worldbank, Twitter, 5/6/2021 4:09:57 PM, 254281


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worldbank_2021-05-06_05-25-33.xlsx
worldbank_2021-05-06_05-25-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2021
Short Description:
worldbank via NodeXL https://bit.ly/2Q0nt8s
@worldbank
@zittokabwe
@pmcbankcrisis
@ricardovalp
@bancomundial
@igaccolombia
@imfnews
@dorcasdee18
@epochtimes
@un

Top hashtags:
#tigraygenocide
#visionforprosperity
#covid19
#pmcbankcrisis
#worldbank
#pmcbank

Description:
Description
The graph represents a network of 6,231 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, 06 May 2021 at 12:34 UTC.

The requested start date was Thursday, 06 May 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, 9-hour, 44-minute period from Monday, 03 May 2021 at 14:16 UTC to Thursday, 06 May 2021 at 00:00 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 : 6231
Unique Edges : 9719
Edges With Duplicates : 30649
Total Edges : 40368
Number of Edge Types : 5
Replies to : 995
Mentions : 20028
Retweet : 4440
MentionsInRetweet : 14401
Tweet : 504
Self-Loops : 624
Reciprocated Vertex Pair Ratio : 0.0159323487958821
Reciprocated Edge Ratio : 0.0313649797937149
Connected Components : 249
Single-Vertex Connected Components : 116
Maximum Vertices in a Connected Component : 5469
Maximum Edges in a Connected Component : 39262
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.351303
Graph Density : 0.000427083244781632
Modularity : 0.328902
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,231 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, 06 May 2021 at 12:34 UTC.

The requested start date was Thursday, 06 May 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, 9-hour, 44-minute period from Monday, 03 May 2021 at 14:16 UTC to Thursday, 06 May 2021 at 00:00 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:
[242] https://foreignpolicy.com/2021/04/27/in-tigray-sexual-violence-has-become-a-weapon-of-war/
[179] https://clicktotweet.com/s6b1a+
[86] https://www.cnn.com/2021/03/19/africa/ethiopia-tigray-rape-investigation-cmd-intl/index.html
[29] https://live.worldbank.org/turning-tide-marine-plastics-south-asia
[25] https://blogs.worldbank.org/education/unacceptable-and-intolerable-reality-corporal-punishment-children-and-youth
[22] https://www.worldbank.org/en/news/press-release/2013/09/25/world-bank-debars-ghanaian-company-sanctionable-misconduct-waste-management-project-liberia
[18] https://www.re-course.org/news/civil-society-call-on-world-bank-to-implement-open-inclusive-and-transparent-process-on-africa-energy-strategy/
[14] https://www.youtube.com/watch?v=FBD4U0910RA&feature=youtu.be

[11] https://blogs.worldbank.org/education/raising-foundation-without-lowering-ceiling-how-utilize-teachers-guides-facilitate-high
[10] https://data.unicef.org/resources/jme-report-2021/

Top URLs in Tweet in G1:
[29] https://live.worldbank.org/turning-tide-marine-plastics-south-asia
[18] https://www.re-course.org/news/civil-society-call-on-world-bank-to-implement-open-inclusive-and-transparent-process-on-africa-energy-strategy/
[11] https://blogs.worldbank.org/education/raising-foundation-without-lowering-ceiling-how-utilize-teachers-guides-facilitate-high
[9] https://www.worldbank.org/en/programs/gasflaringreduction#7
[9] http://ow.ly/Cbxn30rGcyu
[8] https://live.worldbank.org/digital-payments-enabler-job-creation-inclusion-and-public-service-delivery-middle-east-and-north
[7] http://wrld.bg/L8bB30rGCiv
[7] https://mailchi.mp/worldbank/unrsw-grsf
[7] https://blogs.worldbank.org/education/unacceptable-and-intolerable-reality-corporal-punishment-children-and-youth
[5] https://live.worldbank.org/turning-tide-marine-plastics-south-asia?cid=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G2:
[14] https://www.youtube.com/watch?v=FBD4U0910RA&feature=youtu.be

[6] https://ncr-iran.org/en/news/economy/state-run-media-admit-the-regime-is-behind-for-irans-crises/
[6] https://twitter.com/Mojahedineng/status/1388636098885079043
[6] https://english.mojahedin.org/i/international-labor-day-iranian-workers-20210501
[5] https://twitter.com/TimExcludedUK/status/1389694046206144515?s=20
[2] https://ncr-iran.org/en/news/iran-protests/round-up-of-iran-protests-workers-hold-protests-on-international-labours-day/
[2] https://twitter.com/martinplaut/status/1389439903461789706
[2] https://foreignpolicy.com/2021/04/27/in-tigray-sexual-violence-has-become-a-weapon-of-war/
[1] https://www.youtube.com/watch?v=SH9F9c_n_qk&feature=youtu.be

[1] https://www.gov.uk/government/news/chancellor-announces-first-in-person-finance-ministers-meeting-of-uks-g7-presidency

Top URLs in Tweet in G3:
[240] https://foreignpolicy.com/2021/04/27/in-tigray-sexual-violence-has-become-a-weapon-of-war/
[178] https://clicktotweet.com/s6b1a+
[85] https://www.cnn.com/2021/03/19/africa/ethiopia-tigray-rape-investigation-cmd-intl/index.html
[2] https://apnews.com/article/race-and-ethnicity-sudan-ethiopia-only-on-ap-49166602bcb2a0a112402e202a034f38
[1] https://www.worldbank.org/en/news/press-release/2021/05/03/world-bank-and-republic-of-congo-sign-agreement-to-reduce-carbon-emissions-and-preserve-forests
[1] https://www.worldbank.org/en/news/feature/2020/06/08/the-global-economic-outlook-during-the-covid-19-pandemic-a-changed-world
[1] https://en.yna.co.kr/view/AEN20210505002200325?section=news
[1] https://www.youtube.com/watch?v=lxs3zd1eLPI&t=1s&ab_channel=ECWEducationCannotWait

[1] https://www.usnews.com/news/us/articles/2021-04-15/un-tigrays-humanitarian-crisis-worsens-no-eritrean-exit
[1] https://www.nytimes.com/2021/02/26/world/middleeast/ethiopia-tigray-ethnic-cleansing.html

Top URLs in Tweet in G4:
[10] https://data.unicef.org/resources/jme-report-2021/
[4] https://unfoundation.zoom.us/webinar/register/WN_sKGxz280RdeUl1fJXLcwEA
[4] https://www.rmasindia.in/
[2] https://www.academia.edu/46600363/Accelerating_Hunger_in_the_Society_Impact_of_SARS_CoV_2_Pandemic
[1] https://acegid.org/2020/09/22/acegid-genomics-centre-better-space-for-creating-science/
[1] https://twitter.com/narendramodi/status/1389405620554526720
[1] https://twitter.com/PMOIndia/status/1389227264571805697
[1] https://economictimes.indiatimes.com/news/india/bombay-hc-grants-bail-to-three-former-directors-of-pmc-bank-in-rs-4300-cr-scam-case/articleshow/82406543.cms
[1] https://blogs.worldbank.org/voices/financing-sdg2-hunger-and-malnutrition-what-will-it-take
[1] https://www.youtube.com/watch?v=D3EN7gd_Czw&feature=youtu.be


Top URLs in Tweet in G5:
[5] https://www.youtube.com/watch?v=TatkZvl8dpU&feature=youtu.be

[4] https://www.youtube.com/watch?v=w7plywlLhRA&feature=youtu.be

[3] https://www.youtube.com/watch?v=Vka4GxOGJSY

[3] https://guinnessworldrecords.com/contact/application-enquiry
[3] http://www.talkqueen.com/do-you-know-what-SCHON-GROUP-did-in-PAKISTAN-q118903
[1] https://twitter.com/FawadHazan/status/1389837410255753218
[1] https://www.youtube.com/watch?v=bASxvbCpP3Y&feature=youtu.be

[1] https://twitter.com/fazeelahmed/status/1389714536433954821
[1] https://www.worldbank.org/en/news/feature/2021/04/20/ethiopian-farmers-triple-coffee-yields-with-sustainable-tree-stumping
[1] https://www.oecd.org/education/state-of-school-education-one-year-into-covid.htm?utm_source=Adestra&utm_medium=email&utm_content=The%20state%20of%20school%20education%20-%20one%20year%20into%20the%20COVID%20pandemic%20-%20OECD&utm_campaign=OECD%20Civil%20Society%20Newsletter%20-%20April%202021&utm_term=pac

Top URLs in Tweet in G6:
[2] https://live.worldbank.org/
[1] https://blogs.worldbank.org/voices/elephants-are-calling-for-help-will-you-answer
[1] https://twitter.com/ACGeoEcon/status/1389681581728669709
[1] http://www.msn.com/en-us/money/markets/mohamed-el-erian-says-inflation-is-here-to-stay-and-wont-be-transitory-like-the-fed-claims/ar-BB1gjP5Q?ocid=st
[1] https://twitter.com/Pontifex/status/1389576798342680581
[1] https://wits.worldbank.org/trade/comtrade/en/country/All/year/2017/tradeflow/Exports/partner/WLD/nomen/h5/product/300215
[1] https://www.safaricom.co.ke/personal/m-pesa/getting-started/using-m-pesa
[1] https://www.youtube.com/watch?v=KGYHOQvM4rk&feature=youtu.be


Top URLs in Tweet in G8:
[1] https://twitter.com/Npower_Reps/status/1389876914136002560
[1] https://www.youtube.com/watch?v=Q2Nvafdh7So&feature=youtu.be

[1] https://www.joinclubhouse.com/event/PAeeG8qZ
[1] https://www.youtube.com/watch?v=Rib6yDYEzJU&feature=youtu.be


Top URLs in Tweet in G9:
[5] https://blogs.worldbank.org/fr/voices/disparites-en-matiere-dinclusion-financiere-le-role-cle-de-la-reglementation
[2] 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
[2] https://openknowledge.worldbank.org/handle/10986/35218
[2] https://data.worldbank.org/indicator/SH.XPD.CHEX.GD.ZS
[2] https://twitter.com/worldbank/status/1389792049516498945
[2] https://blogs.worldbank.org/education/teacher-pay-performance-does-it-really-work?CID=WBW_AL_BlogNotification_EN_EXT
[2] https://blogs.worldbank.org/developmenttalk/can-virtual-reality-simulators-develop-students-skills
[2] https://blogs.worldbank.org/health/mobilizing-private-sector-equal-and-rapid-covid-19-vaccine-rollout
[2] https://openigo.com/
[1] https://blogs.worldbank.org/opendata/impact-covid-19-global-poverty-under-worsening-growth-and-inequality

Top URLs in Tweet in G10:
[1] https://twitter.com/wef/status/1390079011137769474
[1] https://live.worldbank.org/experts/gene-b-sperling
[1] https://www.sigar.mil/pdf/quarterlyreports/2021-04-30qr.pdf#page=37
[1] https://twitter.com/OGR_EN/status/1388128738609672192
[1] https://publications.jrc.ec.europa.eu/repository/handle/JRC124108
[1] https://www.slideshare.net/slimfairview/the-g-20-in-good-times-and-bad-5802178
[1] https://twitter.com/FinancialTimes/status/1389566716213071875
[1] https://btca-production-site.s3.amazonaws.com/documents/569/english_attachments/Reaching_Financial_Equality_for_Women.pdf?1614949271&deliveryName=DM99458

Top Domains
Top Domains in Tweet in Entire Graph:
[870] worldbank.org
[242] foreignpolicy.com
[197] twitter.com
[179] clicktotweet.com
[88] cnn.com
[83] wrld.bg
[38] youtube.com
[18] re-course.org
[11] unicef.org
[10] linkedin.com

Top Domains in Tweet in G1:
[433] worldbank.org
[81] wrld.bg
[35] twitter.com
[18] re-course.org
[9] ow.ly
[8] priceofoil.org
[7] mailchi.mp
[6] google.com
[5] ft.com
[5] philstar.com

Top Domains in Tweet in G2:
[54] twitter.com
[15] youtube.com
[8] ncr-iran.org
[6] mojahedin.org
[6] worldbank.org
[2] co.uk
[2] foreignpolicy.com
[1] gov.uk
[1] theguardian.com
[1] africacenter.org

Top Domains in Tweet in G3:
[240] foreignpolicy.com
[178] clicktotweet.com
[87] cnn.com
[4] apnews.com
[3] worldbank.org
[1] co.kr
[1] youtube.com
[1] usnews.com
[1] nytimes.com
[1] latimes.com

Top Domains in Tweet in G4:
[39] twitter.com
[10] unicef.org
[4] zoom.us
[4] rmasindia.in
[2] worldbank.org
[2] academia.edu
[1] acegid.org
[1] indiatimes.com
[1] youtube.com
[1] vkonline.in

Top Domains in Tweet in G5:
[13] youtube.com
[3] guinnessworldrecords.com
[3] talkqueen.com
[2] twitter.com
[2] worldbank.org
[1] oecd.org
[1] businessfrance.fr
[1] zoom.us

Top Domains in Tweet in G6:
[4] worldbank.org
[2] twitter.com
[1] msn.com
[1] co.ke
[1] youtube.com

Top Domains in Tweet in G8:
[2] youtube.com
[1] twitter.com
[1] joinclubhouse.com

Top Domains in Tweet in G9:
[89] worldbank.org
[14] twitter.com
[3] linkedin.com
[2] theepochtimes.com
[2] co.in
[2] openigo.com
[2] vimeo.com
[2] google.com
[1] sakshi.com
[1] prothomalo.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] worldbank.org
[1] sigar.mil
[1] europa.eu
[1] slideshare.net
[1] amazonaws.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[707] tigraygenocide
[646] visionforprosperity
[254] covid19
[207] pmcbankcrisis
[156] worldbank
[135] pmcbank
[134] resilientrecovery
[125] women
[98] nirmalasitharaman
[72] climatechange



Top Hashtags in Tweet in G1:
[130] resilientrecovery
[122] covid19
[70] onesouthasia
[64] climatechange
[60] beatplasticpollution
[38] youth
[33] youthoncovid19
[31] dyk
[30] idaworks
[29] mena

Top Hashtags in Tweet in G2:
[161] tigraygenocide
[67] ugandaisbleeding
[64] tigraycantwait
[41] excludeduk
[33] worldbank
[29] humanrightsviolations
[28] visituganda
[27] imf
[27] icc
[25] g7

Top Hashtags in Tweet in G3:
[534] tigraygenocide
[9] allowaccesstotigray
[8] bidenactnow
[8] eritreaoutoftigray
[8] sanctioneritrea
[8] sanctionethiopia
[8] irobmassacre
[6] tigray
[5] ecw
[4] tigraycantwait

Top Hashtags in Tweet in G4:
[207] pmcbankcrisis
[135] pmcbank
[121] women
[98] nirmalasitharaman
[32] resignmodi
[30] pmcbankscam
[20] stunting
[19] malnutrition
[16] waiveloan
[14] jme2021

Top Hashtags in Tweet in G5:
[645] visionforprosperity
[26] bad
[17] gujjarnalaevictions
[13] gujjarnala
[13] karachi
[5] ethiopia
[3] humanrightsviolations
[3] dubailagoon
[2] righttocity
[2] pandemic

Top Hashtags in Tweet in G6:
[65] whatshappeninginmyanmar
[65] may5coup
[2] myanmar
[1] world
[1] don
[1] india
[1] peopledefenceforce
[1] fixthecountrynow
[1] fixthecountry
[1] fixthiscountry

Top Hashtags in Tweet in G8:
[2] nigeria
[1] centralbankofnigeria
[1] worldbank
[1] polarisbankltd

Top Hashtags in Tweet in G9:
[22] worldbank
[6] imf
[6] covid19
[2] economy
[2] xrp
[2] genderequality
[2] construction
[2] diversity
[2] un
[2] unitednations

Top Hashtags in Tweet in G10:
[24] worldbank
[8] covid19
[5] roadmaps
[5] sti
[2] healthcare
[2] wef
[2] celebrity
[2] markets
[2] vaccineuptake
[2] women

Top Words
Top Words in Tweet in Entire Graph:
[4276] worldbank
[748] narendramodi
[744] nsitharaman
[715] rbi
[707] #tigraygenocide
[690] ethiopia
[646] #visionforprosperity
[607] more
[603] finminindia
[591] pmoindia

Top Words in Tweet in G1:
[1449] worldbank
[363] more
[335] join
[314] countries
[288] world
[231] 19
[222] covid
[196] developing
[187] energy
[185] climate

Top Words in Tweet in G2:
[449] worldbank
[311] imfnews
[222] eu_commission
[209] g7
[192] wsj
[191] rishisunak
[161] #tigraygenocide
[157] oecd
[101] secblinken
[79] one

Top Words in Tweet in G3:
[698] worldbank
[563] tigray
[534] #tigraygenocide
[515] dfcgov
[381] ethiopia
[339] ethiotelecom
[332] privatization
[326] bids
[325] support
[323] ask

Top Words in Tweet in G4:
[746] narendramodi
[744] nsitharaman
[708] rbi
[602] finminindia
[585] pmoindia
[571] sunnyfernandes
[508] worldbank
[490] fayedsouza
[487] abpnews
[463] mumbaimirror

Top Words in Tweet in G5:
[735] worldbank
[645] #visionforprosperity
[577] dfid_uk
[552] undp
[551] usaid
[470] commonsidc
[459] fcdogovuk
[377] afdb_group
[368] igadsecretariat
[332] unido

Top Words in Tweet in G6:
[150] myanmar
[89] unemployment
[89] rate
[89] increase
[89] alarmingly
[89] foreign
[89] businessmen
[89] decided
[89] close
[89] down

Top Words in Tweet in G7:
[139] países
[139] educación
[139] financiera
[139] dinamarca
[139] noruega
[139] suecia
[139] canadá
[139] israel
[139] uk
[139] notáis

Top Words in Tweet in G8:
[27] worldbank
[13] atiku
[11] idodelexie
[10] imfnews
[10] pragmatist_air
[10] ngrpresident
[10] imflive
[10] abbey_governor
[9] ambchihombori
[9] nigerian

Top Words in Tweet in G9:
[22] #worldbank
[22] world
[20] countries
[17] bank
[12] more
[10] covid
[8] development
[8] learning
[8] data
[7] health

Top Words in Tweet in G10:
[32] interest
[24] #worldbank
[17] close
[16] cash
[16] loans
[16] bg
[16] sblc
[16] lease
[16] purchase
[16] 40

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[577] worldbank,dfid_uk
[546] dfid_uk,usaid
[540] rbi,finminindia
[538] pmoindia,rbi
[535] undp,worldbank
[507] finminindia,nsitharaman
[502] narendramodi,pmoindia
[490] nsitharaman,fayedsouza
[463] abpnews,mumbaimirror
[458] icj_asia,abpnews

Top Word Pairs in Tweet in G1:
[213] covid,19
[124] world,bank
[114] africa,energy
[114] energy,strategy
[112] developing,countries
[104] adopt,africa
[102] strategy,ends
[101] calls,adopt
[99] worldbank,hear
[99] hear,civil

Top Word Pairs in Tweet in G2:
[215] worldbank,imfnews
[159] eu_commission,worldbank
[157] imfnews,oecd
[156] rishisunak,wsj
[156] wsj,g7
[156] g7,eu_commission
[96] #tigraygenocide,#tigraygenocide
[54] imfnews,worldbank
[38] one,vote
[33] oecd,henrynewman

Top Word Pairs in Tweet in G3:
[329] privatization,ethiotelecom
[323] support,privatization
[322] withdraw,bids
[321] worldbank,dfcgov
[321] dfcgov,support
[320] ethiotelecom,ask
[320] ask,withdraw
[294] human,rights
[292] ethiopia,allowed
[292] allowed,eritrea

Top Word Pairs in Tweet in G4:
[540] rbi,finminindia
[538] pmoindia,rbi
[507] finminindia,nsitharaman
[502] narendramodi,pmoindia
[490] nsitharaman,fayedsouza
[463] abpnews,mumbaimirror
[458] icj_asia,abpnews
[435] sunnyfernandes,narendramodi
[339] fayedsouza,icj_asia
[182] amitshah,narendramodi

Top Word Pairs in Tweet in G5:
[577] worldbank,dfid_uk
[546] dfid_uk,usaid
[534] undp,worldbank
[452] fcdogovuk,undp
[449] usaid,commonsidc
[362] igadsecretariat,fcdogovuk
[324] unido,igadsecretariat
[300] _africanunion,unido
[281] #visionforprosperity,_africanunion
[267] commonsidc,afdb_group

Top Word Pairs in Tweet in G6:
[89] unemployment,rate
[89] increase,alarmingly
[89] alarmingly,foreign
[89] foreign,businessmen
[89] businessmen,decided
[89] decided,close
[89] close,down
[88] rate,myanmar
[88] myanmar,increase
[88] down,factories

Top Word Pairs in Tweet in G7:
[139] países,educación
[139] educación,financiera
[139] financiera,dinamarca
[139] dinamarca,noruega
[139] noruega,suecia
[139] suecia,canadá
[139] canadá,israel
[139] israel,uk
[139] uk,notáis
[139] notáis,denominador

Top Word Pairs in Tweet in G8:
[8] ambchihombori,worldbank
[8] worldbank,imflive
[8] imflive,pragmatist_air
[8] atiku,ngrpresident
[8] ngrpresident,nigerian
[6] systemic,inequality
[6] africas,voice
[6] voice,ambchihombori
[6] pragmatist_air,idodelexie
[6] idodelexie,atiku

Top Word Pairs in Tweet in G9:
[16] world,bank
[5] inclusion,financière
[4] covid,19
[4] #imf,#worldbank
[3] developing,countries
[3] bank,group
[3] finance,minister
[2] last,decades
[2] young,farmers
[2] middle,income

Top Word Pairs in Tweet in G10:
[16] cash,loans
[16] loans,bg
[16] bg,sblc
[16] sblc,lease
[16] lease,purchase
[16] purchase,40
[16] 40,close
[16] close,deal
[16] deal,five
[16] five,six

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@sunnyfernandes
@narendramodi
@succes_masra
@rishisunak
@secblinken
@financeminsudan
@mefmiorg
@kakra19
@pmcbankcrisis

Top Replied-To in G1:
@worldbank
@wb_asiapacific
@salavatialireza
@diop_ifc
@susannahhares
@mashrafhaidari
@rscpryce
@economyinformal
@wbg_finance
@miga

Top Replied-To in G2:
@rishisunak
@secblinken
@josephsenyonjo3
@worldbank
@kenroth
@kgeorgieva
@rocionahle
@kharym1
@smith_jeffreyt
@usambuganda

Top Replied-To in G3:
@kakra19
@amatorjnr
@worldbank
@eddie_blaiq
@aymoker
@zittokabwe
@prf3ct_stranger
@antonioguterres
@anamartinsgomes

Top Replied-To in G4:
@sunnyfernandes
@narendramodi
@pmcbankcrisis
@nikij118
@sudhirkant399
@potus
@nsitharaman
@prashan64659401
@vijay89025318
@bhatsunils

Top Replied-To in G5:
@succes_masra
@financeminsudan
@haidershafqaat
@faysalmahamat
@ahshabbar
@green24outlook
@undpyemen
@economyinformal
@___nitchi
@dora_fofana

Top Replied-To in G6:
@worldbank
@federalreserve
@linalinamary
@alexmyanmar13
@maria_n_kir4
@tostevinm
@cnn
@milkteamm_mtam
@andrewmwenda
@asukiletony

Top Replied-To in G8:
@cenbank
@atomicfrankmich
@marshal_trump
@npower_reps
@drahmadlawan
@budgitng
@pragmatist_air
@ambchihombori
@idodelexie
@abbey_governor

Top Replied-To in G10:
@_africanunion
@sadiya_farouq
@indiatoday
@sigarhq
@auc_moussafaki
@auc_paps
@axelvt_wb
@elleprovocateur
@fmbhutan
@scumezza

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@nsitharaman
@narendramodi
@rbi
@un
@pmoindia
@imfnews
@usaid
@dfid_uk
@finminindia

Top Mentioned in G1:
@worldbank
@wbg_climate
@davidmalpasswbg
@worldbankafrica
@ifc_org
@wbg_education
@wbg_ida
@ft4s
@worldbanksasia
@mashrafhaidari

Top Mentioned in G2:
@worldbank
@imfnews
@eu_commission
@g7
@wsj
@oecd
@rishisunak
@secblinken
@un
@potus

Top Mentioned in G3:
@worldbank
@dfcgov
@ethiotelecom
@paulnormanmtn
@un
@abiyahmedali
@mygovke
@zittokabwe
@governmentza
@dioumserigne1

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

Top Mentioned in G5:
@worldbank
@dfid_uk
@undp
@usaid
@commonsidc
@fcdogovuk
@afdb_group
@igadsecretariat
@unido
@_africanunion

Top Mentioned in G6:
@worldbank
@cnn
@reuters
@alexmyanmar13
@maria_n_kir4
@bbcworld
@ecb
@fdicgov
@potus
@cnnpolitics

Top Mentioned in G7:
@dinerobolsa

Top Mentioned in G8:
@worldbank
@un
@atiku
@ngrpresident
@imfnews
@idodelexie
@nigerian
@imflive
@pragmatist_air
@abbey_governor

Top Mentioned in G10:
@worldbank
@un_women
@elleprovocateur
@alerainy
@undesa
@sigarhq
@auc_moussafaki
@un
@un_pga
@vonderleyen

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@kompascom
@myfavoritescene
@ecodaren
@marcodacostafx
@odio_nao
@natransversal
@robre62
@independent
@7b73f39b85e1415

Top Tweeters in G1:
@5fec93919a544d3
@_redfrog
@john1966olsen
@viralvideovlogs
@dev_discourse
@mikecoulson48
@al_maldives
@lalojimjuarez
@darrellpmwest
@tzdiscovery

Top Tweeters in G2:
@jornalistavitor
@odio_nao
@bcci
@ndtv
@dailymirror
@guardian
@larepublica_pe
@m_mrezamm
@dingabelle
@globeandmail

Top Tweeters in G3:
@blanketcrap
@the_amponsa
@quame_age
@collectables66
@mojamesapted
@yonhapnews
@kakra19
@drserven_esq
@_fetle
@af_ia_blue

Top Tweeters in G4:
@httweets
@indianexpress
@theofficialsbi
@timesnow
@timesofindia
@indiatvnews
@aajtak
@ani
@axisbanksupport
@icicibank_care

Top Tweeters in G5:
@independent
@ptiofficial
@jacopogiliberto
@ig
@rajaarsalankhan
@beenasarwar
@theselongwars
@oool_jalool
@kamalgoga
@foreignpolicy

Top Tweeters in G6:
@reuters
@sabcnews
@foxnews
@cnn
@bbcworld
@financialtimes
@ap
@nfl
@npr
@cnnpolitics

Top Tweeters in G7:
@aliriojmendozaf
@brest_1701
@carloshidalgos
@luisbeltran_tax
@franciscowestal
@ggilsanz
@lil_grace60
@jaimesdarwin
@snakeflyt
@marce_uio_gye

Top Tweeters in G8:
@vanguardngrnews
@japamahatma
@abc
@aishayesufu
@gtbank_help
@realseunkuti
@gtbank
@channelstv
@saharareporters
@stanbicibtc

Top Tweeters in G9:
@eye_on_pakistan
@sakshinews
@peaceful1979
@aheartforafrica
@entrepreneurix
@jmglachant
@platchman
@cleanacresctc
@allierox29
@tm__little

Top Tweeters in G10:
@marcodacostafx
@indiatoday
@makedni
@googleexpertuk
@drumeshprabhu
@levyloiseau
@scumezza
@brookingsinst
@normantshenley
@slimfairview