worldbank, Twitter, 9/16/2021 2:05:21 PM, 262191


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worldbank_2021-09-16_05-25-33.xlsx
worldbank_2021-09-16_05-25-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2021
Short Description:
worldbank via NodeXL https://bit.ly/3lsTlhv
@worldbank
@wbg_climate
@worldbankafrica
@bancomundial
@jialovedbyevery
@isoobapaul
@jovenobispo
@imfnews
@worldbankwater
@wbg_education

Top hashtags:
#climatechange
#ugandaisbleeding
#stopsponsoringouroppression

Description:
Description
The graph represents a network of 5,985 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, 16 September 2021 at 12:32 UTC.

The requested start date was Thursday, 16 September 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, 12-hour, 45-minute period from Monday, 13 September 2021 at 11:09 UTC to Wednesday, 15 September 2021 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 : 5985
Unique Edges : 6902
Edges With Duplicates : 23495
Total Edges : 30397
Number of Edge Types : 5
Retweet : 4310
MentionsInRetweet : 8513
Replies to : 2013
Mentions : 14976
Tweet : 585
Self-Loops : 723
Reciprocated Vertex Pair Ratio : 0.0180410102965766
Reciprocated Edge Ratio : 0.0354426002766252
Connected Components : 333
Single-Vertex Connected Components : 166
Maximum Vertices in a Connected Component : 5111
Maximum Edges in a Connected Component : 29156
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.224354
Graph Density : 0.00032300001340249
Modularity : 0.302472
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,985 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, 16 September 2021 at 12:32 UTC.

The requested start date was Thursday, 16 September 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, 12-hour, 45-minute period from Monday, 13 September 2021 at 11:09 UTC to Wednesday, 15 September 2021 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:
[44] https://openknowledge.worldbank.org/handle/10986/36248
[38] https://documents1.worldbank.org/curated/en/404501631120877904/pdf/Intervention-Size-and-Persistence.pdf
[35] https://www.worldbank.org/en/news/feature/2021/09/13/millions-on-the-move-in-their-own-countries-the-human-face-of-climate-change
[29] https://www.worldbank.org/en/news/press-release/2021/09/13/climate-change-could-force-216-million-people-to-migrate-within-their-own-countries-by-2050
[28] https://blogs.worldbank.org/africacan/program-based-budgeting-powering-zimbabwes-journey-improved-transparency-and?cid=afw_tt_wbafrica_en
[27] https://www.reuters.com/business/environment/climate-change-could-trigger-internal-migration-216-mln-people-world-bank-2021-09-13/
[20] https://www.worldbank.org/en/news/press-release/2021/09/13/climate-change-could-force-216-million-people-to-migrate-within-their-own-countries-by-2050?cid=SHR_SitesShareTT_EN_EXT
[19] https://www.worldbank.org/en/news/infographic/2021/09/13/groundswell-acting-on-internal-climate-migration?cid=ECR_TT_worldbank_EN_EXT
[14] https://live.worldbank.org/harnessing-technology-build-human-capital-south-asia
[11] https://www.worldbank.org/en/events/2021/10/08/civil-society-policy-forum

Top URLs in Tweet in G1:
[25] https://www.reuters.com/business/environment/climate-change-could-trigger-internal-migration-216-mln-people-world-bank-2021-09-13/
[16] https://www.worldbank.org/en/news/press-release/2021/09/13/climate-change-could-force-216-million-people-to-migrate-within-their-own-countries-by-2050?cid=SHR_SitesShareTT_EN_EXT
[14] https://www.worldbank.org/en/news/feature/2021/09/13/millions-on-the-move-in-their-own-countries-the-human-face-of-climate-change
[9] https://www.worldbank.org/en/news/infographic/2021/09/13/groundswell-acting-on-internal-climate-migration?cid=ECR_TT_worldbank_EN_EXT
[9] https://www.worldbank.org/en/news/feature/2021/09/13/millions-on-the-move-in-their-own-countries-the-human-face-of-climate-change?cid=SHR_SitesShareTT_EN_EXT
[9] https://www.nbcnews.com/science/environment/climate-change-trigger-migration-216-million-people-world-bank-warns-rcna1984
[7] https://www.worldbank.org/en/news/press-release/2021/09/13/climate-change-could-force-216-million-people-to-migrate-within-their-own-countries-by-2050
[6] https://twitter.com/alex_randall/status/1437425008763092997
[5] https://openknowledge.worldbank.org/handle/10986/36248
[4] https://www.worldbank.org/en/events/2021/09/16/govtech-maturity-index-the-state-of-digital-transformation-in-the-public-sector?cid=SHR_SitesShareTT_EN_EXT

Top URLs in Tweet in G2:
[28] https://blogs.worldbank.org/africacan/program-based-budgeting-powering-zimbabwes-journey-improved-transparency-and?cid=afw_tt_wbafrica_en
[14] https://live.worldbank.org/harnessing-technology-build-human-capital-south-asia
[10] https://www.worldbank.org/en/events/2021/09/15/at-your-service-the-promise-of-services-led-development?cid=fam_tt_financemarkets_en_ext
[9] https://blogs.worldbank.org/digital-development/how-5g-can-make-difference-education-challenges-and-next-steps
[8] https://www.worldbank.org/en/news/feature/2021/09/13/millions-on-the-move-in-their-own-countries-the-human-face-of-climate-change
[8] https://www.worldbank.org/en/news/press-release/2021/09/13/climate-change-could-force-216-million-people-to-migrate-within-their-own-countries-by-2050
[6] https://www.worldbank.org/en/events/2021/09/16/govtech-maturity-index-the-state-of-digital-transformation-in-the-public-sector?cid=gov_tt_gov_en_ext
[6] https://www.worldbank.org/en/events/2021/10/08/civil-society-policy-forum
[6] https://openknowledge.worldbank.org/handle/10986/35599
[6] https://bit.ly/3tv9giQ

Top URLs in Tweet in G3:
[7] https://democracyforirannews.wordpress.com/2021/09/13/irans-economic-crisis-irgc-gold-mafia/
[5] https://www.worldbank.org/en/news/infographic/2021/09/13/groundswell-acting-on-internal-climate-migration?cid=ECR_TT_worldbank_EN_EXT
[3] https://english.mojahedin.org/i/iran-economy-taxes-corruption-subsidies-20210911
[2] https://news.un.org/ru/story/2021/09/1409822
[2] https://www.worldbank.org/en/news/feature/2021/03/10/living-off-the-land-land-allocation-in-cambodia-provides-safety-net-to-workers-hit-by-covid-19?cid=ECR_TT_worldbank_EN_EXT_ChangingLives
[2] https://www.wsj.com/articles/u-n-gets-1-billion-for-afghan-relief-as-taliban-promise-access-for-aid-workers-11631559396
[1] https://www.worldbank.org/en/events/2021/10/08/civil-society-policy-forum
[1] https://www.worldbank.org/en/news/press-release/2021/09/09/the-world-bank-unicef-support-covid-19-vaccine-deployment-and-lifesaving-health-services-for-children-and-women
[1] https://www.worldbank.org/en/news/press-release/2021/07/19/world-bank-group-s-157-billion-pandemic-surge-is-largest-crisis-response-in-its-history?cid=ECR_TT_worldbank_EN_EXT
[1] https://www.who.int/news-room/feature-stories/detail/how-who-transforms-funding-into-action-in-regions-around-the-world

Top URLs in Tweet in G4:
[14] https://openknowledge.worldbank.org/handle/10986/36248
[6] https://www.worldbank.org/en/news/press-release/2021/09/13/climate-change-could-force-216-million-people-to-migrate-within-their-own-countries-by-2050
[6] https://www.worldbank.org/en/news/feature/2021/09/13/millions-on-the-move-in-their-own-countries-the-human-face-of-climate-change
[4] https://twitter.com/WorldBank/status/1437899012078804993
[2] https://blogs.worldbank.org/es/voices/necesitamos-un-aire-mas-saludable-para-un-planeta-mas-saludable?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM115216
[2] https://www.investopedia.com/terms/g/gross-value-added.asp
[2] https://www.investopedia.com/terms/v/valueadded.asp
[2] https://datahelpdesk.worldbank.org/knowledgebase/articles/114948-how-do-you-calculate-total-value-added-as-a-percen
[2] https://data.oecd.org/natincome/value-added-by-activity.htm
[2] https://twitter.com/WorldBank/status/1437453137372192782

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=0Xomygmb3U0&feature=youtu.be

[1] https://twitter.com/ndtvindia/status/1438057030913183749
[1] https://twitter.com/sunnyfernandes/status/1438070208913022982
[1] https://twitter.com/sunnyfernandes/status/1436953942248755202
[1] https://twitter.com/sunnyfernandes/status/1434704109412651008
[1] https://twitter.com/EconomicTimes/status/1434697865234944002
[1] https://twitter.com/sunnyfernandes/status/1434763840659464197
[1] https://twitter.com/sunnyfernandes/status/1434768722653155329
[1] https://twitter.com/sunnyfernandes/status/1434769873742151682
[1] https://twitter.com/sunnyfernandes/status/1427120139388870661

Top URLs in Tweet in G6:
[4] https://www.worldbank.org/en/news/press-release/2021/09/14/somalia-s-economy-rebounding-from-triple-shock?fbclid=IwAR1SHl_fEEtIJKCtuVTd4FVdC_4IbUg8FXhicX40XpYIXSrmLIBt32l-kOg
[2] https://www.worldbank.org/en/news/press-release/2021/09/14/somalia-s-economy-rebounding-from-triple-shock
[2] https://documents.worldbank.org/curated/en/926051631552941734/pdf/Somalia-Economic-Update-Investing-in-Health-to-Anchor-Growth.pdf
[2] https://www.worldbank.org/en/news/press-release/2019/09/04/somalia-economic-update-boosting-education-outcomes-is-critical-for-sustained-and-inclusive-growth?cid=SHR_SitesShareTT_EN_EXT
[1] http://www.worldbank.org/en/news/press-release/2021/09/14/somalia-s-economy-rebounding-from-triple-shock
[1] https://reliefweb.int/sites/reliefweb.int/files/resources/Somalia-Economic-Update-Investing-in-Health-to-Anchor-Growth.pdf
[1] https://blogs.worldbank.org/developmenttalk/reducing-corruption-public-procurement
[1] https://www.worldbank.org/en/publication/human-capital/publication/adaptive-social-protection-building-resilience-to-shocks-key-findings
[1] https://blogs.worldbank.org/governance/new-tool-track-how-countries-use-exclusion-promote-integrity-and-achieve-best-value
[1] https://www.worldbank.org/en/topic/urbandevelopment/publication/more-growth-less-garbage?cid=SURR_TT_WBGCities_EN_EXT

Top URLs in Tweet in G7:
[4] https://openknowledge.worldbank.org/handle/10986/35276?locale-attribute=en
[2] https://globalpolicy.ai/
[2] https://www.covideducationrecovery.global/
[2] https://blogs.worldbank.org/education/massive-yet-invisible-cost-keeping-schools-closed?cid=SHR_BlogSiteShare_EN_EXT
[1] https://twitter.com/devex/status/1438150750115405825
[1] https://globalpolicy.ai/en/
[1] https://covideducationrecovery.global/
[1] https://www.oecd.org/dev/perspectives-on-global-development-22224475.htm
[1] https://youtu.be/MLydKs3V3Bw
[1] https://www.worldbank.org/en/about/careers/programs-and-internships/East-Asia-Pacific-EAP-Inclusive-Fellowship-Program

Top URLs in Tweet in G8:
[34] https://documents1.worldbank.org/curated/en/404501631120877904/pdf/Intervention-Size-and-Persistence.pdf
[2] https://blogs.worldbank.org/impactevaluations/can-i-pool-together-data-same-experiment-multiple-countries-boost-sample-size-and?cid=SHR_BlogSiteShare_EN_EXT
[1] https://www.science.org/content/article/why-did-year-s-projected-supply-covid-19-vaccine-needy-countries-go-down?utm_campaign=news_daily_2021-09-13&et_rid=17034807&et_cid=3917989&cookieSet=1
[1] https://www.worldbank.org/en/programs/scholarships/brief/robert-s-mcnamara-fellowships-program#fellows
[1] https://www.shorturl.at/wyDY7
[1] https://blogs.worldbank.org/impactevaluations/can-i-pool-together-data-same-experiment-multiple-countries-boost-sample-size-and
[1] https://www.worldbank.org/en/programs/scholarships/brief/robert-s-mcnamara-fellowships-program#5
[1] https://twitter.com/tariqahmadbt/status/1438052403102818309
[1] https://twitter.com/carlbildt/status/1437787628070387715?s=19
[1] https://twitter.com/ZimriRosas/status/1437785165003206663?s=19

Top URLs in Tweet in G9:
[3] https://www.environewsnigeria.com/climate-change-may-cause-216m-internal-migrations-by-2050-world-bank-report/
[2] http://www.deaddonkeysfearnohyenas.com/
[1] https://www.worldbank.org/en/news/infographic/2019/02/26/climate-smart-mining
[1] https://twitter.com/qz/status/1437892818672959491
[1] https://twitter.com/DasErste/status/1438204737611042820
[1] https://twitter.com/chedetofficial/status/1437587367439728646
[1] https://twitter.com/WorldBank/status/1437400952114401286
[1] https://twitter.com/chedetofficial/status/1437588290098458630
[1] https://twitter.com/chedetofficial/status/1437587369272623107
[1] https://twitter.com/WorldBank/status/1437853737893220361

Top URLs in Tweet in G10:
[4] https://roadtobern.swiss/2021/08/23/leveraging-the-power-of-data-for-better-lives-world-development-report-2021/
[1] https://www.ft.com/content/a6577704-4b5d-4c78-a295-b8d7322d272b?accessToken=zwAAAXvpKnEwkdOmV3cES11MeNOilbjXMi0nKw.MEUCIQDU2V6z_KSRSJWhogJxYJXOOC5okJmr-xXNR1PaSsidrwIgbm6gMAH1YYhw4Nz7vWYxhS6OTQFDb5M6U8FpxZpVGaA&sharetype=gift?token=a21e2ff7-b6ca-4ea8-871a-76bfd7bd23d7
[1] https://www.edx.org/course/data-for-better-lives-a-new-social-contract?utm_source=braze&utm_medium=email&utm_campaign=Tuesday_Course_Promo_20210914
[1] https://www.worldbank.org/en/news/feature/2021/09/13/millions-on-the-move-in-their-own-countries-the-human-face-of-climate-change?cid=SHR_SitesShareTT_EN_EXT?cid=SHR_SitesShareTT_EN_EXT
[1] https://www.50x2030.org/news/50x2030-world-data-forum-showcasing-how-ground-data-can-augment-satellite-and-other-tech-based
[1] https://worldbankgroup.zoom.us/webinar/register/WN_U0VlkFimQ4y0wDX_0e9vdA
[1] https://www.telegraph.co.uk/global-health/climate-and-people/cities-face-next-food-crisis-unless-improve-urban-systems/
[1] https://www.globalresiliencepartnership.org/resilient-food-systems/
[1] http://www.fao.org/emergencies/fao-in-action/stories/stories-detail/en/c/1438677/
[1] https://eda-ch2.webex.com/mw3300/mywebex/default.do?nomenu=true&siteurl=eda-ch2&service=6&rnd=0.6189144570637958&main_url=https://eda-ch2.webex.com/ec3300/eventcenter/event/eventAction.do%3FtheAction%3Ddetail%26%26%26EMK%3D4832534b000000058e10055a587963211c25c71a6de35cb2ec8fd583e5db8d1077f48f88a588dd13%26siteurl%3Deda-ch2%26confViewID%3D199888754404493621%26encryptTicket%3DSDJTSwAAAAVbq3qm3ibbSle5JaG_ngHbpPEmsllPaKRs2uf6sDAeiw2%26

Top Domains
Top Domains in Tweet in Entire Graph:
[1076] worldbank.org
[182] twitter.com
[79] wrld.bg
[38] reuters.com
[34] bit.ly
[28] youtube.com
[11] zoom.us
[10] nbcnews.com
[8] wikipedia.org
[7] wordpress.com

Top Domains in Tweet in G1:
[172] worldbank.org
[44] twitter.com
[27] reuters.com
[9] youtube.com
[9] nbcnews.com
[7] wrld.bg
[6] tahirakcan.com
[5] zoom.us
[4] bancaditalia.it
[3] covid19taskforce.com

Top Domains in Tweet in G2:
[352] worldbank.org
[63] wrld.bg
[20] twitter.com
[8] bit.ly
[4] youtube.com
[3] miga.org
[2] ifc.org
[2] spotify.com
[2] ow.ly
[2] zoom.us

Top Domains in Tweet in G3:
[23] twitter.com
[15] worldbank.org
[7] wordpress.com
[3] mojahedin.org
[2] who.int
[2] un.org
[2] wsj.com
[1] apnews.com
[1] thepeninsulaqatar.com
[1] lnkd.in

Top Domains in Tweet in G4:
[116] worldbank.org
[23] twitter.com
[4] investopedia.com
[2] oecd.org
[2] deccanherald.com
[1] opensocietyfoundations.org
[1] weforum.org
[1] gatesfoundation.org
[1] rockefellerfoundation.org
[1] rothschildandco.com

Top Domains in Tweet in G5:
[22] twitter.com
[1] youtube.com
[1] fiinews.com
[1] worldbank.org

Top Domains in Tweet in G6:
[19] worldbank.org
[1] reliefweb.int
[1] com.au

Top Domains in Tweet in G7:
[8] worldbank.org
[3] twitter.com
[3] globalpolicy.ai
[3] covideducationrecovery.global
[1] oecd.org
[1] youtu.be
[1] bloomberg.com
[1] unesco.org
[1] quytech.com

Top Domains in Tweet in G8:
[40] worldbank.org
[3] twitter.com
[1] science.org
[1] shorturl.at
[1] gatesfoundation.org

Top Domains in Tweet in G9:
[10] twitter.com
[3] deaddonkeysfearnohyenas.com
[3] environewsnigeria.com
[1] worldbank.org
[1] energylivenews.com

Top Domains in Tweet in G10:
[4] roadtobern.swiss
[1] ft.com
[1] edx.org
[1] worldbank.org
[1] 50x2030.org
[1] zoom.us
[1] co.uk
[1] globalresiliencepartnership.org
[1] fao.org
[1] webex.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1256] climatechange
[1175] ugandaisbleeding
[1139] stopsponsoringouroppression
[265] groundswell
[158] worldbank
[129] covid19
[100] cotedivoire
[96] yemen
[81] somaliaeconomicupdate
[67] somalia



Top Hashtags in Tweet in G1:
[105] climatechange
[79] groundswell
[77] cotedivoire
[77] yemen
[34] covid19
[31] climatemigration
[29] migration
[29] azerbaijan
[17] சர்வதேசசெய்திகள்
[17] sunnews

Top Hashtags in Tweet in G2:
[148] climatechange
[144] groundswell
[52] covid19
[28] biodiversity
[28] somalia
[27] covid
[27] onesouthasia
[26] climatemigration
[26] somaliaeconomicupdate
[23] health

Top Hashtags in Tweet in G3:
[1175] ugandaisbleeding
[1139] stopsponsoringouroppression
[943] climatechange
[17] uganda
[17] standupforhumanrights
[11] covid19
[10] iran
[9] letchildrengotoschool
[8] ethiopia
[7] groundswell

Top Hashtags in Tweet in G4:
[50] worldbank
[14] climatechange
[7] climatecrisis
[6] imf
[4] migration
[4] climateaction
[4] climate
[3] afghanistan
[3] worldbankgroup
[3] newworldorder

Top Hashtags in Tweet in G5:
[31] pmcbankcrisis
[19] resignmodi
[2] pmcbankscam
[1] sustainably
[1] baglafamily
[1] banks
[1] pakistan
[1] alqaeda
[1] us
[1] 9/11/2021 12:00:00 AM

Top Hashtags in Tweet in G6:
[50] somaliaeconomicupdate
[33] somalia
[29] latest
[14] cbssomalia
[5] worldbank
[4] bankigadhexe
[4] nps
[4] covid
[3] corruption
[2] gettoknowsomalia

Top Hashtags in Tweet in G7:
[8] teachers
[3] backtoschool
[3] burundi
[2] caribbean
[2] g7counterparts
[1] investinnutrition
[1] artificialintelligence
[1] latinamerica
[1] globaldevelopment
[1] data

Top Hashtags in Tweet in G8:
[2] covid19
[1] phd
[1] uzbekistan
[1] vaccine
[1] covaxin
[1] govtech

Top Hashtags in Tweet in G9:
[12] climatechange
[4] groundswell
[3] climateaction
[3] climatecrisis
[2] climatesmartmining
[2] transicionergética
[2] cambioclimatico
[2] reciclar
[2] recircular
[2] climatestories_wbg

Top Hashtags in Tweet in G10:
[16] rwanda
[9] environment
[7] rwb
[2] wdr2021
[2] sporgwebinars
[2] afyabora
[2] kaziiendelee
[2] foodsystems
[2] worlddatareport
[1] uk

Top Words
Top Words in Tweet in Entire Graph:
[4886] worldbank
[2076] kgeorgieva
[1864] talk
[1717] countries
[1256] #climatechange
[1175] #ugandaisbleeding
[1139] #stopsponsoringouroppression
[1055] human
[956] rights
[952] funds

Top Words in Tweet in G1:
[1468] worldbank
[472] climate
[330] million
[295] people
[280] migration
[274] 216
[266] report
[215] countries
[211] change
[196] 2050

Top Words in Tweet in G2:
[601] worldbank
[319] countries
[253] people
[239] report
[218] wbg_climate
[206] million
[174] more
[169] climate
[166] development
[157] within

Top Words in Tweet in G3:
[2076] kgeorgieva
[1894] worldbank
[1852] talk
[1175] #ugandaisbleeding
[1139] #stopsponsoringouroppression
[957] countries
[950] human
[949] rights
[943] #climatechange
[943] abuses

Top Words in Tweet in G4:
[49] #worldbank
[31] climate
[30] world
[21] change
[21] bank
[18] report
[18] million
[18] people
[18] migration
[17] 2050

Top Words in Tweet in G5:
[88] worldbank
[60] pmoindia
[56] nsitharaman
[55] rbi
[48] finminindia
[39] bank
[39] imfnews
[38] narendramodi
[36] fayedsouza
[35] abpnews

Top Words in Tweet in G6:
[99] worldbank
[57] economic
[50] #somaliaeconomicupdate
[48] mpf1somalia
[44] growth
[42] somalia
[33] economy
[29] #latest
[29] predicted
[29] augustine_orina

Top Words in Tweet in G7:
[108] worldbank
[47] oecd
[29] unesco
[28] unicef
[23] the_idb
[22] eu_commission
[21] coe
[21] eurightsagency
[20] imfnews
[18] please

Top Words in Tweet in G8:
[49] countries
[35] need
[34] wp
[34] ungated
[34] fkondylis
[34] ask
[34] big
[34] push
[34] lift
[34] households

Top Words in Tweet in G9:
[66] worldbank
[45] chinascio
[45] billclinton
[44] whitehouse
[44] xhnews
[43] ustreasury
[43] federalreserve
[43] imfnews
[43] pdchina
[43] eu_commission

Top Words in Tweet in G10:
[45] worldbank
[29] rwandawater
[22] group
[22] wbg
[17] environmentrw
[17] patkarera
[16] today
[16] visit
[16] assess
[16] volcano

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1137] #ugandaisbleeding,#stopsponsoringouroppression
[953] human,rights
[943] rights,abuses
[926] talk,#climatechange
[926] #climatechange,talk
[926] talk,human
[926] abuses,dictators
[925] dictators,countries
[901] kgeorgieva,pvv_gca
[844] pvv_gca,talk

Top Word Pairs in Tweet in G1:
[236] 216,million
[209] climate,migration
[204] climate,change
[193] million,people
[150] worldbank,report
[134] worldbank,release
[134] release,funds
[133] funds,2331
[133] 2331,hospitals
[133] hospitals,clinics

Top Word Pairs in Tweet in G2:
[149] 216,million
[145] million,people
[141] within,countries
[139] people,migrate
[133] countries,2050
[132] migrate,within
[112] force,216
[111] #groundswell,report
[109] #climatechange,force
[105] news,#climatechange

Top Word Pairs in Tweet in G3:
[1137] #ugandaisbleeding,#stopsponsoringouroppression
[949] human,rights
[943] rights,abuses
[926] talk,#climatechange
[926] #climatechange,talk
[926] talk,human
[926] abuses,dictators
[925] dictators,countries
[901] kgeorgieva,pvv_gca
[844] pvv_gca,talk

Top Word Pairs in Tweet in G4:
[20] world,bank
[17] climate,change
[14] million,people
[10] climate,migration
[9] internal,climate
[9] 216,million
[8] people,migrate
[7] acting,internal
[6] groundswell,acting
[6] within,countries

Top Word Pairs in Tweet in G5:
[37] narendramodi,pmoindia
[37] pmoindia,rbi
[37] rbi,finminindia
[37] finminindia,nsitharaman
[36] nsitharaman,fayedsouza
[33] icj_asia,abpnews
[33] abpnews,mumbaimirror
[31] fayedsouza,#pmcbankcrisis
[29] #pmcbankcrisis,icj_asia
[25] sambitswaraj,rahulgandhi

Top Word Pairs in Tweet in G6:
[35] economic,growth
[29] worldbank,predicted
[29] predicted,economic
[25] augustine_orina,worldbank
[19] economic,update
[18] despite,fake
[18] 6th,edition
[17] edition,somali
[17] somali,economic
[17] year's,theme

Top Word Pairs in Tweet in G7:
[27] worldbank,oecd
[20] eu_commission,eurightsagency
[19] unesco,worldbank
[18] worldbank,unicef
[18] oecd,eu_commission
[18] eurightsagency,the_idb
[18] worldbank,imfnews
[14] imfnews,oecd
[14] coe,jkleijssen
[14] jkleijssen,unesco

Top Word Pairs in Tweet in G8:
[34] wp,ungated
[34] ungated,fkondylis
[34] fkondylis,ask
[34] ask,need
[34] need,big
[34] big,push
[34] push,lift
[34] lift,households
[33] loeserjohn,wp
[30] pool,together

Top Word Pairs in Tweet in G9:
[43] imfnews,worldbank
[43] xhnews,pdchina
[42] bufan78266400,z4xi1204
[42] z4xi1204,c7sn19rm36sohow
[42] c7sn19rm36sohow,wwgoyu
[42] wwgoyu,cnewsgovhk
[42] cnewsgovhk,iranprimer
[42] iranprimer,chinascio
[42] chinascio,xhnews
[42] pdchina,chineseembinus

Top Word Pairs in Tweet in G10:
[22] worldbank,group
[22] group,wbg
[16] volcano,region
[15] wbg,rwb
[15] rwb,conducted
[15] conducted,field
[15] field,visit
[15] visit,#rwanda's
[15] #rwanda's,volcano
[15] region,assess

Top Replied-To
Top Replied-To in Entire Graph:
@kgeorgieva
@worldbank
@trisha63932800
@bufan78266400
@rebrwanda
@secyellen
@svonfriedeburg
@narendramodi
@mohsinamin_
@fcdogovuk

Top Replied-To in G1:
@worldbank
@mohsinamin_
@jorgeftudela
@official_pia
@alex_randall
@alibomaye
@denys_shmyhal
@jfcrisp
@ttnenglish
@drcjasmith

Top Replied-To in G2:
@svonfriedeburg
@worldbank
@miga
@indermitgill
@worldbankafrica
@acetforafrica
@mari_pangestu
@axelvt_wb
@wbg_climate
@thegff

Top Replied-To in G3:
@kgeorgieva
@worldbank
@trisha63932800
@fcdogovuk
@usmissionuganda
@abdulhamitgul
@drtedros
@antonioguterres
@un
@eseri14

Top Replied-To in G5:
@secyellen
@narendramodi
@frd_kashmir8
@olamobilityinst
@kotakcares
@pnbindia
@namratatognatta
@udaykotak
@madhuri56400479
@abdullabawazir1

Top Replied-To in G6:
@augustine_orina
@asalwe
@worldbank
@drbeileh
@cbssomalia
@garoweonline

Top Replied-To in G7:
@worldbank
@coe
@adixon_wb
@davidmalpasswbg
@hectorjuanvp
@ag_lifestyles
@francezimbabwe
@coe4ai
@eurightsagency
@olafscholz

Top Replied-To in G8:
@doctorsoumya

Top Replied-To in G9:
@bufan78266400
@worldbank
@daserste
@trumpgolfdc
@wbg_climate
@cop26

Top Replied-To in G10:
@dorothgwajima21
@rema_rwanda
@foodsystems

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@pvv_gca
@kgeorgieva
@imfnews
@eucouncil
@europarl_en
@who
@davidmalpasswbg
@usaid
@secblinken

Top Mentioned in G1:
@worldbank
@mohsinamin_
@alex_randall
@truthonborders
@bayramov_jeyhun
@alibomaye
@xrlambeth
@tveitdal
@imfnews
@worldbankeca

Top Mentioned in G2:
@worldbank
@wbg_climate
@worldbankafrica
@ifc_org
@wbg_education
@imfnews
@miga
@wbg_gov
@mari_pangestu
@wbg_ida

Top Mentioned in G3:
@worldbank
@pvv_gca
@kgeorgieva
@europarl_en
@eucouncil
@imfnews
@who
@secblinken
@usaid
@davidmalpasswbg

Top Mentioned in G4:
@lilyeetahlol
@angieji66384568
@kuwaittimesnews
@somakhand

Top Mentioned in G5:
@worldbank
@pmoindia
@rbi
@nsitharaman
@finminindia
@un
@imfnews
@fayedsouza
@abpnews
@icj_asia

Top Mentioned in G6:
@worldbank
@mpf1somalia
@augustine_orina
@cbssomalia
@riovice
@suldanmohamed_
@hansen_wb
@independentmi20
@kingofsomaliaa
@karbaashchannel

Top Mentioned in G7:
@worldbank
@oecd
@un
@unicef
@unesco
@the_idb
@eu_commission
@eurightsagency
@imfnews
@jkleijssen

Top Mentioned in G8:
@fkondylis
@dmckenzie001
@loeserjohn
@marijo_silva_v
@worldbank
@cepivaccines
@gaviseth
@who
@doctorsoumya
@unice

Top Mentioned in G9:
@worldbank
@un
@ustreasury
@whitehouse
@federalreserve
@imfnews
@chinascio
@z4xi1204
@c7sn19rm36sohow
@wwgoyu

Top Mentioned in G10:
@worldbank
@rwandawater
@patkarera
@environmentrw
@worl
@fao
@swissdevcoop
@undataforum
@ngaprime
@foodsystems

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@kompascom
@cybersec_feeds
@chidambara09
@dpiloncita
@rouslan5
@john1966olsen
@mariaeu13
@gidi_traffic
@tempodotco

Top Tweeters in G1:
@threadreaderapp
@raumunz
@dhinakaranrajan
@amuraovonn
@mikedesai
@mekalapugazh
@margymayell
@benedictine555
@barbiewithatude
@gezgintrk

Top Tweeters in G2:
@wadakashiho
@defined_un_sort
@dev_discourse
@naylemendoza
@lalojimjuarez
@franceafrik
@kwame_agyei
@africaupdates
@jr2d26212
@olumideidowu

Top Tweeters in G3:
@gidi_traffic
@viralvideovlogs
@nilimajumder
@dailymirror
@reuters
@business
@m_mrezamm
@jfsebastian146
@ani
@cnbc

Top Tweeters in G4:
@dal0028751
@deccanchronicle
@deccanherald
@watdehel
@naashonomics
@estherschindler
@jon_shifflett_v
@jarmandogruber
@tora_doru
@notice_com_ng

Top Tweeters in G5:
@httweets
@theofficialsbi
@timesofindia
@nikhil_p_b
@sbicard_connect
@abpnews
@moneycontrolcom
@ptiofficial
@mumbaipolice
@kotakcares

Top Tweeters in G6:
@crazydreamer254
@oabraar
@itskiprotich1
@bbcbusiness
@asmali77
@awilosman_
@maiguaah
@ahmedawardigley
@harunmaruf
@sscvoices

Top Tweeters in G7:
@punjabirooh
@roii_garcia
@patralekha2011
@owntv
@ezeonufo
@deyaniras
@reneh
@bermaninstitute
@unicef
@digitaleu

Top Tweeters in G8:
@zimrirosas
@eu_remain_2017
@skatiq3
@glassmanamanda
@tom_wein
@dynamicssiam
@jeremyfarrar
@itzquasi
@uct_ichlibrary
@gayskeptic

Top Tweeters in G9:
@tmobile
@anuragteddy
@adiravia
@xhnews
@saharareporters
@pdchina
@nasa
@nature
@renoomokri
@daserste

Top Tweeters in G10:
@telegraph
@nordicgeo
@iainlees
@rwaccommodation
@igihe
@un_women
@cgiar
@kigalitoday
@rbarwanda
@cimmyt