worldbank, Twitter, 5/12/2022 4:32:49 PM, 276164


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worldbank_2022-05-12_05-21-53.xlsx
worldbank_2022-05-12_05-21-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2022
Short Description:
worldbank via NodeXL https://bit.ly/3Mdjqxa
@worldbank
@bancomundial
@azuweyane
@wukrawifilla
@samibini14
@digperspectives
@crop_mx
@enzo_o18
@worldbankwater
@braincures

Top hashtags:
#ethiopia
#tigray
#ethiopian
#stopsponsoringouroppression
#worldbank
#uganda

Description:
Description
The graph represents a network of 5,750 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, 12 May 2022 at 12:28 UTC.

The requested start date was Thursday, 12 May 2022 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, 7-hour, 17-minute period from Monday, 09 May 2022 at 16:42 UTC to Thursday, 12 May 2022 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 : 5750
Unique Edges : 7416
Edges With Duplicates : 48896
Total Edges : 56312
Number of Edge Types : 5
Retweet : 5092
MentionsInRetweet : 14828
Mentions : 34444
Replies to : 1464
Tweet : 484
Self-Loops : 534
Reciprocated Vertex Pair Ratio : 0.0430591767401438
Reciprocated Edge Ratio : 0.0825632479927284
Connected Components : 292
Single-Vertex Connected Components : 130
Maximum Vertices in a Connected Component : 5043
Maximum Edges in a Connected Component : 55443
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.710382
Graph Density : 0.00039937380413985
Modularity : 0.196985
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,750 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, 12 May 2022 at 12:28 UTC.

The requested start date was Thursday, 12 May 2022 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, 7-hour, 17-minute period from Monday, 09 May 2022 at 16:42 UTC to Thursday, 12 May 2022 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:
[25] https://www.youtube.com/watch?v=6a8q7KWtV2k&feature=youtu.be

[16] https://blogs.worldbank.org/voices/return-global-inflation
[15] https://www.worldbank.org/en/news/press-release/2022/04/12/world-bank-supports-ethiopia-s-conflict-affected-communities-targets-over-five-million-people
[11] https://tigrayadey.com/
[10] https://www.worldbank.org/en/research/publication/improving-effective-coverage-in-health
[10] https://furtherafrica.com/2022/05/11/world-bank-committed-to-mozambique-budget-support/
[9] https://archive.ph/WdZWh
[9] https://www.worldbank.org/en/country/tanzania/publication/tanzania-can-do-more-to-protect-women-and-girls-by-urgently-addressing-gaps-in-efforts-to-combat-gender-based-violence#:~:text=DAR%20ES%20SALAAM%2C%20April%205,violence%20by%20an%20intimate%20partner
[8] https://www.worldbank.org/en/topic/extractiveindustries/publication/2022-global-gas-flaring-tracker-report
[7] https://www.worldbank.org/youthsummit

Top URLs in Tweet in G1:
[10] https://www.worldbank.org/en/research/publication/improving-effective-coverage-in-health
[9] https://archive.ph/WdZWh
[7] http://wrld.bg/CjB350J0MQX
[7] https://www.worldbank.org/youthsummit
[6] https://live.worldbank.org/sm22/investinpeople
[6] http://wrld.bg/iI3A50IZxKR
[5] https://www.worldbank.org/en/topic/extractiveindustries/publication/2022-global-gas-flaring-tracker-report?cid=ECR_TT_worldbank_EN_EXT
[5] http://wrld.bg/SktU50IZySn
[5] https://www.ifc.org/wps/wcm/connect/publications_ext_content/ifc_external_publication_site/publications_listing_page/cpsd-jamaica
[5] https://blogs.worldbank.org/voices/new-global-food-crisis-building?cid=SHR_BlogSiteShare_EN_EXT

Top URLs in Tweet in G2:
[15] https://www.worldbank.org/en/news/press-release/2022/04/12/world-bank-supports-ethiopia-s-conflict-affected-communities-targets-over-five-million-people
[10] https://tigrayadey.com/
[1] https://bit.ly/3v4Rg1s
[1] https://twitter.com/KjetilTronvoll/status/1524297003412467712
[1] https://trendsmena.com/economy/lebanon-small-multi-religious-mideast-country/
[1] https://www.msn.com/en-us/news/world/3800-metric-tons-of-food-blocked-from-reaching-tigray-world-food-bank-says/ar-AALHcV4
[1] https://twitter.com/Jairam_Ramesh/status/1524238007230169088

Top URLs in Tweet in G3:
[25] https://www.youtube.com/watch?v=6a8q7KWtV2k&feature=youtu.be

[3] https://twitter.com/GlobeNewsNet/status/1523435609431310336
[3] https://twitter.com/ProfKindeya/status/1523682250084077571
[2] https://www.worldbank.org/en/news/press-release/2022/04/01/lifting-800-million-people-out-of-poverty-new-report-looks-at-lessons-from-china-s-experience
[1] https://twitter.com/presrajapaksa/status/1523627066465288194
[1] https://tigrayadey.com/
[1] https://twitter.com/sarojpathi/status/1524440022425817088
[1] https://twitter.com/rasthiyaduwa/status/1523583829323427840
[1] https://twitter.com/welikumbura/status/1524281515009781760
[1] https://twitter.com/welikumbura/status/1524299666765975553

Top URLs in Tweet in G4:
[2] https://www.worldbank.org/en/topic/extractiveindustries/publication/2022-global-gas-flaring-tracker-report
[1] https://documents1.worldbank.org/curated/en/385921633981440615/pdf/Hacia-un-Sistema-de-Salud-Equitativo-y-Sostenible.pdf
[1] https://wbl.worldbank.org/es/wbl?cid=ECR_TT_worldbank_ES_EXT
[1] https://www.fratmat.info/article/220442/conomie/banque-mondiale/cohesion-sociale-bonne-gouvernance-covid19-la-banque-mondiale-octroie-un-pret-de-210-milliards-de-fcfa-a-la-cote-divoire
[1] https://projects.worldbank.org/en/projects-operations/procurement-detail/OP00174369
[1] https://www.worldbank.org/en/data/interactive/2021/04/19/domestic-debt-securities-heatmap
[1] https://www.afdb.org/en/news-and-events/west-africa-gets-ready-desertification-cop15-51427
[1] https://blogs.worldbank.org/es/voices/los-riesgos-de-la-deuda-privada-se-esconden-simple-vista?cid=ECR_TW_worldbank_ES_EXT?cid=SHR_BlogSiteShare_ES_EXT
[1] https://blogs.worldbank.org/es/voces/rapido-facil-eficaz-nuevo-sitio-banco-mundial-datos-sobre-pobreza-desigualdad?cid=ECR_TT_worldbank_ES_EXT/?cid=SHR_BlogSiteTweetable_ES_EXT
[1] https://blogs.worldbank.org/es/voices/estamos-preparados-para-la-oleada-de-crisis-de-la-deuda-que-se-aproxima?cid=ECR_FB_worldbank_ES_EXTP?cid=SHR_BlogSiteShare_ES_EXT

Top URLs in Tweet in G5:
[2] https://openwho.org/courses/EMRO-COVID-19-national-survey-package
[2] https://live.worldbank.org/events/quality-early-learning?cid=SHR_WBLSite_EN_EXT
[2] http://www.covax.se
[1] https://www.vertigopolitico.com/columnas/lourdes-mendoza/las-sumas-de-mancera?_amp=true
[1] https://www.lapalabradelcaribe.com/me-destrozaron-completamente-en-10-de-mayo-dice-madre-de-yesenia-periodista-asesinada-en-veracruz/181749/
[1] https://ifad.zoom.us/webinar/register/WN_WdF0z2StTVumNwIsANpXOQ#/registration
[1] https://mailchi.mp/74316f11a676/who-council-on-the-eh4a-april-2022?e=%5BUNIQID%5D
[1] https://www.bamradionetwork.com/track/removing-barriers-to-equity-five-lessons-every-school-leader-can-learn-by-listening-to-educators-around-the-globe/
[1] https://www.linkedin.com/pulse/united-nations-scandals-krzysztof-potempa/
[1] https://www.theguardian.com/global-development/2020/dec/22/sexual-harassment-at-un-on-the-back-burner-says-former-executive

Top URLs in Tweet in G6:
[2] https://aninews.in/news/world/asia/world-bank-expresses-grave-concern-over-perpetration-of-violence-in-sri-lanka20220510111235/
[1] https://www.worldbank.org/en/events/2022/04/26/international-conference-new-technologies-and-innovations-in-rural-roads
[1] http://wrld.bg/SktU50IZySn
[1] https://www.linkedin.com/posts/sharmashradha_indias-only-certified-compostable-sanitary-activity-6928604927665614848-db27?utm_source=linkedin_share&utm_medium=ios_app
[1] https://www.biovoicenews.com/abdm-aims-to-build-a-fully-digital-healthcare-system-dr-malti-jaswal/
[1] https://nextbillion.net/india-women-business-correspondents-viability-financial-inclusion/?utm_sq=h22klohqmx&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbnewseventsjobs
[1] https://twitter.com/fii_news/status/1524309297102192640
[1] https://www.abtakmedia.com/the-world-banks-tapi-riverfront-project-will-transform-surat/
[1] https://www.moneycontrol.com/news/trends/features/i-wrote-the-book-for-my-grandmother-and-shah-rukh-khan-as-my-target-readers-world-bank-economist-shrayana-bhattacharya-8471791.html
[1] https://twitter.com/ICICIBank/status/1522916032243183616

Top URLs in Tweet in G7:
[10] https://furtherafrica.com/2022/05/11/world-bank-committed-to-mozambique-budget-support/
[2] https://www.worldbank.org/en/news/press-release/2022/04/26/food-and-energy-price-shocks-from-ukraine-war
[2] https://blogs.worldbank.org/dev4peace/insect-and-hydroponic-farming-innovative-solution-africas-food-security-crisis-fragile
[1] https://documents1.worldbank.org/curated/en/493201582052636710/pdf/Elite-Capture-of-Foreign-Aid-Evidence-from-Offshore-Bank-Accounts.pdf
[1] https://www.drdatastats.com/ulkelere-gore-yasal-haklarin-gucu-endeksi-world-bank-strength-of-legal-rights-index-0weak-to-12strong/
[1] https://blogs.worldbank.org/voices/global-commodity-shock-without-parallel
[1] https://www.notice.com.ng/activate-19bn-fund-lake-chad-drying-up-8211-buhari-to-world-bank-afdb-others
[1] https://openknowledge.worldbank.org/handle/10986/29652
[1] https://academic.oup.com/qje/article-abstract/121/3/973/1917898
[1] https://www.worldbank.org/en/news/press-release/2021/06/10/philippines-mandanas-ruling-provides-opportunities-for-improving-service-delivery-through-enhanced-decentralization

Top URLs in Tweet in G8:
[3] https://us02web.zoom.us/j/89637715087?pwd=ejVwUlo5Mmw4VHdCK1ZWUGJGS0diQT09
[2] https://www.cgdev.org/publication/filling-gaping-hole-world-banks-global-poverty-measures-new-estimates-poverty-india
[1] https://www.nytimes.com/2022/05/11/world/europe/putin-russia-corruption.html?referringSource=articleShare
[1] https://www.youtube.com/watch?v=4jhu58LDI_g

[1] https://twitter.com/D4Dnetwork/status/1524390341943648257
[1] https://twitter.com/desjarlaisblake/status/1523785743113490432
[1] https://twitter.com/fairtaxcanada/status/1524037586611806210
[1] https://twitter.com/imfnews/status/1523504027710869504

Top URLs in Tweet in G9:
[5] https://en.m.wikipedia.org/wiki/Bancor
[1] https://amp.theguardian.com/commentisfree/2019/jan/31/world-bank-imf-bretton-woods-banking-keynes
[1] https://documents1.worldbank.org/curated/en/373781615365676101/pdf/Blockchain-Interoperability.pdf
[1] https://documents.worldbank.org/en/publication/documents-reports/documentdetail/373781615365676101/blockchain-interoperability
[1] https://www.quant.network/get-in-touch
[1] https://rb.gy/1gg74k
[1] https://store.dcentwallet.com/products/biometric-wallet-2x-package-utility-crypto-theory?utm_medium=affiliate&utm_source=UtilityCryptoTheory&utm_campaign=202201-UtilityCryptoTheory-Biometric-promo
[1] https://twitter.com/UtilityTheory/status/1481713075883585546?s=20
[1] https://twitter.com/UtilityTheory/status/1440880428085243904
[1] https://www.youtube.com/watch?v=Ggcmw7t1MaA


Top URLs in Tweet in G10:
[8] https://blogs.worldbank.org/voices/return-global-inflation
[2] https://www.c-span.org/video/?125611-1/god-freedom-banquet
[1] https://www.osservatoreromano.va/it/news/2022-05/quo-107/troppi-paesi-poveri-rischiano-il-default.html
[1] https://twitter.com/Clionautica/status/1524433702410854403
[1] https://www.youtube.com/watch?v=4OHGFL7GSGE&feature=share

[1] https://blogs.worldbank.org/voices/return-global-inflation?cid=SHR_BlogSiteShare_EN_EXT
[1] https://data.worldbank.org/indicator/DT.ODA.ALLD.CD

Top Domains
Top Domains in Tweet in Entire Graph:
[721] worldbank.org
[144] twitter.com
[83] wrld.bg
[41] youtube.com
[15] bit.ly
[14] zoom.us
[11] tigrayadey.com
[10] furtherafrica.com
[10] voxeu.org
[9] archive.ph

Top Domains in Tweet in G1:
[324] worldbank.org
[64] wrld.bg
[46] twitter.com
[10] voxeu.org
[9] archive.ph
[7] ifc.org
[4] zoom.us
[4] bit.ly
[4] environewsnigeria.com
[4] indiatimes.com

Top Domains in Tweet in G2:
[15] worldbank.org
[10] tigrayadey.com
[2] twitter.com
[1] bit.ly
[1] trendsmena.com
[1] msn.com

Top Domains in Tweet in G3:
[25] youtube.com
[24] twitter.com
[3] worldbank.org
[2] msn.com
[1] tigrayadey.com
[1] cnbc.com
[1] theguardian.com
[1] vanguardngr.com
[1] counterpunch.org

Top Domains in Tweet in G4:
[10] worldbank.org
[1] fratmat.info
[1] afdb.org

Top Domains in Tweet in G5:
[7] twitter.com
[2] openwho.org
[2] worldbank.org
[2] google.com
[2] covax.se
[1] vertigopolitico.com
[1] lapalabradelcaribe.com
[1] zoom.us
[1] mailchi.mp
[1] bamradionetwork.com

Top Domains in Tweet in G6:
[6] twitter.com
[3] aninews.in
[2] worldbank.org
[1] wrld.bg
[1] linkedin.com
[1] biovoicenews.com
[1] nextbillion.net
[1] abtakmedia.com
[1] moneycontrol.com

Top Domains in Tweet in G7:
[63] worldbank.org
[12] twitter.com
[10] furtherafrica.com
[3] com.pk
[3] brecorder.com
[2] linkedin.com
[2] youtube.com
[2] facebook.com
[1] drdatastats.com
[1] com.ng

Top Domains in Tweet in G8:
[4] twitter.com
[3] zoom.us
[2] cgdev.org
[1] nytimes.com
[1] youtube.com

Top Domains in Tweet in G9:
[5] wikipedia.org
[5] twitter.com
[2] worldbank.org
[2] youtube.com
[1] theguardian.com
[1] quant.network
[1] rb.gy
[1] dcentwallet.com

Top Domains in Tweet in G10:
[10] worldbank.org
[2] c-span.org
[1] osservatoreromano.va
[1] twitter.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1619] ethiopia
[1001] tigray
[357] ethiopian
[238] stopsponsoringouroppression
[178] worldbank
[126] uganda
[99] worldbankstopfundingtigraygenocide
[83] endtigraysiege
[80] ugandaisbleeding
[79] kunga



Top Hashtags in Tweet in G1:
[236] stopsponsoringouroppression
[54] covid19
[38] southasia
[37] maldives
[37] ugandaisbleeding
[31] kunga
[30] idahotb
[29] ukraine
[28] ethiopia
[27] investinpeople

Top Hashtags in Tweet in G2:
[1551] ethiopia
[964] tigray
[341] ethiopian
[96] worldbankstopfundingtigraygenocide
[67] endtigraysiege
[46] tigrayans
[13] hr6600
[13] s3199
[11] genocide
[7] eritrean

Top Hashtags in Tweet in G3:
[124] uganda
[76] endstateterroragainstoromo
[48] kunga
[43] ugandaisbleeding
[36] ethiopia
[28] endtortureinuganda
[28] freeallpoliticalprisoners
[27] tigray
[16] endtigraysiege
[13] riseupug

Top Hashtags in Tweet in G4:
[7] derechoslegales
[7] mujeres
[5] cop15
[1] costademarfil
[1] paru
[1] esconhechos
[1] caminoacero

Top Hashtags in Tweet in G5:
[13] covid19
[5] pfizer
[5] vaccine
[5] mali
[3] data
[3] economy4health
[3] sdgs
[3] foodsecurity
[3] cop27
[3] gpdrr2022

Top Hashtags in Tweet in G6:
[6] dyk
[6] pmgsy
[6] shahrukhkhan
[4] india
[4] worldbank
[3] bajajbimari
[3] tourism
[2] sundarbans
[2] investment
[2] missionkarmayogi

Top Hashtags in Tweet in G7:
[65] worldbank
[15] imf
[11] pakistan
[11] africa
[10] mozambique
[10] budgetsupport
[10] development
[10] economy
[4] srilanka
[4] economiccrisis

Top Hashtags in Tweet in G8:
[19] databarometer
[1] weaponizedhunger
[1] tigraysiege
[1] tigraygenocide
[1] state
[1] data
[1] world
[1] global
[1] crimeminister
[1] marchagainstlmportedgovt

Top Hashtags in Tweet in G9:
[5] dlt
[5] blockchain
[5] xdc
[4] mletr
[3] xrp
[3] interoperability
[3] tradefinance
[3] ddoc
[2] xrpcommunity
[2] xrpl

Top Hashtags in Tweet in G10:
[2] 11maggio
[2] jesus
[2] hakjahanmoon
[1] default
[1] tryagain
[1] liars
[1] blm
[1] biden
[1] blacklivesmatter
[1] americafirst

Top Words
Top Words in Tweet in Entire Graph:
[3051] worldbank
[1616] #ethiopia
[1435] singhrakeshku14
[1424] hisamuddink51
[1399] sudhirdevsharma
[1391] world
[1284] rajarajavira
[1260] nareshsharma107
[1256] hisamud47588796
[1211] jitendramanoha6

Top Words in Tweet in G1:
[1518] worldbank
[248] imfnews
[236] #stopsponsoringouroppression
[223] dictator
[202] more
[175] meet
[167] usaid
[165] countries
[163] funds
[162] support

Top Words in Tweet in G2:
[1551] #ethiopia
[982] world
[972] bank
[964] #tigray
[910] grant
[908] 300
[864] mil
[519] against
[488] war
[478] gov

Top Words in Tweet in G3:
[357] worldbank
[182] kagutamuseveni
[166] human
[161] rights
[149] hrw
[146] support
[146] war
[141] crimes
[138] statedept
[135] unhumanrights

Top Words in Tweet in G4:
[264] bancomundial
[243] sabían
[243] recomienda
[243] mancomunar
[243] recursos
[243] financieros
[243] salud
[243] cotizaciones
[243] nuestro
[243] caso

Top Words in Tweet in G5:
[53] worldbank
[19] fao
[18] unicef
[13] #covid19
[9] global
[9] unfccc
[9] rkyte365
[8] emmawatson
[8] themahirakhan
[8] victoriabeckham

Top Words in Tweet in G6:
[42] worldbank
[20] क
[16] pmoindia
[15] व
[15] worldbankindia
[13] श
[13] र
[13] india
[12] स
[12] over

Top Words in Tweet in G7:
[65] #worldbank
[31] world
[25] bank
[20] ર
[17] க
[15] #imf
[12] more
[11] economic
[11] #pakistan
[11] #africa

Top Words in Tweet in G8:
[23] anticorruption
[21] state
[21] world
[20] worldbank
[19] around
[19] global
[19] #databarometer
[18] data
[18] join
[18] today

Top Words in Tweet in G9:
[90] taigxrp
[89] digperspectives
[89] world
[86] instant
[86] future
[85] moving
[85] time
[85] settlement
[85] distant
[84] _xrp

Top Words in Tweet in G10:
[28] worldbank
[22] wef
[15] donaldjtrumpjr
[13] eucopresident
[13] anindyabakrie
[13] officialrcti
[13] bbmas
[13] chinarealtime
[13] indosiar
[13] trans7

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1122] world,bank
[987] hisamud47588796,nareshsharma107
[896] 300,mil
[896] mil,grant
[609] nareshsharma107,rajarajavira
[608] pinky717623862,ravimis37169884
[555] war,crimes
[526] potus,worldbank
[524] adiravia,hashmatruhul
[524] hashmatruhul,satanis43352136

Top Word Pairs in Tweet in G1:
[143] usaid,worldbank
[143] imfnews,usaid
[142] due,delay
[142] delay,govuganda
[142] govuganda,meet
[142] meet,agreed
[142] agreed,preferences
[142] preferences,borrowed
[142] borrowed,loans
[142] loans,risk

Top Word Pairs in Tweet in G2:
[971] world,bank
[864] 300,mil
[864] mil,grant
[475] grant,world
[445] bank,#ethiopia
[433] #ethiopia,against
[433] against,efforts
[433] efforts,bring
[433] bring,peace
[433] peace,stability

Top Word Pairs in Tweet in G3:
[160] human,rights
[138] war,crimes
[130] financial,support
[130] support,ethiopia
[130] ethiopia,means
[130] means,encouraging
[130] encouraging,lawlessness
[130] lawlessness,war
[130] crimes,inhumanity
[130] inhumanity,genocide

Top Word Pairs in Tweet in G4:
[243] sabían,bancomundial
[243] bancomundial,recomienda
[243] recomienda,mancomunar
[243] mancomunar,recursos
[243] recursos,financieros
[243] financieros,salud
[243] salud,cotizaciones
[243] cotizaciones,nuestro
[243] nuestro,caso
[242] gdominguez_,sabían

Top Word Pairs in Tweet in G5:
[10] worldbank,fao
[9] unfccc,rkyte365
[8] emmawatson,themahirakhan
[8] themahirakhan,victoriabeckham
[8] victoriabeckham,selenagomez
[8] rkyte365,worldbank
[7] selenagomez,shakira
[7] shakira,serenawilliams
[7] fao,aloksharma_rdg
[6] serenawilliams,priyankachopra

Top Word Pairs in Tweet in G6:
[8] worldbank,worldbankindia
[7] finminindia,nsitharaman
[6] व,श
[6] #dyk,india
[6] india,provided
[6] provided,weather
[6] weather,road
[6] road,connectivity
[6] connectivity,over
[6] over,160

Top Word Pairs in Tweet in G7:
[22] world,bank
[10] #imf,#worldbank
[10] #worldbank,committed
[10] committed,#mozambique
[10] #mozambique,#budgetsupport
[10] #budgetsupport,#africa
[10] #africa,#development
[10] #development,#economy
[4] according,world
[4] ર,વરફ

Top Word Pairs in Tweet in G8:
[18] state,data
[18] data,around
[18] around,world
[18] world,join
[18] join,today
[18] today,launch
[18] launch,global
[18] global,#databarometer
[18] #databarometer,learn
[18] learn,more

Top Word Pairs in Tweet in G9:
[85] world,moving
[85] moving,time
[85] time,instant
[85] instant,settlement
[85] settlement,distant
[85] distant,future
[85] future,taigxrp
[84] digperspectives,world
[84] taigxrp,_xrp
[18] quant_network,ripple

Top Word Pairs in Tweet in G10:
[17] wef,worldbank
[13] eucopresident,wef
[13] worldbank,anindyabakrie
[13] anindyabakrie,officialrcti
[13] bbmas,chinarealtime
[13] chinarealtime,donaldjtrumpjr
[13] donaldjtrumpjr,indosiar
[13] potus45,flotus45
[13] flotus45,princeharrybrf
[13] princeharrybrf,herusugiarta

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@sudhirdevsharma
@aj23004007
@jitendramanoha6
@worldbankafrica
@hisamuddink51
@singhrakeshku14
@sanjayp46456817
@amnesty
@vanguardafrica

Top Replied-To in G1:
@worldbank
@worldbankafrica
@kirilpetkov
@izuwi3
@davidmalpasswbg
@jonathan_croft
@iwant3rdwife
@dziedzommeg
@hartwigschafer
@bezmikaya7

Top Replied-To in G2:
@cabinetgarlic27
@titomboweni12
@markc_anderson
@magolepapago
@saskwiin
@vngalwana
@mebrahtuteka5
@rvasisht
@rgrynspan
@mrsunlawyer

Top Replied-To in G3:
@amnesty
@vanguardafrica
@dagensnyheter
@louise94622028
@secblinken
@worldbankafrica
@intlcrimcourt
@whoukraine
@adoniaayebare
@dailymonitor

Top Replied-To in G4:
@ngfederal

Top Replied-To in G5:
@unfccc
@seekdivinetruth
@un
@flora34921110
@worldbank
@justintrudeau
@jordanbpeterson
@yelesowore
@globalgoalsun
@actaccelerator

Top Replied-To in G6:
@nitiaayog
@worldbank
@cfruman
@sunnyfernandes
@lcai_support
@narendramodi
@dmdeoria
@korangiunit71
@bhupendrapbjp
@sandyxb

Top Replied-To in G8:
@pidepk
@javedhassan
@rimey_tig
@cmejan
@agurreamartinez
@openheroines
@d4dnetwork
@pramodkvarma

Top Replied-To in G9:
@quant_network
@digperspectives
@utilitytheory
@rulexrp

Top Replied-To in G10:
@eucopresident
@marshablackburn
@gop
@foxnews
@cashapp
@bitcoin
@nato
@business
@cnbc
@usintt

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@singhrakeshku14
@hisamuddink51
@sudhirdevsharma
@rajarajavira
@nareshsharma107
@hisamud47588796
@jitendramanoha6
@aj23004007
@pinky717623862

Top Mentioned in G1:
@worldbank
@imfnews
@usaid
@govuganda
@davidmalpasswbg
@suluhusamia
@euinug
@wbg_climate
@wbg_health
@hartwigschafer

Top Mentioned in G2:
@azuweyane
@wukrawifilla
@samibini14
@brhanlove3
@worldbank
@imfnews
@abrahamgebru5
@un_hrc
@secblinken
@josepborrellf

Top Mentioned in G3:
@worldbank
@kagutamuseveni
@hrw
@statedept
@unhumanrights
@intlcrimcourt
@cnn
@ukparliament
@bbcworld
@speakerpelosi

Top Mentioned in G4:
@bancomundial
@gdominguez_
@worldbank
@icexmulti
@infopresidencia
@gouv_ci
@mloterorobledo
@convencioncl
@afdb_group
@jmcapitanich

Top Mentioned in G5:
@worldbank
@who
@fao
@unicef
@un
@rkyte365
@emmawatson
@themahirakhan
@victoriabeckham
@selenagomez

Top Mentioned in G6:
@worldbank
@pmoindia
@worldbankindia
@rbi
@finminindia
@nsitharaman
@nitiaayog
@narendramodi
@moneycontrolcom
@idinsight

Top Mentioned in G7:
@ifimes

Top Mentioned in G8:
@anticorruption
@worldbank
@imf_pakistan
@cgdev
@imfnews
@deliaferreira
@muchiri
@joseph_in_md
@adb_hq
@opendatawatch

Top Mentioned in G9:
@taigxrp
@digperspectives
@_xrp
@worldbank
@ripple
@forteplatform
@quant_network
@itfaworldwide
@enigiotime
@finastra

Top Mentioned in G10:
@worldbank
@wef
@un
@donaldjtrumpjr
@who
@anindyabakrie
@officialrcti
@bbmas
@chinarealtime
@indosiar

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@jornalistavitor
@sectest9
@filafresh
@chidambara09
@ee
@hirogallery
@bdnews24
@independent
@cybersecurityn8

Top Tweeters in G1:
@filafresh
@ee
@hirogallery
@baarahk
@jfsebastian146
@dancas2
@nilimajumder
@costeslioneler
@saaadmalikk
@tzdiscovery

Top Tweeters in G2:
@mrsunlawyer
@gamarraya
@nigsti_tigray
@romhai_h
@great_tgray
@ferwinib
@kirosawitr
@kusuweyenti
@gebrihethg
@netsigual

Top Tweeters in G3:
@mcdonalds
@mariastsehai
@skynews
@bbcnews
@telegraph
@washingtonpost
@people
@abc
@usatoday
@cnn

Top Tweeters in G4:
@trigorosa
@repfederalchile
@michel778899
@marita_stappung
@juanhen44495017
@jasnamarin1
@pablotopo
@paradasmichel
@maria23236689
@sebinoo

Top Tweeters in G5:
@thesun
@foxnews
@rfi
@nacion
@k24tv
@monumentalcr
@chicagotribune
@telenoticias7
@proceso
@nordicgeo

Top Tweeters in G6:
@chidambara09
@bdnews24
@independent
@httweets
@indiatoday
@timesofindia
@aajtak
@nikhil_p_b
@economictimes
@ani

Top Tweeters in G7:
@news18guj
@bluebay700
@connectgujarat
@brecordernews
@soraazure
@notice_com_ng
@tarotsleepcoach
@jcaetanoleite
@falcon16920329
@boblaif

Top Tweeters in G8:
@nytimes
@lulex
@nadeemhaque
@engr_farooq_
@climatereality
@350
@27thletterrr
@adb_hq
@deliaferreira
@cgdev

Top Tweeters in G9:
@cryptoscoopog
@volvoman17
@chanakyaneeti77
@bitbit_ojin
@ccryptofinancee
@4140361_
@digperspectives
@rulexrp
@blackberryxrp
@blackpacificcap

Top Tweeters in G10:
@reuters
@business
@dcexaminer
@cnbc
@msnbc
@reutersbiz
@indosiar
@npr
@foxbusiness
@officialrcti


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