worldbank, Twitter, 5/19/2022 12:43:36 PM, 276621


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worldbank_2022-05-19_05-21-53.xlsx
worldbank_2022-05-19_05-21-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2022
Short Description:
worldbank via NodeXL https://bit.ly/3MzPnA3
@worldbank
@imfnews
@zewdumawcha2
@worldbankwater
@ffrr0101001
@bancomundial
@ccme_com
@frentecivico
@anujlove2022
@statedept

Top hashtags:
#ethiopia
#tigray
#ethiopian
#endtigraysiege
#tigrayans
#tigraygenocide

Description:
Description
The graph represents a network of 4,986 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, 19 May 2022 at 12:26 UTC.

The requested start date was Thursday, 19 May 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, 3-hour, 8-minute period from Monday, 16 May 2022 at 20:52 UTC to Thursday, 19 May 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 : 4986
Unique Edges : 6947
Edges With Duplicates : 16805
Total Edges : 23752
Number of Edge Types : 5
MentionsInRetweet : 8931
Retweet : 5803
Mentions : 7728
Replies to : 917
Tweet : 373
Self-Loops : 415
Reciprocated Vertex Pair Ratio : 0.00925404361470991
Reciprocated Edge Ratio : 0.0183383830330091
Connected Components : 207
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 4373
Maximum Edges in a Connected Component : 22911
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.208471
Graph Density : 0.000504602455581747
Modularity : 0.382409
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,986 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, 19 May 2022 at 12:26 UTC.

The requested start date was Thursday, 19 May 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, 3-hour, 8-minute period from Monday, 16 May 2022 at 20:52 UTC to Thursday, 19 May 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:
[33] https://twitter.com/martinplaut/status/1526655382764113923
[22] https://www.youtube.com/watch?v=6a8q7KWtV2k&feature=youtu.be

[19] https://www.worldbank.org/en/news/press-release/2022/04/12/world-bank-supports-ethiopia-s-conflict-affected-communities-targets-over-five-million-people
[16] https://blogs.worldbank.org/developmenttalk/covid-19-school-closures-fueled-big-learning-losses-especially-disadvantaged
[13] https://live.worldbank.org/events/gender-data-decision-making
[13] https://blogs.worldbank.org/voices/return-global-inflation
[13] https://twitter.com/mfaethiopia/status/1526220007377608710
[10] https://tigrayadey.com/
[9] https://www.nationalgeographic.com/culture/article/ethiopia-grave-humanitarian-crisis-unfolding-never-saw-hell-before-now-have
[9] https://blogs.worldbank.org/ppps/blended-finance-can-catalyze-renewable-energy-investments-low-income-countries?cid=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G1:
[25] https://twitter.com/martinplaut/status/1526655382764113923
[13] https://twitter.com/mfaethiopia/status/1526220007377608710
[9] https://blogs.worldbank.org/ppps/blended-finance-can-catalyze-renewable-energy-investments-low-income-countries?cid=ECR_TT_worldbank_EN_EXT
[6] https://www.worldbank.org/en/news/press-release/2022/05/18/world-bank-announces-planned-actions-for-global-food-crisis-response?cid=SHR_SitesShareTT_EN_EXT
[5] https://www.worldbank.org/en/news/press-release/2022/04/12/world-bank-supports-ethiopia-s-conflict-affected-communities-targets-over-five-million-people
[4] https://blogs.worldbank.org/voices/new-global-food-crisis-building?cid=ECR_TT_worldbank_EN_EXT
[4] https://www.worldbank.org/en/news/press-release/2022/05/18/world-bank-announces-planned-actions-for-global-food-crisis-response?cid=ECR_TT_worldbank_EN_EXT
[4] https://twitter.com/MoF_Ethiopia/status/1526189230921228288
[4] https://tigrayadey.com/
[4] http://tigrayadey.com

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

[2] https://www.agrilinks.org/events/accelerating-impact-irrigation-and-landscape-level-agricultural-water-management-scale
[2] https://www.as-coa.org/events/trade-and-environment-what-do-policymakers-and-companies-americas-need-know
[2] https://twitter.com/martinplaut/status/1526655382764113923
[2] https://www.youtube.com/watch?v=kxBn_k6dY-g&feature=youtu.be

[2] https://blogs.worldbank.org/voices/return-global-inflation
[1] https://twitter.com/LiberalChick/status/1527015203023380480
[1] https://www.imf.org/en/News/Articles/2022/05/17/pr22158-statement-md-on-joint-plan-to-address-food-insecurity
[1] https://twitter.com/elsayaso/status/1526469931306561537
[1] https://twitter.com/euinethiopia/status/1526901031090675712

Top URLs in Tweet in G3:
[14] https://www.worldbank.org/en/news/press-release/2022/04/12/world-bank-supports-ethiopia-s-conflict-affected-communities-targets-over-five-million-people
[7] https://www.msn.com/en-us/news/world/3800-metric-tons-of-food-blocked-from-reaching-tigray-world-food-bank-says/ar-AALHcV4
[7] https://www.nationalgeographic.com/culture/article/ethiopia-grave-humanitarian-crisis-unfolding-never-saw-hell-before-now-have
[6] https://tigrayadey.com/
[6] https://twitter.com/martinplaut/status/1526655382764113923
[2] http://tigrayadey.com
[2] https://twitter.com/MoF_Ethiopia/status/1526189230921228288
[1] https://twitter.com/mof_ethiopia/status/1526189230921228288
[1] https://www.worldbank.org/404_response.htm
[1] https://twitter.com/omnatigray/status/1526287503660941312

Top URLs in Tweet in G4:
[9] https://blogs.worldbank.org/es/voices/estamos-preparados-para-la-oleada-de-crisis-de-la-deuda-que-se-aproxima?cid=ECR_TT_worldbank_ES_EXT
[7] https://live.worldbank.org/events/gender-data-decision-making
[5] https://blogs.worldbank.org/opendata/when-there-enough-data-create-global-statistic
[4] https://blogs.worldbank.org/energy/amid-energy-price-shocks-five-lessons-remember-energy-subsidies
[3] https://live.worldbank.org/events/idahotb2022?cid=sd_tt_socialdevelopment_en_ext+
[3] http://wrld.bg/NVXr30sjGgP
[2] https://blogs.worldbank.org/es/voices/los-riesgos-de-la-deuda-privada-se-esconden-simple-vista?cid=ECR_TT_worldbank_ES_EXT
[2] https://ieg.worldbankgroup.org/podcast/learning-development-policy-financing?utm_source=DPFPodcast&utm_medium=twitter&utm_campaign=IEGPodcast
[2] https://live.worldbank.org/events/idahotb2022
[2] http://wrld.bg/TNrw30s7WFG

Top URLs in Tweet in G5:
[1] https://twitter.com/drbeileh/status/1526590680595824641
[1] https://twitter.com/somali_lawyer/status/1527045231992086535
[1] https://aiccra.cgiar.org/events/can-accelerator-programs-catalyze-private-investment-climate-smart-agriculture-lessons
[1] https://bit.ly/AiccraComms
[1] https://blogs.worldbank.org/voices/Forgotten-no-more-aid-to-fragile-states-duty-not-option?CID=ECR_TT_worldbank_EN_EXT
[1] https://alnwrs.com/2022/05/103141/
[1] https://twitter.com/nafisaeltahir/status/1526609656616976385?s=20&t=0712BsIweYKU7iok_Ha1jg

Top URLs in Tweet in G6:
[3] https://live.worldbank.org/events/quality-early-learning
[3] https://www.worldbank.org/en/news/press-release/2022/05/18/-lebanon-financing-facility-supports-beirut-s-environmental-recovery-efforts-and-solid-waste-management
[2] https://live.worldbank.org/events/gender-data-decision-making
[2] https://openknowledge.worldbank.org/bitstream/handle/10986/37411/IDU0e7f7494c051340403109d2300111bd4dbbc2.pdf?sequence=1&isAllowed=y
[2] https://blogs.worldbank.org/ar/voices/kyf-ymknna-twsy-ntaq-altmwyl-allazm-llml-almnakhy?cid=ecr_tt_worldbank_ar_ext
[2] https://openknowledge.worldbank.org/handle/10986/37371
[2] https://www.worldbank.org/en/events/2022/05/18/learning-losses-and-impacts-of-covid-19-in-caribbean-education-world-bank-briefing-on-how-to-recover-lost-ground?cid=lac_tt_caribbean_en_ext
[1] https://blogs.worldbank.org/education/investing-human-capital-el-salvador-knowledge-currency-digital-economy
[1] https://www.worldbank.org/en/research/publication/improving-effective-coverage-in-health
[1] https://blogs.worldbank.org/education/learning-recovery-plan-countries-europe-and-central-asia

Top URLs in Tweet in G7:
[1] https://home.treasury.gov/news/press-releases/jy0792
[1] https://twitter.com/Oswald1933/status/1525057107304886273?s=20&t=qf3usp63bX4ypldNUgHQBg
[1] https://www.imf.org/en/News/Articles/2022/05/17/pr22158-statement-md-on-joint-plan-to-address-food-insecurity
[1] https://www.stellar.org/papers/stellar-consensus-protocol
[1] https://twitter.com/surendirans/status/1527012746168086530
[1] https://twitter.com/NewsWireLK/status/1526942711634219008?t=KB9Q4baBvieNRhIhY0q6YQ&s=19
[1] https://twitter.com/USTreasury/status/1526902565224464390
[1] https://adb-org.zoom.us/meeting/register/tJcocO-gqD8iGdxT_ZukoY5sD58KCuQs2uNY
[1] https://twitter.com/LowrieJohn/status/1401112123992907779?s=20&t=q9must6cHjUrJUybGG2zdw
[1] https://www.lankatruth.com/si/%e0%b6%bb%e0%b6%a7-%e0%b6%9c%e0%b7%92%e0%b6%bd-%e0%b6%9c%e0%b6%ad%e0%b7%8a-%e0%b7%80%e0%b7%92%e0%b6%af%e0%b7%9a%e0%b7%81-%e0%b6%ab%e0%b6%ba-%e0%b6%b6%e0%b6%bb-%e0%b6%b8%e0%b7%99%e0%b6%b1%e0%b7%8a/

Top URLs in Tweet in G8:
[1] https://www.welt.de/wirtschaft/video238828063/Milliarden-fuer-Energiewende-und-Ukraine-Wir-muessen-innerhalb-von-Tagen-die-Zahlungsfaehigkeit-der-Ukraine-sicherstellen.html
[1] https://twitter.com/worldbank/status/1526991462331817984
[1] https://twitter.com/Verum_superarit/status/1524133458993364995?s=20&t=vJF34XJ4ev_cZCgMfSP7Xg
[1] https://ansage.org/schulden-union-2-0-zulasten-deutschlands-hunderte-milliarden-fuer-kiew/

Top URLs in Tweet in G9:
[2] https://twitter.com/rebealanees/status/1526994959005806595
[1] https://data.worldbank.org/indicator/NY.GDP.DEFL.KD.ZG?locations=IN
[1] https://data.worldbank.org/indicator/NY.GDP.DEFL.KD.ZG?locations=IN&start=2000
[1] https://twitter.com/shenster98/status/1527003194685272064
[1] https://twitter.com/krishanKTRS/status/1526164598260658176
[1] https://twitter.com/anandverite/status/1526587930516393984
[1] https://twitter.com/rebealanees/status/1526934930533785600

Top URLs in Tweet in G10:
[3] https://live.worldbank.org/events/gender-data-decision-making
[2] https://blogs.worldbank.org/sustainablecities/using-integrated-urban-development-and-disaster-risk-management-approach-combat?cid=SURR_TT_WBGCities_EN_EXT
[2] https://blogs.worldbank.org/governance/disaggregated-data-focused-development-programs
[2] https://blogs.worldbank.org/voices/four-paths-respond-food-price-crisis
[2] https://blogs.worldbank.org/transport/improving-urban-transport-tanzanias-secondary-cities-design-people-not-cars
[2] https://www.worldbank.org/en/news/feature/2021/04/19/deploying-digital-tools-to-withstand-climate-change-in-low-income-countries
[1] https://blogs.worldbank.org/sustainablecities/how-does-pollution-stall-productivity-studying-monrovias-duala-market?cid=SURR_TT_WBGCities_EN_EXT
[1] https://blogs.worldbank.org/sustainablecities/how-can-we-meet-urgency-financing-climate-action-cities?cid=SURR_TT_WBGCities_EN_EXT
[1] https://blogs.worldbank.org/sustainablecities/can-3d-printing-become-sustainable-way-close-global-housing-gap?cid=SURR_TT_WBGCities_EN_EXT
[1] https://blogs.worldbank.org/voices/tracking-government-debt-hard-banishing-secrecy-clauses-would-make-it-far-easier

Top Domains
Top Domains in Tweet in Entire Graph:
[562] worldbank.org
[223] twitter.com
[43] wrld.bg
[37] youtube.com
[16] tigrayadey.com
[11] bit.ly
[9] nationalgeographic.com
[8] msn.com
[8] zoom.us
[7] adaderana.lk

Top Domains in Tweet in G1:
[122] worldbank.org
[95] twitter.com
[8] tigrayadey.com
[5] wrld.bg
[4] youtube.com
[3] reuters.com
[2] bankinformationcenter.org
[2] tandfonline.com
[1] knomad.org
[1] trading-risk.com

Top Domains in Tweet in G2:
[27] youtube.com
[20] twitter.com
[5] worldbank.org
[2] agrilinks.org
[2] as-coa.org
[1] imf.org
[1] nytimes.com
[1] nationalobserver.com
[1] cnn.com
[1] brecorder.com

Top Domains in Tweet in G3:
[17] twitter.com
[17] worldbank.org
[8] tigrayadey.com
[7] msn.com
[7] nationalgeographic.com

Top Domains in Tweet in G4:
[135] worldbank.org
[23] wrld.bg
[7] twitter.com
[5] worldbankgroup.org
[3] zoom.us
[2] cgdev.org
[2] omny.fm
[2] bit.ly
[2] ifc.org
[1] innovate4climateconference.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] cgiar.org
[1] bit.ly
[1] worldbank.org
[1] alnwrs.com

Top Domains in Tweet in G6:
[40] worldbank.org
[4] twitter.com
[1] wrld.bg
[1] gov.rw
[1] knomad.org
[1] bit.ly
[1] youtube.com
[1] csod.com

Top Domains in Tweet in G7:
[6] twitter.com
[1] treasury.gov
[1] imf.org
[1] stellar.org
[1] zoom.us
[1] lankatruth.com
[1] onlanka.com
[1] nationalgeographic.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] welt.de
[1] ansage.org

Top Domains in Tweet in G9:
[6] twitter.com
[2] worldbank.org

Top Domains in Tweet in G10:
[41] worldbank.org
[5] wrld.bg
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2008] ethiopia
[2008] tigray
[1055] ethiopian
[435] endtigraysiege
[236] tigrayans
[199] tigraygenocide
[172] worldbankstopfundingtigraygenocide
[148] worldbank
[103] ugandaisbleeding
[100] westerntigray



Top Hashtags in Tweet in G1:
[306] tigray
[276] ethiopia
[117] ethiopian
[74] tigraygenocide
[73] worldbankstopfundingtigraygenocide
[56] endtigraysiege
[56] ugandaisbleeding
[56] stopsponsoringouroppression
[46] eu
[32] dyk

Top Hashtags in Tweet in G2:
[47] ugandaisbleeding
[33] stopsponsoringouroppression
[29] ethiopia
[26] endtortureinuganda
[23] freeallpoliticalprisoners
[19] uganda
[16] m7novmassacreug
[14] tigray
[13] endtigraysiege
[12] kunga

Top Hashtags in Tweet in G3:
[1692] ethiopia
[1687] tigray
[934] ethiopian
[366] endtigraysiege
[210] tigrayans
[114] tigraygenocide
[98] worldbankstopfundingtigraygenocide
[85] westerntigray
[76] 559daysoftigraygenocide
[25] genocide

Top Hashtags in Tweet in G4:
[33] lgbti
[25] water
[22] idahotb
[15] remesas
[15] ucrania
[14] solidwaste
[14] covid19
[14] accelerateequality
[14] gender
[13] imanally

Top Hashtags in Tweet in G5:
[34] somalia
[7] somali
[7] somalis
[7] innovate4climate
[3] ethiopia
[1] climatesmartafrica
[1] onecgiar
[1] digital
[1] foodsystems
[1] africa

Top Hashtags in Tweet in G6:
[12] caribbean
[10] mena
[10] cash4works
[8] education
[5] learningpoverty
[5] malnutrition
[5] unicef
[4] covid19
[4] earlychildhoodeducation
[4] jordan

Top Hashtags in Tweet in G7:
[6] srilanka
[3] slparliament
[3] worldbank
[3] cambodia
[2] idahotb2022
[2] economiccrisislk
[1] bitcoin
[1] gota
[1] gotagogama
[1] health

Top Hashtags in Tweet in G8:
[16] ukraine
[3] lindner
[2] g7
[2] covid19
[2] nofdp
[1] g7ger
[1] pandorapapers
[1] sanktionen
[1] schussinseigeneknie
[1] realistenvernunftbürgerwehrensich

Top Hashtags in Tweet in G9:
[43] endstateterroragainstoromo
[3] sindhneedswater
[1] punjabwaterthief
[1] stopwaronoromia

Top Hashtags in Tweet in G10:
[11] tanzania
[6] gender
[5] accelerateequality
[5] schoolclosures
[5] covid19
[5] workingpaper
[4] dayoffamilies
[4] dyk
[3] data
[3] telecommunication

Top Words
Top Words in Tweet in Entire Graph:
[3289] worldbank
[2008] #ethiopia
[2008] #tigray
[1974] world
[1837] bank
[1473] gov
[1422] 300
[1313] grant
[1055] #ethiopian
[1041] mil

Top Words in Tweet in G1:
[1278] worldbank
[328] world
[306] #tigray
[276] #ethiopia
[271] bank
[233] davidmalpasswbg
[201] 300
[187] gov
[172] grant
[161] more

Top Words in Tweet in G2:
[286] worldbank
[117] imfnews
[94] uganda
[87] stop
[66] dictator
[65] hrw
[58] potus
[54] davidmalpasswbg
[50] ugandans
[50] intlcrimcourt

Top Words in Tweet in G3:
[1692] #ethiopia
[1687] #tigray
[1441] world
[1432] bank
[1278] gov
[1205] 300
[1116] grant
[934] #ethiopian
[902] mil
[855] worldbank

Top Words in Tweet in G4:
[160] worldbank
[98] more
[75] countries
[69] water
[68] people
[59] worldbankwater
[46] access
[44] services
[41] climate
[40] wastewater

Top Words in Tweet in G5:
[128] worldbank
[125] hassansmohamud
[82] drbeileh
[63] president
[59] sntvnews1
[52] imfnews
[50] joined
[49] briefing
[49] thevillasomalia
[46] mohamedhroble

Top Words in Tweet in G6:
[92] worldbank
[71] countries
[68] wbg_education
[67] research
[58] work
[58] central
[57] level
[56] recruiting
[56] analyst
[56] ge

Top Words in Tweet in G7:
[43] worldbank
[35] adb_hq
[34] imfnews
[30] the_idb
[28] food
[27] afdb_group
[27] ifad
[26] secyellen
[25] ebrd
[24] ustreasury

Top Words in Tweet in G8:
[133] welt
[130] g7
[129] c_lindner
[125] bmf_bund
[115] worldbank
[113] imfnews
[82] die
[39] ukraine
[18] deutschland
[17] zahlungsfähig

Top Words in Tweet in G9:
[64] worldbank
[63] ethiopia
[57] financial
[57] support
[57] means
[57] encouraging
[57] lawlessness
[57] war
[57] crimes
[57] inhumanity

Top Words in Tweet in G10:
[27] data
[23] urban
[21] worldbank
[19] more
[18] mapping
[17] wb_research
[16] world
[15] wbg_cities
[14] countries
[13] debt

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1811] world,bank
[1054] #ethiopian,gov
[1041] 300,mil
[1041] mil,grant
[747] grant,world
[497] buy,more
[493] gov,use
[493] use,300
[493] bank,buy
[493] more,high

Top Word Pairs in Tweet in G1:
[260] world,bank
[133] 300,mil
[133] mil,grant
[117] #ethiopian,gov
[93] grant,world
[80] secblinken,josepborrellf
[79] josepborrellf,worldbank
[79] worldbank,un_hrc
[79] un_hrc,davidmalpasswbg
[78] davidmalpasswbg,imfnews

Top Word Pairs in Tweet in G2:
[52] imfnews,worldbank
[52] worldbank,davidmalpasswbg
[50] davidmalpasswbg,uzh_en
[34] human,rights
[27] worldbank,intlcrimcourt
[27] renown,nup_ug
[27] nup_ug,political
[27] political,coordinator
[27] coordinator,abducted
[27] abducted,detained

Top Word Pairs in Tweet in G3:
[1432] world,bank
[934] #ethiopian,gov
[902] 300,mil
[902] mil,grant
[652] grant,world
[446] buy,more
[445] gov,use
[445] use,300
[445] bank,buy
[445] more,high

Top Word Pairs in Tweet in G4:
[27] learn,more
[21] sanitation,services
[21] people,globally
[21] access,safe
[20] small,towns
[20] billion,people
[20] globally,lack
[20] lack,access
[20] safe,#water
[20] #water,sanitation

Top Word Pairs in Tweet in G5:
[61] hassansmohamud,worldbank
[48] worldbank,thevillasomalia
[47] president,hassansmohamud
[46] mohamedhroble,sntvnews1
[41] drbeileh,hassansmohamud
[39] bbcsomali,mof_somalia
[31] thevillasomalia,golaha_shac_jfs
[31] golaha_shac_jfs,mohamedhroble
[31] sntvnews1,bbcsomali
[27] today,honour

Top Word Pairs in Tweet in G6:
[56] worldbank,wbg_education
[56] wbg_education,recruiting
[56] recruiting,research
[56] research,analyst
[56] analyst,ge
[56] ge,level
[56] level,staff
[56] staff,work
[56] work,countries
[56] countries,west

Top Word Pairs in Tweet in G7:
[23] food,security
[23] adb_hq,afdb_group
[23] afdb_group,ebrd
[23] ebrd,ifad
[23] ifad,the_idb
[21] action,plan
[14] treasury,welcomes
[14] welcomes,today
[14] today,action
[14] plan,stems

Top Word Pairs in Tweet in G8:
[113] imfnews,worldbank
[111] welt,imfnews
[71] bmf_bund,c_lindner
[71] c_lindner,g7
[71] g7,welt
[54] c_lindner,welt
[50] bmf_bund,g7
[40] g7,c_lindner
[25] die,ukraine
[16] zahlungsfähig,halten

Top Word Pairs in Tweet in G9:
[57] financial,support
[57] support,ethiopia
[57] ethiopia,means
[57] means,encouraging
[57] encouraging,lawlessness
[57] lawlessness,war
[57] war,crimes
[57] crimes,inhumanity
[57] inhumanity,genocide
[57] genocide,terrorism

Top Word Pairs in Tweet in G10:
[11] urban,planners
[9] planners,use
[9] use,mapping
[9] mapping,data
[9] data,design
[9] design,inclusive
[9] inclusive,green
[9] green,recovery
[9] recovery,covid
[9] covid,19

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@bmf_bund
@drbeileh
@liberalchick
@josepborrellf
@martinplaut
@symposium_2022
@ustreasury
@habi_co_
@usmissionuganda

Top Replied-To in G1:
@worldbank
@martinplaut
@jelanimk
@davidmalpasswbg
@gebrekirstosg
@gebremeskelgeb
@tigistaa
@thecableng
@almazb1981
@albd1971

Top Replied-To in G2:
@worldbank
@josepborrellf
@usmissionuganda
@euinug
@narendramodi
@royalfamily
@amnesty
@tanzaniainsight
@un
@kagutamuseveni

Top Replied-To in G3:
@liberalchick
@ruthg83072976
@emfj2023
@mikey49023498
@mof_ethiopia
@mikehen90715032
@worldbank
@mustafa__bag
@martinplaut
@gunrapy1

Top Replied-To in G4:
@worldbank
@wbg_climate
@wto
@worldbank_ieg
@cgdev
@marcalainb
@wbg_inclusion
@diop_ifc
@thegff
@koendavidse

Top Replied-To in G5:
@drbeileh
@nasrabashiir
@patrickheinisc1
@eriksolheim
@mmcaddow
@somali_lawyer
@kgeorgieva
@lpm5k
@sonnalive
@horufadhi_media

Top Replied-To in G6:
@rebrwanda
@mpblimpo
@worldbank
@wbcaribbean
@sarojjha001

Top Replied-To in G7:
@ustreasury
@imfnews
@surendirans
@rw_unp
@gotabayar
@felipewalterc
@economynext
@shiharaneez
@vod_english
@oon88amanda

Top Replied-To in G8:
@bmf_bund
@me1969michaela
@md_munich
@kerstin56280068
@miatze_sagt
@uschuergers
@drahoschgeorg
@hensman4711
@goldandsilver02
@he_koba

Top Replied-To in G9:
@tehseenp
@sarcasticme_89
@aaymanam

Top Replied-To in G10:
@wbg_digitaldev
@stratosvito
@dgomezco
@deivyvega

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@zewdumawcha2
@imfnews
@davidmalpasswbg
@tigraykwgeheu
@secblinken
@un_hrc
@josepborrellf
@abrhaeyerus
@aidawarsim

Top Mentioned in G1:
@worldbank
@davidmalpasswbg
@imfnews
@secblinken
@josepborrellf
@un_hrc
@statedept
@uzh_en
@rimey_tig
@wo

Top Mentioned in G2:
@worldbank
@imfnews
@un
@hrw
@potus
@davidmalpasswbg
@uzh_en
@intlcrimcourt
@kagutamuseveni
@who

Top Mentioned in G3:
@worldbank
@zewdumawcha2
@tigraykwgeheu
@abrhaeyerus
@aidawarsim
@letina241
@nohelema
@danaitmulu1
@tigi85580203
@un_hrc

Top Mentioned in G4:
@worldbank
@worldbankwater
@bancomundial
@wbg_climate
@wbg_health
@worldbank_ieg
@worldbanklive
@wbpubs
@wbg_environment
@wbg_gender

Top Mentioned in G5:
@worldbank
@hassansmohamud
@sntvnews1
@imfnews
@w
@thevillasomalia
@mohamedhroble
@bbcsomali
@drbeileh
@mof_somalia

Top Mentioned in G6:
@worldbank
@wbg_education
@elianacarranza
@gpforeducation
@worldbankmena
@wbcaribbean
@sfdyemen
@hpatrinos
@rulindodistrict
@emivegasv

Top Mentioned in G7:
@worldbank
@adb_hq
@imfnews
@the_idb
@afdb_group
@ifad
@secyellen
@ebrd
@ustreasury
@rw_unp

Top Mentioned in G8:
@g7
@c_lindner
@welt
@worldbank
@imfnews
@bmf_bund
@dasibf
@gertibuelowius
@davidmalpasswbg
@cepivaccines

Top Mentioned in G9:
@unhumanrights
@cnn
@bbcworld
@speakerpelosi
@amnestyusa
@hrw
@statedept
@ablinken
@worldbank
@aranganathan72

Top Mentioned in G10:
@worldbank
@wb_research
@wbg_cities
@gfdrr
@wbg_digitaldev
@ecwgroup
@wbtanzania
@marcelloestevao
@thomasdehoop1

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@rjber15
@independent
@john1966olsen
@httweets
@indiatoday
@wadakashiho
@cnnnews18
@mariposadefurgo
@ndtv

Top Tweeters in G1:
@wadakashiho
@dev_discourse
@jjhuqpwjakk7cpr
@education_24x7
@economictimes
@illathhassan
@o_g_log
@olumideidowu
@carlsl
@nomoreslaves

Top Tweeters in G2:
@independent
@httweets
@ndtv
@reuters
@theofficialsbi
@business
@rakeshk35974444
@timesofindia
@thesun
@walmart

Top Tweeters in G3:
@bjcrochet
@gamarraya
@nigsti_tigray
@ajenglish
@great_tgray
@ferwinib
@tsrha_kw
@gebrihethg
@aynalem_fantu
@adilg

Top Tweeters in G4:
@rjber15
@john1966olsen
@mariposadefurgo
@misao_asuka
@r___83___o
@kaleidoscopet0
@wyatojb5qpvbfa3
@zaspiak
@raulpacheco
@drfarmertx

Top Tweeters in G5:
@chahali
@oabraar
@muktabh
@daliakhojely
@taufiq_marhaban
@caoyi_mfa
@ahmedawardigley
@radiodalsan1
@sscvoices
@fcmaca

Top Tweeters in G6:
@dwatchnews
@wj3kdz8txpfykrc
@gordonswaby
@mamachell
@brookingsinst
@ajlamesa
@paginasmexicana
@kamikazijosi
@tinojaramillo
@mrliambi

Top Tweeters in G7:
@thass283
@dcarsoncpa
@apiwenuwen
@annanperry
@neetwit
@siradilmallick
@lnwsrilanka
@renatarecreio
@jdh_harms
@divemate

Top Tweeters in G8:
@welt
@grafkaroly
@bundestag_tweet
@astrofan80
@glblctzn
@kali0x2a
@onecampaign
@elkehoppedolan
@biancalee1671
@kerstin56280068

Top Tweeters in G9:
@indiatoday
@cnnnews18
@cnn
@bbcworld
@ustadrahis
@tehseenp
@nahimii1
@hrc
@rebealanees
@bedasso_kedir

Top Tweeters in G10:
@reneevoicebrand
@tzdiscovery
@bajabiri
@ajaygolmalgobi
@partageleen
@dgomezco
@worldforworld
@jadesmi72331199
@mbolo_bot
@ictandlaw


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