worldbank, Twitter, 10/29/2020 11:11:41 PM, 239118


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worldbank_2020-10-29_05-25-33.xlsx
worldbank_2020-10-29_05-25-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 29, 2020
Short Description:
worldbank via NodeXL https://bit.ly/3e7baid
@worldbank
@bancomundiallac
@yayrakoku
@worldbankafrica
@banquemondiale
@bancomundial
@nditsid
@wbg_climate
@worldbankdata
@carminaovargas

Top hashtags:
#covid19
#nigeria
#worldbank
#africa
#pmcbankcrisis
#resilientrecovery

Description:
Description
The graph represents a network of 8,089 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, 29 October 2020 at 12:38 UTC.

The requested start date was Thursday, 29 October 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, 7-hour, 58-minute period from Sunday, 25 October 2020 at 15:55 UTC to Wednesday, 28 October 2020 at 23:53 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 : 8089
Unique Edges : 11061
Edges With Duplicates : 19305
Total Edges : 30366
Number of Edge Types : 5
Retweet : 4779
MentionsInRetweet : 12687
Tweet : 723
Replies to : 1253
Mentions : 10924
Self-Loops : 783
Reciprocated Vertex Pair Ratio : 0.0166607585962425
Reciprocated Edge Ratio : 0.0327754532775453
Connected Components : 441
Single-Vertex Connected Components : 189
Maximum Vertices in a Connected Component : 6903
Maximum Edges in a Connected Component : 28822
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.494272
Graph Density : 0.000263023419355809
Modularity : 0.449537
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 8,089 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, 29 October 2020 at 12:38 UTC.

The requested start date was Thursday, 29 October 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, 7-hour, 58-minute period from Sunday, 25 October 2020 at 15:55 UTC to Wednesday, 28 October 2020 at 23:53 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:
[276] http://documents1.worldbank.org/curated/en/874551467990345646/pdf/534970NWP0DP0910Box345611B01PUBLIC1.pdf
[105] https://data.worldbank.org/region/heavily-indebted-poor-countries-hipc
[92] https://workpointtoday.com/thai-gdp-worldbank/
[34] https://live.worldbank.org/smart-buys
[27] https://data.worldbank.org/country/XE
[25] https://blogs.worldbank.org/africacan/ghana-balancing-economic-growth-and-depletion-resources
[17] https://www.imo.org/en/MediaCentre/PressBriefings/pages/38-FINSMART-roundtable.aspx
[17] https://www.wsj.com/articles/u-s-sanctions-iran-s-petroleum-ministry-national-iranian-oil-company-tanker-subsidiary-11603733657
[12] http://documents1.worldbank.org/curated/en/993371585947965984/pdf/World-COVID-19-Strategic-Preparedness-and-Response-Project.pdf
[12] http://documents1.worldbank.org/curated/en/891271581349536392/pdf/Nigeria-on-the-Move-A-Journey-to-Inclusive-Growth-Moving-Toward-a-Middle-Class-Society.pdf

Top URLs in Tweet in G1:
[275] http://documents1.worldbank.org/curated/en/874551467990345646/pdf/534970NWP0DP0910Box345611B01PUBLIC1.pdf
[32] https://live.worldbank.org/smart-buys
[8] https://www.worldbank.org/en/topic/teachingandlearning/brief/global-education-evidence-advisory-panel
[7] https://blogs.worldbank.org/governance/fighting-corruption-through-open-government-initiatives?cid=ECR_TT_worldbank_EN_EXT
[7] https://www.worldbank.org/en/topic/competitiveness/brief/the-world-bank-productivity-project?cid=EXT_WBSocialShare_EXT
[6] https://live.worldbank.org/smart-buys?cid=ECR_TT_worldbank_EN_EXT
[6] https://blogs.worldbank.org/endpovertyinsouthasia/how-did-indias-rural-economy-fare-through-covid-19-lockdown-and-re-opening?cid=sar_tt_india_en_ext
[6] https://www.eventbrite.com/e/leonard-cheshire-world-bank-assistive-technology-disability-covid19-tickets-125181255505
[5] https://www.worldbank.org/en/publication/trust-fund-annual-report-2020
[5] 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 G2:
[17] https://www.wsj.com/articles/u-s-sanctions-iran-s-petroleum-ministry-national-iranian-oil-company-tanker-subsidiary-11603733657
[9] https://twitter.com/iran_policy/status/1320680038753329152
[9] https://www.ncr-iran.org/en/news/iran-resistance/iran-regimes-terrorism-and-propaganda-go-hand-in-hand-and-both-must-be-shut-down/
[8] https://www.ncr-iran.org/en/news/terrorism-a-fundamentalism/the-trial-of-assadi-iran-regimes-diplomat-terrorist-and-its-significance/
[8] https://english.mojahedin.org/i/iran-protests-ahvaz-bushehr-ilam-20201026
[2] https://www.reuters.com/article/us-imf-worldbank-infrastructure-idUSKBN26Q31Z?taid=5f7bd58cf056530001318aae&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.unicefusa.org/stories/unicef-warns-pandemic-could-cause-spike-stillbirths/37766
[2] https://twitter.com/wef/status/799632174043561984
[2] https://moinakon.blogspot.com/2020/10/on-27102020-i-must-get-freedom-my-dues.html?m=1
[1] https://twitter.com/sunnyfernandes/status/1320370135689957376

Top URLs in Tweet in G3:
[3] https://berkeley.zoom.us/webinar/register/WN_zqIx1QSdSiq2TTH_OZcBkg
[2] https://www.biicl.org/events/11422/human-rights-and-small-states-challenges-resilience-and-advocacy
[2] https://blogs.worldbank.org/health/why-protecting-promoting-essential-services-women-and-children-now-more-critical-ever?sf130971055=1
[2] https://blogs.worldbank.org/education/accelerating-foundational-literacy-and-numeracy-through-focus-measurement-support-and?sf131066049=1
[1] https://twitter.com/guardiannews/status/1321573178683121665
[1] https://www.wto.org/english/tratop_e/womenandtrade_e/webinar_wom_trd_151020_e.htm
[1] https://twitter.com/NigeriaStories/status/1321422923262033921
[1] https://twitter.com/BBGAfrica/status/1321046323114741760?s=20
[1] https://www.rich.co.ke/rctools/wrapup.php?dt=MjAyMC0wNy0yNA%3D%3D#B
[1] https://www.reuters.com/article/health-coronavirus-africa-remittances/african-money-transfer-firms-thrive-as-pandemic-spurs-online-remittances-idUSKBN27B0UB

Top URLs in Tweet in G4:
[8] https://bit.ly/3jhDhMs
[6] https://blogs.worldbank.org/digital-development/ethiopia-prototyping-mobile-app-support-women-entrepreneurs-facing-pandemic
[5] https://live.worldbank.org/closing-the-digital-divide
[5] https://twitter.com/Namuks/status/1321036996987494400
[3] https://bit.ly/2IKrvO4
[3] https://blogs.worldbank.org/voices/equal-access-digital-technologies-key-resilient-recovery?cid=EXT_WBBlogTweetableShare_D_EXT
[3] https://www.worldbank.org/en/topic/competitiveness/coronavirus
[3] https://blogs.worldbank.org/psd/tax-authorities-have-role-play-helping-smes-weather-covid-19-crisis
[3] https://blogs.worldbank.org/psd/innovative-financial-product-weathers-covid-19-storm
[3] https://blogs.worldbank.org/youth-transforming-africa/resilience-time-covid-19?cid=EXT_WBBlogTweetableShare_D_EXT

Top URLs in Tweet in G5:
[4] https://openknowledge.worldbank.org/handle/10986/34602?cid=lac_tt_wblac_es_extp&cid=lac_tt_wblac_es_ext
[4] https://blogs.worldbank.org/jobs/three-ways-artificial-intelligence-can-help-boost-youth-employment
[4] https://blogs.worldbank.org/es/latinamerica/para-erradicar-la-pobreza-hay-que-cerrar-las-brechas-de-genero?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM82400?cid=SHR_BlogSiteShare_ES_EXT
[4] https://twitter.com/WorldBank/status/1320440150074281989
[3] https://blogs.worldbank.org/es/opendata/356-millones-de-ninos-viven-en-pobreza-extrema?CID=WBW_AL_BlogNotification_ES_EXT?cid=SHR_BlogSiteShare_ES_EXT
[2] https://blogs.worldbank.org/es/latinamerica/cerrar-la-brecha-digital-para-combatir-la-pobreza-en-america-latina-y-el-caribe
[2] https://blogs.worldbank.org/es/latinamerica/poner-un-precio-al-carbono-puede-ayudar-america-latina-en-su-camino-hacia-un-futuro-de?cid=lac_tt_wblac_es_ext
[2] https://blogs.worldbank.org/es/voces/cinco-ensenanzas-que-pueden-ayudar-invertir-con-exito-en-las-personas?cid=ECR_TT_worldbank_ES_EXT
[2] https://blogs.worldbank.org/es/voces/dia-internacional-para-la-erradicacion-de-la-pobreza-una-oportunidad-para-renovar-el-compromiso?cid=ECR_TT_worldbank_ES_EXT
[2] http://documents1.worldbank.org/curated/en/232501603286799234/pdf/Learning-Poverty-Measures-and-Simulations.pdf

Top URLs in Tweet in G6:
[4] 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
[3] https://www.worldbank.org/en/news/feature/2019/12/12/2020-vision---new-year-new-cartoon-calendar?CID=WAT_TT_Water_EN_EXT
[3] https://www.worldbank.org/en/news/press-release/2020/10/22/vietnam-signs-landmark-deal-with-world-bank-to-cut-carbon-emissions-and-reduce-deforestation?cid=ccg_tt_climatechange_en_ext
[2] https://blogs.worldbank.org/climatechange/hydromet-services-public-sector-domain-or-private-sector-business?cid=ccg_tt_climatechange_en_ext
[2] https://events.globallandscapesforum.org/agenda/biodiversity-2020/28-october-2020/tools-and-financing-for-building-back-greener/
[1] http://wrld.bg/mwgZ30rfdHi
[1] http://www.worldbank.org/en/news/feature/2018/11/19/world-toilet-day?CID=WAT_TT_Water_EN_EXT
[1] https://blogs.worldbank.org/water/possibilities-remote-how-danube-water-program-navigates-corona-crisis
[1] http://wrld.bg/iHcI50BLrP4
[1] https://www.worldbank.org/en/news/immersive-story/2020/09/17/how-to-build-back-better-after-the-covid-19-crisis-a-practical-approach-applied-to-fiji?cid=ccg_tt_climatechange_en_ext

Top URLs in Tweet in G7:
[5] https://twinybots.ch/
[5] https://blogs.worldbank.org/africacan/ghana-balancing-economic-growth-and-depletion-resources
[3] 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
[3] https://www.gf-accord.biz/
[3] https://cmun.it/e/bbj4il1/article/us-imf-worldbank-bndes-idUSKBN1WX1YJ?t=1572682697
[2] https://twitter.com/WorldBank/status/1320395035079249946
[2] https://twitter.com/worldbank/status/1320168290161971202
[2] https://oilprice.com/Energy/Oil-Prices/World-Bank-Sees-Oil-Average-44-in-2021.html
[2] https://blogs.worldbank.org/digital-development/ethiopia-prototyping-mobile-app-support-women-entrepreneurs-facing-pandemic
[2] https://twitter.com/WorldBank/status/1320621391864016897

Top URLs in Tweet in G8:
[102] https://data.worldbank.org/region/heavily-indebted-poor-countries-hipc
[27] https://data.worldbank.org/country/XE
[20] https://blogs.worldbank.org/africacan/ghana-balancing-economic-growth-and-depletion-resources
[9] https://data.worldbank.org/country/ghana?view=chart
[7] https://www.worldbank.org/en/topic/debt/brief/hipc
[3] https://data.worldbank.org/
[2] https://blogs.worldbank.org/nasikiliza/economic-relief-through-social-safety-nets-during-covid-19-crisis-case-ghana
[1] https://twitter.com/PulseGhana/status/1321027902331301890
[1] http://www.worldbank.org/
[1] https://data.worldbank.org/?locations=XE-GH

Top URLs in Tweet in G9:
[6] https://www.worldbank.org/en/region/eca/publication/europe-and-central-asia-economic-update?cid=eca_tt_eca_en_extp
[4] https://www.worldbank.org/en/events/2020/09/09/getting-to-equal-in-a-changing-world-second-global-gender-in-oil-gas-and-mining-conference?cid=eae_tt_energy_en_ext#2
[3] http://wrld.bg/NLzR50BH1oo?cid=eae_tt_energy_en_ext
[3] https://live.worldbank.org/europe-digital-dilemma?cid=eca_tt_eca_en_ext
[2] http://wrld.bg/sg8150BHNyU?cid=eae_tt_energy_en_ext
[2] http://wrld.bg/jKBj50BzzNu?cid=eae_tt_energy_en_ext
[2] https://blogs.worldbank.org/digital-development/ethiopia-prototyping-mobile-app-support-women-entrepreneurs-facing-pandemic
[2] https://www.financialexpress.com/opinion/power-play-how-renewables-march-could-end-state-discom-era/2114342/
[2] https://www.youtube.com/watch?v=5BoAOdDFh7Q&feature=youtu.be

[2] https://youtu.be/5BoAOdDFh7Q

Top URLs in Tweet in G10:
[5] https://www.eventbrite.com/e/2020-gyeo-virtual-series-closing-event-registration-125031110417
[3] https://www.facebook.com/embassyofswedeninkampala/videos/3314516358598273/
[2] https://us02web.zoom.us/meeting/register/tZwocuyhrj8qE9Owi4ac1gADYKS2nQFwY3t4
[2] http://www.ranlab.org
[1] https://asunow.asu.edu/20201019-asu-partners-un-world-bank-gender-equality-training-world-leaders
[1] https://static.sustainability.asu.edu/giosMS-uploads/sites/28/2020/10/web_USAID-Project-Page.pdf
[1] https://twitter.com/ntvuganda/status/1321524836993302543
[1] https://twitter.com/YouthEconOpps/status/1321483041244676096
[1] https://www.facebook.com/embassyofswedeninkampala/?_rdc=1&_rdr
[1] https://twitter.com/NIRA_Ug/status/1320686316066082816

Top Domains
Top Domains in Tweet in Entire Graph:
[1537] worldbank.org
[292] twitter.com
[139] wrld.bg
[92] workpointtoday.com
[26] bit.ly
[25] youtube.com
[19] wsj.com
[17] imo.org
[17] ncr-iran.org
[16] zoom.us

Top Domains in Tweet in G1:
[689] worldbank.org
[77] wrld.bg
[61] twitter.com
[6] bit.ly
[6] youtube.com
[6] eventbrite.com
[5] google.com
[5] bigshiftglobal.org
[4] pv-magazine.com
[3] ifc.org

Top Domains in Tweet in G2:
[54] twitter.com
[17] ncr-iran.org
[17] wsj.com
[11] worldbank.org
[8] mojahedin.org
[3] reuters.com
[3] youtube.com
[2] indiatimes.com
[2] theguardian.com
[2] trib.al

Top Domains in Tweet in G3:
[13] twitter.com
[10] worldbank.org
[3] zoom.us
[2] co.ke
[2] biicl.org
[1] wto.org
[1] reuters.com
[1] ft.com
[1] unsgsa.org
[1] berkeley.edu

Top Domains in Tweet in G4:
[50] worldbank.org
[24] wrld.bg
[20] twitter.com
[12] bit.ly
[1] linkedin.com
[1] medium.com
[1] karmacolonialism.org
[1] co.ke

Top Domains in Tweet in G5:
[66] worldbank.org
[4] twitter.com
[2] brettonwoodsproject.org
[1] wrld.bg
[1] iadb.org

Top Domains in Tweet in G6:
[29] worldbank.org
[12] wrld.bg
[7] twitter.com
[3] globallandscapesforum.org
[2] therisk.global
[1] vimeo.com
[1] ucsc.edu
[1] iixglobal.com
[1] data4sdgs.org
[1] zoom.us

Top Domains in Tweet in G7:
[94] worldbank.org
[41] twitter.com
[7] linkedin.com
[5] twinybots.ch
[5] com.br
[5] reuters.com
[4] furtherafrica.com
[3] gf-accord.biz
[3] cmun.it
[2] oilprice.com

Top Domains in Tweet in G8:
[176] worldbank.org
[4] twitter.com

Top Domains in Tweet in G9:
[33] worldbank.org
[12] wrld.bg
[4] norvanreports.com
[3] twitter.com
[2] financialexpress.com
[2] youtube.com
[2] youtu.be
[2] pv-magazine.com
[1] ac.uk
[1] euronews.com

Top Domains in Tweet in G10:
[7] twitter.com
[5] eventbrite.com
[4] facebook.com
[3] ranlab.org
[2] asu.edu
[2] zoom.us
[1] mybluehost.me
[1] ileaderssummit.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[656] covid19
[333] nigeria
[193] worldbank
[119] africa
[79] pmcbankcrisis
[78] resilientrecovery
[67] blog4dev
[62] poverty
[55] iran
[54] pmcbankscam



Top Hashtags in Tweet in G1:
[307] covid19
[60] africa
[55] resilientrecovery
[42] marineplastic
[35] somalia
[31] poverty
[30] subsaharan
[29] संकल्पपत्र2017केशिक्षामित्र
[28] kenya
[25] pandemic

Top Hashtags in Tweet in G2:
[79] pmcbankcrisis
[54] pmcbankscam
[54] iran
[28] india
[24] unitedstates
[15] solar
[12] poverty
[11] covid19
[10] solarenergy
[10] terrorism

Top Hashtags in Tweet in G3:
[303] nigeria
[13] covid19
[5] africa
[5] southafrica
[5] endsars
[4] securedtransactions
[3] costober
[3] endbadgovernanceinnigeria
[2] womenandtrade
[2] smallstates

Top Hashtags in Tweet in G4:
[59] covid19
[37] blog4dev
[26] ethiopia
[24] women
[19] africa
[10] tanzania
[9] ghana
[9] nigerian
[9] entrepreneur
[9] sdgsandher

Top Hashtags in Tweet in G5:
[141] covid19
[10] alc
[10] educación
[9] recuperaciónsostenible
[6] precioalcarbono
[5] carbono
[5] learningpoverty
[4] perspectivas2021
[4] amlat
[4] artificialintelligence

Top Hashtags in Tweet in G6:
[26] ivonnehiguero
[20] 32zimbabwebaby
[20] glfbiodiversity
[13] vietnam
[11] climatechange
[10] covid19
[8] weather
[8] climate
[7] socialprotection
[7] climateactionwbg

Top Hashtags in Tweet in G7:
[62] worldbank
[13] covid19
[7] africa
[6] imf
[5] ghana
[4] prototyping
[4] agriculture
[4] assam
[3] oil
[3] gas

Top Hashtags in Tweet in G8:
[3] kicknanaout
[3] hipc
[2] agyaparoyalthieves
[1] worldbank
[1] ndc
[1] 4more2domore

Top Hashtags in Tweet in G9:
[23] covid19
[12] resilientrecovery
[11] webinar
[11] latinamerica
[11] renewableenergy
[11] caribbean
[11] cleancooking
[10] energy
[9] africa
[8] cleanenergy

Top Hashtags in Tweet in G10:
[24] promotegreengrowthug
[9] randigitalidreport
[6] youth
[6] tvetreformsug
[5] sweden
[5] usa
[5] fcpa
[5] moneylaundering
[3] genderequality
[3] uganda

Top Words
Top Words in Tweet in Entire Graph:
[4000] worldbank
[724] world
[689] more
[655] #covid19
[561] bus
[516] global
[512] time
[504] countries
[454] bank
[439] wto

Top Words in Tweet in G1:
[1753] worldbank
[558] bus
[372] more
[363] global
[321] countries
[319] project
[306] #covid19
[295] nathanobrutse
[291] available
[286] india

Top Words in Tweet in G2:
[358] pmoindia
[352] worldbank
[347] rbi
[340] nsitharaman
[338] narendramodi
[324] finminindia
[306] sunnyfernandes
[299] fayedsouza
[299] abpnews
[296] mumbaimirror

Top Words in Tweet in G3:
[608] worldbank
[403] wto
[384] noiweala
[351] bboason
[342] gavi
[308] time
[307] minister
[307] former
[306] two
[306] finance

Top Words in Tweet in G4:
[167] worldbankafrica
[122] worldbank
[74] worldbankkenya
[68] more
[59] #covid19
[59] crisis
[56] digital
[55] women
[43] poor
[42] international

Top Words in Tweet in G5:
[151] bancomundiallac
[141] #covid19
[112] países
[92] pandemia
[89] región
[84] salud
[80] costos
[80] bancomundial
[79] nuestra
[79] golpeada

Top Words in Tweet in G6:
[131] worldbank
[91] wbg_climate
[73] nenagh9
[72] unodc
[70] unep
[65] climate
[52] ghadafathiwaly
[52] emsfoundationsa
[52] eu_commission
[52] sadc_news

Top Words in Tweet in G7:
[61] #worldbank
[45] world
[40] bank
[18] pandemic
[13] covid
[13] #covid19
[13] data
[12] support
[12] countries
[11] economic

Top Words in Tweet in G8:
[282] hip
[124] ghana
[101] hipc
[97] back
[95] yayrakoku
[94] hullaaaaayyy
[94] thanks
[94] opana
[22] economic
[20] francis_abban

Top Words in Tweet in G9:
[58] worldbank
[43] wbg_energy
[34] energy
[34] access
[33] countries
[27] more
[24] cooking
[23] #covid19
[23] oil
[22] gender

Top Words in Tweet in G10:
[89] worldbank
[30] swedeninug
[30] thank
[24] #promotegreengrowthug
[23] africaresilient
[19] partnership
[19] nira_ug
[19] dfcugroup
[18] today
[17] mofpedu

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[395] world,bank
[339] gavi,noiweala
[311] worldbank,md
[309] finminindia,nsitharaman
[308] former,worldbank
[308] pmoindia,rbi
[304] finance,minister
[302] two,time
[302] time,finance
[302] minister,former

Top Word Pairs in Tweet in G1:
[279] ashok,leyland
[275] project,details
[275] details,available
[275] available,worldbank
[275] worldbank,bus
[275] bus,manufacturer
[275] manufacturer,ashok
[275] leyland,india
[275] india,bus
[275] bus,model

Top Word Pairs in Tweet in G2:
[309] finminindia,nsitharaman
[308] pmoindia,rbi
[300] narendramodi,pmoindia
[299] rbi,finminindia
[299] nsitharaman,fayedsouza
[296] abpnews,mumbaimirror
[287] sunnyfernandes,narendramodi
[244] fayedsouza,abpnews
[216] mumbaimirror,mirrornow
[118] bhatsunils,sunnyfernandes

Top Word Pairs in Tweet in G3:
[339] gavi,noiweala
[301] two,time
[301] time,finance
[301] finance,minister
[301] minister,former
[301] former,worldbank
[301] worldbank,md
[300] md,head
[300] head,gavi
[297] elected,wto

Top Word Pairs in Tweet in G4:
[39] worldbankkenya,worldbankafrica
[37] worldbank,worldbankkenya
[36] international,organisations
[34] hey,worldbank
[34] worldbankafrica,remember
[34] remember,international
[34] organisations,view
[33] armstrongtoo,hey
[33] view,afr
[30] worldbank,worldbankafrica

Top Word Pairs in Tweet in G5:
[80] pandemia,#covid19
[79] nuestra,región
[79] región,golpeada
[79] golpeada,pandemia
[79] #covid19,costos
[79] costos,económicos
[79] económicos,salud
[79] salud,varían
[78] bancomundiallac,nuestra
[50] mira,análisis

Top Word Pairs in Tweet in G6:
[54] unep,worldbank
[52] unodc,ghadafathiwaly
[52] ghadafathiwaly,emsfoundationsa
[52] emsfoundationsa,eu_commission
[52] eu_commission,unep
[52] worldbank,sadc_news
[51] sadc_news,afp
[39] nenagh9,unodc
[29] world,bank
[24] bank,group

Top Word Pairs in Tweet in G7:
[40] world,bank
[9] covid,19
[7] banco,mundial
[5] support,women
[5] ghana,balancing
[5] balancing,economic
[5] economic,growth
[5] growth,depletion
[5] depletion,resources
[5] resources,#ghana

Top Word Pairs in Tweet in G8:
[188] hip,hip
[97] ghana,back
[96] back,hipc
[94] hip,hullaaaaayyy
[94] hullaaaaayyy,ghana
[94] hipc,thanks
[94] thanks,opana
[93] yayrakoku,hip
[20] ghana,balancing
[20] balancing,economic

Top Word Pairs in Tweet in G9:
[21] access,modern
[20] oil,gas
[17] gas,mining
[16] worldbank,the_idb
[15] submit,proposal
[14] cooking,services
[14] mining,submit
[14] proposal,speak
[13] modern,energy
[13] energy,cooking

Top Word Pairs in Tweet in G10:
[12] worldbank,swedeninug
[9] partnership,agreement
[9] worldbank,dfcugroup
[8] signed,partnership
[8] ugx,12
[8] 12,billion
[7] uganda4dev,#promotegreengrowthug
[7] today,worldbank
[7] worldbank,signed
[7] agreement,swedeninug

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@gatesfoundation
@bboason
@realisabako
@eblatmann
@sunnyfernandes
@nathanobrutse
@un_women
@sheckymashe
@drbeileh

Top Replied-To in G1:
@worldbank
@nathanobrutse
@kwabenaawuku
@jeremyfarrar
@wofa_kojo
@fcdogovuk
@salavatialireza
@y_reform
@mef_peru
@awaismsumra

Top Replied-To in G2:
@sunnyfernandes
@worldbank
@narendramodi
@fatfnews
@anasalhajji
@imfnews
@squawkcnbc
@architectsunepa
@imflive
@reutersscience

Top Replied-To in G3:
@gatesfoundation
@bboason
@realisabako
@worldbank
@frontierafr
@paulmorax1
@agnesgitau
@valentinowpg
@laurie_garrett
@blaiq_media12

Top Replied-To in G4:
@worldbankafrica
@worldbank
@armstrongtoo
@cameroonpm237
@monicahone
@diop_wb
@tommakau
@9thsepth
@hotshotcreative
@akenyangirl

Top Replied-To in G5:
@vogt_schilb
@dile_o
@ulivolz
@worldbank

Top Replied-To in G6:
@nenagh9
@ajluverley
@verdikat
@sdg16plus
@followtrains019
@erbaughjt
@ghredd_official
@hashoofdn
@volkskrant

Top Replied-To in G8:
@kufuor_francis
@rashpelp
@konkrumah
@the_edwinodoi
@nakufoaddo
@barca4lyff2
@citi973
@yayrakoku
@unkledone
@ericbless20

Top Replied-To in G9:
@the_aceproject
@wbg_energy

Top Replied-To in G10:
@cedricndilima
@swedeninug
@africaresilient
@asuglobalfuture
@mohamed_almenfi
@landeals1
@nira_ug
@george_geria
@ludabujoreanu
@ekahat1

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wto
@noiweala
@gavi
@pmoindia
@rbi
@nsitharaman
@imfnews
@bboason
@narendramodi

Top Mentioned in G1:
@worldbank
@nathanobrutse
@fcdogovuk
@mari_pangestu
@liz_sugg
@wbg_education
@davidmalpasswbg
@jaimesaavedra22
@rglenner
@hafezghanem_wb

Top Mentioned in G2:
@pmoindia
@rbi
@worldbank
@nsitharaman
@narendramodi
@finminindia
@fayedsouza
@abpnews
@mumbaimirror
@sunnyfernandes

Top Mentioned in G3:
@worldbank
@wto
@noiweala
@gavi
@bboason
@alykhansatchu
@nigeriagov
@tola_abimbola
@eboayodeji
@imfnews

Top Mentioned in G4:
@worldbankafrica
@worldbank
@worldbankkenya
@armstrongtoo
@diop_wb
@akenyangirl
@wbtanzania
@mymobihealth
@funmi_adewara
@hotshotcreative

Top Mentioned in G5:
@bancomundiallac
@bancomundial
@cf_jaramillo
@ulivolz
@familiar_bm
@voxlacea
@wbg_education
@jpazvd
@worldbank
@dianagoldemberg

Top Mentioned in G6:
@worldbank
@wbg_climate
@unodc
@unep
@nenagh9
@ghadafathiwaly
@emsfoundationsa
@eu_commission
@sadc_news
@afp

Top Mentioned in G7:
@tornemescoles
@allentien
@mastewale

Top Mentioned in G8:
@yayrakoku
@francis_abban
@mbawumia
@nakufoaddo
@citi973
@konkrumah
@worldbank
@montelewa99
@alpha1cruzx
@fixondennis

Top Mentioned in G9:
@worldbank
@wbg_energy
@the_idb
@wbcaribbean
@seforallorg
@lse_lacc
@liliabur
@cl
@melindagates
@wo

Top Mentioned in G10:
@worldbank
@swedeninug
@africaresilient
@dfcugroup
@mofpedu
@nira_ug
@usaid_digital
@uganda4dev
@govuganda
@makerereu

Top Tweeters
Top Tweeters in Entire Graph:
@federicoalves
@catmamaxxx
@jude_mugabi
@toyubomm
@serendipitysays
@i_warminghoney
@honeymoongondol
@femtech_
@pedrocantue
@cnnnews18

Top Tweeters in G1:
@mediosperuanos
@ay_bkini
@abcdabaf
@lalojimjuarez
@tzdiscovery
@andym6769
@cultiv8hope
@designerkath
@ssxman2
@olumideidowu

Top Tweeters in G2:
@honeymoongondol
@cnnnews18
@httweets
@ndtv
@indianexpress
@hdfcbank_cares
@cipherequality
@railminindia
@business
@timesofindia

Top Tweeters in G3:
@garrincha_1962_
@ssagwuna
@vanguardngrnews
@safimaasai
@classicfm973
@alykhansatchu
@segalink
@karoagono
@usatoday
@badstiles

Top Tweeters in G4:
@johangreg
@mothoni_
@nytimesworld
@nanaware1
@chouchoumpacko
@ngowithe3rd
@muharusta
@carolndosi
@tukei_
@kalex254

Top Tweeters in G5:
@federicoalves
@pedrocantue
@hongry_hrm
@nicoleodera
@josantoniomas
@rufone
@zimrirosas
@afiscalistas
@adricultora
@maperez324

Top Tweeters in G6:
@catsfromulthar
@ken_crichlow
@wwf
@allan_crawshaw
@welt
@lynxlynx8
@volkskrant
@moisturevapor8r
@nordstjarna
@sally8229650811

Top Tweeters in G7:
@allentien
@jimmyroybloom
@saeedbaygi
@theinfostride
@gtlang74
@morlockp
@gfradelos
@iamsanhedrin
@__lassee__
@mikloshvanegan

Top Tweeters in G8:
@citi973
@obiba_
@johnterrytresh
@seanreezy25
@truecoaster
@elorm_trybes
@jamestiger98
@kwamekyeibafour
@kwadwosheldon
@kandialla_

Top Tweeters in G9:
@k3in3ahnung_
@financialxpress
@nort_lights
@susanamnk
@ph_aedd
@meladalklimat
@charlyaztec
@ellenfreyta
@euronewsru
@fleurenewman

Top Tweeters in G10:
@jude_mugabi
@nbstv
@entrepreneur
@dannyt_ug
@lugamboblog
@alshawafmumin
@eu_echo
@iste
@usaid
@ugandamediacent


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