worldbank, Twitter, 6/23/2022 12:59:03 PM, 278636


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worldbank_2022-06-23_05-21-54.xlsx
worldbank_2022-06-23_05-21-54.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
worldbank via NodeXL https://bit.ly/3bblHeG
@worldbank
@ccme_com
@wbg_climate
@worldbankwater
@nohelema
@sudhasi41648738
@jcbetanzos
@helenebarroy
@lahyaxxihbig
@jeremyg_jj

Top hashtags:
#tigray
#tigraygenocide
#endtigraysiege
#ethiopia
#stopfundingtigraygenocide

Description:
Description
The graph represents a network of 4,183 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, 23 June 2022 at 12:28 UTC.

The requested start date was Thursday, 23 June 2022 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, 0-hour, 54-minute period from Monday, 20 June 2022 at 23:06 UTC to Thursday, 23 June 2022 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 : 4183
Unique Edges : 7700
Edges With Duplicates : 21643
Total Edges : 29343
Number of Edge Types : 5
Retweet : 6402
MentionsInRetweet : 12631
Mentions : 9279
Replies to : 753
Tweet : 278
Self-Loops : 377
Reciprocated Vertex Pair Ratio : 0.00797966245321658
Reciprocated Edge Ratio : 0.0158329830460978
Connected Components : 169
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 3761
Maximum Edges in a Connected Component : 28817
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.16666
Graph Density : 0.000815969262756851
Modularity : 0.33708
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,183 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, 23 June 2022 at 12:28 UTC.

The requested start date was Thursday, 23 June 2022 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, 0-hour, 54-minute period from Monday, 20 June 2022 at 23:06 UTC to Thursday, 23 June 2022 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:
[176] https://www.amnesty.org/en/latest/news/2021/02/ethiopia-eritrean-troops-massacre-of-hundreds-of-axum-civilians-may-amount-to-crime-against-humanity/
[120] https://www.worldbank.org/en/news/press-release/2022/04/12/world-bank-supports-ethiopia-s-conflict-affected-communities-targets-over-five-million-people
[60] https://www.theguardian.com/global-development/2022/apr/06/tigray-has-been-the-scene-of-ethnic-cleansing-say-human-rights-groups
[22] https://www.cnn.com/2021/03/19/africa/ethiopia-tigray-rape-investigation-cmd-intl/index.html
[17] https://edition.cnn.com/2021/04/01/africa/tigray-mahibere-dego-massacre-video-cmd-intl/index.html
[16] https://www.worldbank.org/en/news/feature/2022/05/19/what-you-need-to-know-about-nature-based-solutions-to-climate-change
[13] https://www.ft.com/content/882970a5-cc53-4ff1-9678-503ee0559238
[11] https://www.thenewhumanitarian.org/news-feature/2022/04/26/tigrays-health-system-collapsed
[10] https://www.theafricareport.com/39864/ethiopia-the-case-for-partial-privatization-of-ethio-telecom/
[9] https://apnews.com/article/ethiopia-tigray-minority-ethnic-cleansing-sudan-world-news-842741eebf9bf0984946619c0fc15023

Top URLs in Tweet in G1:
[15] https://www.worldbank.org/en/news/feature/2022/05/19/what-you-need-to-know-about-nature-based-solutions-to-climate-change
[13] https://www.ft.com/content/882970a5-cc53-4ff1-9678-503ee0559238
[8] https://www.worldbank.org/en/news/factsheet/2021/10/29/10-things-you-didn-t-know-about-the-world-bank-group-s-work-on-climate?cid=ECR_TT_worldbank_EN_EXT
[7] https://www.worldbank.org/en/news/feature/2022/06/17/10-things-you-didn-t-know-about-refugees
[5] https://blogs.worldbank.org/voices/announcing-winners-fourth-world-bank-and-financial-times-youth-blog-competition
[5] https://www.worldbank.org/en/news/video/2022/06/22/learning-loss-in-central-asia?cid=SHR_SitesShareTT_EN_EXT
[4] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fstory.php%3Fstory_fbid%3D396456832512376%26id%3D100064441879510&refsrc=deprecated&_rdr
[3] https://blogs.worldbank.org/nasikiliza/healthy-humans-animals-ecosystems-one-health-eastern-and-southern-africa
[3] http://wrld.bg/kKJB30sm7Rp
[3] https://twitter.com/hpatrinos/status/1539254052797796355

Top URLs in Tweet in G2:
[175] https://www.amnesty.org/en/latest/news/2021/02/ethiopia-eritrean-troops-massacre-of-hundreds-of-axum-civilians-may-amount-to-crime-against-humanity/
[116] https://www.worldbank.org/en/news/press-release/2022/04/12/world-bank-supports-ethiopia-s-conflict-affected-communities-targets-over-five-million-people
[60] https://www.theguardian.com/global-development/2022/apr/06/tigray-has-been-the-scene-of-ethnic-cleansing-say-human-rights-groups
[17] https://www.cnn.com/2021/03/19/africa/ethiopia-tigray-rape-investigation-cmd-intl/index.html
[16] https://edition.cnn.com/2021/04/01/africa/tigray-mahibere-dego-massacre-video-cmd-intl/index.html
[10] https://www.thenewhumanitarian.org/news-feature/2022/04/26/tigrays-health-system-collapsed
[8] https://www.theafricareport.com/39864/ethiopia-the-case-for-partial-privatization-of-ethio-telecom/
[7] https://apnews.com/article/ethiopia-tigray-minority-ethnic-cleansing-sudan-world-news-842741eebf9bf0984946619c0fc15023
[7] https://www.nytimes.com/2021/04/01/world/africa/ethiopia-tigray-sexual-assault.html
[6] https://blogs.worldbank.org/africacan/why-ethiopia-needs-open-its-telecom-market

Top URLs in Tweet in G3:
[2] https://debtforclimate.org/
[2] https://docs.google.com/document/d/1lRPmBJi-RzpTOl5ZjlNR5L_ySDvf-gAVSfyTsD5hRGE/edit?usp=drivesdk
[1] https://www.devex.com/news/devex-newswire-russia-and-china-s-alleged-tigray-famine-blockade-103498
[1] https://plasticoceans.org/unoc-2022-esp/
[1] https://wits.worldbank.org/CountryProfile/en/Country/AUS/Year/LTST/TradeFlow/Export/Partner/by-country/Product/44-49_Wood
[1] https://thedailynewnation.com/news/2741/ACC-probe-into-Padma-Bridge-graft-case-hits-snag
[1] https://www.dhakapost.com/national/124284
[1] https://www.youtube.com/watch?v=CEmRgkCG69M&feature=youtu.be

[1] https://www.daily-bangladesh.com/english/national/74149
[1] https://thedailynewnation.com/news/303024/$12-15b-being-smuggled-out-a-year:-Experts

Top URLs in Tweet in G4:
[1] https://twitter.com/rebealanees/status/1539689398283169792
[1] https://twitter.com/rebealanees/status/1539653843964743680
[1] https://twitter.com/rebealanees/status/1539660728210116608
[1] https://twitter.com/rebealanees/status/1539662290936422405
[1] https://twitter.com/rebealanees/status/1539669329561948160
[1] https://twitter.com/rebealanees/status/1539672791917948928
[1] https://twitter.com/rebealanees/status/1539677134461239296
[1] https://twitter.com/rebealanees/status/1539678188091359232
[1] https://twitter.com/rebealanees/status/1539687824035053568
[1] https://twitter.com/sunnyfernandes/status/1539476238166855680

Top URLs in Tweet in G5:
[1] https://twitter.com/tigrayyouthntwk/status/1537107746356711424
[1] https://www.worldbank.org/en/news/press-release/2022/04/12/world-bank-supports-ethiopia-s-conflict-affected-communities-targets-over-five-million-people
[1] https://twitter.com/ians_india/status/1538080425427750913

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=2iabWD2UE_4&feature=youtu.be

[1] https://www.freepressjournal.in/world/pakistan-surgery-botched-as-staff-cut-off-newborns-head-leave-it-in-hindu-womans-womb
[1] https://twitter.com/DevCooperation/status/1538849387643817988

Top URLs in Tweet in G7:
[1] https://ieg.worldbankgroup.org/sites/default/files/Data/reports/ap_covid19responsetosavelives.pdf
[1] https://ieg.worldbankgroup.org/sites/default/files/Data/reports/ap_covid19economicimplications.pdf
[1] https://twitter.com/glassmanamanda/status/1539618866048950273
[1] https://twitter.com/janetmanley/status/1539297877167685632
[1] https://twitter.com/robinsreport/status/1539264195648229377
[1] https://ieg.worldbankgroup.org/evaluations/evaluation-international-finance-corporation-investments-k-12-private-schools
[1] https://campaignforeducation.org/en/press-centre/civil-society-groups-applaud-ifc%E2%80%99s-decision-to-stop-investing-in-fee-charging-private-schools,-call-on-other-investors-to-follow-its-lead
[1] https://www.google.com/search?q=world+bank+covid-19+cgdev&rlz=1C1GCEA_enUS891US891&oq=world+bank+covid-19+cgdev&aqs=chrome..69i57j0i546l2.4166j0j15&sourceid=chrome&ie=UTF-8
[1] https://twitter.com/KristofDecoste1/status/1539554604010053632
[1] https://docs.google.com/forms/d/e/1FAIpQLSdL_ErKrKf9mqCPWy8QolDh30EdcGlGuqbXM45OiODAWYqeRQ/viewform

Top URLs in Tweet in G8:
[1] https://thegrayzone.com/2022/05/21/us-somalia-imperialism-military-biden-redeploy/
[1] https://twitter.com/sujatkamal9/status/1539151069779218432
[1] https://twitter.com/GlobalGsts/status/1538912766559412224
[1] https://zoom.us/meeting/register/tJMkf-yqrzgqGNSFnFbx3yNtQfqHHUZf8-oX

Top URLs in Tweet in G9:
[6] https://stat.world/biportal/?lang=en
[2] https://blogs.worldbank.org/opendata/newly-released-data-show-refugee-numbers-2021-are-highest-ever-update
[2] http://wrld.bg/A3I350JCCe5
[2] https://blogs.worldbank.org/developmenttalk/filling-gaps-childcare-laws-womens-economic-participation
[2] https://live.worldbank.org/events/2021-global-findex
[1] https://www.who.int/publications/i/item/9789240049666
[1] http://wrld.bg/IPK150ITBQF
[1] https://blogs.worldbank.org/developmenttalk/why-price-cement-so-high-africa
[1] https://blogs.worldbank.org/opendata/raising-bar-debt-data-transparency
[1] https://www.worldbank.org/en/news/podcast/2022/06/10/world-food-crisis-security-hunger-supply-chains-war-ukraine-development-podcast?cid=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G10:
[5] https://www.cnn.com/2021/03/19/africa/ethiopia-tigray-rape-investigation-cmd-intl/index.html
[3] https://www.theguardian.com/global-development/2022/mar/23/trying-to-survive-millions-in-tigray-face-hunger-as-they-wait-in-vain-for-aid
[3] https://www.worldbank.org/en/news/press-release/2022/04/12/world-bank-supports-ethiopia-s-conflict-affected-communities-targets-over-five-million-people
[2] https://blogs.worldbank.org/africacan/why-ethiopia-needs-open-its-telecom-market
[2] https://apnews.com/article/ethiopia-tigray-minority-ethnic-cleansing-sudan-world-news-842741eebf9bf0984946619c0fc15023
[2] https://apnews.com/article/race-and-ethnicity-sudan-ethiopia-only-on-ap-49166602bcb2a0a112402e202a034f38
[2] https://www.theafricareport.com/39864/ethiopia-the-case-for-partial-privatization-of-ethio-telecom/
[2] https://www.africanews.com/2022/03/30/despite-humanitarian-truce-in-tigray-millions-still-wait-for-aid/
[1] https://www.bbc.com/news/world/africa/live?fbclid=IwAR2XsTXEZzAEpylVBBw8gZK5zaIAFh0xrmJ6_jDa9ylPU_iFBeZk4GE_HTI
[1] https://www.bbc.com/news/world-61101732?ns_mchannel=social&ns_source=twitter&ns_campaign=bbc_live&ns_linkname=61101732%26Ukraine%20focus%20shows%20bias%20against%20black%20lives%20-%20WHO%262022-04-13T20%3A53%3A35.000Z&ns_fee=0&pinned_post_locator=urn:bbc:cps:curie:asset:3ada55c1-a30c-4e77-8917-74c9a97947c1&pinned_post_asset_id=61101732&pinned_post_type=share

Top Domains
Top Domains in Tweet in Entire Graph:
[536] worldbank.org
[225] twitter.com
[178] amnesty.org
[70] theguardian.com
[60] wrld.bg
[41] cnn.com
[16] apnews.com
[15] ft.com
[12] youtube.com
[11] thenewhumanitarian.org

Top Domains in Tweet in G1:
[192] worldbank.org
[38] wrld.bg
[27] twitter.com
[13] ft.com
[6] bit.ly
[5] facebook.com
[2] office.com
[2] youtube.com
[2] edf.org
[2] development-today.com

Top Domains in Tweet in G2:
[177] amnesty.org
[132] worldbank.org
[118] twitter.com
[65] theguardian.com
[34] cnn.com
[12] apnews.com
[10] thenewhumanitarian.org
[8] theafricareport.com
[7] nytimes.com
[6] bbc.com

Top Domains in Tweet in G3:
[12] twitter.com
[9] worldbank.org
[5] youtube.com
[4] google.com
[2] plasticoceans.org
[2] thedailynewnation.com
[2] debtforclimate.org
[1] devex.com
[1] dhakapost.com
[1] daily-bangladesh.com

Top Domains in Tweet in G4:
[22] twitter.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] worldbank.org

Top Domains in Tweet in G6:
[1] youtube.com
[1] freepressjournal.in
[1] twitter.com

Top Domains in Tweet in G7:
[5] twitter.com
[3] worldbankgroup.org
[2] google.com
[2] politicopro.com
[2] worldbank.org
[1] campaignforeducation.org
[1] devex.com
[1] cgdev.org
[1] oecd.org
[1] politico.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] thegrayzone.com
[1] zoom.us

Top Domains in Tweet in G9:
[28] worldbank.org
[6] stat.world
[5] wrld.bg
[1] who.int
[1] unhabitat.org
[1] reuters.com
[1] twitter.com
[1] thegef.org

Top Domains in Tweet in G10:
[7] cnn.com
[6] worldbank.org
[4] apnews.com
[4] theguardian.com
[3] bbc.com
[3] twitter.com
[3] usnews.com
[2] msn.com
[2] theafricareport.com
[2] africanews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2046] tigray
[995] tigraygenocide
[491] endtigraysiege
[348] ethiopia
[233] stopfundingtigraygenocide
[197] tigrayfamine
[169] tigrayans
[149] etipien
[148] endtigraygenocide
[139] tigraycantwait



Top Hashtags in Tweet in G1:
[44] covid19
[33] climatechange
[25] worldrefugeeday
[19] tanzania
[17] tigray
[16] climateexplainer
[15] tigraygenocide
[14] sdg6
[12] refugees
[11] electricityaccess

Top Hashtags in Tweet in G2:
[1951] tigray
[878] tigraygenocide
[463] endtigraysiege
[330] ethiopia
[195] tigrayfamine
[192] stopfundingtigraygenocide
[164] tigrayans
[148] etipien
[146] endtigraygenocide
[135] tigraycantwait

Top Hashtags in Tweet in G3:
[44] stopsponsoringouroppression
[44] museveninotourpresident
[14] worldbank
[13] imf
[12] g7
[5] bangladesh
[4] tigraygenocide
[4] investinhealth
[3] padmabridge
[3] debtforclimate

Top Hashtags in Tweet in G4:
[24] boycottunitybanksfb
[24] pmcbankcrisis
[13] resignmodi
[1] corruptedpolitics
[1] earthquake
[1] paktika
[1] khost
[1] fraud
[1] rbi
[1] humanrights

Top Hashtags in Tweet in G5:
[67] tigraygenocide
[37] tigray
[10] endtigraysiege
[7] ethiopia
[4] tigraycantwait
[4] tigrayans
[3] ethiopian
[2] africanchild
[2] endtigrayfamine
[2] endtigraygenocide

Top Hashtags in Tweet in G6:
[1] paktika
[1] khost
[1] paktia
[1] remembering19june1992
[1] karachi
[1] sindh
[1] updf
[1] ugandaisbleeding
[1] endtortureinuganda
[1] kunga

Top Hashtags in Tweet in G7:
[18] fif
[5] covid19
[4] biyoole
[3] ssc
[3] impactevaluation
[3] francophoneafrica
[2] pef
[2] pandemic
[2] globalpulse
[1] diversion

Top Hashtags in Tweet in G8:
[8] whereispresidenthassan
[2] endgenocideagainsttigrayans
[2] peacefortigray
[2] peacefortheworld
[2] actionsnotjustwords
[1] srilanka
[1] handsoffsomali
[1] stopfundingdictatormuseveni
[1] yogaday
[1] tigraygenocide

Top Hashtags in Tweet in G9:
[12] data
[10] worldbank
[10] statistics
[8] wdi
[7] visualization
[7] world
[6] covid19
[6] people
[6] datascience
[4] biodiversity

Top Hashtags in Tweet in G10:
[35] stopfundingtigraygenocide
[35] tigray
[28] tigraygenocide
[13] endtigraysiege
[6] ethiopia
[5] myanmar
[5] savetigray
[4] allowaccesstotigray
[2] ukraine
[2] worldbankstopfundingtigraygenocide

Top Words
Top Words in Tweet in Entire Graph:
[4392] worldbank
[2049] #tigray
[1190] tigray
[1081] world
[995] #tigraygenocide
[859] war
[809] bank
[729] support
[706] humanitarian
[699] people

Top Words in Tweet in G1:
[1050] worldbank
[180] worldbankafrica
[171] young
[151] professionals
[134] olalereodusote
[131] lasgminenergy
[130] more
[114] world
[113] covid
[109] matthieu_lahaye

Top Words in Tweet in G2:
[2611] worldbank
[1954] #tigray
[1075] tigray
[878] #tigraygenocide
[812] world
[783] war
[669] humanitarian
[652] bank
[624] support
[568] davidmalpasswbg

Top Words in Tweet in G3:
[174] worldbank
[48] imf
[45] fund
[45] human
[45] borisjohnson
[44] despite
[44] outcry
[44] evidence
[44] shameless
[44] generously

Top Words in Tweet in G4:
[46] pmoindia
[45] narendramodi
[43] rbi
[40] finminindia
[39] worldbank
[39] nsitharaman
[38] abpnews
[37] icj_asia
[26] mumbaimirror
[26] httweets

Top Words in Tweet in G5:
[81] legacytigray
[81] worldbank
[76] tigray
[70] stop
[70] 593
[70] days
[67] #tigraygenocide
[65] place
[64] ic
[62] taking

Top Words in Tweet in G6:
[28] worldbank
[16] statedept
[16] ustreasury
[15] vp
[14] imfnews
[12] unhumanrights
[10] worldbanksasia
[10] ndmehsan
[10] un_hrc
[10] ungeneva

Top Words in Tweet in G7:
[37] pandemic
[30] worldbank's
[28] preparedness
[28] fund
[25] controversial
[25] response
[25] ppr
[23] shows
[23] felixundstein
[22] globalfund

Top Words in Tweet in G8:
[33] worldbank
[21] globalgsts
[18] asstsecstateaf
[17] statedept
[16] secblinken
[15] statedeptars
[13] please
[13] deputysecstate
[12] imfnews
[11] secdef

Top Words in Tweet in G9:
[45] budgets
[28] health
[27] work
[25] world
[24] make
[23] program
[22] designing
[22] worldbank
[21] helenebarroy
[21] practical

Top Words in Tweet in G10:
[67] worldbank
[35] #stopfundingtigraygenocide
[35] #tigray
[28] war
[28] #tigraygenocide
[27] ethiotelecom
[15] tigray
[15] ethiopia
[14] fund
[14] aid

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[744] world,bank
[338] worldbank,eucouncil
[333] 593,days
[324] need,urgent
[318] urgent,humanitarian
[318] humanitarian,assistance
[312] bank,support
[299] #tigray,need
[288] end,#tigraygenocide
[283] millions,#tigray

Top Word Pairs in Tweet in G1:
[151] young,professionals
[135] worldbank,worldbankafrica
[131] worldbankafrica,lasgminenergy
[115] olalereodusote,worldbank
[86] selon,worldbank
[86] worldbank,élèves
[86] élèves,français
[86] français,n'accusent
[86] n'accusent,retard
[86] retard,d'apprentissage

Top Word Pairs in Tweet in G2:
[631] world,bank
[335] worldbank,eucouncil
[313] need,urgent
[308] urgent,humanitarian
[307] humanitarian,assistance
[306] bank,support
[290] #tigray,need
[287] end,#tigraygenocide
[276] davidmalpasswbg,eucopresident
[274] millions,#tigray

Top Word Pairs in Tweet in G3:
[45] worldbank,imf
[44] worldbank,despite
[44] despite,outcry
[44] outcry,evidence
[44] evidence,shameless
[44] shameless,worldbank
[44] imf,generously
[44] generously,fund
[44] fund,african
[44] african,dictators

Top Word Pairs in Tweet in G4:
[37] narendramodi,pmoindia
[37] pmoindia,rbi
[37] rbi,finminindia
[37] finminindia,nsitharaman
[37] icj_asia,abpnews
[26] abpnews,mumbaimirror
[26] mumbaimirror,httweets
[24] sunnyfernandes,narendramodi
[24] nsitharaman,#boycottunitybanksfb
[24] #boycottunitybanksfb,#pmcbankcrisis

Top Word Pairs in Tweet in G5:
[69] 593,days
[62] #tigraygenocide,taking
[62] taking,place
[62] place,tigray
[62] tigray,593
[62] days,open
[62] open,letter
[62] letter,worldbank
[62] worldbank,reconsider
[61] ask,ic

Top Word Pairs in Tweet in G6:
[8] us4afghanpeace,se_afghanwgh
[8] se_afghanwgh,whcos
[8] whcos,karzaih
[8] karzaih,vp
[8] vp,statedept
[8] statedept,secyellen
[8] secyellen,ustreasury
[8] ustreasury,worldbanksasia
[8] imfnews,worldbank
[8] ndmehsan,saleemkhansafi

Top Word Pairs in Tweet in G7:
[25] pandemic,preparedness
[21] worldbank's,controversial
[21] controversial,suggestion
[21] suggestion,pandemic
[21] preparedness,response
[21] response,ppr
[21] ppr,fund
[21] fund,shows
[21] shows,stake
[20] felixundstein,worldbank's

Top Word Pairs in Tweet in G8:
[15] statedeptars,asstsecstateaf
[15] asstsecstateaf,statedept
[15] statedept,secblinken
[13] secblinken,deputysecstate
[10] worldbank,imfnews
[10] globalgsts,presents
[10] presents,grave
[10] grave,concern
[10] concern,worldbank
[10] worldbank,group

Top Word Pairs in Tweet in G9:
[24] make,budgets
[24] budgets,work
[24] work,health
[21] health,practical
[21] practical,guide
[21] guide,designing
[21] designing,managing
[21] managing,monitoring
[21] monitoring,program
[21] program,budgets

Top Word Pairs in Tweet in G10:
[8] privatization,ethiotelecom
[8] world,bank
[7] fund,#tigraygenocide
[6] sale,ethiotelecom
[6] food,aid
[6] #stopfundingtigraygenocide,#endtigraysiege
[6] privatizing,ethiotelecom
[6] ethiotelecom,potential
[6] investment,capital
[6] capital,attracting

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@olalereodusote
@davidmalpasswbg
@matthieu_lahaye
@amnesty
@sgonzalezcr
@lizannsonders
@narendramodi
@tehseenp
@ralphadebisi

Top Replied-To in G1:
@olalereodusote
@worldbank
@matthieu_lahaye
@lizannsonders
@ralphadebisi
@clachidi
@preshbae__
@worldbankafrica
@drbeileh
@pheronmie005

Top Replied-To in G2:
@worldbank
@davidmalpasswbg
@amnesty
@nup_ug
@legacytigray
@hrw
@un_hrc
@neo_tigray
@jayethio
@tititdf3

Top Replied-To in G3:
@worldbank
@ecb
@rw_unp
@fff_bangladesh
@ajenglish
@who
@nhsuk
@bron1954
@faonews
@bydixiequinn

Top Replied-To in G4:
@narendramodi
@tehseenp
@sunnyfernandes
@potus
@axisbank
@hdfcbank_cares
@hdfc_bank
@smitahdfcbank
@dreamlakshy
@pmoindia

Top Replied-To in G5:
@swtigray
@tigrayact
@profkindeya

Top Replied-To in G6:
@ndmehsan
@endafghanstarve
@fghyasi
@kathygannon
@officialdgispr
@peace_128482
@kwssip
@fatimak22461
@iqbaltareen
@machinemakproj1

Top Replied-To in G7:
@carmenpaun
@felixundstein
@davidmalpasswbg
@slerikson
@nschwalbe

Top Replied-To in G8:
@deeqa_lulu
@dw_culture
@globalgsts
@sfrcdems
@himyar95631141
@josephsenyonjo3

Top Replied-To in G9:
@asoucat
@wb_research

Top Replied-To in G10:
@worldbank
@davidkevindw3

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@davidmalpasswbg
@amnesty
@ethiotelecom
@eucopresident
@eucouncil
@abiyahmedali
@robelgz
@alena____a
@potus

Top Mentioned in G1:
@worldbank
@worldbankafrica
@lasgminenergy
@olalereodusote
@matthieu_lahaye
@ft4s
@miga
@wbg_climate
@worldbankwater
@ifc

Top Mentioned in G2:
@worldbank
@davidmalpasswbg
@amnesty
@ethiotelecom
@eucopresident
@eucouncil
@abiyahmedali
@robelgz
@alena____a
@potus

Top Mentioned in G3:
@worldbank
@un
@imf
@borisjohnson
@kagutamuseveni
@nytimes
@wsj
@ezzard_burdette
@nysba
@newyorker

Top Mentioned in G4:
@pmoindia
@rbi
@finminindia
@worldbank
@nsitharaman
@abpnews
@icj_asia
@narendramodi
@mumbaimirror
@httweets

Top Mentioned in G5:
@worldbank
@legacytigray
@tigrayact
@swtigray
@irobanina
@tigrayyouthntwk
@deknafoundation
@hpn4tigray
@omnatigray

Top Mentioned in G6:
@worldbank
@statedept
@ustreasury
@vp
@imfnews
@unhumanrights
@worldbanksasia
@un_hrc
@ungeneva
@fatfnews

Top Mentioned in G7:
@worldbank
@globalfund
@felixundstein
@gavi
@cepivaccines
@worldbank_ieg
@carmenpaun
@theglobalfight
@cunayee
@glassmanamanda

Top Mentioned in G8:
@worldbank
@asstsecstateaf
@statedept
@secblinken
@statedeptars
@deputysecstate
@imfnews
@secdef
@globalgsts
@statedeptspox

Top Mentioned in G9:
@worldbank
@helenebarroy
@worldbankdata
@wb_research
@stat_world
@jaimesaavedra22
@thegef
@who
@oecd
@asoucat

Top Mentioned in G10:
@worldbank
@ethiotelecom
@abiyahmedali
@davidmalpasswbg
@secyellen
@nohelema
@josepborrellf
@potus
@dfcgov
@kgeorgieva

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@filafresh
@httweets
@thehill
@hdfcbank_cares
@cnnnews18
@ndtv
@b1e56df9ce6549f
@dev_discourse
@biofares

Top Tweeters in G1:
@filafresh
@dev_discourse
@openrend
@paulmick
@magarya
@bourganne
@nordsud6213
@the_amponsa
@olumideidowu
@ice131queen

Top Tweeters in G2:
@africaupdates
@maxamaxim
@nigsti_tigray
@cnn
@ians_india
@romhai_h
@tsrha_kw
@kusuweyenti
@kirosawitr
@cnni

Top Tweeters in G3:
@b1e56df9ce6549f
@business
@economictimes
@mariastsehai
@skynews
@sipse
@cnbc
@bbcnews
@hrothenb
@foxnews

Top Tweeters in G4:
@httweets
@hdfcbank_cares
@cnnnews18
@ndtv
@timesofindia
@aajtak
@axisbanksupport
@the_hindu
@zeenewsenglish
@abpnews

Top Tweeters in G5:
@globeandmail
@globalbc
@peacefromchrist
@natsinet_gezma
@gidayzed
@cbcpolitics
@slassian____
@j9qoulxkv6zwrrv
@brhanegebrekir1
@rahel55794928

Top Tweeters in G6:
@tarekfatah
@one_piusjadwar
@ndmehsan
@suhail_khanzada
@alifahimp
@cjwerleman
@sumairajajja
@qasimalirazaali
@adb_hq
@officialmqm

Top Tweeters in G7:
@threadreaderapp
@politico
@catreonot
@ilonakickbusch
@glassmanamanda
@jamie_love
@alex_kainikii
@devex
@cgdev
@gabriela_ionas

Top Tweeters in G8:
@adi_remets
@tigistaa
@fcdogovuk
@sujatkamal9
@asgelef
@sdoughtymp
@royalfamily
@proudhooliganug
@dw_culture
@dfid_uk

Top Tweeters in G9:
@sakak
@ayralangel
@gbudhathoki
@epiccomplexity
@misantropomexic
@nationalkingsoo
@vhi_key
@carminaovargas
@munron43
@jamesjumba

Top Tweeters in G10:
@savemyanmarpeo2
@yohanes45682079
@nohelema
@heluesrom
@newtimesrwanda
@colorofchange
@euatun
@naacp
@hawttasfay
@donlemon


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