gatesfoundation, Twitter, 10/25/2021 4:00:44 AM, 264679


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gatesfoundation_2021-10-24_20-29-04.xlsx
gatesfoundation_2021-10-24_20-29-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 25, 2021
Short Description:
gatesfoundation via NodeXL https://bit.ly/3EcbvMd
@gatesfoundation
@billgates
@timothywschwab
@do_kinder
@braincures
@llewelynpritch
@borisjohnson
@bettyslove
@tejas_tvora
@idsainfo

Top hashtags:
#noflyzoneintigray
#gatesfoundation
#covid19
#endpolio
#worldpolioday

Description:
Description
The graph represents a network of 7,699 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, 25 October 2021 at 03:36 UTC.

The requested start date was Monday, 25 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 10-day, 4-hour, 48-minute period from Thursday, 14 October 2021 at 17:21 UTC to Sunday, 24 October 2021 at 22:10 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 : 7699
Unique Edges : 11747
Edges With Duplicates : 19691
Total Edges : 31438
Number of Edge Types : 5
Replies to : 1734
Mentions : 14333
MentionsInRetweet : 10816
Retweet : 4254
Tweet : 301
Self-Loops : 408
Reciprocated Vertex Pair Ratio : 0.0147407939049302
Reciprocated Edge Ratio : 0.0290533188248096
Connected Components : 250
Single-Vertex Connected Components : 163
Maximum Vertices in a Connected Component : 7128
Maximum Edges in a Connected Component : 30663
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.098302
Graph Density : 0.00031012250311312
Modularity : 0.421776
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,699 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, 25 October 2021 at 03:36 UTC.

The requested start date was Monday, 25 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 10-day, 4-hour, 48-minute period from Thursday, 14 October 2021 at 17:21 UTC to Sunday, 24 October 2021 at 22:10 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:
[385] https://www.msn.com/en-us/news/world/tigray-conflict-mekelle-struck-residents-flee-amhara-as-ethiopia-battle-intensifies/ar-AAPPZnA
[29] https://twitter.com/gatesfoundation/status/1439950706794893312
[22] https://twitter.com/gatesfoundation/status/1445466110665510912
[20] https://www.gatesfoundation.org/ideas/media-center/press-releases/2021/10/gates-foundation-commits-120-million-for-molnupiravir-covid-19-drug-access
[18] https://twitter.com/gatesfoundation/status/1443948074196426758
[16] https://twitter.com/gatesfoundation/status/1445463776308854785
[14] https://twitter.com/gatesfoundation/status/1450673899620892672
[13] https://twitter.com/MadAboutNft?s=09
[12] https://twitter.com/gatesfoundation/status/1450224433566732294
[11] https://twitter.com/gatesfoundation/status/1445462426875424774

Top URLs in Tweet in G1:
[375] https://www.msn.com/en-us/news/world/tigray-conflict-mekelle-struck-residents-flee-amhara-as-ethiopia-battle-intensifies/ar-AAPPZnA
[2] https://twitter.com/gatesfoundation/status/1450673899620892672
[2] https://www.gatesfoundation.org/about/committed-grants/2019/11/inv003491
[1] https://www.gatesfoundation.org/goalkeepers/report/2021-report/?utm_source=BG&utm_medium=TW&utm_campaign=GK21&utm_content=variants#TheVaccineDevelopment
[1] https://www.gatesfoundation.org/goalkeepers/report/2021-report/?utm_source=BG&utm_medium=TW&utm_campaign=GK21&utm_content=malaria#WhatTheDataShows
[1] https://www.gatesfoundation.org/goalkeepers/report/2021-report/?utm_source=BG&utm_medium=TW&utm_campaign=GK21&utm_content=VaccineInequity#LongTermInvestmentsPayOff
[1] https://www.gatesfoundation.org/goalkeepers/report/2021-report/?utm_source=BG&utm_medium=TW&utm_campaign=GK21&utm_content=diagnostics
[1] https://twitter.com/gatesfoundation/status/1443313000740319236
[1] https://www.gatesfoundation.org/goalkeepers/report/2021-report/?utm_source=BG&utm_medium=TW&utm_campaign=GK21&utm_content=inequities
[1] https://www.gatesfoundation.org/TheOptimist/2019-year-in-review/global-health-financing/?utm_source=BG&utm_medium=TW&linkId=79341254

Top URLs in Tweet in G2:
[7] https://www.msn.com/en-us/news/world/tigray-conflict-mekelle-struck-residents-flee-amhara-as-ethiopia-battle-intensifies/ar-AAPPZnA
[6] https://www.gatesfoundation.org/ideas/media-center/press-releases/2021/10/gates-foundation-commits-120-million-for-molnupiravir-covid-19-drug-access
[5] https://tabweeeb.com/%D8%A7%D9%86%D8%B6%D9%85%D8%A7%D9%85-%D8%AB%D9%86%D8%A7%D8%A6%D9%89-%D8%A7%D9%84%D8%A3%D9%87%D9%84%D9%89-%D8%A7%D9%84%D9%89-%D8%A7%D9%84%D8%B2%D9%85%D8%A7%D9%84%D9%83-%D8%A3%D8%B3%D8%A8%D8%A7%D8%A8-%D8%B9%D8%AF%D9%8A%D8%AF%D8%A9-%D8%AA%D9%85%D9%86%D8%B9-%D8%AD%D8%AF%D9%88%D8%AB-%D8%B0%D9%84%D9%83-6664
[4] https://africanmediaagency.com/bill-melinda-gates-foundation-commits-up-to-120-million-to-accelerate-access-to-covid-19-drug-for-lower-income-countries-calls-on-other-donors-to-mobilize-resources/
[3] https://twitter.com/gatesfoundation/status/1450673899620892672
[3] https://usprogram.gatesfoundation.org/news-and-insights/articles/moment-of-opportunity-for-student-pathways-support
[3] https://twitter.com/moveribfan/status/1451096292143210498
[3] https://twitter.com/tvmohandaspai/status/1449779956008030211
[3] https://www.gatesfoundation.org/ideas/articles/international-womens-day-covid
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5345479/

Top URLs in Tweet in G3:
[6] https://www.saveoakflatws.com
[4] https://gf.me/u/z772bs
[3] https://biologicaldiversity.org/w/news/press-releases/congress-must-pass-save-oak-flat-act-to-protect-sacred-land-in-arizona-from-massive-copper-mine-2021-07-08/
[3] https://www.msn.com/en-us/news/world/tigray-conflict-mekelle-struck-residents-flee-amhara-as-ethiopia-battle-intensifies/ar-AAPPZnA
[3] https://www.donorschoose.org/project/breaking-out-of-the-traditional-classroo/5853297/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=teacher_3089922&rf=twitter-dc-2021-10-project-teacher_3089922&challengeid=20636941&%24web_only=true&_branch_match_id=link-976658200967606921
[2] https://www.gatesfoundation.org/How-We-Work/Quick-Links/Grants-Database/Grants/2010/09/OPP1009271
[2] https://www.gatesfoundation.org/ideas/media-center/press-releases/2010/11/world-bank-and-the-foundation-team-up-to-improve-financial-data-collection
[2] https://us06web.zoom.us/webinar/register/WN_v52-ozAfRBGI-UajRYxqfQ?utm_source=Invite&utm_medium=Invite&utm_campaign=tl-2021
[2] https://twitter.com/QANews1/status/1450650704151040003
[2] https://www.gatesfoundation.org/What-We-Do/Global-Health/Vaccine-Development-and-Surveillance

Top URLs in Tweet in G4:
[7] https://go.usa.gov:443/xMH9a
[6] https://www.endpolio.org/
[4] https://insurance.bio/
[3] https://www.gatesfoundation.org/goalkeepers/report/2021-report/?download=false&downloadYear=2021#WhatTheDataShows
[2] https://twitter.com/unicefgambia/status/1452298834160361488
[2] https://www.endpolio.org/resource-center#see-more
[2] https://twitter.com/gatesfoundation/status/1450673899620892672
[2] https://www.endpolio.org/?gclid=CjwKCAjw5c6LBhBdEiwAP9ejG4wbRzuvbRWz0VlMpDXt_Pb_gaaOoKDBGDIDunHFu0jOPRh6BqARDBoCIKIQAvD_BwE
[2] https://twitter.com/DiscoverGates/status/1448688708547346436
[2] https://www.gatesfoundation.org/Ideas/Media-Center/Press-Releases/2010/12/Global-Health-Leaders-Launch-Decade-of-Vaccines-Collaboration

Top URLs in Tweet in G5:
[4] https://www.gatesfoundation.org/ideas/media-center/press-releases/2021/10/gates-foundation-commits-120-million-for-molnupiravir-covid-19-drug-access
[4] https://www.wsj.com/articles/microsoft-executives-told-bill-gates-to-stop-emailing-a-female-staffer-years-ago-11634559950?mod=e2tw
[2] https://twitter.com/gatesfoundation/status/1450673899620892672
[2] https://www.gatesfoundation.org/ideas/articles/equitable-economic-recovery-from-covid-19?utm_source=MS&utm_medium=TW&sf152936572=1
[2] https://www.gzeromedia.com/townhall
[2] https://www.bmj.com/content/372/bmj.n556.short
[2] https://twitter.com/gatesfoundation/status/1445463776308854785
[2] https://www.thenation.com/article/society/gates-foundation-colonialism/?utm_campaign=SproutSocial&utm_content=thenation&utm_medium=social&utm_source=twitter
[2] https://www.thenation.com/article/society/gates-foundation-colonialism/
[2] https://authorpediapodcast.buzzsprout.com/1645603/9127365

Top URLs in Tweet in G6:
[2] https://twitter.com/OpenSociety/status/1448740381126967299
[1] https://twitter.com/adrifadi/status/471150701372911616
[1] https://twitter.com/Zwandid/status/1451274460053520387
[1] https://twitter.com/gatesfoundation/status/1445463776308854785
[1] https://twitter.com/eGovFoundation/status/1451097189199974403
[1] https://twitter.com/gatesfoundation/status/1445467426196373513
[1] https://worldbankgroup.csod.com/ats/careersite/JobDetails.aspx?id=13431&site=1
[1] https://www.sightsavers.org/from-the-field/2021/09/five-stories-from-benin/?utm_source=twitter&utm_medium=referral&utm_content=beninsurgeries&utm_campaign=ntds
[1] https://twitter.com/lilaabed/status/1449110406945980426

Top URLs in Tweet in G7:
[3] https://hdl.handle.net/10568/110556
[2] https://t.co/L53T2J1xSb?amp=1
[2] https://twitter.com/gatesfoundation/status/1445466110665510912
[2] https://us06web.zoom.us/webinar/register/WN_HIxbAlL3T2-smPcqu8J7nQ
[2] https://www.cgiar.org/news-events/event/cgiar-2021-norman-e-borlaug-international-dialogue/
[2] https://www.cabi.org/news-article/cabi-to-help-overcome-constraints-to-fair-and-responsible-data-use/
[1] https://voxdev.org/topic/health-education/tackling-challenges-global-development?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[1] https://www.seattletimes.com/nation-world/gates-foundation-pledges-922-million-to-address-global-malnutrition-and-hunger/
[1] https://www.gatesfoundation.org/ideas/articles/equitable-economic-recovery-from-covid-19/?utm_source=RV&utm_medium=TW&sf153028821=1
[1] https://tiny.cc/apba2021_programme

Top URLs in Tweet in G8:
[3] https://twitter.com/TimothyWSchwab/status/1448321233326592007
[1] https://twitter.com/Laurie_Garrett/status/1446501812283101186
[1] https://www.statnews.com/2021/10/08/how-covax-failed-on-its-promise-to-vaccinate-the-world/
[1] https://twitter.com/EmilyGlazer/status/1450076584774455297
[1] https://www.thenation.com/article/society/gates-foundation-colonialism/
[1] https://twitter.com/TimothyWSchwab/status/1448321256424677381
[1] https://www.telegraphindia.com/opinion/food-for-thought-deficiencies/cid/1835254
[1] https://sif.gatesfoundation.org/investments/abbott-laboratories/
[1] https://www.gatesfoundation.org/about/committed-grants?q=tampere%20university
[1] https://clinicaltrials.gov/ct2/show/NCT04816643#contacts

Top URLs in Tweet in G9:
[22] https://twitter.com/gatesfoundation/status/1439950706794893312
[15] https://twitter.com/gatesfoundation/status/1443948074196426758
[15] https://twitter.com/gatesfoundation/status/1445466110665510912
[13] https://twitter.com/MadAboutNft?s=09
[11] https://twitter.com/gatesfoundation/status/1445463776308854785
[10] https://twitter.com/gatesfoundation/status/1450224433566732294
[8] https://twitter.com/gatesfoundation/status/1445462426875424774
[6] https://twitter.com/gatesfoundation/status/1443947451241705478
[6] https://www.gatesfoundation.org/ideas/media-center/press-releases/2021/10/gates-foundation-commits-120-million-for-molnupiravir-covid-19-drug-access
[4] https://twitter.com/gatesfoundation/status/1450673899620892672

Top URLs in Tweet in G10:
[2] https://www.asiasummitglobalhealth.com/en/s/registration?utm_medium=social&utm_source=twitter&utm_campaign=ytearly-wk06b
[1] https://www.ucdavis.edu/food/news/new-evidence-intervention-prevent-child-malnutrition-and-promote-healthy-development
[1] https://www.ifpri.org/blog/transform-nutrition-west-africa-time-build-momentum
[1] https://www.ifpri.org/blog/heat-shocks-linked-lower-maize-yields-and-reduced-child-height-evidence-tanzania
[1] https://www.asianstudies.org/publications/eaa/archives/akhtar-hameed-khan-a-legendary-social-scientist/
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FAHK.LegendarySocialScientist
[1] https://twitter.com/unitynewsnet/status/1451295338975924229
[1] https://twitter.com/Sutherland_TB/status/1440979297955614720
[1] https://acton.sightlife.org/acton/media/43595/globaleyehealthandprimaryhealthcarewebinar

Top Domains
Top Domains in Tweet in Entire Graph:
[398] twitter.com
[385] msn.com
[201] gatesfoundation.org
[29] youtube.com
[20] donorschoose.org
[15] endpolio.org
[12] oup.com
[11] zoom.us
[11] nih.gov
[8] thenation.com

Top Domains in Tweet in G1:
[375] msn.com
[17] twitter.com
[10] gatesfoundation.org
[2] youtube.com
[1] cnn.com
[1] thehindu.com
[1] vastavalkea.fi
[1] co.uk
[1] odysee.com
[1] blogspot.com

Top Domains in Tweet in G2:
[50] twitter.com
[28] gatesfoundation.org
[7] msn.com
[5] youtube.com
[5] tabweeeb.com
[4] nih.gov
[4] africanmediaagency.com
[3] zoom.us
[2] nam.edu
[2] womenlifthealth.org

Top Domains in Tweet in G3:
[56] twitter.com
[16] donorschoose.org
[11] gatesfoundation.org
[6] saveoakflatws.com
[4] gf.me
[3] biologicaldiversity.org
[3] msn.com
[2] google.com
[2] classroomgiving.org
[2] zoom.us

Top Domains in Tweet in G4:
[31] twitter.com
[14] endpolio.org
[9] gatesfoundation.org
[7] usa.gov
[5] youtube.com
[4] insurance.bio
[2] zoom.us
[2] blogspot.com
[2] polioeradication.org
[2] reliefweb.int

Top Domains in Tweet in G5:
[22] twitter.com
[9] gatesfoundation.org
[5] thenation.com
[4] youtube.com
[4] wsj.com
[4] smilebox.com
[4] buzzsprout.com
[3] gzeromedia.com
[2] thehill.com
[2] bmj.com

Top Domains in Tweet in G6:
[8] twitter.com
[1] csod.com
[1] sightsavers.org

Top Domains in Tweet in G7:
[9] twitter.com
[4] handle.net
[3] cgiar.org
[3] zoom.us
[2] youtube.com
[2] t.co
[2] cabi.org
[1] voxdev.org
[1] seattletimes.com
[1] gatesfoundation.org

Top Domains in Tweet in G8:
[6] twitter.com
[2] gatesfoundation.org
[1] statnews.com
[1] thenation.com
[1] telegraphindia.com
[1] clinicaltrials.gov
[1] cnbc.com

Top Domains in Tweet in G9:
[144] twitter.com
[28] gatesfoundation.org
[3] youtube.com
[2] wikipedia.org
[2] linkedin.com
[2] myworkdayjobs.com
[2] advocatesomi.com
[1] gab.com
[1] t.me
[1] google.com

Top Domains in Tweet in G10:
[2] ifpri.org
[2] asiasummitglobalhealth.com
[2] twitter.com
[1] ucdavis.edu
[1] asianstudies.org
[1] facebook.com
[1] sightlife.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[866] noflyzoneintigray
[206] gatesfoundation
[117] covid19
[93] endpolio
[48] worldpolioday
[36] resilientrecovery
[36] presidencyofhope
[35] lsms
[34] billgates
[34] food



Top Hashtags in Tweet in G1:
[846] noflyzoneintigray
[12] tigray
[5] stopbombingtigray
[4] tplf
[4] buildbackbetter
[4] covid
[4] climatechange
[3] gatesfoundation
[3] un
[3] ai

Top Hashtags in Tweet in G2:
[31] resilientrecovery
[23] covid19
[22] covaxin
[9] molnupiravir
[8] akualumni
[7] noflyzoneintigray
[6] endpolio
[6] rt
[5] goalkeepers2030
[5] afghanistan

Top Hashtags in Tweet in G3:
[26] tigraycantwait
[25] sustainableenvironment
[20] education
[20] endtigraysiege
[19] lifetransformers
[19] charity
[10] sdgs2030
[9] noflyzoneintigray
[8] stoptigrayfamine
[7] actforals

Top Hashtags in Tweet in G4:
[52] endpolio
[45] covid19
[41] worldpolioday
[25] vaccineswork
[19] polio
[18] vaccines
[14] vaccine
[13] event201
[11] billgates
[10] children

Top Hashtags in Tweet in G5:
[35] endpolio
[35] presidencyofhope
[15] ugandans
[15] freeallpoliticalprisoners
[15] standup4humanrights
[14] gates
[13] covid19
[7] gatesfoundation
[7] billgates
[6] herpower2021

Top Hashtags in Tweet in G6:
[33] lsms
[16] oms
[8] 100crorevaccination
[4] covid
[4] jenokwudili
[4] accelerate
[2] lopez
[2] philanthropies
[2] humankind
[2] archewellfoundation

Top Hashtags in Tweet in G7:
[22] beanatlas2
[16] climate
[13] africa
[12] digitization
[12] grantmaking
[10] pabra25
[10] worldfoodday2021
[8] digital
[7] apbaconf2021
[5] ethiopia

Top Hashtags in Tweet in G8:
[101] gatesfoundation
[33] food
[33] policy
[33] conspiracy
[3] conflictsofinterest
[1] realjournalism
[1] hst440
[1] msc1004
[1] globalhealth
[1] followthemoney

Top Hashtags in Tweet in G9:
[33] gatesfoundation
[12] covid19
[8] billgates
[4] coronavirus
[4] covid
[4] molnupiravir
[3] who
[2] vaccination
[2] event201
[2] bigpharma

Top Hashtags in Tweet in G10:
[7] foodsystems
[5] cultivatingequality21
[4] tanzania
[4] climateshocks
[4] health
[4] asghhk
[1] westafrica
[1] odx
[1] healthcare
[1] gatesfoundation

Top Words
Top Words in Tweet in Entire Graph:
[5738] gatesfoundation
[2968] billgates
[2730] health
[2580] tigray
[2515] facilities
[2054] 80
[2047] destroyed
[2042] vandalized
[2037] looted
[866] #noflyzoneintigray

Top Words in Tweet in G1:
[2652] billgates
[2532] gatesfoundation
[2513] tigray
[2474] health
[2463] facilities
[1998] 80
[1995] vandalized
[1992] destroyed
[1990] looted
[846] #noflyzoneintigray

Top Words in Tweet in G2:
[1411] gatesfoundation
[342] women
[198] anitazaidi
[172] pandemic
[135] covid
[134] during
[129] innovative
[129] jennifergardy
[126] th
[125] inequalities

Top Words in Tweet in G3:
[282] gatesfoundation
[76] potus
[75] billgates
[61] help
[60] vp
[51] melindagates
[47] elonmusk
[42] antonioguterres
[34] project
[33] justintrudeau

Top Words in Tweet in G4:
[538] gatesfoundation
[117] unicef
[108] gavi
[87] rotary
[85] polio
[83] health
[65] global
[64] cdcgov
[52] #endpolio
[52] 100

Top Words in Tweet in G5:
[353] gatesfoundation
[167] melindagates
[103] msuzman
[86] billgates
[77] access
[74] priorities
[65] women
[61] pandemic
[57] everyone
[51] life

Top Words in Tweet in G6:
[63] gatesfoundation
[60] worldbank
[42] virus
[35] opensociety
[34] worldbankdata
[34] wbg_gender
[34] wbg_poverty
[33] hiring
[33] etc
[33] consultant

Top Words in Tweet in G7:
[80] gatesfoundation
[44] cgiar
[27] work
[26] change
[24] next
[24] more
[22] #beanatlas2
[22] join
[21] julieborlaug
[19] cimmyt

Top Words in Tweet in G8:
[127] timothywschwab
[101] #gatesfoundation
[100] story
[96] months
[96] ago
[96] asked
[96] co
[96] reporter
[96] declined
[96] funder

Top Words in Tweet in G9:
[39] gates
[33] #gatesfoundation
[28] foundation
[23] bill
[21] melinda
[18] women
[14] promote
[12] world
[12] #covid19
[11] income

Top Words in Tweet in G10:
[19] gatesfoundation
[16] ifpri
[10] many
[10] cgiargender
[9] need
[9] women
[8] between
[7] nutrition
[7] courageous
[7] leadership

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2512] health,facilities
[2042] 80,health
[2034] vandalized,looted
[2034] looted,destroyed
[2034] destroyed,gatesfoundation
[2032] facilities,tigray
[2032] tigray,vandalized
[1920] billgates,80
[588] billgates,gatesfoundation
[543] contributions,help

Top Word Pairs in Tweet in G1:
[2462] health,facilities
[1994] 80,health
[1989] vandalized,looted
[1989] looted,destroyed
[1989] destroyed,gatesfoundation
[1985] facilities,tigray
[1985] tigray,vandalized
[1912] billgates,80
[530] contributions,help
[529] help,ethiopia

Top Word Pairs in Tweet in G2:
[124] gatesfoundation,women
[123] during,pandemic
[122] innovative,forces
[122] forces,during
[121] women,innovative
[121] inequalities,women
[120] pandemic,inequalities
[120] women,increased
[118] increased,th
[115] covid,19

Top Word Pairs in Tweet in G3:
[31] billgates,gatesfoundation
[28] flotus,vp
[25] antonioguterres,potus
[25] potus,usambun
[25] vp,secblinken
[25] secblinken,abc
[25] abc,cnni
[21] usambun,flotus
[21] gatesfoundation,melindagates
[20] #tigraycantwait,#endtigraysiege

Top Word Pairs in Tweet in G4:
[60] gavi,gatesfoundation
[51] gatesfoundation,unicef
[47] health,facilities
[46] 80,health
[46] facilities,tigray
[46] tigray,vandalized
[44] vandalized,looted
[44] looted,destroyed
[44] destroyed,gatesfoundation
[37] gatesfoundation,contri

Top Word Pairs in Tweet in G5:
[50] melindagates,gatesfoundation
[46] life,saving
[41] gatesfoundation,priorities
[37] ensure,everyone
[37] everyone,access
[37] billgates,melindagates
[36] access,life
[35] health,workers
[35] mr,mark
[35] mark,suzman

Top Word Pairs in Tweet in G6:
[34] worldbankdata,wbg_gender
[34] wbg_gender,wbg_poverty
[33] worldbank,hiring
[33] hiring,etc
[33] etc,consultant
[33] consultant,work
[33] work,worldbankdata
[33] wbg_poverty,#lsms
[33] #lsms,national
[32] elianacarranza,worldbank

Top Word Pairs in Tweet in G7:
[16] more,99
[16] 99,peer
[16] peer,reviewed
[16] reviewed,scientific
[16] scientific,papers
[16] papers,agree
[16] agree,#climate
[16] #climate,change
[16] change,mainly
[16] mainly,caused

Top Word Pairs in Tweet in G8:
[96] months,ago
[96] ago,asked
[96] asked,co
[96] co,reporter
[96] reporter,story
[96] story,declined
[96] declined,#gatesfoundation
[96] #gatesfoundation,funder
[95] timothywschwab,months
[33] food,thought

Top Word Pairs in Tweet in G9:
[23] gates,foundation
[14] bill,melinda
[13] melinda,gates
[7] 120,million
[6] #billgates,#gatesfoundation
[5] bill,gates
[5] income,countries
[4] #gatesfoundation,#covid19
[4] covid,19
[4] lower,income

Top Word Pairs in Tweet in G10:
[7] cgiargender,need
[7] need,courageous
[7] courageous,leadership
[7] leadership,tackling
[7] tackling,issues
[7] issues,nutritional
[7] nutritional,#foodsystems
[7] #foodsystems,many
[7] many,women
[7] women,skills

Top Replied-To
Top Replied-To in Entire Graph:
@gatesfoundation
@jennifergardy
@juttaurpilainen
@anitazaidi
@melindagates
@msuzman
@kehay
@un_pga
@billgates
@realhaulegluck

Top Replied-To in G1:
@juttaurpilainen
@realhaulegluck
@hbaldwin
@billgates
@talitintti5
@ryan_baldry
@yemane89650000
@britainleads
@rikkinensirpa
@ahuusko

Top Replied-To in G2:
@gatesfoundation
@jennifergardy
@anitazaidi
@kehay
@msuzman
@adilhaidermd
@ali_sali2
@kanpurialaunda
@ashwani_mahajan
@laibamunir767

Top Replied-To in G3:
@gatesfoundation
@centerforbiodiv
@pphib_org
@potus
@nikki83232664
@americaaf_7310
@joanieoc
@stem_giving
@chichesterxr
@russdiabo

Top Replied-To in G4:
@gatesfoundation
@marisepayne
@abdistanbul
@msuzman
@melindagates
@iamjustleah
@educannotwait
@rameshferris
@mr20mph
@grommmarcus

Top Replied-To in G5:
@gatesfoundation
@un_pga
@melindagates
@msuzman
@braincures
@billgates
@ianbremmer
@thepeopleshubuk
@kgeorgieva
@do_kinder

Top Replied-To in G6:
@opensociety
@gatesfoundation
@arrazolavecina
@budgitng
@adrifadi
@massimopatrici1
@melindagates
@shayan86
@snowden
@egovfoundation

Top Replied-To in G7:
@agraalliance
@julieborlaug
@parr2_parr
@irrieducation
@fbaudron
@agnes_kalibata
@mrmikerose
@temesgen2015
@gatesfoundation
@uncambodia

Top Replied-To in G8:
@gideongil
@milaakso
@timothywschwab

Top Replied-To in G10:
@d4ag_
@ifpri
@wellcometrust
@mologic

Top Mentioned
Top Mentioned in Entire Graph:
@gatesfoundation
@billgates
@euatun
@usun
@priyankachopra
@who
@teamwilldaily
@melindagates
@realhaulegluck
@anitazaidi

Top Mentioned in G1:
@billgates
@gatesfoundation
@euatun
@usun
@priyankachopra
@teamwilldaily
@realhaulegluck
@eu_partnerships
@koendoens
@who

Top Mentioned in G2:
@gatesfoundation
@anitazaidi
@billgates
@thenamedicine
@akuglobal
@jennifergardy
@thenasem
@adilhaidermd
@ashwani_mahajan
@gatesus

Top Mentioned in G3:
@gatesfoundation
@billgates
@potus
@vp
@elonmusk
@antonioguterres
@melindagates
@flotus
@justintrudeau
@secblinken

Top Mentioned in G4:
@gatesfoundation
@who
@unicef
@gavi
@rotary
@cdcgov
@endpolionow
@yemane89650000
@wef
@billgates

Top Mentioned in G5:
@gatesfoundation
@melindagates
@msuzman
@billgates
@braincures
@un
@un_pga
@drvandanashiva
@phumlambongcuka
@do_kinder

Top Mentioned in G6:
@worldbank
@gatesfoundation
@who
@worldbankdata
@wbg_gender
@wbg_poverty
@elianacarranza
@imfnews
@opensociety
@fordfoundation

Top Mentioned in G7:
@gatesfoundation
@cgiar
@cimmyt
@_pabra
@usaid
@julieborlaug
@cornellnews
@rockefellerfdn
@agraalliance
@parr2_parr

Top Mentioned in G8:
@timothywschwab
@moveribfan
@ttindia
@gatesfoundation
@statnews
@tbij
@qz
@el_pais
@ojo_publico
@nutritionintl

Top Mentioned in G9:
@africainstitut2
@onevapid

Top Mentioned in G10:
@gatesfoundation
@ifpri
@cgiargender
@usaid
@wur
@lshtm
@cipotato
@cityofkigali
@ajcnutrition
@a4nh_cgiar

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@threadreaderapp
@getvideobot
@flipkartsupport
@commonpatriot
@insdatainter
@faby_nava77
@inabster
@_redfrog

Top Tweeters in G1:
@1loriking
@tzdiscovery
@ele9061
@seriousspidey
@1w1nningdrive
@doc_eva
@zulaqi
@bekatigray
@mumaralid
@tomy2875

Top Tweeters in G2:
@getvideobot
@inabster
@menabster
@gracemurphy2
@sherbah46958042
@dna
@gherardimauro1
@rajivnayan7
@rohithiware
@vishnus47793080

Top Tweeters in G3:
@yarosisnancy
@inquirerdotnet
@httweets
@cnnnews18
@ndtv
@reuters
@gmanews
@timesnow
@timesofindia
@aajtak

Top Tweeters in G4:
@flipkartsupport
@caligirlleftie
@viralvideovlogs
@business
@elkepoley
@bjcrochet
@cnbc
@gadflyquebec
@idreamin4d
@lillys_news

Top Tweeters in G5:
@jornalistavitor
@insdatainter
@faby_nava77
@_redfrog
@baarahk
@thehill
@wadakashiho
@guardian
@googleexpertuk
@etnowlive

Top Tweeters in G6:
@helperstream
@telcel
@doubleeph
@adrifadi
@ingrx
@wladimirgodoy5
@attmx
@talentcoop
@o_gho_gho
@davidrieff

Top Tweeters in G7:
@net2ayurveda
@absonjill
@_open_science_
@touchdownbot
@nar
@openscitalk
@gms111
@meldawson6
@cgiar
@pammarrone

Top Tweeters in G8:
@netminnow
@jmhamiltonblog
@el_pais
@adiscover
@daaktardush
@woobietuesday
@kinjeketile
@joelscribes
@dallas4bernie
@gary_agg

Top Tweeters in G9:
@pastorabharris
@ribrib010
@parvez1
@bkanad
@physorg_health
@peninsulaqatar
@dpinsen
@nymne
@always_khanyisa
@manishmaurya61

Top Tweeters in G10:
@marianatrobosky
@blackfarmerlink
@coloradostateu
@oikos_solutions
@care
@harvardchansph
@dfid_uk
@fletcherschool
@ifpri
@nihrresearch