worldbank, Twitter, 1/21/2021 7:41:41 PM, 246174


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worldbank_2021-01-21_05-25-33.xlsx
worldbank_2021-01-21_05-25-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2021
Short Description:
worldbank via NodeXL https://bit.ly/39UeWd6
@worldbank
@bancomundial
@mastercardfdn
@timexcludeduk
@wbg_climate
@anurag_office
@banquemondiale
@berkozler12
@japamahatma
@wbg_finance

Top hashtags:
#covid19
#pmcbankcrisis
#climatechange
#moratorium
#worldbank
#nigeria

Description:
Description
The graph represents a network of 7,076 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, 21 January 2021 at 13:35 UTC.

The requested start date was Thursday, 21 January 2021 at 01:01 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 3-day, 10-hour, 18-minute period from Sunday, 17 January 2021 at 14:42 UTC to Thursday, 21 January 2021 at 01:00 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 : 7076
Unique Edges : 9208
Edges With Duplicates : 31184
Total Edges : 40392
Number of Edge Types : 5
Replies to : 1037
Mentions : 14201
Retweet : 5211
MentionsInRetweet : 19221
Tweet : 722
Self-Loops : 848
Reciprocated Vertex Pair Ratio : 0.0150288268445942
Reciprocated Edge Ratio : 0.0296126108877401
Connected Components : 383
Single-Vertex Connected Components : 154
Maximum Vertices in a Connected Component : 5776
Maximum Edges in a Connected Component : 38426
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.513627
Graph Density : 0.000312987513657873
Modularity : 0.328393
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 7,076 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, 21 January 2021 at 13:35 UTC.

The requested start date was Thursday, 21 January 2021 at 01:01 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 3-day, 10-hour, 18-minute period from Sunday, 17 January 2021 at 14:42 UTC to Thursday, 21 January 2021 at 01:00 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:
[34] http://documents1.worldbank.org/curated/en/993371585947965984/pdf/World-COVID-19-Strategic-Preparedness-and-Response-Project.pdf
[28] https://blogs.worldbank.org/governance/wealth-tax-address-five-global-disruptions
[19] https://live.worldbank.org/women-leading-the-way
[19] https://www.globalevaluationinitiative.org/gei-events/gei-launch-event-south-asia
[16] https://www.worldbank.org/en/news/feature/2020/12/01/a-more-accessible-and-sustainable-world-a-disability-inclusive-response-to-covid-19?cid=ECR_TT_worldbank_EN_EXT
[16] https://www.worldbank.org/en/topic/socialprotection/publication/exploring-universal-basic-income-a-guide-to-navigating-concepts-evidence-and-practices
[14] https://documents.worldbank.org/en/publication/documents-reports/documentdetail/235541600116631094/enhancing-government-effectiveness-and-transparency-the-fight-against-corruption?cid=gov_tt_gov_en_ext
[13] https://blogs.worldbank.org/nasikiliza/mozambique-building-trust-through-land-rights?cid=ECR_TT_worldbank_EN_EXT
[13] https://twitter.com/WorldBank/status/1350941051624828933
[11] https://www.ncr-iran.org/en/ncri-statements/iran-coronavirus-death-toll-in-478-cities-exceeds-202600/

Top URLs in Tweet in G1:
[19] https://live.worldbank.org/women-leading-the-way
[16] https://www.worldbank.org/en/news/feature/2020/12/01/a-more-accessible-and-sustainable-world-a-disability-inclusive-response-to-covid-19?cid=ECR_TT_worldbank_EN_EXT
[11] https://blogs.worldbank.org/nasikiliza/mozambique-building-trust-through-land-rights?cid=ECR_TT_worldbank_EN_EXT
[9] https://euronews.al/en/economy/2021/01/19/the-earthquake-and-the-pandemic-sent-albania-eight-years-backwards-says-world-bank
[7] http://wrld.bg/MOav30rt04T
[6] https://blogs.worldbank.org/opendata/updated-estimates-impact-covid-19-global-poverty-looking-back-2020-and-outlook-2021
[6] https://blogs.worldbank.org/voices/its-time-we-invest-healthy-food-systems-safer-world
[6] https://www.gzeromedia.com/gzero-world-with-ian-bremmer/do-the-global-poor-have-a-champion-in-the-world-bank
[5] https://blogs.worldbank.org/voices/tell-us-how-we-can-help-children-everywhere-learn-take-part-world-bank-financial-times-blog-writing-competition?cid=ECR_TT_worldbank_EN_EXT
[5] https://blogs.worldbank.org/health/windy-journey-medical-education-vietnam

Top URLs in Tweet in G2:
[11] https://www.ncr-iran.org/en/ncri-statements/iran-coronavirus-death-toll-in-478-cities-exceeds-202600/
[9] https://ncr-iran.org/en/ncri-statements/terrorism-fundamentalism/iran-mesbahi-a-member-of-the-assembly-of-experts-and-the-expediency-discernment-council-admits-to-an-80-billion-annual-money-laundering-scheme/
[8] https://english.mojahedin.org/i/iran-poverty-misery-20210118
[4] https://thediplomat.com/2016/09/how-the-un-failed-west-papua/
[3] https://www.covid19platform.tradeeconomics.com/
[2] https://www.ft.com/content/0c4c9fe9-942e-4325-85cf-8b3b2cfa46ce
[2] https://teachertaskforce.org/knowledge-hub/2020-world-teachers-day-fact-sheet
[2] https://twitter.com/EAfricanist/status/1350958064954974222
[1] https://twitter.com/jvi_vienna/status/1351092642839490566
[1] https://www.imf.org/en/Capacity-Development/Training/ICDTC/Schedule/OL/2021/MTDSXOL21-13

Top URLs in Tweet in G3:
[6] https://twitter.com/nexus_bank/status/1280492749318307840?s=20
[3] https://blogs.worldbank.org/endpovertyinsouthasia/little-little-india-restores-its-lost-mangroves?cid=sar_tt_india_en_ext
[1] https://twitter.com/sunnyfernandes/status/1350296431744016387
[1] https://twitter.com/sunnyfernandes/status/1350292508912173060
[1] https://twitter.com/sunnyfernandes/status/1350168914706092033
[1] https://twitter.com/sunnyfernandes/status/1350053861369683970
[1] https://twitter.com/sunnyfernandes/status/1350361269887397890
[1] https://twitter.com/sunnyfernandes/status/1349299682946605057
[1] https://twitter.com/sunnyfernandes/status/1347836540060225536
[1] https://twitter.com/sunnyfernandes/status/1347918430154878979

Top URLs in Tweet in G4:
[4] https://blogs.worldbank.org/es/voces/crear-corredores-de-crecimiento-traves-del-sahel-y-otras-regiones?cid=ECR_TT_worldbank_ES_EXT
[4] https://blogs.worldbank.org/es/voces/nuestra-labor-en-2020-y-los-desafios-que-nos-esperan-en-2021?cid=ECR_TT_worldbank_ES_EXT
[4] https://blogs.worldbank.org/es/opendata/atlas-de-los-objetivos-de-desarrollo-sostenible-2020-historias-y-conocimientos-presentados?cid=ECR_TT_worldbank_ES_EXT
[3] https://blogs.worldbank.org/es/voices/lo-que-la-covid-19-puede-significar-para-la-desigualdad-en-los-paises-en-desarrollo?cid=ECR_TT_worldbank_ES_EXT
[3] https://www.worldbank.org/en/region/lac/brief/knowledge-covid-19-response?cid=lac_tt_caribbean_en_ext
[3] https://blogs.worldbank.org/es/latinamerica/paises-de-la-alianza-del-pacifico-analizan-el-impacto-de-los-riesgos?cid=lac_tt_wblac_es_ext
[2] https://www.worldbank.org/en/events/2021/01/12/webinar-climate-smart-recovery-can-boost-growth-and-jobs-in-lac?cid=lac_tt_caribbean_en_ext
[2] https://blogs.worldbank.org/es/voces/las-perspectivas-economicas-mundiales-en-cinco-graficos
[2] https://blogs.worldbank.org/es/voces/las-perspectivas-economicas-mundiales-en-cinco-graficos?CID=WBW_AL_BlogNotification_ES_EXT?cid=SHR_BlogSiteShare_ES_EXT
[2] https://blogs.worldbank.org/es/voces/crear-corredores-de-crecimiento-traves-del-sahel-y-otras-regiones?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM90785?cid=SHR_BlogSiteShare_ES_EXT

Top URLs in Tweet in G5:
[3] https://blogs.worldbank.org/climatechange/147-billion-people-face-flood-risk-worldwide-over-third-it-could-be-devastating?cid=ccg_tt_climatechange_en_ext
[2] http://wrld.bg/1OgJ50D6BuQ
[2] https://blogs.worldbank.org/voices/why-we-need-invest-conflict-resolution-better-biodiversity-outcomes
[2] https://www.worldbank.org/en/events/2021/01/12/webinar-climate-smart-recovery-can-boost-growth-and-jobs-in-lac?cid=ccg_tt_climatechange_en_ext
[2] https://www.worldbank.org/en/news/feature/2020/09/19/changing-the-game-for-a-greener-future?cid=ccg_tt_climatechange_en_ext
[1] https://bit.ly/3ooij23
[1] http://wrld.bg/pcXp50D6nnR?cid=env_tt_environment_en_ext
[1] https://www.worldbank.org/en/news/feature/2020/09/25/unlocking-private-finance-for-nature
[1] https://blogs.worldbank.org/eastasiapacific/indonesia-enhancing-urban-flood-resilience-investments-healthy-and-green-multi?cid=env_tt_environment_en_ext
[1] http://wrld.bg/PXgA50DdytV?cid=env_tt_environment_en_ext

Top URLs in Tweet in G6:
[3] https://inews.co.uk/news/four-more-die-as-forgotten-three-million-excluded-from-covid-19-financial-package-832315
[2] https://www.express.co.uk/finance/personalfinance/1386223/seiss-uk-rishi-sunak-court-eligibility-rules
[1] https://twitter.com/EstherMcVey1/status/1352015169703079944?s=19
[1] https://metro.co.uk/2021/01/19/man-shielding-alone-goes-weeks-without-speaking-to-anyone-and-just-wants-a-hug-13930129/amp/?__twitter_impression=true
[1] https://twitter.com/Stephen_Liddell/status/1351617311631937536?s=19
[1] https://inews.co.uk/news/four-more-die-as-forgotten-three-million-excluded-from-covid-19-financial-package-832315?ito=twitter_share_article-top
[1] https://twitter.com/marcorobinson7/status/1350449985456844800?s=19
[1] https://twitter.com/PeterStefanovi2/status/1350356792891596803?s=19
[1] https://www.yorkshirepost.co.uk/business/chancellor-must-meet-excludeduk-find-humane-route-out-crisis-greg-wright-3044085?__twitter_impression=true
[1] https://www.leaderlive.co.uk/news/19022254.covid-exludeduk-calls-parity-3million-left-fall-cracks-government-support/

Top URLs in Tweet in G7:
[6] https://blogs.worldbank.org/education/considering-adaptive-learning-system-roadmap-policymakers
[4] https://twitter.com/WorldBank/status/1350941051624828933
[4] https://mailchi.mp/84c250803e8b/afreximbanks-new-intra-africa-trade-an-ideal-price-for-coffee-chinese-firm-hits-jackpot-in-us-market-patriotism-and-profit-part-vi-and-more-4856274#feature3_nov20_tt
[3] https://twitter.com/WorldBank/status/1351077065135685634
[3] https://www.worldbank.org/en/news/feature/2021/01/05/global-economic-prospects
[2] http://documents1.worldbank.org/curated/en/993371585947965984/pdf/World-COVID-19-Strategic-Preparedness-and-Response-Project.pdf
[2] https://twitter.com/worldbank/status/1350850653296484352
[2] https://www.worldbank.org/en/about/careers/programs-and-internships/internship
[2] https://blogs.worldbank.org/es/latinamerica/como-financiar-las-ciudades-colombianas-en-tiempos-de-covid-19?cid=lac_tt_wblac_es_ext
[2] https://blogs.worldbank.org/edutech/matthew-effect-educational-technology

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=qnYq7XNlucs&feature=youtu.be

[1] https://twitter.com/bbjstar4/status/1351505327011803136?s=21

Top URLs in Tweet in G10:
[1] https://www.india.com/opinion/china-pakistan-economic-corridor-cpec-why-china-invested-in-pakistan-4341421/
[1] https://www.legacy.com/obituaries/lsj/obituary.aspx?n=bruce-a-scott&pid=162466299&fhid=2757&utm_source=facebook&utm_medium=social&utm_campaign=obitshareamp&utm_content=p162466299
[1] https://twitter.com/AmbLiuQuan/status/1350490661108277250
[1] https://www.youtube.com/watch?v=HBVitURUJlM&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[1156] worldbank.org
[276] twitter.com
[121] wrld.bg
[21] ncr-iran.org
[21] google.com
[20] globalevaluationinitiative.org
[14] co.uk
[13] linkedin.com
[12] youtube.com
[10] reuters.com

Top Domains in Tweet in G1:
[422] worldbank.org
[87] wrld.bg
[56] twitter.com
[9] gzeromedia.com
[9] euronews.al
[6] brinknews.com
[4] youtube.com
[3] cgiar.org
[3] ifc.org
[3] reliefweb.int

Top Domains in Tweet in G2:
[49] twitter.com
[20] ncr-iran.org
[8] mojahedin.org
[6] worldbank.org
[4] thediplomat.com
[3] imf.org
[3] ft.com
[3] tradeeconomics.com
[2] hundred.org
[2] teachertaskforce.org

Top Domains in Tweet in G3:
[43] twitter.com
[7] worldbank.org
[1] marathiebatmya.com
[1] hpatrinos.com
[1] crs.how

Top Domains in Tweet in G4:
[69] worldbank.org
[3] twitter.com
[2] wrld.bg

Top Domains in Tweet in G5:
[23] worldbank.org
[11] wrld.bg
[3] twitter.com
[1] bit.ly
[1] webex.com
[1] voxdev.org
[1] unctad.org

Top Domains in Tweet in G6:
[12] co.uk
[9] twitter.com
[1] theguardian.com
[1] thenational.scot
[1] yourmoney.com
[1] bbc.com
[1] bloomberg.com

Top Domains in Tweet in G7:
[102] worldbank.org
[31] twitter.com
[12] google.com
[4] mailchi.mp
[4] linkedin.com
[2] wrld.bg
[2] mapsofworld.com
[2] inzynieria.com
[1] eturbonews.com
[1] adb.org

Top Domains in Tweet in G8:
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] india.com
[1] legacy.com
[1] twitter.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[703] covid19
[222] pmcbankcrisis
[144] climatechange
[120] moratorium
[96] worldbank
[95] nigeria
[74] india
[67] wbgep2021
[53] africa
[51] pandemic



Top Hashtags in Tweet in G1:
[456] covid19
[113] climatechange
[55] wbgep2021
[50] nigeria
[47] pandemic
[44] resilience
[43] frontlinewomen
[38] africa
[25] ghana
[24] socialsafetynet

Top Hashtags in Tweet in G2:
[32] iran
[22] annualpressconf
[22] eib
[22] gas
[21] corruption
[19] india
[13] waterandbeyond
[13] covid19
[11] coronavirus
[10] solar

Top Hashtags in Tweet in G3:
[222] pmcbankcrisis
[120] moratorium
[46] speakupforteqipfaculties
[34] dhflscam
[29] sushantsinghrajput
[19] pmcbankscam
[18] pmcbankdepositors
[5] india
[5] moratoriumextension
[3] indiaroadsafety

Top Hashtags in Tweet in G4:
[27] covid19
[14] inundaciones
[14] sequías
[11] alc
[8] quéescondeelpresidente
[5] bancomundial
[5] rethinkthefuture
[5] desarrollo
[4] ods
[3] leer

Top Hashtags in Tweet in G5:
[26] covid19
[17] mangroves
[14] climatechange
[9] opencities
[9] zanzibar
[9] data
[6] climateaction
[6] idai
[6] zimbabwe
[5] humanwildlifeconflict

Top Hashtags in Tweet in G6:
[43] excludeduk
[5] princecharles
[5] buildbackbetter
[5] soros
[5] wef
[1] nomoresuicides
[1] peoplebeforepolitics
[1] un
[1] worldbank

Top Hashtags in Tweet in G7:
[34] worldbank
[8] education
[6] afcfta
[6] invest
[6] investor
[5] imf
[4] covid19
[4] africa
[4] unleashafrica
[4] nigeria

Top Hashtags in Tweet in G8:
[2] entrepreneurship
[1] youngafricaworks

Top Hashtags in Tweet in G10:
[1] chinese
[1] pakistani
[1] cpec
[1] srilanka
[1] nepal
[1] bangladesh
[1] lahorehighcourt
[1] pakistanarmy
[1] china
[1] pakistan

Top Words
Top Words in Tweet in Entire Graph:
[2935] worldbank
[1206] pmoindia
[1167] rbi
[1107] finminindia
[1099] narendramodi
[948] nsitharaman
[911] fayedsouza
[885] abpnews
[883] icj_asia
[880] sunnyfernandes

Top Words in Tweet in G1:
[1428] worldbank
[456] #covid19
[351] countries
[286] more
[256] pandemic
[243] global
[241] effects
[188] world
[184] 19
[161] poverty

Top Words in Tweet in G2:
[487] worldbank
[284] imfnews
[235] afdb_group
[176] kagutamuseveni
[155] igguganda
[155] bou_official
[154] rebeccakadagaug
[154] pta_bank
[153] aselassie
[150] fmo_development

Top Words in Tweet in G3:
[1185] pmoindia
[1163] rbi
[1103] finminindia
[1087] narendramodi
[948] nsitharaman
[910] fayedsouza
[884] abpnews
[883] icj_asia
[880] sunnyfernandes
[856] mumbaimirror

Top Words in Tweet in G4:
[127] bancomundial
[37] mundial
[30] desarrollo
[29] 19
[29] pandemia
[28] covid
[27] #covid19
[25] climate
[23] estimaciones
[23] bancomundiallac

Top Words in Tweet in G5:
[70] wbg_climate
[45] worldbank
[45] secretary_mohua
[40] more
[40] dharwad
[38] bus
[37] transit
[37] award
[36] congratulations
[36] hubli

Top Words in Tweet in G6:
[316] sirgrahambrady
[316] charleswalkermp
[316] bobblackman
[316] sheryllmurray
[292] timexcludeduk
[265] pbottomleymp
[256] william_wragg
[159] 10downingstreet
[146] joebiden
[125] valleyviewlodg1

Top Words in Tweet in G7:
[34] #worldbank
[27] world
[23] bank
[14] 2021
[13] covid
[13] worldbank
[12] pandemic
[12] africa
[11] 19
[11] 2020

Top Words in Tweet in G8:
[228] million
[130] mastercardfdn
[120] according
[117] youth
[115] jobs
[114] between
[114] 10
[114] 12
[114] african
[114] enter

Top Words in Tweet in G9:
[135] today
[135] remember
[135] egyptian
[135] bread
[135] uprising
[135] 1977
[135] carried
[135] outby
[135] hundreds
[135] thousands

Top Words in Tweet in G10:
[14] worldbank
[7] pontifex
[6] pmoindia
[6] royalfamily
[5] kingsalman
[5] netanyahu
[5] merge
[5] dalailama
[4] alsisiofficial
[4] khamenei_ir

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[947] pmoindia,rbi
[918] narendramodi,pmoindia
[910] rbi,finminindia
[910] finminindia,nsitharaman
[910] nsitharaman,fayedsouza
[872] sunnyfernandes,narendramodi
[864] icj_asia,abpnews
[837] abpnews,mumbaimirror
[707] fayedsouza,icj_asia
[317] sirgrahambrady,charleswalkermp

Top Word Pairs in Tweet in G1:
[146] covid,19
[114] income,countries
[104] lower,income
[100] everyone,experience
[100] experience,effects
[100] effects,#climatechange
[100] #climatechange,effects
[100] effects,felt
[100] felt,equally
[100] equally,lower

Top Word Pairs in Tweet in G2:
[179] imfnews,worldbank
[154] igguganda,rebeccakadagaug
[154] rebeccakadagaug,bou_official
[154] afdb_group,pta_bank
[153] bou_official,aselassie
[153] aselassie,afdb_group
[152] worldbank,kagutamuseveni
[152] kagutamuseveni,igguganda
[150] pta_bank,fmo_development
[78] green,wall

Top Word Pairs in Tweet in G3:
[947] pmoindia,rbi
[917] narendramodi,pmoindia
[910] rbi,finminindia
[910] finminindia,nsitharaman
[910] nsitharaman,fayedsouza
[872] sunnyfernandes,narendramodi
[864] icj_asia,abpnews
[837] abpnews,mumbaimirror
[707] fayedsouza,icj_asia
[273] bhatsunils,sunnyfernandes

Top Word Pairs in Tweet in G4:
[28] covid,19
[20] probable,estimaciones
[20] estimaciones,históricas
[20] históricas,subestimen
[20] subestimen,posibles
[20] posibles,efectos
[20] efectos,largo
[20] largo,plazo
[20] plazo,covid
[19] cinco,gráficos

Top Word Pairs in Tweet in G5:
[36] hubli,dharwad
[36] dharwad,bus
[36] bus,rapid
[36] rapid,transit
[36] transit,system
[34] heartiest,congratulations
[34] congratulations,hubli
[34] system,winning
[34] winning,skoch
[34] skoch,gold

Top Word Pairs in Tweet in G6:
[316] sirgrahambrady,charleswalkermp
[316] charleswalkermp,bobblackman
[316] bobblackman,sheryllmurray
[265] sheryllmurray,pbottomleymp
[256] pbottomleymp,william_wragg
[157] william_wragg,10downingstreet
[146] 10downingstreet,joebiden
[128] timexcludeduk,sirgrahambrady
[115] valleyviewlodg1,sirgrahambrady
[106] joebiden,cn

Top Word Pairs in Tweet in G7:
[22] world,bank
[9] covid,19
[5] pandemic,change
[5] change,teach
[5] teach,children
[5] children,#education
[4] imf,world
[4] bank,group
[4] subscribe,free
[4] free,unleash

Top Word Pairs in Tweet in G8:
[114] between,10
[114] 10,12
[114] 12,million
[114] million,african
[114] african,youth
[114] youth,enter
[114] enter,workforce
[114] workforce,each
[114] each,year
[114] year,million

Top Word Pairs in Tweet in G9:
[135] today,remember
[135] remember,egyptian
[135] egyptian,bread
[135] bread,uprising
[135] uprising,1977
[135] 1977,carried
[135] carried,outby
[135] outby,hundreds
[135] hundreds,thousands
[135] thousands,lower

Top Word Pairs in Tweet in G10:
[4] alsisiofficial,pmoindia
[4] pmoindia,netanyahu
[4] netanyahu,khamenei_ir
[4] khamenei_ir,dalailama
[3] dalailama,pontifex
[3] pontifex,kingsalman
[3] kingsalman,basibozuk82
[3] basibozuk82,royalfamily
[3] wb_research,intlcrimcourt
[2] culture,care

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@sunnyfernandes
@imfnews
@narendramodi
@timexcludeduk
@teqipf
@sirgrahambrady
@anurag_office
@pmoindia
@steve_hanke

Top Replied-To in G1:
@worldbank
@ianbremmer
@gakhariagiorgi
@worldbankafrica
@nidakirmani
@ifc_org
@diop_wb
@davidmalpasswbg
@convolute_n
@adixon_wb

Top Replied-To in G2:
@imfnews
@who
@worldbank
@minpres
@ialenofficial
@narendramodi
@assaadrazzouk
@oneplanetsummit
@wef
@guay_jg

Top Replied-To in G3:
@sunnyfernandes
@narendramodi
@teqipf
@anurag_office
@hdfcbanknews
@abdullabawazir1
@axisbank
@pmoindia
@bhatsunils
@hdfc_bank

Top Replied-To in G4:
@perezmejia
@cf_jaramillo

Top Replied-To in G5:
@secretary_mohua
@nagabhushanb
@corazonamazonia
@theandreasnord
@unctad
@anandteerthr7

Top Replied-To in G6:
@timexcludeduk
@sirgrahambrady
@brucehenderson2
@valleyviewlodg1
@anitatravel1
@misanthro9e
@superhip83

Top Replied-To in G8:
@mastercardfdn
@unicefghana
@barcampghana

Top Replied-To in G10:
@kremlinrussia_e
@pmoindia
@narendramodi
@christ_will_iam

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@pmoindia
@finminindia
@rbi
@narendramodi
@nsitharaman
@fayedsouza
@icj_asia
@abpnews
@mumbaimirror

Top Mentioned in G1:
@worldbank
@davidmalpasswbg
@ifc_org
@worldbankafrica
@worldbanklive
@worldbankkenya
@ianbremmer
@joebiden
@kamalaharris
@worldbanksasia

Top Mentioned in G2:
@worldbank
@afdb_group
@imfnews
@kagutamuseveni
@igguganda
@bou_official
@rebeccakadagaug
@pta_bank
@aselassie
@fmo_development

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

Top Mentioned in G4:
@bancomundial
@bancomundiallac
@simoncoveney
@worldbank
@irish_aid
@wbcaribbean
@imcomx
@socialtic
@consejoconinai
@cpcred

Top Mentioned in G5:
@wbg_climate
@worldbank
@secretary_mohua
@thegef
@unctad
@melissafleming
@mohua_india
@airnews_dharwad
@pibkolkata
@ut_mohua

Top Mentioned in G6:
@charleswalkermp
@bobblackman
@sheryllmurray
@sirgrahambrady
@timexcludeduk
@pbottomleymp
@william_wragg
@10downingstreet
@joebiden
@valleyviewlodg1

Top Mentioned in G7:
@ubosieleh_co
@najeebsuhuyini
@unfpa_wcaro

Top Mentioned in G8:
@mastercardfdn
@worldbank
@gheduservice
@_ghsofficial
@uninghana
@nlinghana
@charlesabani
@canhcghana
@japan
@ghanatechlab

Top Mentioned in G9:
@nyeusi_waasi

Top Mentioned in G10:
@worldbank
@pontifex
@royalfamily
@kingsalman
@netanyahu
@pmoindia
@dalailama
@alsisiofficial
@khamenei_ir
@intlcrimcourt

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@alerttrade
@kompascom
@alllibertynews
@threadreaderapp
@republikaonline
@federicoalves
@sahelhkj
@chidambara09
@aepishere

Top Tweeters in G1:
@aepishere
@john1966olsen
@russelltim151
@johangreg
@maryalicebisho2
@88seattle61
@franceafrik
@citizentvkenya
@thouautumn
@dev_discourse

Top Tweeters in G2:
@kompascom
@republikaonline
@inquirerdotnet
@tempodotco
@abscbnnews
@cnnnews18
@ndtv
@rapplerdotcom
@dailymirror
@gmanews

Top Tweeters in G3:
@httweets
@hdfcbank_cares
@timesofindia
@theofficialsbi
@timesnow
@economictimes
@icicibank_care
@livemint
@arikgandhi
@abpnews

Top Tweeters in G4:
@federicoalves
@elmundosv
@eloycam2012
@prensagrafica
@elsalvadorcom
@afiscalistas
@cnnbusiness
@brianypaulbria1
@valdiviesojavi
@infopresidencia

Top Tweeters in G5:
@joshdacat
@agnesbookbinder
@hydwatch
@milleroval
@climatewed
@raghuynt
@joeyapril10497
@nagabhushanb
@agentsmith247
@juliofdrezende

Top Tweeters in G6:
@threadreaderapp
@princessofwails
@nbcnews
@cnnpolitics
@tonyrobinsonobe
@tina_tinalondon
@lbc
@abcpolitics
@piersmorgan
@rt_comercio

Top Tweeters in G7:
@eye_on_pakistan
@mapsofworld
@gfradelos
@4mrkw
@ronrics
@peaceful1979
@alantonelson
@shortorlong
@callmenyai
@westview_al

Top Tweeters in G8:
@yoitspboy
@bappayayaa
@khumomagetse
@bhulletgh
@raymonclaims202
@nkleshi
@sylv3r
@oghosa_gloria
@matthewidowu90
@auwal44

Top Tweeters in G9:
@godandthebear
@iambrighton1
@yoshiefuruhashi
@fanofyttears
@lesizmorekc
@shyzzlescope
@daidey
@cflx
@curlytere
@giri1478

Top Tweeters in G10:
@alllibertynews
@youranoncentral
@japamahatma
@dawn_com
@youranonnews
@vicenews
@aamaadmiparty
@bangaloremirror
@toibengaluru
@deeppopq


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