worldbank, Twitter, 7/3/2019 11:18:56 AM, 201888


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worldbank_2019-07-03_02-18-21.xlsx
worldbank_2019-07-03_02-18-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2019
Short Description:
worldbank via NodeXL http://bit.ly/2YtJxar
@worldbank
@bancomundiallac
@realreanigeria
@babsmgarcia
@_joaquintoro
@worldbankmena
@nzabandorajust1
@kgeorgieva
@avigyansingh18
@wbg_climate

Top hashtags:
#worldbank
#digitalmashreq
#digitalcurrency
#inequality
#jordan

Description:
Description
The graph represents a network of 4,906 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 Wednesday, 03 July 2019 at 09:20 UTC.

The requested start date was Monday, 01 July 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 9-hour, 21-minute period from Friday, 28 June 2019 at 14:39 UTC to Monday, 01 July 2019 at 00:01 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 : 4906
Unique Edges : 7261
Edges With Duplicates : 29379
Total Edges : 36640
Number of Edge Types : 3
Mentions : 35088
Replies to : 996
Tweet : 556
Self-Loops : 556
Reciprocated Vertex Pair Ratio : 0.0219979589522622
Reciprocated Edge Ratio : 0.0430489293243093
Connected Components : 296
Single-Vertex Connected Components : 184
Maximum Vertices in a Connected Component : 4237
Maximum Edges in a Connected Component : 35948
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.498624
Graph Density : 0.000374543975152853
Modularity : 0.204458
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[37] http://blogs.worldbank.org/opendata/half-world-s-poor-live-just-5-countries?utm_sq=g4dqk6twez
[23] http://documents.worldbank.org/curated/en/468091468137379607/pdf/multi-page.pdf
[22] https://eagle.co.ug/2019/06/29/police-probes-bous-shs400b-hidden-in-masaka.html
[21] http://wrld.bg/p0tf50uMQ2k
[16] https://eagle.co.ug/2019/06/30/bou-saga-senior-staff-mutebile-recruited-had-no-required-qualifications-and-experience.html
[16] https://www.reuters.com/article/us-g20-japan-worldbank-idUSKCN1TT364?utm_campaign=trueAnthem%3A+Trending+Content&utm_content=5d17e0a78e73cc00016374d4&utm_medium=trueAnthem&utm_source=twitter
[16] https://www.reuters.com/article/us-g20-japan-worldbank/world-bank-chief-urges-reforms-to-attract-investment-amid-trade-uncertainty-idUSKCN1TT364?feedType=RSS&feedName=topNews&utm_source=dlvr.it&utm_medium=twitter
[14] https://blogs.worldbank.org/es/voices/abordar-los-desafios-mas-urgentes-para-los-mas-pobres-y-vulnerables?cid=ECR_TT_worldbank_ES_EXT&hootPostID=d109e3a55dea773d3ea3a55f748b8409
[14] https://www.worldbank.org/en/news/infographic/2019/06/27/universal-health-coverage-uhc-all-people-have-access-to-quality-affordable-health-services?cid=ECR_FB_WorldBank_EN_EXT&hootPostID=26e708990f178113ab802b280358419b
[12] https://www.abplive.in/world-news/world-bank-approves-usd-722-million-loan-for-pakistan-1022882

Top URLs in Tweet in G1:
[23] http://documents.worldbank.org/curated/en/468091468137379607/pdf/multi-page.pdf
[11] http://documents.worldbank.org/curated/en/641451561043585615/pdf/Driving-Sustainable-Inclusive-Growth-in-the-21st-Century.pdf
[9] https://www.worldbank.org/en/news/infographic/2019/06/27/universal-health-coverage-uhc-all-people-have-access-to-quality-affordable-health-services?cid=ECR_FB_WorldBank_EN_EXT&hootPostID=26e708990f178113ab802b280358419b
[6] https://www.thedailystar.net/country/news/govt-signs-100m-deal-wb-improve-public-service-delivery-1764133
[6] https://www.worldbank.org/en/news/press-release/2019/06/27/tuberculosis-india-world-bank-loan?cid=SHR_SitesShareTT_EN_EXT
[5] https://www.worldbank.org/en/topic/universalhealthcoverage/publication/high-performance-health-financing-for-universal-health-coverage-driving-sustainable-inclusive-growth-in-the-21st-century?cid=SHR_SitesShareTT_EN_EXT
[4] http://blogs.worldbank.org/opendata/creating-safer-workplaces-how-far-have-we-come?cid=ECR_TT_WorldBank_EN_EXT
[4] https://www.worldbank.org/en/topic/energy/publication/mini-grids-for-half-a-billion-people?cid=ECR_E_NewsletterWeekly_EN_EXT
[4] https://www.thecable.ng/world-bank-incentive-11-states-fail-publish-budget-details/amp
[4] https://www.worldbank.org/en/about/careers/programs-and-internships/young-professionals-program?cid=ECR_LI_worldbank_EN_EXT

Top URLs in Tweet in G2:
[14] https://www.reuters.com/article/us-g20-japan-worldbank-idUSKCN1TT364?utm_campaign=trueAnthem%3A+Trending+Content&utm_content=5d17e0a78e73cc00016374d4&utm_medium=trueAnthem&utm_source=twitter
[8] http://www.reuters.com/article/us-g20-japan-worldbank-idUSKCN1TT364?utm_campaign=trueAnthem:+Trending+Content&utm_content=5d16bf3c0ca7240001ca139e&utm_medium=trueAnthem&utm_source=twitter
[7] http://www.reuters.com/article/us-g20-japan-worldbank-idUSKCN1TT364?utm_campaign=trueAnthem:+Trending+Content&utm_content=5d17992e0ca7240001ca2167&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.worldbank.org/en/news/press-release/2019/06/27/tuberculosis-india-world-bank-loan
[4] http://wrld.bg/Sxvv50uMBwM
[3] https://www.worldbank.org/en/news/infographic/2019/06/27/universal-health-coverage-uhc-all-people-have-access-to-quality-affordable-health-services
[3] https://www.worldbank.org/en/news/press-release/2019/06/27/tuberculosis-india-world-bank-loan?cid=SHR_SitesShareTT_EN_EXT
[2] https://www.worldbank.org/en/news/press-release/2019/06/28/kerala-climate-resilience-state-partnership-world-bank
[2] https://www.bloomberg.com/news/articles/2019-05-07/trump-china-tariffs-who-pays
[2] https://www.reuters.com/article/us-g20-japan-worldbank/world-bank-chief-urges-reforms-to-attract-investment-amid-trade-uncertainty-idUSKCN1TT364?feedType=RSS&feedName=topNews&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[14] https://blogs.worldbank.org/es/voices/abordar-los-desafios-mas-urgentes-para-los-mas-pobres-y-vulnerables?cid=ECR_TT_worldbank_ES_EXT&hootPostID=d109e3a55dea773d3ea3a55f748b8409
[9] http://ida.worldbank.org/ida19-brochure/
[4] https://www.worldbank.org/en/news/feature/2019/06/26/can-south-asia-unstrangle-the-chicken-neck?CID=SAR_TT_SAR_EN_EXT
[4] https://blogs.worldbank.org/endpovertyinsouthasia/boosting-trade-relations-within-south-asia?CID=SAR_TT_SAR_EN_EXT
[4] http://blogs.worldbank.org/es/opendata/nuevos-datos-indican-niveles-record-de-refugiados?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM15246?cid=SHR_WBLSiteShare_es_EXT
[4] https://blogs.worldbank.org/ppps/private-sector-role-managing-land-administration-we-did-our-homework?CID=SURR_TT_WBGCities_EN_EXT
[3] http://www.worldbank.org/fcvconsultations
[3] http://blogs.worldbank.org/opendata/creating-safer-workplaces-how-far-have-we-come?cid=ECR_TT_WorldBank_EN_EXT
[3] http://blogs.worldbank.org/endpovertyinsouthasia/towards-more-resilient-afghanistan
[3] https://blogs.worldbank.org/endpovertyinsouthasia/girls-education-bangladesh-promising-journey?CID=SAR_TT_SAR_EN_EXT

Top URLs in Tweet in G4:
[22] https://eagle.co.ug/2019/06/29/police-probes-bous-shs400b-hidden-in-masaka.html
[16] https://eagle.co.ug/2019/06/30/bou-saga-senior-staff-mutebile-recruited-had-no-required-qualifications-and-experience.html
[10] https://bugandatoday.com/2019/06/27/kabaka-fires-apolo-makubuya-again-this-time-from-being-his-attorney/
[10] https://mknewslink.com/bous-more-secrets-unveiled-mutebile-recruited-five-staff-without-interviews/
[9] http://www.spyuganda.com/kabaka-mutebi-fires-lawyer-makubuya/
[6] http://www.spyuganda.com/bou-officials-in-trouble-over-shs400bn-suspicious-money/
[5] http://wrld.bg/8ad350uOzV4
[5] https://blogs.worldbank.org/voices/five-facts-fintech
[2] http://www.worldbank.org/en/news/feature/2019/04/24/financial-inclusion-beyond-payments-policy-considerations-for-digital-savings
[2] http://documents.worldbank.org/curated/en/130201561082549144/pdf/Fintech-The-Experience-so-Far-Executive-Summary.pdf

Top URLs in Tweet in G5:
[14] https://www.reuters.com/article/us-g20-japan-worldbank/world-bank-chief-urges-reforms-to-attract-investment-amid-trade-uncertainty-idUSKCN1TT364?feedType=RSS&feedName=topNews&utm_source=dlvr.it&utm_medium=twitter
[12] http://blogs.worldbank.org/opendata/half-world-s-poor-live-just-5-countries?utm_sq=g4dqk6twez
[6] https://jp.reuters.com/article/g20-japan-worldbank-idJPKCN1TU0BP
[5] https://www.nytimes.com/reuters/2019/06/29/world/asia/29reuters-g20-japan-worldbank.html?partner=IFTTT
[5] https://www.reuters.com/article/us-g20-japan-worldbank/world-bank-chief-urges-reforms-to-attract-investment-amid-trade-uncertainty-idUSKCN1TT364?feedType=RSS&feedName=topNews
[5] https://twitter.com/WorldBank/status/1145210452231823360
[4] https://jp.reuters.com/article/g20-japan-worldbank-idJPKCN1TU0BP?feedType=RSS&feedName=topNews&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+reuters%2FJPTopNews+%28News+%2F+JP+%2F+Top+News%29
[4] https://www.reuters.com/article/us-g20-japan-worldbank/world-bank-chief-urges-reforms-to-attract-investment-amid-trade-uncertainty-idUSKCN1TT364
[4] https://www.nytimes.com/reuters/2019/06/28/business/28reuters-g20-japan-worldbank.html?partner=IFTTT
[3] https://jp.reuters.com/article/g20-japan-worldbank-idJPKCN1TU0BP?feedType=RSS&feedName=businessNews&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[20] http://wrld.bg/p0tf50uMQ2k
[8] https://www.worldbank.org/en/news/press-release/2019/06/30/amman-communique-the-first-high-level-mashreq-conference-on-digital-transformation-commitments
[3] https://www.worldbank.org/en/events/2019/05/19/digital-mashreq-forum
[2] https://www.worldbank.org/en/news/press-release/2019/06/30/amman-communique-the-first-high-level-mashreq-conference-on-digital-transformation-commitments?cid=SHR_SitesShareTT_EN_EXT
[2] http://wrld.bg/Gc1o50uMQgc
[2] http://blogs.worldbank.org/arabvoices/mashreq-20-boosting-growth-creating-jobs-through-digital-transformation?cid=ECR_E_NewsletterWeekly_EN_EXT&deliveryName=DM15164?cid=SHR_WBLSiteShare_EN_EXT
[2] https://www.axios.com/without-reforms-chinas-belt-and-road-projects-could-fall-short-23c1eee7-be8a-4e30-b57b-fc494578560c.html
[1] https://twitter.com/sarojjha001/status/1145048856515817472
[1] https://blogs.worldbank.org/opendata/chart-47-million-people-are-connected-mini-grid
[1] https://openknowledge.worldbank.org/handle/10986/31984

Top URLs in Tweet in G7:
[4] https://openknowledge.worldbank.org/handle/10986/29645
[3] http://wrld.bg/zr0150uBtKB
[2] http://blogs.worldbank.org/es/latinamerica/puede-la-inteligencia-artificial-contribuir-en-la-lucha-contra-la-pobreza
[1] http://wrld.bg/r4A550uLIGI
[1] http://wrld.bg/wkYd50uMufN
[1] http://documents.worldbank.org/curated/en/696121537806645724/Argentina-Escaping-Crises-Sustaining-Growth-Sharing-Prosperity
[1] http://documents.worldbank.org/curated/en/378151467987860517/Exchange-rate-misalignment-concepts-and-measurement-for-developing-countries

Top URLs in Tweet in G8:
[1] https://www.pv-magazine.com/2019/06/28/nigeria-taps-mini-grids-to-power-universities/
[1] https://thedailyview.com.ng/2019/05/31/solar-energy-can-solve-nigerias-power-crisis/

Top URLs in Tweet in G9:
[5] http://www.worldbank.org/en/news/feature/2019/06/19/lifelines-for-better-development?CID=CCG_TT_climatechange_EN_EXT_Lifelines
[3] http://www.worldbank.org/en/about/careers/programs-and-internships/young-professionals-program?CID=CCG_TT_climatechange_EN_EXT
[1] http://www.worldbank.org/en/news/press-release/2019/06/25/mini-grids-have-potential-to-bring-electricity-to-half-a-billion-people?CID=CCG_TT_climatechange_EN_EXT
[1] https://openknowledge.worldbank.org/handle/10986/31805?CID=CCG_TT_climatechange_EN_EXT_Lifelines
[1] https://openknowledge.worldbank.org/handle/10986/31755?CID=CCG_TT_climatechange_EN_EXT
[1] https://blogs.worldbank.org/voices/fighting-climate-change-planting-trees-sea?CID=CCG_TT_climatechange_EN_EXT
[1] https://www.worldbank.org/en/news/press-release/2019/06/19/42-trillion-can-be-saved-by-investing-in-more-resilient-infrastructure-new-world-bank-report-finds
[1] https://twitter.com/hallegatte/status/1144783613428453379
[1] http://blogs.worldbank.org/water/reflections-mother-menstrual-hygiene-day?CID=WAT_TT_Water_EN_EXT
[1] http://blogs.worldbank.org/water/half-world-away-fecal-sludge-and-septage-treatment-low-and-middle-income-countries?CID=WAT_TT_Water_EN_EXT

Top URLs in Tweet in G10:
[2] https://www.pscp.tv/DigitalAgendaEU/1OdJrvgOOEXJX
[1] https://we-fi.org/
[1] https://twitter.com/davidmalpasswbg/status/1144820910999793664
[1] https://www.itu.int/en/ITU-D/Regional-Presence/Europe/Pages/Events/2019/NCS/NationalCybersecurityStrategies.aspx
[1] https://www.lemonde.fr/afrique/article/2019/06/18/l-afrique-de-l-ouest-maintient-l-objectif-2020-pour-une-monnaie-unique_5477827_3212.html
[1] https://twitter.com/ChrisFomunyoh/status/1144994959814266880
[1] https://m.facebook.com/story.php?story_fbid=10217368510418665&id=1051006885&sfnsn=mo
[1] https://tei.cgu.edu/events/womens-economic-empowerment-july-17/

Top Domains
Top Domains in Tweet in Entire Graph:
[731] worldbank.org
[157] twitter.com
[104] reuters.com
[84] wrld.bg
[38] co.ug
[25] fiinews.com
[15] spyuganda.com
[12] youtube.com
[12] abplive.in
[11] lnkd.in

Top Domains in Tweet in G1:
[181] worldbank.org
[24] twitter.com
[6] thedailystar.net
[4] wrld.bg
[4] youtube.com
[4] thecable.ng
[3] cvent.com
[3] lnkd.in
[3] twitdoc.com
[3] worldbankgroup.org

Top Domains in Tweet in G2:
[33] twitter.com
[31] reuters.com
[18] worldbank.org
[6] wrld.bg
[3] financialexpress.com
[3] blogspot.com
[2] co.uk
[2] bloomberg.com
[1] mercer.com
[1] tumblr.com

Top Domains in Tweet in G3:
[180] worldbank.org
[27] wrld.bg
[15] twitter.com
[4] bit.ly
[4] ieeeyesist12.org
[4] worldbankgroup.org
[3] blogspot.com
[3] slideshare.net
[2] opengovpartnership.org
[2] reuters.com

Top Domains in Tweet in G4:
[38] co.ug
[21] worldbank.org
[15] spyuganda.com
[10] bugandatoday.com
[10] mknewslink.com
[7] wrld.bg
[2] twitter.com
[1] imf.org
[1] facebook.com
[1] fondoahorropanama.com

Top Domains in Tweet in G5:
[73] worldbank.org
[50] reuters.com
[30] twitter.com
[9] nytimes.com
[6] lnkd.in
[2] dawnnews.tv
[2] devdiscourse.com
[1] thebetterandhra.com
[1] madhyamam.com
[1] popularresistance.org

Top Domains in Tweet in G6:
[27] worldbank.org
[25] wrld.bg
[2] twitter.com
[2] axios.com
[1] linkedin.com

Top Domains in Tweet in G7:
[8] worldbank.org
[5] wrld.bg

Top Domains in Tweet in G8:
[1] pv-magazine.com
[1] com.ng

Top Domains in Tweet in G9:
[28] worldbank.org
[1] twitter.com
[1] brookings.edu

Top Domains in Tweet in G10:
[2] twitter.com
[2] pscp.tv
[1] we-fi.org
[1] itu.int
[1] lemonde.fr
[1] facebook.com
[1] cgu.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[211] worldbank
[131] digitalmashreq
[126] digitalcurrency
[121] inequality
[117] jordan
[79] tech
[73] india
[67] imf
[65] fintech
[64] g20osakasummit



Top Hashtags in Tweet in G1:
[110] inequality
[66] tech
[35] sdgs
[33] law
[23] dyk
[20] bangladesh
[17] g20
[16] endenergypoverty
[15] minigrids
[14] healthforall

Top Hashtags in Tweet in G2:
[55] india
[20] economy
[17] growth
[13] worldbank
[13] cpcforbankers
[12] world
[11] infrastructure
[10] endtb
[9] fivedaysbanking
[8] healthforall

Top Hashtags in Tweet in G3:
[61] g20osakasummit
[53] japan
[43] idaworks
[36] health
[29] osaka
[28] southasia
[28] crownprince
[25] privatesector
[18] dyk
[17] bangladesh

Top Hashtags in Tweet in G4:
[121] digitalcurrency
[63] boucrisis
[36] fintech
[18] balifintech
[9] g20
[3] financialinclusion
[3] xrp
[3] cars
[3] usa
[3] australia

Top Hashtags in Tweet in G5:
[44] worldbank
[10] imf
[8] pakistan
[6] g20
[4] fintech
[3] africa
[3] blockchain
[3] lebanon
[3] karachi
[3] news

Top Hashtags in Tweet in G6:
[122] digitalmashreq
[113] jordan
[45] lebanon
[44] iraq
[31] mashreq
[30] mena
[16] الأردن
[14] العراق
[14] لبنان
[12] digital

Top Hashtags in Tweet in G7:
[10] inteligenciaartificial
[6] amlat
[5] desarrollo

Top Hashtags in Tweet in G8:
[6] minigrids
[1] sdg7

Top Hashtags in Tweet in G9:
[26] priceoncarbon
[17] wastewater
[14] lifelines
[7] dyk
[7] wash
[7] damsafetyguidelines
[5] education
[4] aralsea
[4] infrastructure
[4] people

Top Hashtags in Tweet in G10:
[10] ayaf2019
[5] europe
[5] cybersecurity
[4] wefi
[4] innovation
[3] digital
[2] scaleup
[2] deeptech
[2] startups
[2] harness

Top Words
Top Words in Tweet in Entire Graph:
[3421] Words in Sentiment List#1: Positive
[2067] Words in Sentiment List#2: Negative
[13] Words in Sentiment List#3: Angry/Violent
[133590] Non-categorized Words
[139078] Total Words
[2770] worldbank
[682] world
[539] s
[508] countries
[504] code_blind

Top Words in Tweet in G1:
[881] worldbank
[264] world
[147] reduce
[144] s
[128] poverty
[121] 3
[115] significant
[115] extreme
[114] million
[113] without

Top Words in Tweet in G2:
[200] worldbank
[81] world
[68] narendramodi
[63] pmoindia
[60] bank
[57] reuters
[57] imfnews
[57] pm
[56] meetings
[45] #india

Top Words in Tweet in G3:
[383] worldbank
[139] countries
[123] davidmalpasswbg
[119] more
[114] kgeorgieva
[87] s
[82] people
[76] new
[76] make
[71] world

Top Words in Tweet in G4:
[347] imfnews
[282] worldbank
[132] countries
[130] more
[125] imf
[123] read
[121] fifth
[121] surveyed
[121] thinking
[121] issuing

Top Words in Tweet in G5:
[64] world
[51] bank
[42] #worldbank
[40] investment
[40] trade
[39] reforms
[37] amid
[36] chief
[36] urges
[36] attract

Top Words in Tweet in G6:
[254] worldbankmena
[143] worldbank
[122] #digitalmashreq
[120] digital
[113] #jordan
[73] forum
[72] aloquili
[59] countries
[54] 1
[52] economy

Top Words in Tweet in G7:
[168] bancomundiallac
[150] miel
[147] argentina
[140] uno
[140] 3
[140] principales
[140] exportadores
[140] mundiales
[140] algunas
[140] prácticas

Top Words in Tweet in G8:
[122] realreanigeria
[117] grid
[116] four
[116] universities
[115] country
[115] main
[115] fully
[115] powered
[113] mini
[110] s

Top Words in Tweet in G9:
[47] wbg_climate
[37] worldbankwater
[35] released
[31] water
[28] discover
[27] infrastructure
[27] carbon
[27] pricing
[27] initiatives
[26] rise

Top Words in Tweet in G10:
[21] worldbank
[12] customs
[10] #ayaf2019
[8] women
[8] afdb_group
[8] ivan2meyer
[7] support
[7] itu
[7] meeting
[7] snail

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[487] superio24393170,nspm5
[487] nspm5,shashwatpandey
[487] arslanarmypk,manojgajjar111
[487] phd_in_pkmkb,crispyrohit
[487] captainthumbsup,zeerax26
[487] zeerax26,ranajaagi
[487] navdeep79534927,payal_777
[487] payal_777,5oactionexpress
[487] 5oactionexpress,osamanawaz129
[487] osamanawaz129,mirjafar_1

Top Word Pairs in Tweet in G1:
[112] extreme,poverty
[110] without,significant
[110] significant,reduction
[110] reduction,#inequality
[110] #inequality,world
[110] world,meet
[110] meet,goal
[110] goal,reduce
[110] reduce,extreme
[110] poverty,less

Top Word Pairs in Tweet in G2:
[59] world,bank
[56] meetings,pm
[31] bank,chief
[31] chief,urges
[31] urges,reforms
[31] reforms,attract
[31] attract,investment
[31] investment,amid
[31] amid,trade
[31] trade,uncertainty

Top Word Pairs in Tweet in G3:
[59] countries,make
[39] bin,salman
[39] salman,met
[38] abeshinzo,japangov
[37] worldbank,davidmalpasswbg
[36] thank,pm
[36] pm,abeshinzo
[36] japangov,hosting
[36] hosting,productive
[36] productive,#g20osakasummit

Top Word Pairs in Tweet in G4:
[121] fifth,countries
[121] countries,surveyed
[121] surveyed,imf
[121] imf,worldbank
[121] worldbank,thinking
[121] thinking,issuing
[121] issuing,#digitalcurrency
[120] #digitalcurrency,read
[120] read,more
[119] imfnews,fifth

Top Word Pairs in Tweet in G5:
[48] world,bank
[36] bank,chief
[36] chief,urges
[36] urges,reforms
[36] reforms,attract
[36] attract,investment
[36] investment,amid
[36] amid,trade
[35] trade,uncertainty
[15] 途上国は民間投資誘致に向け改革を,g20で世銀総裁

Top Word Pairs in Tweet in G6:
[60] #digitalmashreq,forum
[37] digital,economy
[30] #iraq,#jordan
[30] #jordan,#lebanon
[26] worldbankmena,1
[25] worldbankmena,#iraq
[25] worldbankmena,worldbank
[20] advancing,digital
[20] #lebanon,commit
[20] commit,digitally

Top Word Pairs in Tweet in G7:
[140] argentina,uno
[140] uno,3
[140] 3,principales
[140] principales,exportadores
[140] exportadores,mundiales
[140] mundiales,miel
[140] miel,algunas
[140] algunas,prácticas
[140] prácticas,sostenibles
[140] sostenibles,alteran

Top Word Pairs in Tweet in G8:
[115] main,grid
[115] grid,fully
[115] fully,powered
[109] four,nigerian
[109] nigerian,universities
[109] universities,final
[109] final,stages
[109] stages,abandoning
[109] abandoning,country
[109] country,s

Top Word Pairs in Tweet in G9:
[27] carbon,pricing
[26] pricing,rise
[26] rise,discover
[26] discover,57
[26] 57,initiatives
[26] initiatives,putting
[26] putting,#priceoncarbon
[26] #priceoncarbon,up
[26] up,51
[26] 51,recently

Top Word Pairs in Tweet in G10:
[7] meeting,snail
[7] snail,farmer
[7] farmer,cameron
[7] cameron,#ayaf2019
[7] #ayaf2019,awards
[7] awards,ceremony
[7] ceremony,tonight
[7] tonight,cape
[7] cape,town
[7] town,south

Top Replied-To
Top Replied-To in Entire Graph:
@ramtaj0gi
@worldbank
@reparteereplied
@genmeeeh
@cygnet_small
@code_blind
@manavsachdeva78
@swapnil4india
@anmakubuya
@imfnews

Top Replied-To in G1:
@worldbank
@nunezregueirom
@wbg_splabor
@mrazaharoon
@yates_rob
@moneycontrolcom
@ipcc_ch
@pverme
@celinebacrot
@perdidostschool

Top Replied-To in G2:
@drharshvardhan
@harshkkapoor
@worldbank
@qwiksylvr2012
@trafwill
@investigatemag
@reuters
@un
@avigyansingh18
@narendramodi

Top Replied-To in G3:
@worldbank
@davidmalpasswbg
@kgeorgieva
@maryhelda
@unsgsa
@wbg_gov
@economistevents
@wbg_ida
@johnvil65502032
@fmarmole

Top Replied-To in G4:
@anmakubuya
@imfnews
@gfabianmedina
@victorj03099053
@biologistdan
@alien19731
@razanikanth
@spectatorindex
@aiimsparaskumar
@adalcv

Top Replied-To in G5:
@jubileeusa

Top Replied-To in G6:
@worldbankmena
@jacobwooch
@worldbank
@ananyaucla
@feridbelhaj
@geraldkutney
@omarrazzaz
@basharkilani
@leilaserhan
@aloquili

Top Replied-To in G7:
@iamuncleken

Top Replied-To in G8:
@realreanigeria
@ilias_energia
@hwycares

Top Replied-To in G10:
@untechbank
@ivan2meyer
@kmathernova
@ecowas_cedeao
@ralphdehaas

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@someoneluck4488
@balwant58644969
@kingsalman
@2pieces1971
@superio24393170
@nspm5
@shashwatpandey
@arslanarmypk
@manojgajjar111

Top Mentioned in G1:
@worldbank
@yates_rob
@wbg_splabor
@wto
@iaffe
@wiseresearch
@gcutoday
@wbg_ida
@imfnews

Top Mentioned in G2:
@worldbank
@narendramodi
@pmoindia
@imfnews
@reuters
@un
@wef
@nitiaayog
@meaindia
@avigyansingh18

Top Mentioned in G3:
@worldbank
@davidmalpasswbg
@kgeorgieva
@wbg_ida
@abeshinzo
@hartwigschafer
@japangov
@bancomundial
@ksamofaen
@wbg_poverty

Top Mentioned in G4:
@worldbank
@imfnews
@parliament_ug
@cdcgroup
@arise_sa
@bou_official
@dfcugroup
@bowmans_law
@norfund_
@dfkm1970

Top Mentioned in G5:
@b11328
@njslea

Top Mentioned in G6:
@worldbankmena
@worldbank
@aloquili
@feridbelhaj
@amwalcom
@theardah
@omarrazzaz
@modeejo
@walid_faza
@sarojjha001

Top Mentioned in G7:
@bancomundiallac
@bancomundialarg
@dgomezco
@wbg_cities
@martinkalos
@iamuncleken
@bpanighel
@wbg_splabor

Top Mentioned in G8:
@realreanigeria
@worldbank
@power4all2025
@pvmagazine
@zahrahmusa
@omasoroo
@scarfizal
@xperiencswtness

Top Mentioned in G9:
@wbg_climate
@worldbankwater
@worldbank
@hallegatte
@cpmu_drip
@wbg_ida
@varungauri
@tewelde206
@brookingsglobal
@aventuraribal

Top Mentioned in G10:
@worldbank
@afdb_group
@itu
@ivan2meyer
@the_idb
@dcaf
@ifc_org
@itu_eur
@d_ma
@wteleki

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@_mrdavidjones
@s_0001
@rashidaldosari
@alllibertynews
@jurylady5
@phildecarolis
@scarfizal
@crewislife
@hassan_k82

Top Tweeters in G1:
@raumunz
@eraser
@newindianxpress
@timesofindia
@mikecoulson48
@humbertozamorar
@suestroud
@cchukudebelu
@moneycontrolcom
@thatniggaephy

Top Tweeters in G2:
@_mrdavidjones
@rashidaldosari
@alllibertynews
@crewislife
@victoriousnamo
@tradnews_
@indiatoday
@ndtv
@shuklapinku
@guardian

Top Tweeters in G3:
@nilimajumder
@biobio
@monalisazelf
@rm_salt
@adnradiochile
@alykhansatchu
@cnnchile
@mtv
@drrafiqraji
@masugominikatu

Top Tweeters in G4:
@milenio
@reforma
@santchiweb
@aristeguionline
@subbureddyy
@badruddeen
@equateall
@lajornadaonline
@chaddilectual
@fleejack

Top Tweeters in G5:
@s_0001
@lotsoflovefromm
@sougou_news
@cahulaan
@4pawshop
@toritube
@the_gekko_mask
@iamfazeen
@njslea
@trialanderror_v

Top Tweeters in G6:
@bahlaqjo
@wef
@hampgal7
@sktelecom
@heritage
@ibrahimmdhe
@shusmo
@hsnhamad
@abuhilalah
@aei

Top Tweeters in G7:
@pedrosalazar420
@gavita_74
@robertojirusta
@mononalinares
@crybela
@radiosaltaam840
@yaliangeles04
@patricia4587
@agustindoldan
@susanabidegain2

Top Tweeters in G8:
@scarfizal
@markburgerenerg
@zahrahmusa
@profzode
@howna
@toluogunlesi
@kbanky1
@shittu10
@avalongroove
@dmightyangel

Top Tweeters in G9:
@olumideidowu
@darylgibson
@jornaldomacico
@pwpgarden
@caritonasis
@marcelomena
@greatlakesgay
@climatewed
@cyriacgbogou
@agentsmith247

Top Tweeters in G10:
@richardmunang
@cybersec_feeds
@fgv
@usaid
@msimire
@ebrd
@urauganda
@cindygrobbelaar
@fhi360
@deloitte


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