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worldbank_2021-06-17_05-25-33.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 18, 2021
Short Description:
worldbank via NodeXL https://bit.ly/35ycXJy
@worldbank
@steve_hanke
@bancomundial
@imfnews
@worldbankafrica
@corona_ssyt
@cynthiawalsom
@jovenobispo
@luis_triveno
@bancomundiallac

Top hashtags:
#ugandaisbleeding
#stoploaninguganda
#withrefugees
#inclusivegrowth
#sos

Description:
Description
The graph represents a network of 5,594 Twitter users whose tweets in the requested range contained "worldbank", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 June 2021 at 12:31 UTC.

The requested start date was Thursday, 17 June 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 2-day, 11-hour, 21-minute period from Monday, 14 June 2021 at 12:39 UTC to Thursday, 17 June 2021 at 00:00 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 : 5594
Unique Edges : 8390
Edges With Duplicates : 40217
Total Edges : 48607
Number of Edge Types : 5
Mentions : 24222
Retweet : 4642
MentionsInRetweet : 17119
Replies to : 2147
Tweet : 477
Self-Loops : 662
Reciprocated Vertex Pair Ratio : 0.0134706255730305
Reciprocated Edge Ratio : 0.0265831593597773
Connected Components : 224
Single-Vertex Connected Components : 110
Maximum Vertices in a Connected Component : 5048
Maximum Edges in a Connected Component : 47878
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.431732
Graph Density : 0.000459292640751141
Modularity : 0.244423
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,594 Twitter users whose tweets in the requested range contained "worldbank", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 June 2021 at 12:31 UTC.

The requested start date was Thursday, 17 June 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 2-day, 11-hour, 21-minute period from Monday, 14 June 2021 at 12:39 UTC to Thursday, 17 June 2021 at 00:00 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 : worldbank
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:
[20] https://www.worldbank.org/en/region/lac/brief/lcr-inclusive-internship-program
[16] https://www.worldbank.org/ypp
[16] https://blogs.worldbank.org/es/voces/transparentar-el-endeudamiento-interno?cid=ECR_TT_worldbank_ES_EXT
[13] https://blogs.worldbank.org/es/education/el-director-hace-la-diferencia
[12] https://bit.ly/3yXAy3L
[11] https://live.worldbank.org/case-designing-inclusive-platforms-emerging-markets
[10] https://www.youtube.com/watch?v=FBD4U0910RA&feature=youtu.be

[8] http://youth.go.ke/
[8] https://eic.environment.gov.mv/
[7] https://news.un.org/en/story/2021/04/1089642

Top URLs in Tweet in G1:
[15] https://www.worldbank.org/ypp
[12] https://bit.ly/3yXAy3L
[11] https://live.worldbank.org/case-designing-inclusive-platforms-emerging-markets
[7] https://blogs.worldbank.org/voices/global-economic-outlook-five-charts-june-2021?cid=ECR_TT_worldbank_EN_EXT
[6] https://blogs.worldbank.org/endpovertyinsouthasia/how-do-poor-cope-road-crashes-india?cid=ECR_TT_worldbank_EN_EXT_ChangingLives
[4] https://www.worldbank.org/en/who-we-are/news/coronavirus-covid19/world-bank-support-for-country-access-to-covid-19-vaccines?cid=ECR_TT_worldbank_EN_EXT
[4] https://openknowledge.worldbank.org/handle/10986/35737
[4] https://blogs.worldbank.org/psd/ebb-and-flow-remittances-year-pandemic
[4] https://www.theguardian.com/environment/2021/jun/07/wealthy-nations-breaking-climate-pledge-with-gas-dash-in-global-south
[3] https://www.worldbank.org/en/news/podcast/2021/05/24/as-covid-19-wreaks-havoc-on-service-workers-is-the-informal-sector-increasing-global-inequality-the-development-podcast?cid=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G2:
[9] https://www.youtube.com/watch?v=FBD4U0910RA&feature=youtu.be

[7] https://news.un.org/en/story/2021/04/1089642
[6] https://www.worldbank.org/tellmehow
[4] https://www.washingtonpost.com/world/2021/03/12/uganda-opposition-torture/
[3] https://www.worldbank.org/en/news/press-release/2021/05/01/lebanon-sinking-into-one-of-the-most-severe-global-crises-episodes?cid=SHR_SitesShareTT_EN_EXT
[2] https://www.imf.org/en/News/Articles/2021/06/14/pr21175-world-bank-imf-launch-hlag-sustainable-inclusive-recovery-growth
[2] https://blogs.worldbank.org/transport/bridging-gap-between-transport-and-energy-achieve-sustainable-mobility?cid=SHR_BlogSiteTweetable_EN_EXT
[2] https://www.worldbank.org/en/news/feature/2021/06/04/helping-women-improve-food-quality-and-family-income-in-kyrgyz-villages?CID=ECA_FB_KyrgyzRepublic_EN_EXT
[2] https://www.worldbank.org/en/events/2021/06/16/firm-level-barriers-on-the-path-to-net-zero-how-firms-can-make-or-break-the-green-transition
[2] the

Top URLs in Tweet in G3:
[6] https://www.youtube.com/watch?v=9KtJuPN--8E&feature=youtu.be

[1] https://data.worldbank.org/indicator/NY.GDP.MKTP.KD.ZG?locations=IN&start=2004
[1] https://twitter.com/ChitnisPurva/status/1404497988928479234
[1] https://twitter.com/GujralAmrik/status/1405150867330781188
[1] https://twitter.com/WorldBank/status/1405193549117800454
[1] https://twitter.com/wef/status/959111133113274368
[1] https://twitter.com/WorldBank/status/944009774773035008
[1] https://www.weforum.org/agenda/2017/03/why-india-is-about-to-have-a-solar-boom?utm_content=buffer7049b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.theguardian.com/world/2018/jun/30/indias-huge-solar-ambitions-could-push-coal-further-into-shade?CMP=Share_AndroidApp_Tweet
[1] https://twitter.com/governorswaraj/status/1404943108127690752

Top URLs in Tweet in G4:
[4] https://english.mojahedin.org/i/iran-elections-debate-boycott-20210613
[4] https://www.ifpri.org/event/global-report-food-crises-2021-building-resilience-prevent-food-crises-and-conflict
[3] https://english.mojahedin.org/i/iran-poverty-misery-index-20210615
[3] https://www.rappler.com/nation/names-included-icc-prosecutor-bensouda-report-duterte-drug-war
[2] https://sidestreetjournal.blogspot.com/2021/06/g7-perpetuates-african-disparity.html
[1] https://ncr-iran.org/en/news/economy/the-cause-of-irans-economic-crises-2/
[1] https://www.eventbrite.co.uk/e/better-finance-better-food-global-finance-dialogue-tickets-158124716283
[1] https://twitter.com/SaddickAdams/status/1405240489314508808
[1] https://twitter.com/ukinnigeria/status/1404862848652697602
[1] https://www.iea.org/reports/financing-clean-energy-transitions-in-emerging-and-developing-economies

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=0Ed5uE_OiOY&feature=youtu.be

[1] https://www.sciencedirect.com/science/article/pii/S1057521914001070

Top URLs in Tweet in G6:
[16] https://blogs.worldbank.org/es/voces/transparentar-el-endeudamiento-interno?cid=ECR_TT_worldbank_ES_EXT
[3] https://blogs.worldbank.org/es/voces/abordar-la-crisis-de-confianza-de-los-ciudadanos-en-materia-de-gobernanza?cid=ECR_TT_worldbank_ES_EXT
[1] http://wrld.bg/5RLu50F39Wz
[1] https://blogs.worldbank.org/es/latinamerica/una-mirada-la-brecha-de-genero-en-paraguay-durante-la-pandemia
[1] http://wrld.bg/FjCE50F5afs
[1] http://wrld.bg/YcD350F5aeq
[1] http://wrld.bg/MxkA50EXLwu
[1] https://blogs.worldbank.org/es/voices/perspectivas-mercados-productos-basicos-ocho-graficos?cid=ECR_TT_worldbank_ES_EXT/?cid=SHR_BlogSiteTweetable_ES_EXT?cid=SHR_BlogSiteShare_ES_EXT
[1] https://blogs.worldbank.org/es/voces/debemos-invertir-en-la-prevencion-de-pandemias-para-construir-una-arquitectura-sanitaria-eficaz?cid=ECR_TT_worldbank_ES_EXT
[1] https://blogs.worldbank.org/es/voces/un-nuevo-compromiso-con-la-equidad-vacunal-y-la-derrota-de-la-pandemia?cid=ECR_TT_worldbank_ES_EXT

Top URLs in Tweet in G7:
[4] https://www.lshtm.ac.uk/newsevents/events/world-report-disability-10-years
[2] https://twitter.com/CBMuk/status/1404690637740519424
[1] https://blogs.worldbank.org/opendata/measuring-povertys-multiple-dimensions-new-guidance-countries-developing-multidimensional
[1] https://www.cnet.com/health/facebook-teams-up-with-health-groups-to-tackle-vaccine-hesitancy-and-equity/
[1] https://blogs.worldbank.org/opendata/measuring-povertys-multiple-dimensions-new-guidance-countries-developing-multidimensional?cid=pov_tt_poverty_en_ext
[1] https://www.who.int/gho/en/
[1] https://data.worldbank.org
[1] https://vizhub.healthdata.org/gbd-compare/
[1] https://twitter.com/joeygilbertinc/status/1404682055133196293
[1] https://www.bhaskar.com/national/news/coronavirus-vaccine-death-india-government-panel-confirmed-68-year-old-death-after-receiving-shot-128598957.html

Top URLs in Tweet in G8:
[8] http://youth.go.ke/
[3] http://youth.go.ke
[1] https://twitter.com/Trendingken/status/1405081070786252806
[1] https://twitter.com/aggie_lovely/status/1404698932031197188
[1] https://twitter.com/SDY_Ke/status/1404684042465861634
[1] https://twitter.com/mosesw30/status/1404699685672165376

Top URLs in Tweet in G9:
[2] http://webtv.un.org/live-now/watch/part-2-high-level-dialogue-on-desertification-land-degradation-and-drought-general-assembly-75th-session/6258705622001
[2] https://www.undrr.org/event/launch-gar-drought-2021?utm_source=Twitter&utm_campaign=PreventionSavesLives
[2] http://www.chinadaily.com.cn/a/202106/03/WS60b82b94a31024ad0bac345d.html
[1] https://www.iea.org/data-and-statistics/data-tables?country=CONGOREP&energy=Electricity&year=2018
[1] https://twitter.com/mzjacobson/status/1405280205514547202
[1] https://www.iea.org/data-and-statistics/data-tables?country=ETHIOPIA&energy=Electricity&year=2018
[1] https://www.worldbank.org/en/topic/water/publication/an-epic-response-innovative-governance-for-flood-and-drought-risk-management?cid=watt_tt_water_en_ext
[1] https://www.undrr.org/event/launch-gar-drought-2021
[1] http://www.chinadaily.com.cn/a/202106/15/WS60c872c3a31024ad0bac6e7e.html
[1] https://www.chinadaily.com.cn/a/202106/11/WS60c2bcaca31024ad0bac510f.html

Top URLs in Tweet in G10:
[3] https://documents1.worldbank.org/curated/en/882781602861047266/pdf/World-COVID-19-Strategic-Preparedness-and-Response-Program-SPRP-using-the-Multiphase-Programmatic-Approach-MPA-Project-Additional-Financing.pdf
[3] https://twitter.com/WorldBank/status/1404879345810874368
[3] https://www.youtube.com/watch?v=jxE1saQDICk&feature=youtu.be

[2] https://www.youtube.com/watch?v=FDC59Bpo3Mc&feature=youtu.be

[2] https://telecom.economictimes.indiatimes.com/news/mtn-warns-of-service-disruption-in-nigeria-due-to-rising-insecurity/83561618
[1] https://openknowledge.worldbank.org/handle/10986/35737
[1] https://us02web.zoom.us/meeting/register/tZEtdemoqDgqGtX8gnMnQsiCwKp01EilWghA
[1] https://www.worldbank.org/en/news/video/2021/06/08/how-will-the-covid-19-economic-recovery-play-out
[1] http://hdl.handle.net/10986/35641
[1] https://documents1.worldbank.org/curated/en/836481622436593904/pdf/Learning-Recovery-after-COVID-19-in-Europe-and-Central-Asia-Policy-and-Practice.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[697] worldbank.org
[170] twitter.com
[68] wrld.bg
[32] youtube.com
[20] bit.ly
[13] un.org
[13] zoom.us
[11] go.ke
[9] theguardian.com
[8] reuters.com

Top Domains in Tweet in G1:
[289] worldbank.org
[56] wrld.bg
[37] twitter.com
[16] bit.ly
[6] theguardian.com
[4] miragenews.com
[3] spotify.com
[3] apple.com
[3] ifc.org
[3] blogspot.com

Top Domains in Tweet in G2:
[38] twitter.com
[27] worldbank.org
[11] youtube.com
[7] un.org
[4] wrld.bg
[4] washingtonpost.com
[3] imf.org
[3] co.ug
[2] reuters.com
[2] bbc.com

Top Domains in Tweet in G3:
[30] twitter.com
[6] youtube.com
[2] worldbank.org
[1] weforum.org
[1] theguardian.com
[1] ign.com
[1] toi.in

Top Domains in Tweet in G4:
[7] mojahedin.org
[5] twitter.com
[4] ifpri.org
[3] rappler.com
[3] worldbank.org
[2] blogspot.com
[1] ncr-iran.org
[1] co.uk
[1] iea.org
[1] frontpageafricaonline.com

Top Domains in Tweet in G5:
[1] youtube.com
[1] sciencedirect.com

Top Domains in Tweet in G6:
[40] worldbank.org
[4] wrld.bg
[1] un.org
[1] twitter.com

Top Domains in Tweet in G7:
[4] twitter.com
[4] ac.uk
[3] worldbank.org
[1] cnet.com
[1] who.int
[1] healthdata.org
[1] bhaskar.com
[1] amnesty.org
[1] nikkei.com
[1] ftc.gov

Top Domains in Tweet in G8:
[11] go.ke
[4] twitter.com

Top Domains in Tweet in G9:
[4] com.cn
[3] undrr.org
[2] iea.org
[2] un.org
[1] twitter.com
[1] worldbank.org
[1] dutchwatersector.com

Top Domains in Tweet in G10:
[66] worldbank.org
[12] twitter.com
[6] youtube.com
[6] linkedin.com
[4] reuters.com
[3] indiatimes.com
[3] google.com
[1] zoom.us
[1] handle.net
[1] janamtv.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1292] ugandaisbleeding
[1030] stoploaninguganda
[341] withrefugees
[266] inclusivegrowth
[255] sos
[183] nigeria
[180] covid19
[179] econwatch
[176] uganda
[154] ethiopia



Top Hashtags in Tweet in G1:
[112] covid19
[60] africa
[47] ugandaisbleeding
[36] stoploaninguganda
[29] museven
[27] dyk
[26] asia
[24] jobs
[22] zambia
[21] cleanwater

Top Hashtags in Tweet in G2:
[1244] ugandaisbleeding
[994] stoploaninguganda
[340] withrefugees
[265] inclusivegrowth
[249] sos
[166] uganda
[114] m7mustgo
[93] freeallpoliticalprisonersinuganda
[50] tigraygenocide
[47] icc

Top Hashtags in Tweet in G3:
[97] pmcbankcrisis
[18] moratorium
[16] resignmodi
[8] india
[8] swachhbharatmissiongrameen
[6] solar
[4] justiceforpmcvictims
[4] pmcvictimsmatter
[4] middleclassmatters
[4] world

Top Hashtags in Tweet in G4:
[145] ethiopia
[9] iran
[6] corruption
[5] crimesagainsthumanity
[5] raisimassmurderer
[5] ifpripolicyseminar
[4] boycottiranshamelections
[4] g7leaders
[4] bjp_rss_againstfarmers
[2] foodsystems

Top Hashtags in Tweet in G5:
[170] econwatch
[170] nigeria
[2] buharimustgo
[2] june12protest
[1] bitcoin
[1] biafraexit
[1] oduduwanation
[1] endsars
[1] facts
[1] buharmustgo

Top Hashtags in Tweet in G6:
[32] turismo
[26] vacunas
[25] transparencia
[16] deuda
[9] gobernanza
[3] tip3
[3] microcuento
[3] amlat
[3] ébola
[2] paraguay

Top Hashtags in Tweet in G7:
[13] vectorcontrol
[11] disability
[5] globalhealth
[2] corona
[2] iipc
[2] indians
[1] dyk
[1] apple
[1] spaceflight
[1] msme

Top Hashtags in Tweet in G8:
[53] gavaikoground
[53] ujuzikwavijana
[44] serayetuvijanaa
[30] paymbelenabizawardees
[22] mbelenabiz
[7] kenyanimimi
[7] kenyanisisisote
[6] serayavijanaa
[5] kenyaniwewe
[4] marketupdate

Top Hashtags in Tweet in G9:
[13] windwatersolar
[9] gar2021
[6] biodiversity
[5] wws
[3] epic
[3] worldbank
[3] africa
[3] indonesia
[2] landdegradation
[2] untoc

Top Hashtags in Tweet in G10:
[38] worldbank
[5] bitcoin
[5] elsalvador
[4] poverty
[4] southafrica
[4] currency
[4] cryptocurrency
[4] blockchain
[4] crypto
[4] ethereum

Top Words
Top Words in Tweet in Entire Graph:
[4010] worldbank
[2129] imfnews
[1607] refugees
[1527] name
[1336] kgeorgieva
[1326] euinug
[1292] #ugandaisbleeding
[1231] stop
[1194] ugandans
[1181] eu_echo

Top Words in Tweet in G1:
[1281] worldbank
[253] more
[210] million
[210] support
[210] poverty
[152] access
[150] nigerians
[148] world
[148] report
[147] recovery

Top Words in Tweet in G2:
[1761] imfnews
[1565] worldbank
[1552] refugees
[1438] name
[1261] euinug
[1244] #ugandaisbleeding
[1224] kgeorgieva
[1118] eu_echo
[1117] faouganda
[1116] unhcruganda

Top Words in Tweet in G3:
[312] rbi
[271] nsitharaman
[258] finminindia
[257] pmoindia
[240] narendramodi
[189] fayedsouza
[189] icj_asia
[189] abpnews
[189] mumbaimirror
[188] sunnyfernandes

Top Words in Tweet in G4:
[145] #ethiopia
[144] humanitarian
[99] providing
[99] support
[99] enables
[99] focus
[99] reconstruction
[99] efforts
[99] using
[99] famine

Top Words in Tweet in G5:
[200] steve_hanke
[179] buhari
[173] corruption
[171] sleepy
[170] #econwatch
[170] thanks
[170] watchful
[170] eye
[170] continues
[170] run

Top Words in Tweet in G6:
[145] bancomundial
[60] confianza
[49] claves
[44] bancomundiallac
[34] cómo
[34] recuperación
[33] mejorar
[32] #turismo
[32] viajeros
[32] seguimiento

Top Words in Tweet in G7:
[77] worldbank
[62] facebook
[36] merck
[36] globalhealthall
[36] cdcfound
[36] mit_ide
[36] sabinvaccine
[36] vaccine_trust
[23] 10
[21] world

Top Words in Tweet in G8:
[308] moictkenya
[302] sdy_ke
[266] kyeop_kenya
[240] mucheru
[237] youth
[237] worldbank
[233] kydp
[181] 2019
[170] health
[144] rochieng

Top Words in Tweet in G9:
[37] worldbank
[35] carlosalvq
[35] un_pga
[33] costaricaonu
[33] crminae
[33] presidenciacv
[33] namibiaun
[33] mirco_namibia
[33] icelandun
[33] katrinjak

Top Words in Tweet in G10:
[38] #worldbank
[36] world
[32] bank
[10] covid
[10] 19
[9] report
[8] 2021
[7] group
[7] economic
[6] recovery

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1179] unhcruganda,eu_echo
[1179] opmuganda,faouganda
[1168] euinug,unhcruganda
[1045] ugandan,resources
[1044] resources,name
[1043] name,refugees
[1041] stop,rooting
[1041] rooting,ugandan
[985] #ugandaisbleeding,#stoploaninguganda
[905] imfnews,worldbank

Top Word Pairs in Tweet in G1:
[134] young,professionals
[112] covid,19
[88] nigerians,poverty
[85] million,nigerians
[85] 2020,worldbank
[83] high,prices
[83] prices,pushed
[83] pushed,million
[83] poverty,2020
[83] worldbank,sahara

Top Word Pairs in Tweet in G2:
[1116] unhcruganda,eu_echo
[1116] opmuganda,faouganda
[1105] euinug,unhcruganda
[997] ugandan,resources
[996] resources,name
[995] name,refugees
[993] stop,rooting
[993] rooting,ugandan
[952] #ugandaisbleeding,#stoploaninguganda
[856] eu_echo,opmuganda

Top Word Pairs in Tweet in G3:
[193] rbi,finminindia
[191] finminindia,nsitharaman
[190] narendramodi,pmoindia
[189] pmoindia,rbi
[189] nsitharaman,fayedsouza
[189] icj_asia,abpnews
[189] abpnews,mumbaimirror
[173] sunnyfernandes,narendramodi
[135] fayedsouza,icj_asia
[92] bhatsunils,sunnyfernandes

Top Word Pairs in Tweet in G4:
[99] providing,humanitarian
[99] humanitarian,support
[99] support,enables
[99] enables,#ethiopia
[99] #ethiopia,focus
[99] focus,reconstruction
[99] reconstruction,efforts
[99] efforts,using
[99] using,famine
[99] famine,weapon

Top Word Pairs in Tweet in G5:
[170] #econwatch,thanks
[170] thanks,watchful
[170] watchful,eye
[170] eye,sleepy
[170] sleepy,buhari
[170] buhari,corruption
[170] corruption,continues
[170] continues,run
[170] run,rampant
[170] rampant,#nigeria

Top Word Pairs in Tweet in G6:
[46] bancomundial,claves
[32] claves,recuperación
[32] recuperación,#turismo
[32] #turismo,mejorar
[32] mejorar,confianza
[32] confianza,viajeros
[32] viajeros,seguimiento
[32] seguimiento,nuevas
[31] nuevas,tendencia
[28] hoy,enfrentamos

Top Word Pairs in Tweet in G7:
[36] merck,globalhealthall
[36] globalhealthall,cdcfound
[36] cdcfound,mit_ide
[36] mit_ide,sabinvaccine
[36] sabinvaccine,vaccine_trust
[36] vaccine_trust,worldbank
[35] facebook,merck
[16] 10,years
[13] please,join
[13] join,globalvectorhub

Top Word Pairs in Tweet in G8:
[171] kydp,2019
[153] worldbank,mucheru
[131] kyeop_kenya,worldbank
[128] moictkenya,sdy_ke
[118] sdy_ke,kyeop_kenya
[93] mucheru,nadia_abdalla_
[81] moictkenya,kyeop_kenya
[79] nadia_abdalla_,charles_sunkuli
[76] charles_sunkuli,rochieng
[72] sdy_ke,moictkenya

Top Word Pairs in Tweet in G9:
[33] carlosalvq,costaricaonu
[33] costaricaonu,crminae
[33] crminae,presidenciacv
[33] presidenciacv,namibiaun
[33] namibiaun,mirco_namibia
[33] mirco_namibia,icelandun
[33] icelandun,katrinjak
[33] katrinjak,un_pga
[33] un_pga,comraderalph
[28] unccd,carlosalvq

Top Word Pairs in Tweet in G10:
[32] world,bank
[9] covid,19
[5] bank,group
[5] #worldbank,#elsalvador
[4] 160,billions
[4] billions,money
[4] money,world
[4] bank,response
[4] response,covid
[4] 19,africa

Top Replied-To
Top Replied-To in Entire Graph:
@euinug
@imfnews
@worldbank
@judiciaryug
@dominicraab
@sanianishtar
@sunnyfernandes
@g7
@justintrudeau
@sdy_ke

Top Replied-To in G1:
@worldbank
@dominicraab
@naimleobesiri
@saharareporters
@imfnews
@ivkovic1244
@thecableng
@davidmalpasswbg
@mrtelecoms
@rscpryce

Top Replied-To in G2:
@euinug
@imfnews
@dominicraab
@worldbank
@bbcafrica
@jamesduddridge
@royalfamily
@nicustefanuta
@justintrudeau
@janeruth_aceng

Top Replied-To in G3:
@sunnyfernandes
@narendramodi
@worldbank
@yourrajendar
@jay_kotakone
@pmcbankcrisis
@justicepmc
@pmoindia
@rashtrapatibhvn
@sanjeev19733

Top Replied-To in G4:
@seyoum_teshome
@saharareporters
@bmangeat
@claudia_v_
@iran_policy
@mojahedineng
@abrarsuleiman
@tvbempt
@ifpri
@kellycnbc

Top Replied-To in G5:
@steve_hanke
@koentabak
@pennywort16
@emreek_n1

Top Replied-To in G6:
@utecuniversidad

Top Replied-To in G7:
@facebook
@techjockeys
@okbluecomics
@jennacocorullo
@godwin53663
@tjroc_em
@tostevinm
@answerthepole
@karenha72416705
@hrw

Top Replied-To in G8:
@sdy_ke
@moictkenya
@roysasaka
@awayhomeevents
@_wesley_ke
@kiruidenyikan
@kenya_ni_mimi
@mucheru
@chequesonly
@ogoladennis2

Top Replied-To in G9:
@carlosalvq
@mzjacobson
@unodc
@undrr
@cde_unodc
@eu_env

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@imfnews
@eu_echo
@faouganda
@unhcruganda
@opmuganda
@kgeorgieva
@kagutamuseveni
@mesandbu
@unosaa1

Top Mentioned in G1:
@worldbank
@saharareporters
@worldbankafrica
@wbg_climate
@rwandagov
@kgeorgieva
@rscpryce
@unhcruganda
@eu_echo
@opmuganda

Top Mentioned in G2:
@worldbank
@imfnews
@eu_echo
@faouganda
@unhcruganda
@opmuganda
@kgeorgieva
@kagutamuseveni
@mesandbu
@b_eichengreen

Top Mentioned in G3:
@rbi
@pmoindia
@nsitharaman
@finminindia
@narendramodi
@fayedsouza
@icj_asia
@abpnews
@mumbaimirror
@sunnyfernandes

Top Mentioned in G4:
@worldbank
@nytimes
@eu_commission
@imfnews
@usaidethiopia
@pmethiopia
@jiminhofe
@seyoum_teshome
@wsj
@washtimes

Top Mentioned in G5:
@steve_hanke
@worldbank
@amaka_ekwo
@professorwerner
@studdoliver
@koentabak
@sir_benboye
@gbganalyst
@youtube
@tutsy22

Top Mentioned in G6:
@bancomundial
@bancomundiallac
@bancomundialarg
@elviraespejo
@marcecolm
@bancomundialbr
@worldbank
@onunews
@agendaunicamp
@giz_gmbh

Top Mentioned in G7:
@worldbank
@who
@facebook
@merck
@globalhealthall
@cdcfound
@mit_ide
@sabinvaccine
@vaccine_trust
@undp

Top Mentioned in G8:
@moictkenya
@sdy_ke
@kyeop_kenya
@worldbank
@mucheru
@rochieng
@nadia_abdalla_
@charles_sunkuli
@worldbankkenya
@youthfund_ke

Top Mentioned in G9:
@worldbank
@un_pga
@costaricaonu
@crminae
@presidenciacv
@namibiaun
@mirco_namibia
@icelandun
@katrinjak
@comraderalph

Top Tweeters
Top Tweeters in Entire Graph:
@animalsholbox
@belizean_bz
@kattavernd
@radioelshinta
@rjber15
@sureshm46
@cipherequality
@raumunz
@httweets
@indiatoday

Top Tweeters in G1:
@rjber15
@wildwillow65
@cuchacucha
@antaranews
@kinshasaweb
@patriceinmilano
@reuters
@dev_discourse
@protestmusica
@franceafrik

Top Tweeters in G2:
@guardian
@citizentvkenya
@skynews
@bbcnews
@washingtonpost
@cnn
@bbcworld
@9newsaus
@ajenglish
@guardiannews

Top Tweeters in G3:
@httweets
@indiatoday
@cnnnews18
@ndtv
@timesnow
@theofficialsbi
@timesofindia
@aajtak
@economictimes
@ani

Top Tweeters in G4:
@cipherequality
@dailymirror
@royalmail
@irishtimes
@globeandmail
@ml_tweet_bot
@isthisab0t
@nytimes
@cnbc
@foxnews

Top Tweeters in G5:
@nwakpa_gabriel
@fsundayluke
@michealprecio10
@amaka_ekwo
@ebuka_mbanefo
@sir_benboye
@tutsy22
@omanorji
@nwaegbe_nkem
@fillaytunchi

Top Tweeters in G6:
@raumunz
@ledamejia21
@rubenmarzialet1
@grondavia
@dralcapino
@bellomc
@pastoraurbinave
@arturocamachob1
@mejia0462
@feramato

Top Tweeters in G7:
@greennomad61
@imagine_garden
@sengodan4
@google
@haarveenkaaur
@alisarusbuffo
@robertoangulos
@undp
@pibhindi
@who

Top Tweeters in G8:
@pedroblessing_
@lelauh_
@infokfcb
@irene__ke
@nadia_abdalla_
@andresnl14
@_wesley_ke
@youthfund_ke
@blackwidow_ke
@fmushukhani

Top Tweeters in G9:
@cynthiamn5
@djriveraros
@trundlelinb
@emweeklyrpt
@chinadaily
@suncemore1
@climatewed
@bettyxpgww
@okayysorryy
@alcocan

Top Tweeters in G10:
@dal0028751
@18diannem
@eye_on_pakistan
@1stnewsng
@naashonomics
@peaceful1979
@jais_george
@aheartforafrica
@laolurg
@ettelecom