] werefusetolose.org
[1] gatesfoundation.org

Top Domains in Tweet in G8:
[12] twitter.com
[11] youtube.com
[7] zoom.us
[6] ctiexchange.org
[2] p2rf.org
[1] spotify.com
[1] a360learninghub.org
[1] mcusercontent.com
[1] adobe.com
[1] thetconference.org

Top Domains in Tweet in G9:
[11] blogspot.com
[4] youtube.com
[2] heretohere.org
[2] jff.org
[1] cleverreach.com
[1] twitter.com
[1] equitablefutures.org
[1] medium.com
[1] tutormentorconnection.org

Top Domains in Tweet in G10:
[19] ft.com
[6] twitter.com
[3] gatesfoundation.org
[3] news-medical.net
[2] devex.com
[2] co.za
[1] youtube.com
[1] unifluvac.org
[1] tatsatchronicle.com
[1] thediplomaticinsight.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[190] malaria
[107] covid19
[95] gatesfoundation
[78] sos4khyati
[68] tigraycantwait
[67] endtigraysiege
[58] vaccines
[56] goalkeepers2030
[51] healthyreturns
[48] genderfund



Top Hashtags in Tweet in G1:
[51] healthyreturns
[20] goalkeepers2030
[11] malaria
[6] covid19
[6] goalkeepers
[5] billgates
[5] narrativechange
[4] philanthropy
[4] nutrition
[4] sweetgains

Top Hashtags in Tweet in G2:
[41] genderfund
[28] goalkeepers2030
[24] covid
[24] longhaulers
[13] covid19
[10] selfhelpgroups
[9] worldalzheimersday
[7] globalgoals
[7] sdgs
[6] nutrition

Top Hashtags in Tweet in G3:
[25] cultivatingequality21
[21] africa
[17] foodsystems
[17] globalfood5050
[9] onecgiar
[9] happeningnow
[9] ifprilive
[9] bgri2021
[9] d4ag
[6] sdgs

Top Hashtags in Tweet in G4:
[113] malaria
[60] covid19
[47] vaccines
[35] malria
[25] ethiopia
[24] tigrayfamine
[23] tigraygenocide
[9] ecofascism
[8] immunization
[7] gatesfoundation

Top Hashtags in Tweet in G5:
[6] gatesfoundation
[2] jeffreyepstein
[2] africa
[1] thegoodbillionaire
[1] covid19
[1] vaccines
[1] decolonizeaid
[1] twitter
[1] agenda

Top Hashtags in Tweet in G6:
[66] tigraycantwait
[66] endtigraysiege
[4] cdnpoli
[4] nspoli
[4] ontpoli
[3] ethiopia
[3] bcpoli
[3] abpoli
[3] nbpoli
[3] peipoli

Top Hashtags in Tweet in G7:
[2] weareone
[1] theiceismelting
[1] truthbeforereconciliationday
[1] stopecocide
[1] leadersstopunderminingonegloballawtoprotectearth
[1] globalcitizens
[1] globalcooperation
[1] helpthosemostinneedfirst
[1] donoharm
[1] world

Top Hashtags in Tweet in G8:
[25] dayofthegirl
[16] endchildmarriage
[15] genderequality
[12] fp
[12] sponsors
[12] exhibitors
[8] childmarriage
[7] contraceptive
[7] familyplanning
[4] ignitelearning

Top Hashtags in Tweet in G9:
[11] genpact
[11] harassment
[11] suicides
[11] india
[11] microsoft
[11] windows
[10] digitaltransformation
[6] cloud
[6] jobsearch
[6] coding

Top Hashtags in Tweet in G10:
[11] reclaimthegains
[7] challengefund
[6] health
[5] hunger
[5] worldhunger
[5] poverty
[5] tatsatchronicle
[4] globalcitizenlive
[4] wefpuppets
[4] ukaid

Top Words
Top Words in Tweet in Entire Graph:
[4224] gatesfoundation
[775] billgates
[651] global
[563] more
[543] help
[455] melindagates
[341] timothywschwab
[331] poor
[316] strategieduchoc
[311] 10

Top Words in Tweet in G1:
[1422] gatesfoundation
[316] strategieduchoc
[307] par
[263] secgov
[261] 10
[256] selon
[256] archives
[256] minimum
[256] investissement
[255] initial

Top Words in Tweet in G2:
[721] gatesfoundation
[567] billgates
[334] melindagates
[239] bmgfindia
[203] help
[166] girin
[148] pandemic
[126] covid
[125] work
[122] women

Top Words in Tweet in G3:
[221] gatesfoundation
[60] co
[47] more
[46] usaid
[41] stacymalkan
[41] billgates
[38] help
[37] ifpri
[36] conference
[36] melindagates

Top Words in Tweet in G4:
[397] gatesfoundation
[297] drtedros
[232] gavi
[211] mohgovgh
[211] moh_kenya
[211] health_malawi
[201] globalfund
[195] unitaid
[189] pathtweets
[113] #malaria

Top Words in Tweet in G5:
[557] gatesfoundation
[325] timothywschwab
[302] global
[297] poor
[228] charitable
[221] thenation
[164] over
[158] past
[158] two
[158] decades

Top Words in Tweet in G6:
[124] potus
[122] flotus
[119] vp
[115] antonioguterres
[114] usambun
[113] michelleobama
[105] gatesfoundation
[85] kahsayhamelmal
[69] abc
[67] secblinken

Top Words in Tweet in G7:
[74] gatesfoundation
[24] gretathunberg
[23] fridays4future
[21] georgemonbiot
[20] giuseppeconteit
[20] institutegc
[19] extinctionr
[19] federicamog
[19] fmwales
[18] intlcrimcourt

Top Words in Tweet in G8:
[72] gatesfoundation
[58] join
[48] oct
[48] fhi360
[46] ljdorflinger
[41] ctiexchange
[38] conversation
[34] girlsnotbrides
[31] progress
[31] mark

Top Words in Tweet in G9:
[34] gatesfoundation
[12] billgates
[12] satyanadella
[12] microsoftindia
[11] #genpact
[11] #harassment
[11] #suicides
[11] #india
[11] #microsoft
[11] #windows

Top Words in Tweet in G10:
[59] gatesfoundation
[23] combatntds
[21] cuts
[17] ciffchild
[17] efforts
[17] diseases
[16] budget
[16] hinder
[16] eliminate
[16] neglected

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[263] secgov,gatesfoundation
[259] global,poor
[256] selon,archives
[256] archives,secgov
[255] minimum,par
[255] par,10
[255] 10,investissement
[255] investissement,initial
[254] strategieduchoc,selon
[250] gatesfoundation,multiplié

Top Word Pairs in Tweet in G1:
[263] secgov,gatesfoundation
[256] selon,archives
[256] archives,secgov
[255] minimum,par
[255] par,10
[255] 10,investissement
[255] investissement,initial
[254] strategieduchoc,selon
[250] gatesfoundation,multiplié
[249] multiplié,minimum

Top Word Pairs in Tweet in G2:
[152] billgates,gatesfoundation
[119] covid,19
[105] girin,beeharry
[102] gatesfoundation,melindagates
[87] beeharry,extraordinary
[87] extraordinary,leader
[87] leader,good
[87] good,friend
[87] saddened,death
[87] death,inspired

Top Word Pairs in Tweet in G3:
[25] #cultivatingequality21,conference
[22] press,release
[19] west,made
[19] made,very
[19] very,little
[19] little,investment
[19] investment,agroecology
[19] agroecology,#africa
[19] #africa,goal
[19] goal,take

Top Word Pairs in Tweet in G4:
[211] mohgovgh,moh_kenya
[211] moh_kenya,health_malawi
[210] drtedros,mohgovgh
[187] gavi,globalfund
[182] globalfund,unitaid
[179] gatesfoundation,gavi
[178] pathtweets,gatesfoundation
[172] health_malawi,pathtweets
[93] unitaid,#malaria
[73] unitaid,still

Top Word Pairs in Tweet in G5:
[251] global,poor
[158] over,past
[158] past,two
[158] two,decades
[144] removed,paywall
[144] paywall,gatesfoundation
[144] gatesfoundation,website
[144] website,inundated
[144] inundated,images
[144] images,global

Top Word Pairs in Tweet in G6:
[113] antonioguterres,potus
[113] potus,usambun
[113] flotus,vp
[110] usambun,michelleobama
[110] michelleobama,flotus
[66] #tigraycantwait,#endtigraysiege
[65] vp,secblinken
[65] secblinken,abc
[65] abc,cnni
[58] #endtigraysiege,antonioguterres

Top Word Pairs in Tweet in G7:
[21] fridays4future,gatesfoundation
[21] gatesfoundation,georgemonbiot
[20] georgemonbiot,gretathunberg
[20] gretathunberg,giuseppeconteit
[19] federicamog,fmwales
[19] fmwales,fridays4future
[19] giuseppeconteit,institutegc
[18] institutegc,intlcrimcourt
[18] intlcrimcourt,jacindaardern
[17] europarlpress,extinctionr

Top Word Pairs in Tweet in G8:
[30] mark,barone
[26] oct,12
[24] livestream,conversation
[18] ljdorflinger,fhi360
[15] progress,#endchildmarriage
[15] #endchildmarriage,critical
[15] critical,progress
[15] progress,#genderequality
[15] #genderequality,join
[15] join,oct

Top Word Pairs in Tweet in G9:
[12] gatesfoundation,satyanadella
[11] #genpact,#harassment
[11] #harassment,#suicides
[11] #suicides,#india
[11] #india,#microsoft
[11] billgates,gatesfoundation
[11] ahmed_mazhari,piyushmehta322
[10] #digitaltransformation,ahmed_mazhari
[9] satyanadella,linkedin
[7] jeffweiner,ryros

Top Word Pairs in Tweet in G10:
[16] budget,cuts
[16] cuts,hinder
[16] hinder,efforts
[16] efforts,eliminate
[16] eliminate,neglected
[16] neglected,tropical
[16] tropical,diseases
[16] diseases,combatntds
[16] combatntds,elimin8schisto
[15] ajack,budget

Top Replied-To
Top Replied-To in Entire Graph:
@gatesfoundation
@melindagates
@bmgfindia
@thenation
@billgates
@lia_tadesse
@elons_world
@sanjayjavin
@joanieoc
@tanejamainhoon

Top Replied-To in G1:
@gatesfoundation
@bmgfindia
@strategieduchoc
@m_abdelsallam
@melindagates
@magnusbloc
@denvern3
@eddie_brady_87
@1baycityrollers
@trevormundel

Top Replied-To in G2:
@gatesfoundation
@melindagates
@bmgfindia
@elons_world
@sanjayjavin
@billgates
@tanejamainhoon
@msuzman
@chrisjelias
@anitazaidi

Top Replied-To in G3:
@pphib_org
@melindagates
@stacymalkan
@do_kinder
@gatesfoundation
@bankimoonunsg
@agraalliance
@un
@braincures
@thepeopleshubuk

Top Replied-To in G4:
@gatesfoundation
@drtedros
@laurie_garrett
@who
@travelingzm
@gavi
@bobby_network
@peterhotez
@carettifabio
@adarpoonawalla

Top Replied-To in G5:
@thenation
@timothywschwab
@jimdiljes
@anshsharma
@toiindianews
@gatesfoundation
@mellziland
@stacymalkan
@dadakim
@harrystoltz1

Top Replied-To in G6:
@joanieoc
@mcdougclemson
@sean1954
@esa
@theologianinc
@cjwerleman
@cbc
@kahsayhamelmal
@hillaryclinton
@worldconnectus

Top Replied-To in G7:
@cclimateaction
@budgitng
@gatesfoundation
@europarlpress
@money_rebellion
@wajdibek
@drgodseravi1
@mansukhmandviya
@gidimten
@llewelynpritch

Top Replied-To in G8:
@dalbergtweet
@gatesfoundation
@oddeconomics
@peterngure
@nachtzuster2
@fhi360research
@fhi360
@mnd_support

Top Replied-To in G9:
@wsj
@mckinsey
@linkedinindia
@nasscom
@alisas_nh
@wiprocareers
@qualcomm_in
@forbes
@indiacovidsos
@tainitiative

Top Replied-To in G10:
@peterhotez
@who
@unibocconi
@artsenc
@hanszandvliet79
@beakerh
@mrtbollen
@gatesfoundation
@flaviabustreo
@armitageunfpa

Top Mentioned
Top Mentioned in Entire Graph:
@gatesfoundation
@billgates
@who
@melindagates
@timothywschwab
@strategieduchoc
@drtedros
@gavi
@secgov
@bmgfindia

Top Mentioned in G1:
@gatesfoundation
@strategieduchoc
@secgov
@pfizer
@phumlambongcuka
@1baycityrollers
@scottgottliebmd
@us_fda
@zayedaward
@m_abdelsallam

Top Mentioned in G2:
@gatesfoundation
@billgates
@melindagates
@bmgfindia
@sanjayjavin
@anitazaidi
@gate
@elonmusk
@bezosfoundation
@g

Top Mentioned in G3:
@gatesfoundation
@un
@usaid
@billgates
@stacymalkan
@ifpri
@timothyawise
@melindagates
@googleexpertuk
@who

Top Mentioned in G4:
@gatesfoundation
@who
@drtedros
@gavi
@mohgovgh
@moh_kenya
@health_malawi
@globalfund
@unitaid
@pathtweets

Top Mentioned in G5:
@timothywschwab
@gatesfoundation
@thenation
@anastasiakeeley
@dcmccoy11
@msf
@nature
@wellcometrust
@angryyoungman55
@stacymalkan

Top Mentioned in G6:
@potus
@flotus
@vp
@antonioguterres
@usambun
@michelleobama
@gatesfoundation
@kahsayhamelmal
@abc
@cnni

Top Mentioned in G7:
@gatesfoundation
@gretathunberg
@fridays4future
@georgemonbiot
@giuseppeconteit
@institutegc
@extinctionr
@fmwales
@federicamog
@intlcrimcourt

Top Mentioned in G8:
@gatesfoundation
@fhi360
@ljdorflinger
@ctiexchange
@girlsnotbrides
@pop_council
@gpchildmarriage
@petriderpaul
@unicefdata
@unchainedatlast

Top Mentioned in G9:
@gatesfoundation
@billgates
@satyanadella
@microsoftindia
@ahmed_mazhari
@piyushmehta322
@linkedin
@heretoherebx
@bloombergdotorg
@jeffweiner

Top Mentioned in G10:
@gatesfoundation
@combatntds
@who
@ciffchild
@elimin8schisto
@ajack
@ci
@worldbank
@thegff
@lshtm

Top Tweeters
Top Tweeters in Entire Graph:
@xboxsupport
@jornalistavitor
@threadreaderapp
@danielpilotte1
@getvideobot
@gambiste1
@pparzival
@united
@independent
@_redfrog

Top Tweeters in G1:
@threadreaderapp
@danielpilotte1
@getvideobot
@wadakashiho
@sherbah46958042
@pickooo
@hnnahh333
@radiolondres6
@das_sharu
@bluesea1964

Top Tweeters in G2:
@xboxsupport
@jornalistavitor
@jjj5819
@rosstell
@adelleo
@tmobile
@seriousspidey
@hearthacker41
@sharu_das
@asktarget

Top Tweeters in G3:
@thehill
@guardian
@googleexpertuk
@etnowlive
@nicochan33
@marshacollier
@drumeshprabhu
@doctorow
@ewestaway
@ajenglish

Top Tweeters in G4:
@madfall1213
@fusasippona
@rosenchild
@viralvideovlogs
@ndtv
@aurora_umezawa
@ani
@africaupdates
@dementedbonxie
@cnn

Top Tweeters in G5:
@_redfrog
@reneevoicebrand
@jmhamiltonblog
@senseof_outrage
@corruptnsw
@noybsk2017
@net2ayurveda
@debr3322
@lau68951920
@suzanneinlgb

Top Tweeters in G6:
@independent
@inquirerdotnet
@dailymirror
@reuters
@gmanews
@thesun
@huffpost
@globeandmail
@uncjay1
@bbcnews

Top Tweeters in G7:
@syssecserv
@timesnow
@dinamalarweb
@pizzahut
@doubleeph
@saleemulhuq
@australian
@motherjones
@bjp4india
@dominos_india

Top Tweeters in G8:
@telegraph
@samkebusiness
@williesband
@ieakwame
@esoriram1
@drchrisugwu
@ellyannecgithae
@gwarzo_jnr
@linda1892
@nyorude

Top Tweeters in G9:
@forbes
@jakki2004
@girlsreallyrule
@owntv
@reuters_health
@tutormentorteam
@knightfdn
@sce
@cofheq
@reutersafrica

Top Tweeters in G10:
@ft
@drbhiyi
@newsmedical
@carolinerichmnd
@devex
@worldbank
@jeremyfarrar
@kidugt
@ft4s
@nick_theobald