worldbank, Twitter, 9/24/2020 10:22:30 PM, 235929


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worldbank_2020-09-24_05-38-41.xlsx
worldbank_2020-09-24_05-38-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 24, 2020
Short Description:
worldbank via NodeXL https://bit.ly/330Qftm
@worldbank
@bancomundiallac
@wbg_climate
@who
@bancomundial
@zijnziek
@jaimesaavedra22
@davidhundeyin
@worldbankafrica
@the_lifeyouwant

Top hashtags:
#covid19
#pmcbankcrisis
#worldbank
#pmcbankscam
#women
#nigeria

Description:
Description
The graph represents a network of 7,505 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, 24 September 2020 at 12:52 UTC.

The requested start date was Thursday, 24 September 2020 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 3-day, 16-hour, 3-minute period from Sunday, 20 September 2020 at 07:51 UTC to Wednesday, 23 September 2020 at 23:55 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 : 7505
Unique Edges : 9014
Edges With Duplicates : 25121
Total Edges : 34135
Number of Edge Types : 5
Retweet : 5097
MentionsInRetweet : 16971
Mentions : 10389
Replies to : 893
Tweet : 785
Self-Loops : 873
Reciprocated Vertex Pair Ratio : 0.0177385065107627
Reciprocated Edge Ratio : 0.0348586722370912
Connected Components : 442
Single-Vertex Connected Components : 174
Maximum Vertices in a Connected Component : 6151
Maximum Edges in a Connected Component : 32241
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.795625
Graph Density : 0.000272011267541611
Modularity : 0.376677
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 7,505 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, 24 September 2020 at 12:52 UTC.

The requested start date was Thursday, 24 September 2020 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 3-day, 16-hour, 3-minute period from Sunday, 20 September 2020 at 07:51 UTC to Wednesday, 23 September 2020 at 23:55 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:
[42] http://pubdocs.worldbank.org/en/988751599654139713/UNICEF-2020-Child-Mortality-Report.pdf
[38] https://live.worldbank.org/enhancing-government-effectiveness-transparency-fight-against-corruption
[31] https://wits.worldbank.org/trade/comtrade/en/country/ALL/year/2018/tradeflow/Exports/partner/WLD/nomen/h5/product/300215
[25] https://web.archive.org/web/20200905210427if_/https://wits.worldbank.org/trade/comtrade/en/country/ALL/year/2017/tradeflow/Imports/partner/WLD/nomen/h5/product/300215
[17] https://www.worldbank.org/en/news/video/2020/09/16/Development-Podcast-Economic-Health-Check-with-President-Malpass-Chief-Economist-Reinhart?cid=ECR_TT_worldbank_EN_EXT
[15] https://www.worldbank.org/en/news/immersive-story/2020/09/08/5-years-of-climate-leadership-the-world-bank-groups-first-climate-action-plan?cid=ccg_tt_climatechange_en_ext
[15] https://openknowledge.worldbank.org/handle/10986/34432
[14] http://documents1.worldbank.org/curated/en/993371585947965984/pdf/World-COVID-19-Strategic-Preparedness-and-Response-Project.pdf
[14] https://blogs.worldbank.org/opendata/new-child-and-youth-mortality-estimates-show-dramatic-reductions-progress-threatened
[14] http://documents.worldbank.org/curated/en/235541600116631094/Enhancing-Government-Effectiveness-and-Transparency-The-Fight-Against-Corruption?cid=gov_tt_gov_en_ext

Top URLs in Tweet in G1:
[35] https://live.worldbank.org/enhancing-government-effectiveness-transparency-fight-against-corruption
[17] https://www.worldbank.org/en/news/video/2020/09/16/Development-Podcast-Economic-Health-Check-with-President-Malpass-Chief-Economist-Reinhart?cid=ECR_TT_worldbank_EN_EXT
[14] http://documents.worldbank.org/curated/en/235541600116631094/Enhancing-Government-Effectiveness-and-Transparency-The-Fight-Against-Corruption?cid=gov_tt_gov_en_ext
[14] https://www.worldbank.org/en/news/immersive-story/2020/09/08/5-years-of-climate-leadership-the-world-bank-groups-first-climate-action-plan?cid=ccg_tt_climatechange_en_ext
[13] https://open.spotify.com/episode/5dbrY7e6thLSPII5fNnsYZ?si=VBfiVDz-SCGi9cArPJ8lLA
[11] https://www.worldbank.org/en/news/immersive-story/2020/09/08/5-years-of-climate-leadership-the-world-bank-groups-first-climate-action-planhttps://www.worldbank.org/en/news/immersive-story/2020/09/08/5-years-of-climate-leadership-the-world-bank-groups-first-climate-action-plan?cid=ECR_TT_worldbank_EN_EXT
[10] https://blogs.worldbank.org/sustainablecities/reason-billions-cant-safely-shelter-home-housing?cid=ECR_TT_worldbank_EN_EXT?cid=SHR_BlogSiteShare_EN_EXT
[8] https://blogs.worldbank.org/education/getting-children-back-school-we-are-hurry?cid=SHR_BlogSiteShare_EN_EXT
[8] http://worldbank.org/en/news/press-release/2020/09/23/city-climate-finance-gap-fund-launches-to-support-climate-smart-urban-development
[8] https://app.box.com/s/nv6agjqlp7ad2tk2rrezgp1br4mnadgs

Top URLs in Tweet in G2:
[7] https://wits.worldbank.org/trade/comtrade/en/country/ALL/year/2018/tradeflow/Exports/partner/WLD/nomen/h5/product/902780
[4] https://bit.ly/2ZhREcA
[4] https://bit.ly/2Fcrd19
[3] https://www.worldbank.org/en/news/press-release/2020/09/16/pandemic-threatens-human-capital-gains-of-the-past-decade-new-report-says?CID=HCP_TT_HCPChamp2018%20_EN_EXT
[3] https://blogs.worldbank.org/health/obesity-and-covid-19-renewed-call-address-growing-crisis?cid=SHR_BlogSiteShare_EN_EXT
[3] https://twitter.com/RenHu2/status/1307615877232119808?s=20
[2] https://www.youtube.com/watch?v=YBoJbLrQmeM&feature=youtu.be

[2] https://twitter.com/gmh_upsa/status/1307360860998860800?s=20
[2] https://blogs.worldbank.org/opendata/new-child-and-youth-mortality-estimates-show-dramatic-reductions-progress-threatened
[2] https://www.worldbank.org/en/meetings/splash/annual/registration#sec4

Top URLs in Tweet in G3:
[10] https://blogs.worldbank.org/es/voces/en-la-lucha-contra-el-coronavirus-el-transporte-publico-deberia-ser-el-heroe-no-el-villano?cid=ECR_TT_worldbank_ES_EXT
[4] https://blogs.worldbank.org/es/voices/los-nuevos-pobres-son-diferentes-quienes-son-y-por-que-son-importantes?cid=ECR_TT_worldbank_ES_EXT
[3] https://blogs.worldbank.org/es/voces/preparar-las-cadenas-de-suministro-para-las-vacunas-contra-el-coronavirus?cid=ECR_TT_worldbank_ES_EXT
[3] https://blogs.worldbank.org/es/voces/el-coronavirus-refuerza-la-necesidad-de-un-transporte-sostenible?cid=ECR_TT_worldbank_ES_EXT
[3] https://blogs.worldbank.org/es/voices/los-nuevos-pobres-son-diferentes-quienes-son-y-por-que-son-importantes?cid=ECR_TT_worldbank_ES_EXT/?cid=EXT_WBBlogTweetableShare_D_EXT
[3] https://blogs.worldbank.org/es/voices/los-nuevos-pobres-son-diferentes-quienes-son-y-por-que-son-importantes?cid=SHR_BlogSiteShare_ES_EXT
[3] https://blogs.worldbank.org/es/voices/los-nuevos-pobres-son-diferentes-quienes-son-y-por-que-son-importantes?cid=ECR_TT_worldbank_ES_EXT?cid=SHR_BlogSiteShare_ES_EXT
[2] https://blogs.worldbank.org/es/latinamerica/la-geotermia-en-el-salvador-tiene-genero-femenino?cid=lac_tt_wblac_es_ext
[2] https://blogs.worldbank.org/es/voces/satisfacer-las-necesidades-sanitarias-de-las-personas-con-discapacidad-durante-la-crisis-de-coronavirus?cid=ECR_TT_worldbank_ES_EXT
[2] https://blogs.worldbank.org/es/datos/hablemos-de-la-licencia-de-paternidad?cid=ECR_TT_worldbank_ES_EXT

Top URLs in Tweet in G4:
[4] https://mumbaimirror.indiatimes.com/videos/mumbai/one-year-on-pmc-bank-depositors-are-still-fighting-for-their-hard-earned-money/videoshow/78233533.cms
[2] https://twitter.com/sunnyfernandes/status/1306797259527397376
[1] https://twitter.com/sunnyfernandes/status/1307178121783775234
[1] https://twitter.com/sunnyfernandes/status/1307010762674597888
[1] https://twitter.com/sunnyfernandes/status/1306900745749364736
[1] https://twitter.com/sunnyfernandes/status/1306874076166647809
[1] https://twitter.com/sunnyfernandes/status/1306828287021211648
[1] https://twitter.com/sunnyfernandes/status/1307352362051231744
[1] https://twitter.com/sunnyfernandes/status/1307354507509022720
[1] https://twitter.com/sunnyfernandes/status/1307525188355932161

Top URLs in Tweet in G5:
[7] https://blogs.worldbank.org/opendata/new-child-and-youth-mortality-estimates-show-dramatic-reductions-progress-threatened
[4] https://www.worldbank.org/en/news/press-release/2017/06/28/world-bank-launches-first-ever-pandemic-bonds-to-support-500-million-pandemic-emergency-financing-facility
[4] https://www.gf-accord.biz/
[4] https://cmun.it/e/bbj4il1/article/us-imf-worldbank-bndes-idUSKBN1WX1YJ?t=1572682697
[3] https://openknowledge.worldbank.org/handle/10986/34432
[3] https://www.worldbank.org/en/news/statement/2020/08/27/doing-business---data-irregularities-statement
[3] https://www.dandc.eu/en/article/even-during-global-pandemic-debt-relief-should-not-be-granted-across-board
[3] https://blogs.worldbank.org/sustainablecities/financing-climate-smart-urban-development-wake-covid-19
[2] https://blogs.worldbank.org/health/obesity-and-covid-19-renewed-call-address-growing-crisis
[2] https://blogs.worldbank.org/psd/will-smart-contracts-usher-new-wave-financial-inclusion

Top URLs in Tweet in G6:
[3] https://blogs.worldbank.org/education/getting-children-back-school-we-are-hurry?cid=SHR_BlogSiteShare_EN_EXT
[2] https://blogs.worldbank.org/es/voices/la-corrupcion-ha-evolucionado-y-lo-mismo-deberia-suceder-con-las-iniciativas-para-combatirla?cid=ECR_TT_worldbank_ES_EXT/?cid=EXT_WBBlogTweetableShare_D_EXT
[2] https://blogs.worldbank.org/education/getting-children-back-school-we-are-hurry
[2] https://www.unicef.org/documents/guidance-on-reopening-early-childhood-education-settings
[2] https://www.youtube.com/watch?v=OSDYveBbEJI&feature=youtu.be

[2] https://www.restorationweek.it/
[1] https://blogs.worldbank.org/es/education/lograr-que-los-ninos-vuelvan-la-escuela-tenemos-prisa?cid=SHR_BlogSiteShare_ES_EXT?cid=SHR_BlogSiteShare_ES_EXT
[1] https://blogs.worldbank.org/es/education/la-universalizacion-de-la-alfabetizacion-basica-como-lograr-que-todos-los-ninos-lean?cid=SHR_BlogSiteShare_ES_EXT
[1] http://pubdocs.worldbank.org/en/281371600700872821/Framework-for-Reopening-Schools-SEPTEMBER19.pdf
[1] https://openknowledge.worldbank.org/handle/10986/34432

Top URLs in Tweet in G7:
[4] https://standardsfacility.org/ephyto-webinar
[1] https://www.voanews.com/europe/three-women-final-five-wto-leadership-race
[1] https://unctad.org/en/pages/newsdetails.aspx?OriginalVersionID=2474
[1] https://icsid.worldbank.org/cases/case-database/case-detail?CaseNo=ARB/20/36

Top URLs in Tweet in G8:
[5] https://www.celebritynetworth.com/richest-politicians/presidents/paul-kagame-net-worth
[1] http://documents1.worldbank.org/curated/en/908721468307137337/pdf/901410NWP0Rwan0ug02402014000PUBLIC0.pdf
[1] https://twitter.com/DavidHundeyin/status/1308174662141083655

Top URLs in Tweet in G9:
[1] https://twitter.com/SanjayAzadSln/status/1308211579163303942

Top URLs in Tweet in G10:
[2] https://www.channelnewsasia.com/news/asia/cambodia-microfinance-debt-poverty-land-covid-19-13128622
[2] http://anorthumbrianabroad.blogspot.com/2018/09/mfi-micro-credit-can-increase-poverty.html#more
[2] https://twitter.com/LowrieJohn/status/1307996516213284865?s=20
[2] https://twitter.com/devex/status/1308058577978884097
[1] https://www.cls.fr/en/press/european-sustainable-development-weekds-indonesia-calls-on-european-expertise-in-space-to-optimize-marine-waste-collection/
[1] https://twitter.com/LowrieJohn/status/1292090136990277632?s=20
[1] https://thediplomat.com/2020/09/with-new-arrest-cambodias-permanent-crackdown-intensifies/
[1] https://asia.nikkei.com/Spotlight/Asia-Insight/Hun-Sen-cracks-down-on-Cambodia-s-slow-boiling-pot-of-dissent
[1] https://twitter.com/Jimboymil/status/1308423050938011653
[1] https://www.devex.com/news/inside-facebook-s-emerging-gender-data-efforts-96078

Top Domains
Top Domains in Tweet in Entire Graph:
[1365] worldbank.org
[265] twitter.com
[129] wrld.bg
[40] youtube.com
[38] archive.org
[26] box.com
[23] reuters.com
[19] linkedin.com
[16] spotify.com
[15] zoom.us

Top Domains in Tweet in G1:
[584] worldbank.org
[107] wrld.bg
[54] twitter.com
[26] box.com
[15] spotify.com
[9] youtube.com
[9] apple.com
[8] zoom.us
[6] surveymonkey.com
[4] africanbusinessmagazine.com

Top Domains in Tweet in G2:
[45] twitter.com
[31] worldbank.org
[8] youtube.com
[8] bit.ly
[2] wrld.bg
[2] africatembelea.com
[2] unfpa.org
[2] audiomack.com
[2] blogspot.com
[1] tdr-global.net

Top Domains in Tweet in G3:
[74] worldbank.org
[5] twitter.com
[2] wrld.bg
[1] sociabble.com
[1] cdnn23.com
[1] facebook.com
[1] linkedin.com
[1] goo.gl

Top Domains in Tweet in G4:
[38] twitter.com
[4] indiatimes.com
[2] worldbank.org
[1] youtube.com
[1] jagran.com

Top Domains in Tweet in G5:
[127] worldbank.org
[25] twitter.com
[8] linkedin.com
[4] gf-accord.biz
[4] cmun.it
[3] youtube.com
[3] dandc.eu
[2] archive.org
[2] tweetedtimes.com
[2] jobs.af

Top Domains in Tweet in G6:
[14] worldbank.org
[2] unicef.org
[2] youtube.com
[2] restorationweek.it
[1] twitter.com

Top Domains in Tweet in G7:
[4] standardsfacility.org
[1] voanews.com
[1] unctad.org
[1] worldbank.org

Top Domains in Tweet in G8:
[5] celebritynetworth.com
[1] worldbank.org
[1] twitter.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[7] twitter.com
[2] channelnewsasia.com
[2] blogspot.com
[1] cls.fr
[1] thediplomat.com
[1] nikkei.com
[1] devex.com
[1] humdata.org
[1] pdc.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[618] covid19
[301] pmcbankcrisis
[257] worldbank
[222] pmcbankscam
[118] women
[107] nigeria
[101] corruption
[79] endcorruption
[75] humancapital
[68] coronavirus



Top Hashtags in Tweet in G1:
[414] covid19
[100] corruption
[75] endcorruption
[60] uganda
[57] humancapital
[54] unitedagainstcorruption
[51] africa
[50] education
[49] dyk
[46] climateactionwbg

Top Hashtags in Tweet in G2:
[50] covid19
[32] iran
[20] iranprotests
[17] unga
[12] freeiran
[11] pandemic
[11] ncri
[10] mentor
[10] support
[10] showcase

Top Hashtags in Tweet in G3:
[23] amlat
[17] capitalhumano
[11] datosabiertos
[8] covid19
[6] repensarelfuturo
[3] bancomundial
[2] bancomundialchile
[2] humancapitalindex
[2] chile
[2] americalatina

Top Hashtags in Tweet in G4:
[300] pmcbankcrisis
[222] pmcbankscam
[43] pmcvictimsmatters
[14] rbi
[13] 1yearofpmcbankscam
[13] pmcvictimsmatter
[13] modifailsindia
[5] justiceforpmcvictims
[2] pmcbank
[2] pmcjusticecampaign

Top Hashtags in Tweet in G5:
[45] worldbank
[17] covid19
[11] imf
[7] vaccine
[7] qanon
[7] facemasks
[7] iceage
[7] reset
[4] ceo
[3] africa

Top Hashtags in Tweet in G6:
[17] covid19
[13] covid_19
[11] burundi
[3] salud
[3] educación
[3] ecw
[2] education
[1] capitalhumano
[1] humancapital
[1] health

Top Hashtags in Tweet in G7:
[102] nigeria
[100] women
[13] stdf
[10] covid19
[5] isds
[5] fossilfuel
[4] wtosps
[3] climatechange
[3] analysisbygerardnsengiyumva
[2] climate

Top Hashtags in Tweet in G8:
[9] rwandan
[9] kagame
[6] rwanda
[5] paulkagame
[1] vaibuzimu
[1] kidnapping
[1] drc
[1] mappingreport
[1] freerusesabagina

Top Hashtags in Tweet in G9:
[35] wetoo
[35] middleclasslivesmatters
[1] fraud
[1] liar

Top Hashtags in Tweet in G10:
[7] cambodia
[7] unga
[5] socialfinance
[5] devexevent
[4] wastecollection
[3] unga75
[2] mfis
[2] un75
[1] mfi
[1] hunsen

Top Words
Top Words in Tweet in Entire Graph:
[2782] worldbank
[1028] pmoindia
[922] nsitharaman
[875] rbi
[843] narendramodi
[785] finminindia
[759] abpnews
[754] fayedsouza
[748] mumbaimirror
[704] sunnyfernandes

Top Words in Tweet in G1:
[1477] worldbank
[414] #covid19
[288] countries
[285] more
[238] development
[222] global
[213] climate
[189] world
[179] human
[174] report

Top Words in Tweet in G2:
[277] worldbank
[92] imfnews
[77] global
[61] world
[56] tdr
[50] #covid19
[43] wbg_health
[41] time
[41] nytimes
[40] tdrnews

Top Words in Tweet in G3:
[180] bancomundiallac
[170] laboral
[155] salvador
[155] será
[154] clave
[150] ello
[148] niñez
[148] 50
[148] fuerza
[148] 2040

Top Words in Tweet in G4:
[994] pmoindia
[905] nsitharaman
[860] rbi
[826] narendramodi
[773] finminindia
[758] abpnews
[754] fayedsouza
[748] mumbaimirror
[704] sunnyfernandes
[534] mirrornow

Top Words in Tweet in G5:
[45] #worldbank
[25] covid
[24] 19
[22] world
[17] #covid19
[16] more
[15] countries
[15] bank
[13] pandemic
[12] 2020

Top Words in Tweet in G6:
[100] jaimesaavedra22
[93] aprender
[92] leer
[49] niños
[48] tenemos
[48] prisa
[48] algunos
[48] están
[48] viviendo
[48] experiencia

Top Words in Tweet in G7:
[159] wto
[128] helenclarknz
[106] time
[102] #nigeria's
[101] dg
[100] candidates
[100] position
[100] #women
[100] organisation
[100] never

Top Words in Tweet in G8:
[193] coltan
[124] rwanda
[97] exports
[96] never
[96] proven
[96] deposits
[96] records
[96] here's
[96] world
[96] bank

Top Words in Tweet in G9:
[69] lcai_support
[37] need
[35] #wetoo
[35] together
[35] basic
[35] rights
[35] #middleclasslivesmatters
[35] nikkhhiljethwa
[34] pmoindi
[20] worldbank

Top Words in Tweet in G10:
[25] worldbank
[9] devex
[8] mechdara1
[8] diplomat_apac
[8] avnish_g
[8] instiglioinc
[8] dia
[8] martin
[8] dfcgov
[8] charlottepetrig

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[797] narendramodi,pmoindia
[770] finminindia,nsitharaman
[759] pmoindia,rbi
[759] rbi,finminindia
[750] nsitharaman,fayedsouza
[746] abpnews,mumbaimirror
[696] sunnyfernandes,narendramodi
[534] mumbaimirror,mirrornow
[525] fayedsouza,abpnews
[352] world,bank

Top Word Pairs in Tweet in G1:
[159] human,capital
[103] capital,index
[93] world,bank
[78] climate,finance
[77] gap,fund
[76] government,effectiveness
[72] enhancing,government
[72] effectiveness,transparency
[64] #covid19,pandemic
[61] updated,human

Top Word Pairs in Tweet in G2:
[50] worldbank,imfnews
[45] tdr,global
[29] fteconomics,nytimes
[29] nytimes,washtimes
[29] washtimes,latimes
[29] latimes,time
[29] imfnews,wsj
[28] time,newsweek
[28] newsweek,statedeptspox
[28] statedeptspox,worldbank

Top Word Pairs in Tweet in G3:
[148] niñez,salvador
[148] salvador,será
[148] será,50
[148] 50,fuerza
[148] fuerza,laboral
[148] laboral,2040
[148] 2040,ello
[148] ello,clave
[148] clave,garantizar
[147] bancomundiallac,niñez

Top Word Pairs in Tweet in G4:
[795] narendramodi,pmoindia
[762] finminindia,nsitharaman
[759] pmoindia,rbi
[759] rbi,finminindia
[750] nsitharaman,fayedsouza
[746] abpnews,mumbaimirror
[696] sunnyfernandes,narendramodi
[534] mumbaimirror,mirrornow
[525] fayedsouza,abpnews
[221] fayedsouza,#pmcbankcrisis

Top Word Pairs in Tweet in G5:
[22] covid,19
[14] world,bank
[7] #vaccine,#imf
[7] #imf,#covid19
[7] #covid19,#qanon
[7] #qanon,#worldbank
[7] #worldbank,#facemasks
[7] #facemasks,#iceage
[7] #iceage,#reset
[5] dramatic,reductions

Top Word Pairs in Tweet in G6:
[48] tenemos,prisa
[48] prisa,algunos
[48] algunos,niños
[48] niños,están
[48] están,viviendo
[48] viviendo,experiencia
[48] experiencia,aprendizaje
[48] aprendizaje,remoto
[48] remoto,razonable
[48] razonable,muchos

Top Word Pairs in Tweet in G7:
[101] wto,dg
[100] candidates,wto
[100] dg,position
[100] position,#women
[100] #women,organisation
[100] organisation,never
[100] never,female
[100] female,leader
[100] leader,time
[100] time,#nigeria's

Top Word Pairs in Tweet in G8:
[97] coltan,exports
[96] rwanda,never
[96] never,proven
[96] proven,coltan
[96] coltan,deposits
[96] deposits,records
[96] records,coltan
[96] exports,here's
[96] here's,world
[96] world,bank

Top Word Pairs in Tweet in G9:
[35] #wetoo,together
[35] together,basic
[35] basic,rights
[35] rights,need
[35] need,#middleclasslivesmatters
[35] #middleclasslivesmatters,lcai_support
[35] lcai_support,nikkhhiljethwa
[34] lcai_support,#wetoo
[34] nikkhhiljethwa,pmoindi
[8] rohithiware,finminindia

Top Word Pairs in Tweet in G10:
[8] avnish_g,instiglioinc
[8] instiglioinc,dia
[8] dia,martin
[8] martin,dfcgov
[8] dfcgov,charlottepetrig
[8] charlottepetrig,unicef
[7] tutorcambodia,diplomat_apac
[7] diplomat_apac,lukeanthonyhunt
[7] worldbank,ifc
[7] hear,experts

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@sunnyfernandes
@narendramodi
@amitshah
@helenclarknz
@pmoindia
@un
@rohithiware
@bbhuttozardari
@moulidhujale

Top Replied-To in G1:
@worldbank
@davidmalpasswbg
@wbg_gov
@gulf_intel
@oppsforafricans
@samehnwahba
@wbg_cities
@joelhellman_sfs
@ghadafathiwaly
@mari_pangestu

Top Replied-To in G2:
@un
@mkserumaga
@worldbank
@johnmeara
@antonioguterres
@pmoindia
@bankofengland
@judedavid21
@syriza_gr
@realhaulegluck

Top Replied-To in G3:
@rbergoeingv
@hectorecastroj
@guadalu50826918
@alfredocollosa

Top Replied-To in G4:
@sunnyfernandes
@narendramodi
@amitshah
@pmoindia
@nitin_gadkari
@kapilmishra_ind
@authackeray
@inderbabrah
@rahulgandhi
@bhatsunils

Top Replied-To in G6:
@preciousebere
@seanmelbourne2

Top Replied-To in G7:
@helenclarknz
@ilo
@regsprecher

Top Replied-To in G8:
@theompoze
@gakenkedistrict
@bukeye5
@rusizidistrict
@saverwanda2

Top Replied-To in G9:
@rohithiware
@icicibank_care
@pmoindia

Top Replied-To in G10:
@unicef_ua
@pan_asia_pnh
@rainsysam
@commonsidc
@tutorcambodia
@lowriejohn
@nzherald

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

Top Mentioned in G1:
@worldbank
@unodc
@wbg_gov
@worldbankafrica
@davidmalpasswbg
@wbg_climate
@carmenmreinhart
@ifc_org
@ghadafathiwaly
@mari_pangestu

Top Mentioned in G2:
@worldbank
@imfnews
@un
@who
@wbg_health
@nytimes
@wbtanzania
@wsj
@imflive
@mkserumaga

Top Mentioned in G3:
@bancomundiallac
@bancomundial
@ecoanalitica
@bancomundialmx
@worldbank
@hectorecastroj
@lauragallegom
@virbrandon
@el_bid
@cf_jaramillo

Top Mentioned in G4:
@pmoindia
@nsitharaman
@rbi
@narendramodi
@finminindia
@abpnews
@fayedsouza
@mumbaimirror
@sunnyfernandes
@mirrornow

Top Mentioned in G5:
@babybeesobe
@pathsolutions

Top Mentioned in G6:
@jaimesaavedra22
@worldbank
@unicefeducation
@sanz_ismael
@unesco
@robertg_jenkins
@educannotwait
@ukinnigeria
@cheveningfcdo
@christenseninst

Top Mentioned in G7:
@wto
@helenclarknz
@worldbank
@noiweala
@aranchaglezlaya
@davidparkermp
@mfatnz
@ilo
@imfnews
@undesa

Top Mentioned in G8:
@davidhundeyin
@worldbank
@imfnews
@rpfinkotanyi
@theompoze
@bukeye5
@saverwanda2
@rwandalocalgov
@rwlivesmatter
@rwandademocrati

Top Mentioned in G9:
@lcai_support
@nikkhhiljethwa
@pmoindi
@worldbank
@pmoindia
@rashtrapatibhvn
@cnbc_awaaz
@jagograhakjago
@aajtak
@rbi

Top Mentioned in G10:
@worldbank
@devex
@mechdara1
@avnish_g
@instiglioinc
@dfcgov
@charlottepetrig
@unicef
@diplomat_apac
@lukeanthonyhunt

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@marcodacostafx
@peter_s_becks1
@federicoalves
@independent
@cnbctv18live
@nilimajumder
@john1966olsen
@cnnnews18
@femtech_

Top Tweeters in G1:
@dichristine
@femtech_
@diegodelunamx
@ken_crichlow
@al_maldives
@rt_himachal
@tzdiscovery
@bwolmers
@kwame_agyei
@hackneywick

Top Tweeters in G2:
@ndtv
@empressjx
@nigeriantribune
@chronolabscoop
@business
@reuters
@huffpost
@m_mrezamm
@thepainterflynn
@lastampa

Top Tweeters in G3:
@federicoalves
@loscobanosfish
@conchitasalud
@cucosoto
@culturasv
@oscarivanperez
@ana90790321
@sraclaus
@presidenciasv
@josean1509

Top Tweeters in G4:
@cnbctv18live
@cnnnews18
@indiatoday
@httweets
@timesofindia
@timesnow
@aajtak
@axisbanksupport
@fareedaasf
@republic

Top Tweeters in G5:
@journeyingdave
@peninsulaqatar
@gtlang74
@amritchhetrib
@prepaid_economy
@brecordernews
@socialchartered
@gfradelos
@clime_it
@dewi_darmawati

Top Tweeters in G6:
@aramirezsym
@jess49504626
@paz07088742
@geographerdc
@gonzavi
@paraujor
@elijahuwas
@ciberdoc
@dheysrios
@of_snp

Top Tweeters in G7:
@magarya
@visualpersist
@muchman16
@henshawkate
@toluogunlesi
@macilree
@nwammirinwankwo
@davelennonabc
@jonesdavidn
@franeb

Top Tweeters in G8:
@tenji95
@ovie52009
@cchukudebelu
@scartissue101
@frediecruze
@ovigho
@bendapp
@lagbajaseason
@matigary
@iamprince_n_dy

Top Tweeters in G9:
@hdfcbank_cares
@financialxpress
@rohithiware
@icicibank_care
@airnewsalerts
@nigeriainfofm
@mshiteshmohan
@zeebusiness
@cnbc_awaaz
@bajaj_finance

Top Tweeters in G10:
@channelnewsasia
@telegraph
@timeslive
@nytopinion
@nzherald
@nordicgeo
@nar
@diplomat_apac
@yahoonewsuk
@worldnetdaily


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