worldbank, Twitter, 9/9/2021 3:17:47 PM, 261592


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worldbank_2021-09-09_05-25-33.xlsx
worldbank_2021-09-09_05-25-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 09, 2021
Short Description:
worldbank via NodeXL https://bit.ly/3BVtbup
@worldbank
@bancomundial
@alihasanain
@economistaadil
@bbcworld
@wbg_climate
@worldbankafrica
@debrits21
@lia_tadesse
@alihwarsame

Top hashtags:
#covid19
#escuelas
#bitcoin
#worldbank
#elsalvador
#imf
#climatechange
#africa

Description:
Description
The graph represents a network of 7,838 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, 09 September 2021 at 12:34 UTC.

The requested start date was Thursday, 09 September 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 4-day, 12-hour, 22-minute period from Friday, 03 September 2021 at 19:42 UTC to Wednesday, 08 September 2021 at 08:04 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 : 7838
Unique Edges : 8444
Edges With Duplicates : 33552
Total Edges : 41996
Number of Edge Types : 5
Tweet : 689
Mentions : 26747
Retweet : 4624
MentionsInRetweet : 8379
Replies to : 1557
Self-Loops : 790
Reciprocated Vertex Pair Ratio : 0.0113215924226728
Reciprocated Edge Ratio : 0.0223896978122485
Connected Components : 426
Single-Vertex Connected Components : 194
Maximum Vertices in a Connected Component : 6587
Maximum Edges in a Connected Component : 40435
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.841827
Graph Density : 0.000222493889679953
Modularity : 0.269955
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 7,838 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, 09 September 2021 at 12:34 UTC.

The requested start date was Thursday, 09 September 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 4-day, 12-hour, 22-minute period from Friday, 03 September 2021 at 19:42 UTC to Wednesday, 08 September 2021 at 08:04 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:
[31] https://documents1.worldbank.org/curated/en/993371585947965984/pdf/World-COVID-19-Strategic-Preparedness-and-Response-Project.pdf
[25] https://blogs.worldbank.org/es/latinamerica/el-escaso-acceso-digital-frena-america-latina-y-el-caribe-como-solucionar-este?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM114206?cid=SHR_BlogSiteShare_ES_EXT
[24] https://blogs.worldbank.org/es/latinamerica/el-escaso-acceso-digital-frena-america-latina-y-el-caribe-como-solucionar-este?cid=ECR_E_NewsletterWeekly_ES_EXT
[15] https://www.worldbank.org/en/events/2021/07/12/8th-south-asian-economic-policy-network-conference-the-new-services-economy
[14] https://www.worldbank.org/en/research/brief/inflation-database
[11] https://www.worldbank.org/en/country/tanzania/publication/tanzania-economic-update-how-to-transform-tourism-into-a-more-sustainable-resilient-and-inclusive-sector
[10] https://www.worldbank.org/en/events/2021/08/31/road-safety-in-nepal-campaign-launch
[10] https://www.worldbank.org/en/news/podcast/2021/08/30/-entire-economies-could-be-held-hostage-by-climate-change-the-development-podcast?cid=ECR_TT_worldbank_EN_EXT
[8] http://www.worldbank.org/en/about/careers/programs-and-internships/young-professionals-program
[8] https://twitter.com/financialjuice/status/1435274363843096582

Top URLs in Tweet in G1:
[16] https://blogs.worldbank.org/es/latinamerica/el-escaso-acceso-digital-frena-america-latina-y-el-caribe-como-solucionar-este?cid=ECR_E_NewsletterWeekly_ES_EXT
[7] https://twitter.com/financialjuice/status/1435274363843096582
[5] http://www.covid19taskforce.com/
[4] https://blogs.worldbank.org/education/massive-yet-invisible-cost-keeping-schools-closed?cid=SHR_BlogSiteShare_EN_EXT
[4] https://blogs.worldbank.org/developmenttalk/food-security-and-poverty-a-precarious-balance?cid=SHR_BlogSiteShare_EN_EXT
[3] https://www.worldbank.org/en/news/feature/2021/01/13/test-trace-treat-putting-sri-lanka-pandemic-management-mantra-into-practice?cid=ECR_TT_worldbank_EN_EXT_ChangingLives
[3] https://www.worldbank.org/en/news/podcast/2021/07/30/-absolutely-unacceptable-vaccination-rates-in-developing-countries-the-development-podcast
[3] https://twitter.com/mmodaser/status/1433488202946523136
[2] https://www.worldbank.org/en/results/2021/04/13/prioritizing-the-poorest-and-most-vulnerable-in-west-africa-togo-s-novissi-platform-for-social-protection-uses-machine-l?cid=ECR_TT_worldbank_EN_EXT
[2] https://www.worldbank.org/en/news/podcast/2021/08/30/-entire-economies-could-be-held-hostage-by-climate-change-the-development-podcast?cid=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G2:
[14] https://www.worldbank.org/en/events/2021/07/12/8th-south-asian-economic-policy-network-conference-the-new-services-economy
[10] https://www.worldbank.org/en/events/2021/08/31/road-safety-in-nepal-campaign-launch
[6] https://blogs.worldbank.org/governance/governance-age-climate-change?cid=ccg_tt_climatechange_en_ext
[6] https://www.worldbank.org/en/news/podcast/2021/08/30/-entire-economies-could-be-held-hostage-by-climate-change-the-development-podcast?cid=ECR_TT_worldbank_EN_EXT
[6] https://www.worldbank.org/ja/news/feature/2021/07/02/2021-wbg-recruit-mission?cid=ECR_TT_Tokyo_EN_EXT
[5] https://www.worldbank.org/en/topic/biodiversity/publication/unlocking-nature-smart-development?cid=ccg_tt_climatechange_en_ext
[5] https://blogs.worldbank.org/climatechange/scaling-water-reuse-why-recycling-our-wastewater-makes-sense
[5] https://blogs.worldbank.org/voices/we-need-healthier-air-healthier-planet
[5] http://www.worldbank.org/en/about/careers/programs-and-internships/young-professionals-program
[4] https://bit.ly/2WPMJRS

Top URLs in Tweet in G3:
[2] https://twitter.com/usmissionuganda/status/1433678687623426056
[2] https://www.wionews.com/south-asia/sri-lankan-navy-seize-336-kg-heroin-apprehend-7-pakistanis-411099
[2] https://www.straitstimes.com/singapore/environment/green-pulse-podcast-taking-climate-action-by-putting-a-price-on-carbon-pt-1
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)01994-2/fulltext
[2] https://english.mojahedin.org/i/iran-economy-poverty-protests-20210902
[1] https://twitter.com/pololikashvili/status/1435511481597108225
[1] https://twitter.com/HabibKhanT/status/1435335267309826053
[1] https://twitter.com/calxandr/status/1435298585168465928
[1] https://twitter.com/OmaidSharifi/status/1435265852543279104
[1] https://twitter.com/husainhaqqani/status/1435449267422994437

Top URLs in Tweet in G4:
[25] https://blogs.worldbank.org/es/latinamerica/el-escaso-acceso-digital-frena-america-latina-y-el-caribe-como-solucionar-este?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM114206?cid=SHR_BlogSiteShare_ES_EXT
[8] https://blogs.worldbank.org/es/latinamerica/el-escaso-acceso-digital-frena-america-latina-y-el-caribe-como-solucionar-este?cid=ECR_E_NewsletterWeekly_ES_EXT
[5] https://blogs.worldbank.org/es/voces/los-desafios-de-regular-el-mercado-laboral-en-los-paises-en-desarrollo?cid=ECR_E_NewsletterWeekly_ES_EXT
[4] https://blogs.worldbank.org/es/latinamerica/tres-preguntas-clave-sobre-el-impacto-de-la-pandemia-en-el-mercado-laboral-de-america?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM114206?cid=SHR_BlogSiteShare_ES_EXT
[3] https://blogs.worldbank.org/es/voices/la-recuperacion-mundial-esta-eludiendo-los-paises-mas-pobres?cid=ECR_TT_worldbank_ES_EXT
[3] https://www.worldbank.org/en/topic/indigenouspeoples
[3] https://blogs.worldbank.org/opendata/realizing-full-potential-data-transform-lives-poor-people-new-online-course-explores-role
[3] http://wrld.bg/SGo150FVehR
[3] https://blogs.worldbank.org/es/education/el-enorme-pero-invisible-costo-de-mantener-los-colegios-cerrados?cid=ECR_TT_worldbank_ES_EXT?cid=SHR_BlogSiteShare_ES_EXT
[3] https://blogs.worldbank.org/es/voces/los-desafios-de-regular-el-mercado-laboral-en-los-paises-en-desarrollo?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM114206?cid=SHR_BlogSiteShare_ES_EXT

Top URLs in Tweet in G5:
[2] https://literate.no/
[1] https://twitter.com/sunnyfernandes/status/1435457240744349698
[1] https://twitter.com/sunnyfernandes/status/1433985134751936512
[1] https://twitter.com/sunnyfernandes/status/1434017856123928583
[1] https://twitter.com/sunnyfernandes/status/1434020674679435269
[1] https://twitter.com/sunnyfernandes/status/1434094806225993731
[1] https://twitter.com/sunnyfernandes/status/1434361934086688769
[1] https://twitter.com/sunnyfernandes/status/1434366651319734274
[1] https://twitter.com/sunnyfernandes/status/1434369461012746243
[1] https://twitter.com/sunnyfernandes/status/1434515546762985472

Top URLs in Tweet in G6:
[4] https://blogs.worldbank.org/es/latinamerica/el-escaso-acceso-digital-frena-america-latina-y-el-caribe-como-solucionar-este?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM114206
[4] https://blogs.worldbank.org/comment/reply/node/59696/field_comments?cid=
[3] https://blogs.worldbank.org/latinamerica/why-ecuador-vaccinates-its-population-faster-rest-world
[3] https://blogs.worldbank.org/es/latinamerica/tres-preguntas-clave-sobre-el-impacto-de-la-pandemia-en-el-mercado-laboral-de-america?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM114206
[3] https://www.worldbank.org/en/events/2021/09/07/banking-on-clean-air-to-save-lives-how-the-world-bank-is-supporting-countries-in-tackling-air-pollution-around-the-world
[3] http://www.worldbank.org/en/about/careers/programs-and-internships/young-professionals-program
[3] https://data.worldbank.org/indicator/NY.GDP.MKTP.CD?locations=IR
[3] https://web.archive.org/web/20200905084636if_/https://wits.worldbank.org/trade/comtrade/en/country/ALL/year/2017/tradeflow/Exports/partner/WLD/nomen/h5/product/300215
[2] https://www.worldbank.org/en/events/2021/09/08/linkages-for-healthy-air-and-a-healthy-planet-reducing-air-pollution-protecting-health-and-mitigating-climate-change
[2] https://data.worldbank.org/indicator/SE.ADT.LITR.ZS?most_recent_value_desc=false

Top URLs in Tweet in G7:
[2] https://www.bbc.co.uk/news/technology-58438525

Top URLs in Tweet in G8:
[1] https://data.worldbank.org/indicator/NE.EXP.GNFS.ZS?locations=PK
[1] https://twitter.com/MIshaqDar50/status/1433795187159994369

Top URLs in Tweet in G9:
[1] https://twitter.com/nayibbukele/status/1435023474494410753
[1] https://www.nationalreview.com/2021/08/el-salvadors-road-to-currency-chaos-and-economic-collapse/
[1] https://twitter.com/Limburg3rt/status/1435300339972988929/photo/1
[1] https://twitter.com/Fxhedgers/status/1435276372864221186
[1] https://our.today/el-salvador-creates-history-as-it-makes-bitcoin-legal-tender/
[1] https://twitter.com/BTC_Archive/status/1435187811536285696
[1] https://en.wikipedia.org/wiki/Coat_of_arms_of_El_Salvador
[1] https://twitter.com/buzzman888/status/1433856688357003267
[1] https://twitter.com/BitcoinMagazine/status/1434869144395079681

Top URLs in Tweet in G10:
[1] https://twitter.com/COOTUR/status/1433426420827492356
[1] https://twitter.com/COOTUR/status/1433426413722300417
[1] https://live.worldbank.org/harnessing-technology-build-human-capital-south-asia
[1] https://live.worldbank.org/taking-transport-emissions-motorization-management-and-trade-used-vehicles
[1] https://live.worldbank.org/protecting-himalayan-glaciers
[1] https://live.worldbank.org/spreading-gains-from-trade-more-widely
[1] https://live.worldbank.org/health-financing-time-covid-19?cid=SHR_WBLiveSiteTweetable_EN_EXT

Top Domains
Top Domains in Tweet in Entire Graph:
[1092] worldbank.org
[300] twitter.com
[80] wrld.bg
[25] bit.ly
[25] youtube.com
[13] wikipedia.org
[12] archive.org
[12] zoom.us
[10] linkedin.com
[8] centralbanking.com

Top Domains in Tweet in G1:
[157] worldbank.org
[53] twitter.com
[10] wrld.bg
[5] covid19taskforce.com
[5] youtube.com
[5] google.com
[3] ft.com
[3] zoom.us
[2] globalcleanair.org
[2] scalingsolar.org

Top Domains in Tweet in G2:
[314] worldbank.org
[52] wrld.bg
[22] bit.ly
[17] twitter.com
[3] iucncongress2020.org
[3] conftool.pro
[3] unesco.org
[2] iucn.org
[2] uneca.org
[2] zoom.us

Top Domains in Tweet in G3:
[110] twitter.com
[8] youtube.com
[4] worldbank.org
[2] imf.org
[2] youtu.be
[2] wionews.com
[2] straitstimes.com
[2] thelancet.com
[2] mojahedin.org
[1] who.int

Top Domains in Tweet in G4:
[113] worldbank.org
[11] wrld.bg
[3] esginvest.co
[2] twitter.com
[1] ow.ly
[1] iwgia.org
[1] directonoticiasbolivia.com
[1] meetingsalliance.com

Top Domains in Tweet in G5:
[21] twitter.com
[2] literate.no
[1] abplive.com

Top Domains in Tweet in G6:
[134] worldbank.org
[30] twitter.com
[7] linkedin.com
[4] news.am
[3] archive.org
[2] edu.sg
[2] indiatimes.com
[2] bangladeshlivenews.com
[2] facebook.com
[1] geomatejournal.com

Top Domains in Tweet in G7:
[2] co.uk

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

Top Domains in Tweet in G9:
[6] twitter.com
[1] nationalreview.com
[1] our.today
[1] wikipedia.org

Top Domains in Tweet in G10:
[5] worldbank.org
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[310] covid19
[241] escuelas
[237] bitcoin
[191] worldbank
[162] elsalvador
[159] imf
[153] climatechange
[137] africa
[83] tanzania
[82] developmentpodcast



Top Hashtags in Tweet in G1:
[98] covid19
[34] developmentpodcast
[33] pia
[32] kabul
[31] climatechange
[30] data
[27] bitcoin
[22] cotedivoire
[18] artsakh
[18] georgia

Top Hashtags in Tweet in G2:
[121] covid19
[103] climatechange
[60] africa
[45] developmentpodcast
[44] education
[39] climate
[37] waterreuse
[37] southasia
[37] airpollution
[32] worldcleanairday

Top Hashtags in Tweet in G3:
[58] stopsponsoringouroppression
[44] weareremovingadictator
[43] freeallpoliticalprisonersuganda
[41] ugandaisbleeding
[35] blacklivesmatter
[35] standup4humanrights
[29] usa
[28] tyrantmu7
[20] worldbank
[16] imf

Top Hashtags in Tweet in G4:
[241] escuelas
[11] covid19
[7] producitividad
[7] agropecuario
[7] ecuador
[6] bancomundial
[6] transporte
[6] worldbank
[5] data
[5] racismo

Top Hashtags in Tweet in G5:
[32] pmcbankcrisis
[21] resignmodi
[2] pic4keralitearrogance
[2] pic3keralitearrogance
[2] teqip_faculties_on_delhi_street
[1] poshan

Top Hashtags in Tweet in G6:
[58] worldbank
[23] imf
[10] ito
[10] wto
[9] usa
[9] nasa
[9] ira
[8] eu
[7] federalreserve
[6] bitcoin

Top Hashtags in Tweet in G7:
[145] bitcoin
[145] elsalvador
[2] worldbank
[1] ramtime
[1] ramzeit
[1] ramstoptime
[1] raumzeit
[1] foundation
[1] billirams
[1] getanewlifeforever

Top Hashtags in Tweet in G9:
[45] bitcoin
[31] btc
[24] disarmtplf
[3] elsalvador
[2] nexo
[2] sovereignty
[2] dollarization
[1] bitcoinday
[1] otnews
[1] imf

Top Hashtags in Tweet in G10:
[2] sistersinlaw
[2] school
[1] matrix
[1] genicidal
[1] bankwupt
[1] defunded
[1] bunkwupt
[1] rococo
[1] freshofftheboat
[1] soupswap

Top Words
Top Words in Tweet in Entire Graph:
[3574] worldbank
[708] imfnews
[571] world
[469] wto
[454] bancomundial
[452] people
[431] more
[415] eu_commission
[405] whitehouse
[391] bank

Top Words in Tweet in G1:
[1237] worldbank
[121] world
[98] really
[97] #covid19
[84] help
[82] young
[81] bank
[81] climate
[79] health
[79] eudelegationtur

Top Words in Tweet in G2:
[648] worldbank
[220] more
[216] world
[209] wbg_climate
[187] countries
[154] learn
[150] global
[140] worldbankafrica
[138] development
[136] water

Top Words in Tweet in G3:
[778] worldbank
[586] imfnews
[460] wto
[404] whitehouse
[399] eu_commission
[365] emmanuelmacron
[363] nato
[362] chinascio
[358] asean
[358] ustreasury

Top Words in Tweet in G4:
[450] bancomundial
[241] #escuelas
[233] evidencia
[232] iniciativas
[232] reapertura
[232] sugiere
[232] precauciones
[232] estrategias
[232] minimizar
[87] aprendizaje

Top Words in Tweet in G5:
[143] nsitharaman
[131] worldbank
[131] geeta28696413
[110] httweets
[110] days
[84] pti_news
[84] nitiaayog
[83] rbisays
[81] _aaj_tak
[71] rbi

Top Words in Tweet in G6:
[58] #worldbank
[46] world
[32] bank
[23] #imf
[18] people
[13] air
[13] و
[12] worldbank
[11] economic
[11] data

Top Words in Tweet in G7:
[147] bbcworld
[145] once
[145] again
[145] comes
[145] terrible
[145] take
[145] #bitcoin
[145] #elsalvador
[145] citing
[145] minuscule

Top Words in Tweet in G8:
[168] before
[168] people
[168] fall
[168] look
[168] happened
[168] pakistan's
[168] exports
[168] gdp
[168] during
[168] dar

Top Words in Tweet in G9:
[111] nayibbukele
[100] worldbank
[59] statedept
[51] nexofinance
[45] #bitcoin
[45] steve_hanke
[38] imf
[37] salvador
[33] buy
[33] more

Top Words in Tweet in G10:
[18] worldbank
[4] venkatagiri_gr
[4] interpol_cyber
[4] paloaltontwks
[4] kaspersky
[4] fortinet
[4] unodc
[4] groupib_gib
[4] trendmicro
[4] bancodobrasil

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[496] imfnews,worldbank
[352] chinascio,xhnews
[351] eu_commission,nato
[351] whitehouse,deptofdefense
[350] bufan78266400,z4xi1204
[350] z4xi1204,c7sn19rm36sohow
[350] c7sn19rm36sohow,wwgoyu
[350] wwgoyu,cnewsgovhk
[350] cnewsgovhk,iranprimer
[350] iranprimer,chinascio

Top Word Pairs in Tweet in G1:
[51] young,professionals
[50] world,bank
[47] climate,change
[44] worldbank,really
[39] official_pia,worldbank
[39] one,mind
[39] mind,blowing
[39] blowing,things
[39] things,discovered
[39] discovered,whilst

Top Word Pairs in Tweet in G2:
[116] young,professionals
[89] world,bank
[79] climate,change
[72] learn,more
[69] interested,career
[66] bank,group
[66] professionals,program
[58] group,young
[55] primary,school
[52] school,children

Top Word Pairs in Tweet in G3:
[464] imfnews,worldbank
[352] chinascio,xhnews
[351] eu_commission,nato
[351] whitehouse,deptofdefense
[350] bufan78266400,z4xi1204
[350] z4xi1204,c7sn19rm36sohow
[350] c7sn19rm36sohow,wwgoyu
[350] wwgoyu,cnewsgovhk
[350] cnewsgovhk,iranprimer
[350] iranprimer,chinascio

Top Word Pairs in Tweet in G4:
[232] evidencia,iniciativas
[232] iniciativas,reapertura
[232] reapertura,#escuelas
[232] #escuelas,sugiere
[232] sugiere,precauciones
[232] precauciones,estrategias
[232] estrategias,minimizar
[231] bancomundial,evidencia
[85] capital,humano
[83] restablecimiento,capital

Top Word Pairs in Tweet in G5:
[77] httweets,rbisays
[77] rbisays,nitiaayog
[77] nitiaayog,pti_news
[77] pti_news,worldbank
[77] worldbank,nsitharaman
[77] nsitharaman,_aaj_tak
[75] geeta28696413,httweets
[63] pmc,bank
[62] _aaj_tak,republic_bharat
[53] bank,depositers

Top Word Pairs in Tweet in G6:
[30] world,bank
[9] people,being
[6] air,pollution
[6] #nasa,#bma
[6] #bma,#nhs
[6] #nhs,#who
[6] #who,#maudsleyhospital
[6] #maudsleyhospital,#kingscollegelondon
[6] #kingscollegelondon,#worldbank
[6] #worldbank,#ito

Top Word Pairs in Tweet in G7:
[145] once,again
[145] again,bbcworld
[145] bbcworld,comes
[145] comes,terrible
[145] terrible,take
[145] take,#bitcoin
[145] #bitcoin,#elsalvador
[145] #elsalvador,citing
[145] citing,minuscule
[145] minuscule,protests

Top Word Pairs in Tweet in G8:
[168] before,people
[168] people,fall
[168] fall,look
[168] look,happened
[168] happened,pakistan's
[168] pakistan's,exports
[168] exports,gdp
[168] gdp,during
[168] during,dar
[168] dar,years

Top Word Pairs in Tweet in G9:
[48] nayibbukele,worldbank
[34] worldbank,imf
[31] buy,more
[29] welcome,#bitcoin
[29] #bitcoin,salvador
[29] salvador,know
[29] know,borrow
[29] borrow,50
[29] 50,#btc
[29] #btc,value

Top Word Pairs in Tweet in G10:
[4] venkatagiri_gr,interpol_cyber
[4] interpol_cyber,paloaltontwks
[4] paloaltontwks,kaspersky
[4] kaspersky,fortinet
[4] fortinet,unodc
[4] unodc,groupib_gib
[4] groupib_gib,trendmicro
[4] trendmicro,bancodobrasil
[3] worldbank,thanks
[3] dss,worldbank

Top Replied-To
Top Replied-To in Entire Graph:
@bufan78266400
@worldbank
@un
@imfnews
@adam_tooze
@narendramodi
@elerianm
@financialjuice
@nexofinance
@steve_hanke

Top Replied-To in G1:
@worldbank
@adam_tooze
@elerianm
@everine69
@blogger
@official_pia
@raffielliott
@eudelegationtur
@africanistpress
@alanbeattie

Top Replied-To in G2:
@worldbank
@worldbankafrica
@wbg_environment
@chrisjelias
@andersen_inger
@wbg_climate
@thegef
@mari_pangestu
@wbg_education
@stefanodecupis

Top Replied-To in G3:
@bufan78266400
@imfnews
@worldbank
@un
@usmissionuganda
@un_spokesperson
@fatfnews
@drtedros
@godslov96028706
@antonioguterres

Top Replied-To in G4:
@worldbankdata

Top Replied-To in G5:
@narendramodi
@geeta28696413
@sunnyfernandes
@maheshm49096467
@samsungindia
@manojoberoi3
@impact4poshan
@meenasippy3
@mamtamurthi
@vipul1997vipul

Top Replied-To in G7:
@tee_marve

Top Replied-To in G9:
@nexofinance
@steve_hanke
@aakravetz
@richardsalas17
@golfwinch
@pawnofcrypto
@aridavidpaul
@wasinattendanc1
@heidinosnikta
@crtuno

Top Replied-To in G10:
@mamtamurthi
@venkatagiri_gr
@miss_matagu
@oocdexter
@gillianmckeith
@roche
@matthewdmarsden
@adpcnet
@yale
@mattzap

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@imfnews
@un
@who
@wto
@bancomundial
@eu_commission
@whitehouse
@ustreasury
@emmanuelmacron

Top Mentioned in G1:
@worldbank
@eudelegationtur
@imfnews
@adam_tooze
@ft
@official_pia
@iaboyeji
@raffielliott
@davidfatunmbi
@davidmalpasswbg

Top Mentioned in G2:
@worldbank
@wbg_climate
@worldbankafrica
@worldbankwater
@ifc_org
@wbg_education
@wbg_environment
@worldbankkenya
@wbg_ida
@unicef

Top Mentioned in G3:
@worldbank
@imfnews
@who
@wto
@un
@whitehouse
@eu_commission
@emmanuelmacron
@nato
@asean

Top Mentioned in G4:
@bancomundial
@bancomundiallac
@worldbankdata
@dmckenzie001
@worldbank
@wbpubs
@colombiacompite
@salvadorvang
@who
@nohivo

Top Mentioned in G5:
@worldbank
@nsitharaman
@geeta28696413
@httweets
@pti_news
@nitiaayog
@rbisays
@_aaj_tak
@republic_bharat
@rbi

Top Mentioned in G6:
@codealtos
@diyana_mohammad

Top Mentioned in G7:
@bbcworld
@bencaselin
@worldbank
@sarahbosha
@jntonto
@gonlogistics1
@lynnestactia
@worldhopeorg
@worldremit
@econetzimbabwe

Top Mentioned in G8:
@alihasanain

Top Mentioned in G9:
@nayibbukele
@worldbank
@statedept
@imf
@nexofinance
@steve_hanke
@irelanddefend
@mxgxw_alpha
@kgeorgieva
@ustreasury

Top Mentioned in G10:
@worldbank
@interpol_cyber
@paloaltontwks
@kaspersky
@fortinet
@unodc
@groupib_gib
@trendmicro
@bancodobrasil
@mbuhari

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@kompascom
@cybersec_feeds
@peter_s_becks1
@femtech_
@united
@geoffrey_payne
@faby_nava77
@meruemgi
@derekjohnbryant

Top Tweeters in G1:
@threadreaderapp
@meruemgi
@derekjohnbryant
@dev_discourse
@eraser
@al_maldives
@yojora
@humbertozamorar
@pourqoispas
@carlaobot

Top Tweeters in G2:
@cybersec_feeds
@femtech_
@geoffrey_payne
@john1966olsen
@protestmusica
@lalojimjuarez
@sustaintrends
@africaupdates
@dudeneyn
@olumideidowu

Top Tweeters in G3:
@ndtv
@reuters
@timesnow
@business
@guardian
@googleexpertuk
@railminindia
@indiatvnews
@jfsebastian146
@globeandmail

Top Tweeters in G4:
@faby_nava77
@mariaeu13
@raumunz
@reporteni
@ledamejia21
@anamariaifran
@bertozzistella
@net2ayurveda
@frattigiovanni
@yoni3556_luis

Top Tweeters in G5:
@httweets
@indiatoday
@cnnnews18
@indianexpress
@timesofindia
@aajtak
@zeerajasthan_
@mathrubhumi
@abpnews
@samsungindia

Top Tweeters in G6:
@alekzzzzz
@peru_noticias
@kargadan
@saeedbaygi
@khalidkarim
@jagonews24
@invgurind
@approvedamerica
@trundlelinb
@scumezza

Top Tweeters in G7:
@bbcworld
@lynnestactia
@digitaltrends
@sabvbaumgard
@mehtherium
@anaknyapabudi
@ggukiebaby7
@mnjhh_luckyy13_
@ractifyyriego
@fckdbluebird

Top Tweeters in G8:
@badmashinamanum
@rana_okarapti
@ayaz_khan007
@rehanahmed_92
@ambreenpti1
@afridifan_mufc
@sajidhassanpti
@rizwankenobi_
@aakbar84
@naeembaig01

Top Tweeters in G9:
@mhmanura
@fromagefrait
@hiteshgngr18
@bhartiyagarvit
@treacl
@kyoshiro7904
@gstsion
@martinaudley
@nayibbukele
@statedept

Top Tweeters in G10:
@omojuwa
@nbcnews
@bancodobrasil
@bt_uk
@thatsylvia_
@cnnpolitics
@miss_matagu
@victorisrael_
@budgitng
@nasa