worldbank, Twitter, 2/24/2022 2:00:56 PM, 272248


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worldbank_2022-02-24_05-25-33.xlsx
worldbank_2022-02-24_05-25-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 24, 2022
Short Description:
worldbank via NodeXL https://bit.ly/3t2URL6
@worldbank
@mphokarabo
@insightfactor
@refents53590782
@worldbankwater
@mazikanuntakanu
@banquemondiale
@redefinethearth
@wbg_climate
@par1ke

Top hashtags:
#riseupug
#article3ug
#endtortureinuganda

Description:
Description
The graph represents a network of 6,676 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 February 2022 at 13:33 UTC.

The requested start date was Thursday, 24 February 2022 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, 17-hour, 0-minute period from Sunday, 20 February 2022 at 08:00 UTC to Thursday, 24 February 2022 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 : 6676
Unique Edges : 8110
Edges With Duplicates : 22965
Total Edges : 31075
Number of Edge Types : 5
Retweet : 4355
MentionsInRetweet : 9339
Mentions : 14862
Replies to : 1811
Tweet : 708
Self-Loops : 894
Reciprocated Vertex Pair Ratio : 0.0149804602692141
Reciprocated Edge Ratio : 0.0295187165775401
Connected Components : 399
Single-Vertex Connected Components : 171
Maximum Vertices in a Connected Component : 5553
Maximum Edges in a Connected Component : 29575
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.611543
Graph Density : 0.00031472792023751
Modularity : 0.361313
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,676 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 February 2022 at 13:33 UTC.

The requested start date was Thursday, 24 February 2022 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, 17-hour, 0-minute period from Sunday, 20 February 2022 at 08:00 UTC to Thursday, 24 February 2022 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:
[260] https://www.youtube.com/watch?v=6a8q7KWtV2k&feature=youtu.be

[38] https://www.worldbank.org/en/news/feature/2021/10/04/what-you-need-to-know-about-green-loans?cid=ECR_TT_worldbank_EN_EXT
[29] https://www.worldbank.org/en/events/2022/06/20/annual-bank-conference-on-development-economics-2022-recovery-reform-and-business-environment
[22] https://www.worldbank.org/en/events/2022/01/19/world-bank-group-youth-summit-2022-unlocking-the-power-of-inclusion-for-equitable-growth#4
[18] https://olc.worldbank.org/sites/default/files/sco/E7B1C4DE-C187-5EDB-3EF2-897802DEA3BF/Nasa/chapter1.html
[15] https://blogs.worldbank.org/voices/return-global-inflation
[15] https://www.worldbank.org/en/news/immersive-story/2022/02/15/an-accessible-future-for-persons-with-disabilities-what-does-it-take
[13] https://www.worldbank.org/en/news/feature/2021/09/28/la-participaci-n-ciudadana-resulta-vital-para-el-xito-de-los-proyectos-de-energ-a-renovable-en-chile?cid=ECR_TT_worldbank_EN_EXT_ChangingLives
[13] https://www.msn.com/en-us/news/world/3800-metric-tons-of-food-blocked-from-reaching-tigray-world-food-bank-says/ar-AALHcV4
[12] https://www.worldbank.org/wdr2022

Top URLs in Tweet in G1:
[36] https://www.worldbank.org/en/news/feature/2021/10/04/what-you-need-to-know-about-green-loans?cid=ECR_TT_worldbank_EN_EXT
[12] https://www.worldbank.org/en/news/feature/2021/09/28/la-participaci-n-ciudadana-resulta-vital-para-el-xito-de-los-proyectos-de-energ-a-renovable-en-chile?cid=ECR_TT_worldbank_EN_EXT_ChangingLives
[11] https://www.worldbank.org/wdr2022
[10] https://www.worldbank.org/en/news/immersive-story/2022/02/15/an-accessible-future-for-persons-with-disabilities-what-does-it-take
[9] https://wwwlakshydreamfoundation.blogspot.com/2022/02/international-mother-language-day-21.html
[8] https://www.worldbank.org/en/news/speech/2022/02/18/keynote-remarks-by-world-bank-group-president-david-malpass-to-the-european-union-african-union-summit-on-peace-security
[7] https://www.worldbank.org/en/events/2021/11/19/infra4dev-2022
[7] https://www.worldbank.org/en/events/2022/01/19/world-bank-group-youth-summit-2022-unlocking-the-power-of-inclusion-for-equitable-growth#4
[6] https://blogs.worldbank.org/education/how-provide-opportunities-all-girls-education-womens-labor-force-participation-bangladesh?cid=ECR_TT_worldbank_EN_EXT_ChangingLives
[5] https://www.worldbank.org/en/news/video/2022/02/10/expert-answers-will-the-pandemic-lead-to-a-financial-crisis?cid=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G2:
[260] https://www.youtube.com/watch?v=6a8q7KWtV2k&feature=youtu.be

[2] https://www.worldbank.org/en/events/2022/01/19/world-bank-group-youth-summit-2022-unlocking-the-power-of-inclusion-for-equitable-growth#4
[2] https://dictatormuseveni.com/
[1] https://twitter.com/truth2p68559454/status/1496039888180985865
[1] https://twitter.com/Shewitey22/status/1495062154810204162
[1] https://twitter.com/reda_getachew/status/1495416071175684101
[1] https://twitter.com/kedianirmal26/status/1496530265241489413
[1] https://blogs.worldbank.org/endpovertyinsouthasia/how-empower-women-take-advantage-opportunities-trade
[1] https://www.worldbank.org/en/region/sar/brief/integrating-climate-and-development-in-south-asia/integrating-climate-and-development-in-south-asia-region
[1] https://www.youtube.com/watch?v=5-qriIO-KT0&feature=youtu.be


Top URLs in Tweet in G3:
[4] https://www.worldbank.org/en/region/afr/brief/world-bank-group-education-africa-fellowship-program?cid=afe_tt_wbafrica_en_ext
[3] https://blogs.worldbank.org/digital-development/mobile-based-solutions-can-strengthen-human-capital-gains-disrupted-covid-19
[3] https://blogs.worldbank.org/sustainablecities/turning-flood-risk-economic-opportunity-dar-es-salaam-tanzania
[3] https://blogs.worldbank.org/climatechange/how-fiscal-policy-can-help-save-forests
[2] http://wrld.bg/8ZvR50HEQ1c?cid=afw_tt_wbafrica_en_ext
[2] http://wrld.bg/8WB350HWciB?cid=afe_tt_wbafrica_en_ext
[2] https://bit.ly/3BKvXnx
[2] https://www.worldbank.org/en/news/press-release/2021/12/17/tanzania-more-than-12-million-children-to-benefit-from-improved-preprimary-and-primary-education
[2] https://www.worldbank.org/en/news/press-release/2021/12/21/tanzania-new-world-bank-financing-to-secure-land-rights-for-up-to-two-million-citizens
[2] https://www.worldbank.org/en/region/afr/brief/world-bank-group-education-africa-fellowship-program

Top URLs in Tweet in G4:
[2] https://www.youtube.com/watch?v=RzmdW3rFZEE&feature=youtu.be

[2] https://ieg.worldbankgroup.org/podcast/debt-deja-vu-learning-previous-waves-debt-crises-weather-current-and-future-storms?utm_source=Podcast3&utm_medium=twitter&utm_campaign=IEGPodcast
[2] https://swachhindia.ndtv.com/inclusion-of-persons-with-disabilities-in-the-workforce-can-increase-gdp-by-3-7-ilo-66665/
[2] https://www.worldbank.org/en/news/press-release/2022/01/11/global-recovery-economics-debt-commodity-inequality
[2] https://healthpolicy-watch.news/neglected-tropical-diseases/
[1] https://www.worldbank.org/en/news/video/2021/12/20/combating-illegal-wildlife-trade-through-ports
[1] http://wrld.bg/JCof50HBuGE
[1] https://ieg.worldbankgroup.org/blog/debt-sustainability-fragile-and-conflict-affected-states-heightened-risks-and-needs?utm_source=DebtFCVblog&utm_medium=twitter&utm_campaign=FragilityForum22
[1] https://worldbank.org/fragilityforum
[1] https://undp-biodiversity.exposure.co/d049c7d17a6abacc851dcbbf6dc4089d

Top URLs in Tweet in G5:
[2] https://twitter.com/HansrajMeena/status/1496000778481577986?t=dp6ptw5HOQlsYIdBETb2eA&s=19
[1] https://twitter.com/OfficialRCTI/status/1495626838076448773?t=4IiJCfyyb_fJhjc7Hclkjw&s=19
[1] https://twitter.com/Comunardo/status/717816206481354752?t=YUFNvP_f1WZWQ5dqcT0H8A&s=19
[1] https://twitter.com/C2031060936/status/1496070462027313156/photo/1
[1] https://twitter.com/jiro_fahrenheit/status/124124446855405569?t=7CMLdf2ubQhhmd5WgevFlQ&s=19
[1] https://twitter.com/LayarDrama_RCTI/status/1496375433570385920?t=nwMi1ju2wZBMVHqm8BY3LA&s=19
[1] https://twitter.com/sunnyfernandes/status/1495648381317877762
[1] https://twitter.com/sunnyfernandes/status/1495660587434782721
[1] https://twitter.com/sunnyfernandes/status/1495661411338534915
[1] https://twitter.com/sunnyfernandes/status/1495662493905338372

Top URLs in Tweet in G6:
[3] https://www.worldbank.org/en/news/feature/2022/02/08/what-you-need-to-know-about-oceans-and-climate-change?cid=ccg_tt_climatechange_en_ext
[2] https://blogs.worldbank.org/climatechange/retrofit-better-why-updating-existing-hotels-best-way-green-tourism-sector?cid=ccg_tt_climatechange_en_ext
[2] https://blogs.worldbank.org/transport/bicycles-and-public-transport-perfect-match?cid=ccg_tt_climatechange_en_ext
[2] https://www.worldbank.org/en/region/mena/publication/blue-skies-blue-seas-air-pollution-marine-plastics-and-coastal-erosion-in-the-middle-east-and-north-africa?cid=ccg_tt_climatechange_en_ext
[2] https://www.worldbank.org/en/news/feature/2021/09/28/la-participaci-n-ciudadana-resulta-vital-para-el-xito-de-los-proyectos-de-energ-a-renovable-en-chile?cid=ccg_tt_climatechange_en_ext
[2] https://www.worldbank.org/en/region/sar/brief/integrating-climate-and-development-in-south-asia/integrating-climate-and-development-in-south-asia-region?cid=ccg_tt_climatechange_en_ext
[2] https://blogs.worldbank.org/climatechange/africa-asia-supporting-fisheries-address-climate-change-impacts?cid=ccg_tt_climatechange_en_ext
[2] https://blogs.worldbank.org/latinamerica/climate-change-and-poverty-perfect-storm?cid=ccg_tt_climatechange_en_ext
[2] https://blogs.worldbank.org/endpovertyinsouthasia/6-reasons-blame-plastic-pollution-climate-change
[2] https://www.worldbank.org/en/news/immersive-story/2022/02/15/an-accessible-future-for-persons-with-disabilities-what-does-it-take

Top URLs in Tweet in G7:
[5] https://www.worldbank.org/en/events/2022/01/19/world-bank-group-youth-summit-2022-unlocking-the-power-of-inclusion-for-equitable-growth#4
[3] https://blogs.worldbank.org/es/voces/el-retorno-de-la-inflacion-global?cid=SHR_BlogSiteShare_ES_EXT
[3] https://www.worldbank.org/en/events/2022/02/14/second-digital-mashreq-forum?cid=mena_tt_mena_en_ext
[3] https://blogs.worldbank.org/es/voices/para-recaudar-mas-impuestos-primero-se-debe-aumentar-la-confianza-de-los-contribuyentes?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM132607?cid=SHR_BlogSiteShare_ES_EXT
[3] https://blogs.worldbank.org/arabvoices/explaining-boys-underachievement-mena-lessons-saudi-arabia
[3] https://blogs.worldbank.org/education/three-steps-get-every-child-reading?cid=SHR_BlogSiteShare_EN_EXT
[2] http://wrld.bg/6Tuq50HUPkW
[2] http://wrld.bg/uUFM50HUS5G
[2] https://blogs.worldbank.org/education/your-teacher-professional-development-program-working-find-out-measuring-changes
[2] https://blogs.worldbank.org/es/voices/estamos-perdiendo-una-generacion-los-impactos-devastadores-de-la-covid-19?cid=ECR_TT_worldbank_ES_EXT

Top URLs in Tweet in G8:
[1] https://blogs.worldbank.org/voices/return-global-inflation
[1] https://www.calinemalek.com/post/how-neglect-of-health-services-left-mena-countries-ill-prepared-for-covid-19-shock
[1] https://share.limelines.com/share/Ds75e3nqf?t=533
[1] https://english.alarabiya.net/News/world/2021/10/27/World-Bank-suspends-aid-to-Sudan-after-military-takeover-
[1] https://www.washingtonpost.com/obituaries/2022/02/22/paul-farmer-global-health-dead/
[1] https://www.youtube.com/watch?v=mik2B9lI-hQ&feature=youtu.be

[1] https://data.worldbank.org/indicator/NY.GDP.PCAP.CD?locations=RU
[1] https://twitter.com/pih/status/1495806101769670658
[1] https://twitter.com/VeeMuj/status/1495893275613483023
[1] https://www.yahoo.com/entertainment/trump-truth-social-comes-app-190317240.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr

Top URLs in Tweet in G9:
[8] https://twitter.com/WorldBank/status/1495126154302435334
[4] https://twitter.com/worldbank/status/1495126154302435334
[3] https://en.mercopress.com/2022/02/23/world-bank-support-for-argentina-in-2022-expected-to-reach-us-2bn
[2] https://blogs.worldbank.org/voices/return-global-inflation
[2] https://www.worldbank.org/en/programs/govtech/priority-themes
[2] https://openknowledge.worldbank.org/handle/10986/36248
[2] https://blogs.worldbank.org/transport/crisis-opportunity-how-philippines-built-500km-bike-lanes-less-year
[2] https://twitter.com/WorldBank/status/1496032054496092162
[2] https://www.worldbank.org/en/news/speech/2022/02/18/keynote-remarks-by-world-bank-group-president-david-malpass-to-the-european-union-african-union-summit-on-peace-security
[1] https://openknowledge.worldbank.org/bitstream/handle/10986/3875/WPS5391.pdf

Top URLs in Tweet in G10:
[6] https://www.shu.ac.uk/helena-kennedy-centre-international-justice/research-and-projects/all-projects/financing-and-genocide
[2] https://www.worldbank.org/en/events/2022/01/19/world-bank-group-youth-summit-2022-unlocking-the-power-of-inclusion-for-equitable-growth#4
[2] https://www.atlanticcouncil.org/in-depth-research-reports/report/financing-and-genocide/
[2] https://blogs.worldbank.org/sustainablecities/screens-over-shovels-using-digital-technology-modernize-public-works?cid=SURR_TT_WBGCities_EN_EXT
[2] https://blogs.worldbank.org/sustainablecities/inclusive-disaster-risk-management-what-have-we-learned?cid=SURR_TT_WBGCities_EN_EXT
[1] https://www.ifc.org/wps/wcm/connect/publications_ext_content/ifc_external_publication_site/publications_listing_page/cpsd-uganda
[1] https://pressroom.ifc.org/all/pages/PressDetail.aspx?ID=26832
[1] https://link.medium.com/tpwm55qiSnb
[1] https://twitter.com/annalappe/status/1496491395032686594
[1] https://finance.yahoo.com/news/big-beef-loan-shelved-amid-120000816.html?guccounter=1

Top Domains
Top Domains in Tweet in Entire Graph:
[1122] worldbank.org
[283] youtube.com
[217] twitter.com
[88] wrld.bg
[21] facebook.com
[18] bit.ly
[14] blogspot.com
[13] msn.com
[11] google.com
[9] indiatimes.com

Top Domains in Tweet in G1:
[401] worldbank.org
[44] twitter.com
[39] wrld.bg
[12] blogspot.com
[5] linkedin.com
[4] youtube.com
[4] africa-newsroom.com
[4] paper.li
[3] google.com
[3] devdiscourse.com

Top Domains in Tweet in G2:
[262] youtube.com
[14] twitter.com
[5] worldbank.org
[2] dictatormuseveni.com
[1] co.ug
[1] aljazeera.com

Top Domains in Tweet in G3:
[62] worldbank.org
[18] bit.ly
[7] twitter.com
[5] wrld.bg
[4] youtube.com
[2] movendi.ngo
[2] google.com
[2] blogspot.com
[1] tribuneindia.com
[1] lnkd.in

Top Domains in Tweet in G4:
[8] twitter.com
[6] worldbank.org
[3] worldbankgroup.org
[2] youtube.com
[2] ndtv.com
[2] bu.edu
[2] healthpolicy-watch.news
[2] unodc.org
[1] wrld.bg
[1] exposure.co

Top Domains in Tweet in G5:
[32] twitter.com
[1] marble.cards

Top Domains in Tweet in G6:
[69] worldbank.org
[17] wrld.bg
[2] tinyurl.com
[1] interpret.world
[1] zoom.us
[1] twitter.com
[1] climatechangenews.com

Top Domains in Tweet in G7:
[64] worldbank.org
[12] wrld.bg
[1] wordpress.com
[1] global-edtech.com
[1] france24.com
[1] reforma.com
[1] twitter.com

Top Domains in Tweet in G8:
[3] worldbank.org
[3] youtube.com
[3] twitter.com
[1] calinemalek.com
[1] limelines.com
[1] alarabiya.net
[1] washingtonpost.com
[1] yahoo.com
[1] codepink.org

Top Domains in Tweet in G9:
[118] worldbank.org
[35] twitter.com
[3] mercopress.com
[2] linkedin.com
[2] github.io
[1] csr-raadgivning.dk
[1] archive.org
[1] theguardian.com
[1] brecorder.com
[1] preciseag.ai

Top Domains in Tweet in G10:
[15] worldbank.org
[6] twitter.com
[6] ac.uk
[5] wrld.bg
[3] ifc.org
[2] atlanticcouncil.org
[1] medium.com
[1] yahoo.com
[1] bloomberg.com
[1] foe.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[330] riseupug
[326] article3ug
[295] endtortureinuganda
[290] freeallpoliticalprisoners
[249] worldbank
[134] worldbankafg_pay_our_salaries
[122] m7mustgo
[121] covid19
[76] africa
[67] imf



Top Hashtags in Tweet in G1:
[129] worldbankafg_pay_our_salaries
[64] covid19
[48] learningpoverty
[45] worldbank
[42] climateexplainer
[40] changinglives
[33] wdr2022
[33] ghana
[32] rwanda
[29] foodsystems

Top Hashtags in Tweet in G2:
[328] riseupug
[326] article3ug
[294] endtortureinuganda
[289] freeallpoliticalprisoners
[122] m7mustgo
[64] ugandaisbleeding
[49] kungauganda
[29] freeallpoliticalprisonersinuganda
[27] kyagulanyipetition
[21] uganda

Top Hashtags in Tweet in G3:
[36] today
[33] africa
[20] tanzania
[12] boost
[10] sahel
[10] expo2020dubai
[10] worldbank
[9] african
[8] un
[7] swedd

Top Hashtags in Tweet in G4:
[15] mangroves
[15] iloglobalforum
[8] worldbank
[6] ivonnehiguero
[4] fragilityforum2022
[4] 32zimbabwebaby
[4] wsds22
[3] genderequity
[3] education
[3] fgm

Top Hashtags in Tweet in G5:
[24] pmcbankcrisis
[23] boycottunitybanksfb
[14] blacklistpakistan
[12] donotrecognizetaliban
[11] resignmodi
[2] worldbank
[2] कण_कण
[2] india
[2] investment
[2] pakistan

Top Hashtags in Tweet in G6:
[22] climatechange
[15] climate
[14] climateexplainer
[14] water
[9] dyk
[9] latinamerica
[9] caribbean
[9] colombo
[9] floodrisk
[9] eastasia

Top Hashtags in Tweet in G7:
[19] african
[17] education
[15] amlat
[14] cambioclimático
[13] remotelearning
[11] caribe
[10] covid19
[7] wbgyouthsummit
[7] saudiarabia
[6] mena

Top Hashtags in Tweet in G8:
[6] nomore
[6] kunga
[5] blackhitler
[5] health
[5] mena
[5] covid19
[5] middleeast
[5] lebanon
[5] beirut
[5] gcc

Top Hashtags in Tweet in G9:
[36] worldbank
[7] imf
[7] wenyenchiwananchi
[6] katibampya
[4] crypto
[4] economy
[4] russia
[3] climatechange
[3] politics
[3] federalreserve

Top Hashtags in Tweet in G10:
[16] ipac
[12] uganda
[11] covid19
[11] breaking
[8] mongolia
[7] worldbank
[4] divestfactoryfarming
[4] uyghur
[4] ethiopia
[4] covid

Top Words
Top Words in Tweet in Entire Graph:
[4295] worldbank
[851] imfnews
[679] world
[626] more
[506] development
[495] political
[476] kagutamuseveni
[467] usa
[452] abducted
[451] renown

Top Words in Tweet in G1:
[1893] worldbank
[338] development
[325] world
[260] more
[232] report
[193] poverty
[170] 2022
[165] pandemic
[160] countries
[147] mari_pangestu

Top Words in Tweet in G2:
[905] worldbank
[511] imfnews
[475] kagutamuseveni
[452] abducted
[451] renown
[451] nup_ug
[451] political
[449] coordinator
[448] incommunicado
[448] unsafe

Top Words in Tweet in G3:
[112] worldbank
[79] worldbankafrica
[60] wbtanzania
[43] phd
[39] education
[36] #today
[33] more
[32] agreements
[29] worldbankkenya
[29] prof_james5

Top Words in Tweet in G4:
[153] worldbank
[72] unicef
[66] brunettijuanma
[65] mecpy
[63] enriquevp
[45] know
[44] cristo_vencera
[42] aya_velazquez
[39] undp
[38] jlagarto07

Top Words in Tweet in G5:
[144] worldbank
[84] pmoindia
[68] narendramodi
[64] rbi
[59] finminindia
[57] twitter
[56] nsitharaman
[56] abpnews
[55] palazzo_chigi
[53] bbmas

Top Words in Tweet in G6:
[149] worldbankwater
[92] water
[85] wbg_climate
[79] people
[76] worldbank
[71] more
[57] sanitation
[56] global
[49] climate
[45] energy

Top Words in Tweet in G7:
[58] worldbank
[51] wbg_education
[50] jaimesaavedra22
[49] escuela
[47] gran
[47] igualador
[47] desapareció
[47] luego
[47] cruzada
[47] masiva

Top Words in Tweet in G8:
[26] worldbank
[11] washingtonpost
[10] ajenglish
[8] museveni
[8] torture
[8] countries
[8] world
[8] trtworld
[7] hrw
[7] left

Top Words in Tweet in G9:
[36] world
[36] #worldbank
[29] bank
[16] more
[15] data
[14] worldbank
[11] 2022
[11] countries
[10] economic
[9] climate

Top Words in Tweet in G10:
[85] worldbank
[62] ifc_org
[35] bidinvest
[31] report
[30] giant
[29] loan
[29] beef
[25] dropping
[25] brazilian
[23] million

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[449] renown,nup_ug
[449] nup_ug,political
[449] political,coordinator
[449] coordinator,abducted
[448] incommunicado,unsafe
[442] unsafe,house
[388] imfnews,worldbank
[356] house,tortured
[344] imf,worldbank
[325] #riseupug,#article3ug

Top Word Pairs in Tweet in G1:
[159] world,development
[159] development,report
[105] 2022,world
[99] world,bank
[86] covid,19
[77] learn,more
[76] dear,worldbank
[64] worldbank,group
[63] chief,economist
[62] 19,pandemic

Top Word Pairs in Tweet in G2:
[449] renown,nup_ug
[449] nup_ug,political
[449] political,coordinator
[449] coordinator,abducted
[448] incommunicado,unsafe
[442] unsafe,house
[356] house,tortured
[325] #riseupug,#article3ug
[267] worldbank,intlcrimcourt
[265] #endtortureinuganda,#freeallpoliticalprisoners

Top Word Pairs in Tweet in G3:
[33] wbtanzania,#today
[24] #today,pst
[24] worldbank,worldbankafrica
[20] pst,emmanuel
[20] emmanuel,tutuba
[20] tutuba,mara
[20] mara,warwick
[20] warwick,wb
[20] wb,country
[20] country,director

Top Word Pairs in Tweet in G4:
[64] unicef,worldbank
[64] brunettijuanma,mecpy
[59] enriquevp,brunettijuanma
[59] mecpy,unicef
[30] cristo_vencera,enriquevp
[29] seriously,impressed
[29] impressed,guys
[29] guys,endless
[29] endless,wisdom
[29] wisdom,clairvoyant

Top Word Pairs in Tweet in G5:
[53] narendramodi,pmoindia
[53] pmoindia,rbi
[53] rbi,finminindia
[53] finminindia,nsitharaman
[53] icj_asia,abpnews
[52] worldbank,bbmas
[51] palazzo_chigi,beijing2022
[50] microsoft,google
[49] motogp,palazzo_chigi
[45] bbmas,mtv

Top Word Pairs in Tweet in G6:
[33] climate,change
[31] million,people
[26] sanitation,hygiene
[25] water,sanitation
[22] over,80
[22] 80,global
[22] global,wastewater
[22] wastewater,released
[22] released,environment
[22] environment,without

Top Word Pairs in Tweet in G7:
[47] escuela,gran
[47] gran,igualador
[47] igualador,desapareció
[47] desapareció,luego
[47] luego,cruzada
[47] cruzada,masiva
[47] masiva,lograr
[46] jaimesaavedra22,escuela
[19] #african,women
[19] women,master

Top Word Pairs in Tweet in G8:
[5] #blackhitler,museveni
[5] neglect,#health
[5] #health,services
[5] services,left
[5] left,#mena
[5] #mena,countries
[5] countries,ill
[5] ill,prepared
[5] prepared,#covid19
[5] #covid19,shock

Top Word Pairs in Tweet in G9:
[26] world,bank
[6] #katibampya,#wenyenchiwananchi
[5] #wenyenchiwananchi,#katibampya
[4] climate,change
[4] #imf,#worldbank
[4] learn,more
[3] read,more
[3] covid,19
[3] march,2022
[3] jeste,li

Top Word Pairs in Tweet in G10:
[29] beef,giant
[25] bidinvest,dropping
[25] loan,brazilian
[25] brazilian,beef
[23] ifc_org,worldbank
[20] worldbank,ifc_org
[20] join,congratulating
[20] congratulating,bidinvest
[20] dropping,controversial
[20] controversial,43

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@jscuganda
@antonioguterres
@royalfamily
@imfnews
@statedept
@whitehouse
@twitter
@jon_hartley_
@secblinken

Top Replied-To in G1:
@worldbank
@jon_hartley_
@atabarrok
@axelvt_wb
@davidmalpasswbg
@wbg_gov
@migunamiguna
@wbg_poverty
@alanpennue
@mari_pangestu

Top Replied-To in G2:
@antonioguterres
@royalfamily
@statedept
@imfnews
@whitehouse
@secblinken
@justinwelby
@cij_icj
@un_hrc
@ungeneva

Top Replied-To in G3:
@worldbank
@prof_james5
@kanemachiavelli
@erbuganda
@worldbankafrica
@imfnews
@mwlorg_en
@josephraji
@afrotoiler
@oburegeorge

Top Replied-To in G4:
@juampiswan
@jlagarto07
@cristo_vencera
@aya_velazquez
@nenagh9
@enriquevp
@un
@joergfaust
@powerusaid
@ajluverley

Top Replied-To in G5:
@twitter
@motogp
@narendramodi
@sunnyfernandes
@afgfactchecks
@bankofbaroda
@pmoindia
@tehseenp
@hdfcbank_cares
@natiqmalikzada

Top Replied-To in G6:
@adpcnet
@worldbankwater

Top Replied-To in G7:
@worldbank
@dineshdsouza
@cooperazione_it
@monicaarayatica

Top Replied-To in G8:
@ucobankofficial
@washingtonpost
@standupuganda
@johnsentamu
@buffalosoldiera
@shamimmalende
@eu_ungeneva
@southerneagle4
@robertametsola
@privaterayane

Top Replied-To in G10:
@eib
@ifc_org
@chrrmalawi
@ifcafrica
@wang_seaver
@bidinvest
@karihamerschlag
@urbandesign_lab
@lauratmurphy
@drarguden

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@imfnews
@kagutamuseveni
@nup_ug
@govuk
@un
@intlcrimcourt
@amnesty
@joebiden
@hrw

Top Mentioned in G1:
@worldbank
@mari_pangestu
@carmenmreinhart
@davidmalpasswbg
@wbg_ida
@un
@axelvt_wb
@worldbankdata
@bbcworld
@worldbanksasia

Top Mentioned in G2:
@worldbank
@kagutamuseveni
@nup_ug
@govuk
@intlcrimcourt
@imfnews
@amnesty
@un
@joebiden
@coe

Top Mentioned in G3:
@worldbank
@worldbankafrica
@wbtanzania
@worldbankkenya
@prof_james5
@hansen_wb
@_africanunion
@imfspokesperson
@undp
@ooaswaho

Top Mentioned in G4:
@worldbank
@unicef
@brunettijuanma
@mecpy
@enriquevp
@undp
@unodc
@aya_velazquez
@cristo_vencera
@unep

Top Mentioned in G5:
@worldbank
@pmoindia
@rbi
@finminindia
@un
@narendramodi
@nsitharaman
@abpnews
@bbmas
@palazzo_chigi

Top Mentioned in G6:
@worldbankwater
@wbg_climate
@worldbank
@thegwsp
@faoemergencies
@a_bhtngr
@wbg_finance
@jonnyecology
@oksmith22
@ifc_org

Top Mentioned in G7:
@worldbank
@jaimesaavedra22
@wbg_education
@bancomundiallac
@bancomundial
@worldbankmena
@albankaldawli
@dumikananza
@vpitsia
@wbcaribbean

Top Mentioned in G8:
@worldbank
@washingtonpost
@trtworld
@hrw
@un
@ladyvelvet_hfq
@mjalshrika
@ajenglish
@ukparliament
@oic_oci

Top Mentioned in G9:
@tihtri
@mbbontoi
@froshyx2
@_ewater

Top Mentioned in G10:
@worldbank
@ifc_org
@bidinvest
@karihamerschlag
@ipacglobal
@nyrola
@marfrig_mrfg3
@nomogaia
@lauratmurphy

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@telkomsel
@geonews_urdu
@jornalistavitor
@filafresh
@56perumal
@peter_s_becks1
@british_airways
@sahelhkj
@baarahk

Top Tweeters in G1:
@jornalistavitor
@filafresh
@baarahk
@amuraovonn
@dev_discourse
@ken_crichlow
@raivoonet
@tzdiscovery
@viazcanv
@ani

Top Tweeters in G2:
@bbcnews
@cnn
@france24
@ajenglish
@theeconomist
@uppolice
@ntvuganda
@badiucao
@aidenkaliisa
@botcongo

Top Tweeters in G3:
@botcybersec
@mwirigi
@zimrirosas
@redmayne_robert
@jonatusjr
@sdg2030
@hakro_javed
@selemanykitenge
@givenality
@icedris

Top Tweeters in G4:
@awkward_1110
@advsola
@eco1start
@sally8229650811
@afp
@bagaluesunab
@reutersworld
@geiger_harald
@tolonews
@nenagh9

Top Tweeters in G5:
@amazonhelp
@telkomsel
@httweets
@cnnnews18
@shieldvoc
@ndtv
@hdfcbank_cares
@bcci
@theofficialsbi
@timesofindia

Top Tweeters in G6:
@jfsebastian146
@ana_captures
@education_24x7
@syawal
@jane__eden
@zftwarning
@ineeshadvs
@nobrtshnyobjs
@justusnatuhwera
@filhoeterno12

Top Tweeters in G7:
@lalojimjuarez
@ahmad_alomar
@botfemale
@nohivo
@superteamup
@meladalklimat
@afiscalistas
@tujadili
@lilajosefina74
@choikepurun

Top Tweeters in G8:
@le_figaro
@nytimes
@kukk44
@washingtonpost
@latimes
@lemondefr
@raju_464
@windows
@wsj
@alarabiya_eng

Top Tweeters in G9:
@parvenbd
@tihtri
@gabyao
@mapsofworld
@brecordernews
@ottoareyesestr2
@jumaabdukarim
@outwidit
@oyincomms
@kobbykyjunior

Top Tweeters in G10:
@dunya_gazetesi
@srzjwalters
@barbaranavarro
@sutoku3
@hbbtruth
@peterharris567
@claytravis
@erkanguntore
@niklassvensson
@quebecretweet


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