worldbank, Twitter, 3/26/2020 10:03:35 PM, 223787


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worldbank_2020-03-26_03-33-14.xlsx
worldbank_2020-03-26_03-33-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 26, 2020
Short Description:
worldbank via NodeXL https://bit.ly/2Jiw8vP
@worldbank
@muglikar_
@davidmalpasswbg
@imfnews
@worldbankafrica
@bancomundial
@denis_aunga
@wbg_education
@who
@kgeorgieva

Top hashtags:
#covid19
#somalia
#coronavirus
#g20
#worldbank
#defeatdiseasetogether
#education

Description:
Description
The graph represents a network of 5,523 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, 26 March 2020 at 10:34 UTC.

The requested start date was Thursday, 26 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 18-hour, 39-minute period from Tuesday, 24 March 2020 at 05:21 UTC to Thursday, 26 March 2020 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 : 5523
Unique Edges : 9479
Edges With Duplicates : 8143
Total Edges : 17622
Number of Edge Types : 4
MentionsInRetweet : 6498
Mentions : 9884
Replies to : 907
Tweet : 333
Self-Loops : 333
Reciprocated Vertex Pair Ratio : 0.0140444281255737
Reciprocated Edge Ratio : 0.0276998280076039
Connected Components : 220
Single-Vertex Connected Components : 107
Maximum Vertices in a Connected Component : 4879
Maximum Edges in a Connected Component : 16935
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.359178
Graph Density : 0.000362220402212525
Modularity : 0.493908
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 5,523 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, 26 March 2020 at 10:34 UTC.

The requested start date was Thursday, 26 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 18-hour, 39-minute period from Tuesday, 24 March 2020 at 05:21 UTC to Thursday, 26 March 2020 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:
[24] https://www.worldbank.org/en/news/speech/2020/03/23/remarks-by-world-bank-group-president-david-malpass-on-g20-finance-ministers-conference-call-on-covid-19?cid=ECR_TT_worldbank_EN_EXT
[18] https://www.bloomberg.com/news/articles/2020-03-24/kenya-seeks-more-than-1-billion-from-imf-world-bank-amid-virus?utm_source=twitter&&utm_content=africa&&cmpid%3D=socialflow-twitter-africa&&utm_campaign=socialflow-organic&&utm_medium=social&&sref=hfUBWnWz
[14] http://ida.worldbank.org/about/borrowing-countries
[12] https://www.worldbank.org/en/news/speech/2020/03/23/remarks-by-world-bank-group-president-david-malpass-on-g20-finance-ministers-conference-call-on-covid-19
[11] https://blogs.worldbank.org/fr/opendata/point-commun-entre-les-pays-les-plus-pauvres-du-monde?cid=ecr_tt_worldbank_fr_ext
[10] https://www.worldbank.org/en/news/speech/2020/03/23/remarks-by-world-bank-group-president-david-malpass-on-g20-finance-ministers-conference-call-on-covid-19?cid=SHR_SitesShareTT_EN_EXT
[9] 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
[8] https://www.worldbank.org/en/news/press-release/2020/03/25/somalia-to-receive-debt-relief-under-the-enhanced-hipc-initiative
[8] https://blogs.worldbank.org/voices/coronavirus-and-pangolin-effect-increased-exposure-wildlife-poses-health-biosafety-and
[8] https://www.christenseninstitute.org/blog/the-world-banks-12b-covid-19-fund-can-have-lasting-impact-heres-how/

Top URLs in Tweet in G1:
[18] https://www.bloomberg.com/news/articles/2020-03-24/kenya-seeks-more-than-1-billion-from-imf-world-bank-amid-virus?utm_source=twitter&&utm_content=africa&&cmpid%3D=socialflow-twitter-africa&&utm_campaign=socialflow-organic&&utm_medium=social&&sref=hfUBWnWz
[10] http://ida.worldbank.org/about/borrowing-countries
[8] https://www.christenseninstitute.org/blog/the-world-banks-12b-covid-19-fund-can-have-lasting-impact-heres-how/
[5] https://www.worldbank.org/en/news/speech/2020/03/23/remarks-by-world-bank-group-president-david-malpass-on-g20-finance-ministers-conference-call-on-covid-19?cid=ECR_TT_worldbank_EN_EXT
[5] https://www.imf.org/en/News/Articles/2020/03/25/pr20103-joint-statement-world-bank-group-and-imf-call-to-action-on-debt-of-ida-countries
[5] https://www.worldbank.org/en/news/press-release/2020/03/25/somalia-to-receive-debt-relief-under-the-enhanced-hipc-initiative?cid=SHR_SitesShareTT_EN_EXT
[4] https://www.imf.org/en/News/Articles/2020/03/25/pr20104-somalia-somalia-to-receive-debt-relief-under-the-enhanced-hipc-initiative
[4] https://www.worldbank.org/en/news/press-release/2020/03/25/somalia-to-receive-debt-relief-under-the-enhanced-hipc-initiative
[4] https://www.worldbank.org/en/news/speech/2020/03/23/remarks-by-world-bank-group-president-david-malpass-on-g20-finance-ministers-conference-call-on-covid-19?cid=SHR_SitesShareTT_EN_EXT
[4] https://www.rich.co.ke/media/docs/014NSX2203.pdf

Top URLs in Tweet in G2:
[11] https://blogs.worldbank.org/fr/opendata/point-commun-entre-les-pays-les-plus-pauvres-du-monde?cid=ecr_tt_worldbank_fr_ext
[9] https://www.worldbank.org/en/news/speech/2020/03/23/remarks-by-world-bank-group-president-david-malpass-on-g20-finance-ministers-conference-call-on-covid-19?cid=ECR_TT_worldbank_EN_EXT
[6] https://blogs.worldbank.org/fr/arabvoices/creating-opportunities-egyptian-women-own-homes
[5] http://wrld.bg/dfJr30qrMyl
[5] https://www.worldbank.org/en/news/speech/2020/03/23/remarks-by-world-bank-group-president-david-malpass-on-g20-finance-ministers-conference-call-on-covid-19?cid=SHR_SitesShareTT_EN_EXT
[4] http://wrld.bg/xIs330qrMxU
[4] http://wrld.bg/i7zY30qqPHN
[3] https://www.worldbank.org/en/news/press-release/2020/03/17/world-bank-group-increases-covid-19-response-to-14-billion-to-help-sustain-economies-protect-jobs?cid=ECR_TT_worldbank_EN_EXT
[2] https://blogs.worldbank.org/es/latinamerica/america-latina-esta-lista-para-trabajar-desde-casa?cid=ECR_TT_worldbank_ES_EXT
[2] https://blogs.worldbank.org/es/voces/invertir-en-sistemas-alimentarios-sanos-para-un-mundo-mas-seguro?cid=ECR_TT_worldbank_ES_EXT?cid=SHR_BlogSiteShare_ES_EXT

Top URLs in Tweet in G3:
[2] http://pubdocs.worldbank.org/en/119961516647620597/PEF-Operational-Brief-Dec-2017.pdf
[2] http://pubdocs.worldbank.org/en/168391509719305386/PEF-Operations-Manual-September-13-2017.pdf
[2] https://zoom.us/webinar/register/WN_uSJ2G8Z5Qtyw1K1wPnaPwA
[2] https://zoom.us/webinar/register/WN_6xxjRqo9RbahFeGZc8q6ow
[1] https://www.gavi.org/news/media-room/gavi-board-calls-bold-engagement-respond-covid-19
[1] http://Heather.rest
[1] https://www.facebook.com/100005513857637/posts/1272917992901984/?d=n
[1] https://news.un.org/en/story/2020/03/1060142
[1] https://twitter.com/sunnyfernandes/status/1242660723240472576
[1] https://twitter.com/sunnyfernandes/status/1242816313937940480

Top URLs in Tweet in G4:
[1] https://twitter.com/dramadhikari/status/1242466128036651011

Top URLs in Tweet in G5:
[1] https://blogs.worldbank.org/voices/coronavirus-covid-19-pangolin-effect-increased-exposure-wildlife-poses-health-biosafety-global-security-risks?cid=ECR_TT_worldbank_EN_EXT
[1] https://bfaglobal.com/insight-type/blogs/digital-financial-transfers-can-supercharge-the-response-to-covid-19/
[1] 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
[1] https://www.pulselive.co.ke/news/police-lob-teargas-at-traders-ignoring-social-distancing-rules-in-makongeni-thika/erlhm28
[1] https://twitter.com/NationBreaking/status/1242376106117943296
[1] https://www.worldbank.org/en/news/press-release/2020/02/18/new-road-safety-observatory-to-fight-road-fatalities-and-injuries-in-asia-pacific-region-with-better-crash-data
[1] https://www.lowyinstitute.org/the-interpreter/aid-links-coronavirus-and-developing-world
[1] https://twitter.com/NorbertElekes/status/1242468056770674688?s=19
[1] https://twitter.com/KmpdcOfficial/status/1242489859874467842?s=20
[1] https://twitter.com/BemaAsare_/status/1242428409076203521?s=19

Top URLs in Tweet in G6:
[3] https://blogs.worldbank.org/africacan/do-sub-saharan-african-countries-need-home-grown-tax-system
[3] https://twitter.com/WorldBank/status/1234948639337910274
[2] https://blogs.worldbank.org/africacan/how-lesotho-one-worlds-most-unequal-countries-became-lot-more-equal?cid=pov_tt_poverty_en_ext
[2] https://blogs.worldbank.org/sustainablecities/home-sane-home
[2] https://blogs.worldbank.org/voices/coronavirus-covid-19-pangolin-effect-increased-exposure-wildlife-poses-health-biosafety-global-security-risks
[2] https://blogs.worldbank.org/voices/coronavirus-and-pangolin-effect-increased-exposure-wildlife-poses-health-biosafety-and
[1] http://wrld.bg/AhPd50y5Vxg
[1] http://wrld.bg/rQQz50xLRay
[1] http://wrld.bg/hEgb50yIXcX
[1] https://www.worldbank.org/en/news/press-release/2020/03/25/somalia-to-receive-debt-relief-under-the-enhanced-hipc-initiative?cid=afr_tt_wbafrica_fr_ext

Top URLs in Tweet in G7:
[2] https://www.environewsnigeria.com/departing-newmap-may-transform-into-govt-agency/
[1] https://twitter.com/mohammed222022/status/1242190233485152257

Top URLs in Tweet in G8:
[1] https://data.worldbank.org/indicator/TX.VAL.TECH.CD

Top URLs in Tweet in G9:
[2] https://blogs.worldbank.org/voices/we-cannot-travel-we-can-take-measures-preserve-jobs-tourism-industry-covid-19-coronavirus/?cid=EXT_WBBlogTweetableShare_D_EXT
[2] https://twitter.com/WorldBank_IEG/status/1242099269382832128
[2] http://ieg.worldbank.org/sites/default/files/Data/reports/avian_flu1.pdf
[2] https://twitter.com/NationBreaking/status/1242376106117943296
[1] https://twitter.com/DeliaFerreira/status/1242843729020571649
[1] http://wrld.bg/qHlr50yr2fQ?cid=lac_tt_wblac_es_ext
[1] https://www.worldbank.org/en/news/factsheet/2020/02/11/how-the-world-bank-group-is-helping-countries-with-covid-19-coronavirus
[1] https://blogs.worldbank.org/sustainablecities/home-sane-home
[1] http://wrld.bg/WhIx50yP6gl
[1] http://wrld.bg/TSf550xWwFk?cid=afr_tt_kenya_en_ext

Top URLs in Tweet in G10:
[6] http://wrld.bg/YHUd30qmhJu
[2] https://www.fiinews.com/2020/03/25/ficci-assocham-welcome-govts-tax-relief-measures/
[1] http://www.worldbank.org/wastetoresource?CID=WAT_TT_Water_EN_EXT
[1] http://wrld.bg/Pa1L30qpp3x
[1] https://blogs.worldbank.org/ar/voices/m-tfshy-fyrws-kwrwna-kyf-nhafz-ly-alwzayf-fy-qta-alsyaht?cid=ecr_tt_worldbank_ar_ext
[1] https://blogs.worldbank.org/ar/opendata/many-homes-low-and-lower-middle-income-countries-lack-basic-handwashing-facilities?cid=ECR_TT_worldbank_AR_EXT
[1] https://blogs.worldbank.org/ar/arabvoices/mena-blue-program-our-collective-response-saving-menas-coasts?cid=ecr_tt_worldbank_ar_ext
[1] https://blogs.worldbank.org/ar/voices/coronavirus-covid-19-pangolin-effect-increased-exposure-wildlife-poses-health-biosafety-global-security-risks?cid=ecr_tt_worldbank_ar_ext
[1] https://blogs.worldbank.org/ar/voices/mnzlna-almlaym?cid=ecr_tt_worldbank_ar_ext
[1] https://blogs.worldbank.org/ar/voices/march-21-2020-end-week-update-focus-covid-19?cid=ECR_TT_worldbank_AR_EXT

Top Domains
Top Domains in Tweet in Entire Graph:
[479] worldbank.org
[157] twitter.com
[92] wrld.bg
[19] bloomberg.com
[13] imf.org
[11] linkedin.com
[8] bit.ly
[8] reuters.com
[8] fiinews.com
[8] christenseninstitute.org

Top Domains in Tweet in G1:
[120] worldbank.org
[33] twitter.com
[19] wrld.bg
[18] bloomberg.com
[10] imf.org
[8] christenseninstitute.org
[5] bit.ly
[4] co.ke
[2] linkedin.com
[2] zoom.us

Top Domains in Tweet in G2:
[111] worldbank.org
[45] wrld.bg
[10] twitter.com
[2] linkedin.com
[2] cgdev.org
[2] blogspot.com
[2] reuters.com
[1] ow.ly
[1] imf.org
[1] bit.ly

Top Domains in Tweet in G3:
[23] twitter.com
[6] worldbank.org
[4] zoom.us
[1] gavi.org
[1] heather.rest
[1] facebook.com
[1] un.org
[1] aiib.org
[1] thehill.com
[1] utoronto.ca

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

Top Domains in Tweet in G5:
[7] twitter.com
[3] worldbank.org
[1] bfaglobal.com
[1] co.ke
[1] lowyinstitute.org
[1] who.int

Top Domains in Tweet in G6:
[16] worldbank.org
[8] wrld.bg
[6] twitter.com
[1] ow.ly
[1] elpais.com
[1] co.uk
[1] bmj.com

Top Domains in Tweet in G7:
[2] environewsnigeria.com
[1] twitter.com

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

Top Domains in Tweet in G9:
[9] twitter.com
[6] worldbank.org
[3] wrld.bg
[2] bit.ly
[1] co.ke

Top Domains in Tweet in G10:
[8] worldbank.org
[8] fiinews.com
[7] wrld.bg
[1] marutitech.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[493] covid19
[193] somalia
[166] coronavirus
[145] g20
[75] worldbank
[67] defeatdiseasetogether
[58] education
[52] hantavirus
[40] covid_19
[39] pmcbankcrisis



Top Hashtags in Tweet in G1:
[164] somalia
[131] covid19
[76] g20
[67] defeatdiseasetogether
[40] education
[32] zoonotic
[31] coronavirus
[16] wastewater
[15] hipc
[14] news

Top Hashtags in Tweet in G2:
[212] covid19
[84] coronavirus
[49] g20
[22] turismo
[18] covid_19
[18] somalia
[17] covidー19
[12] pandemic
[9] education
[7] hipc

Top Hashtags in Tweet in G3:
[39] pmcbankcrisis
[30] pmcbankscam
[17] covid19
[16] hantavirus
[15] coronavirusindia
[13] ecd
[10] webinar
[8] vaccine
[7] china
[6] g20

Top Hashtags in Tweet in G5:
[6] covid19
[6] world
[6] objectivity
[3] lockdownkenya
[3] g20
[3] covid_19
[2] coronaviruskenya
[2] aid
[2] coronavirus
[1] uhurukenyatta

Top Hashtags in Tweet in G6:
[32] covid19
[17] africa
[16] wildlife
[15] coronavirus
[13] lesotho
[13] endenergypoverty
[11] tanzania
[6] covid
[6] dyk
[6] solar

Top Hashtags in Tweet in G7:
[2] sftas
[2] lockdownnow
[2] stayathome
[1] covid2019
[1] finminnigeria
[1] socialdistancing

Top Hashtags in Tweet in G9:
[11] covid19
[6] evaluation
[4] coronavirus
[3] covid_19
[2] g20
[2] privatesector
[2] africa
[2] kenya
[2] eval
[2] hiv

Top Hashtags in Tweet in G10:
[25] فيروس_كورونا
[10] وظيفة
[10] السياحة
[9] waste2resource
[8] worldwaterday
[7] wastewater
[6] covid19
[6] watersolutions
[3] كوفيد_19
[2] handhygiene

Top Words
Top Words in Tweet in Entire Graph:
[2992] Words in Sentiment List#1: Positive
[3772] Words in Sentiment List#2: Negative
[15] Words in Sentiment List#3: Angry/Violent
[116852] Non-categorized Words
[123616] Total Words
[2902] worldbank
[891] imfnews
[878] world
[772] countries
[756] debt

Top Words in Tweet in G1:
[1446] worldbank
[607] imfnews
[567] debt
[482] countries
[454] poorest
[407] world
[402] imf
[366] suspend
[313] call
[305] payments

Top Words in Tweet in G2:
[353] worldbank
[344] davidmalpasswbg
[284] world
[227] bank
[212] #covid19
[206] covid
[202] measures
[200] structural
[195] adjustment
[194] condition

Top Words in Tweet in G3:
[152] worldbank
[124] pmoindia
[121] rbi
[113] nsitharaman
[106] narendramodi
[105] finminindia
[80] fayedsouza
[80] abpnews
[80] mumbaimirror
[71] sunnyfernandes

Top Words in Tweet in G4:
[304] muglikar_
[279] package
[276] crore
[272] announcing
[272] inr
[272] houses
[271] pfft
[271] 1lac
[271] covid
[271] build

Top Words in Tweet in G5:
[185] worldbank
[179] denis_aunga
[157] 500
[94] pay
[89] quarantine
[84] cost
[80] comes
[79] whoever
[78] abroad
[78] forced

Top Words in Tweet in G6:
[99] worldbankafrica
[76] worldbank
[49] key
[49] social
[46] fiscal
[46] years
[45] news
[45] implementing
[45] political
[45] economic

Top Words in Tweet in G7:
[160] worldbank
[141] rebeccakadagaug
[139] afdb_group
[134] dfcugroup
[134] bou_official
[129] parliament_ug
[129] norfund_
[125] jdmugerwa
[123] imfnews
[123] arise_sa

Top Words in Tweet in G8:
[118] объем
[118] высокотехнологичного
[118] экспорта
[118] в
[118] год
[118] млрд
[118] китай
[118] 654
[118] германия
[118] 210

Top Words in Tweet in G9:
[40] worldbank
[17] worldbankkenya
[11] help
[11] #covid19
[9] lauritalonso
[9] global
[9] bancomundiallac
[8] anticorruption
[8] acceso
[8] datos

Top Words in Tweet in G10:
[41] worldbankwater
[35] wastewater
[31] في
[28] treatment
[27] reuse
[26] water
[25] #فيروس_كورونا
[23] worldbank
[23] albankaldawli
[19] من

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[489] poorest,countries
[456] suspend,debt
[385] world,bank
[381] imf,worldbank
[365] debt,payments
[358] world,poorest
[339] official,bilateral
[337] bilateral,creditors
[336] creditors,suspend
[305] call,official

Top Word Pairs in Tweet in G1:
[384] poorest,countries
[366] suspend,debt
[356] imf,worldbank
[329] world,poorest
[305] debt,payments
[291] call,official
[291] official,bilateral
[291] bilateral,creditors
[291] creditors,suspend
[261] worldbank,call

Top Word Pairs in Tweet in G2:
[226] world,bank
[195] structural,adjustment
[191] bank,covid
[190] fucking,hell
[190] hell,davidmalpasswbg
[190] davidmalpasswbg,honestly
[190] honestly,pushing
[190] pushing,structural
[190] adjustment,measures
[190] measures,condition

Top Word Pairs in Tweet in G3:
[91] finminindia,nsitharaman
[85] rbi,finminindia
[83] narendramodi,pmoindia
[80] pmoindia,rbi
[80] nsitharaman,fayedsouza
[80] abpnews,mumbaimirror
[71] sunnyfernandes,narendramodi
[52] mumbaimirror,mirrornow
[50] fayedsouza,abpnews
[30] fayedsouza,#pmcbankcrisis

Top Word Pairs in Tweet in G4:
[272] announcing,package
[271] pfft,announcing
[271] package,inr
[271] inr,1lac
[271] 1lac,crore
[271] crore,covid
[271] covid,build
[271] build,houses
[271] houses,make
[271] make,direct

Top Word Pairs in Tweet in G5:
[86] denis_aunga,worldbank
[78] whoever,comes
[78] comes,abroad
[78] abroad,forced
[78] forced,quarantine
[78] quarantine,cost
[78] cost,room
[78] room,sh12
[78] sh12,500
[78] 500,pay

Top Word Pairs in Tweet in G6:
[45] implementing,key
[45] key,political
[45] political,fiscal
[45] fiscal,economic
[45] economic,social
[45] social,reforms
[45] reforms,past
[45] past,several
[45] several,years
[44] breaking,news

Top Word Pairs in Tweet in G7:
[134] afdb_group,rebeccakadagaug
[129] worldbank,parliament_ug
[129] dfcugroup,norfund_
[123] bou_official,arise_sa
[123] arise_sa,afdb_group
[123] rebeccakadagaug,tullowoilplc
[118] parliament_ug,imfnews
[116] dfkm1970,dfcugroup
[114] imfnews,jdmugerwa
[107] jdmugerwa,dfkm1970

Top Word Pairs in Tweet in G8:
[118] объем,высокотехнологичного
[118] высокотехнологичного,экспорта
[118] экспорта,в
[118] в,год
[118] год,млрд
[118] млрд,китай
[118] китай,654
[118] 654,германия
[118] германия,210
[118] 210,южная

Top Word Pairs in Tweet in G9:
[7] acuerdo,acceso
[7] acceso,información
[7] información,datos
[7] datos,abiertos
[7] abiertos,saber
[7] saber,nivel
[7] nivel,global
[7] global,precios
[7] precios,referencia
[7] worldbankkenya,worldbank

Top Word Pairs in Tweet in G10:
[28] wastewater,treatment
[27] treatment,reuse
[25] worldbankwater,wastewater
[15] reuse,yield
[15] yield,environmental
[15] environmental,protection
[15] protection,economic
[15] economic,gains
[15] gains,social
[15] social,benefits

Top Replied-To
Top Replied-To in Entire Graph:
@anmakubuya
@worldbank
@_jennifermiel
@denis_aunga
@muglikar_
@ziloopi
@kfeyyazz
@imfnews
@blackan101
@njokweni11

Top Replied-To in G1:
@worldbank
@imfnews
@drbeileh
@albertobernalle
@chinmay_2001
@alykhansatchu
@citizentvkenya
@norwayinsomalia
@honfranklinbett
@altugdayi

Top Replied-To in G2:
@casarosada
@axelvt_wb
@worldbank
@davidmalpasswbg
@rcosefin
@kgeorgieva
@cintiasenn
@ifc_org
@lagartoliberal
@potus

Top Replied-To in G3:
@narendramodi
@sunnyfernandes
@un
@pmoindia
@rbi
@wef
@scpatodia
@mrbhardwajji
@who
@undp_uzbekistan

Top Replied-To in G4:
@muglikar_
@secularepublic
@lwolf303

Top Replied-To in G5:
@denis_aunga
@ziloopi
@arapmolo
@gk172479037
@caster_j
@mwanainchi1
@echogre48899806
@itsadetita
@robertalai
@fuhevatrendy

Top Replied-To in G6:
@johnnjenga
@worldbank
@njorogep
@macky_sall
@johnescanlon
@un
@cenbank
@eaynofficial
@1mutie
@democracy2dayy

Top Replied-To in G7:
@anmakubuya
@tomvermolen
@andsafeguards
@frankmuonemeh
@fatiattah
@aedcelectricity
@newrumania
@kgeorgieva
@mile12marketngr
@visualdata9

Top Replied-To in G9:
@lauritalonso
@worldbank
@kelinkenya
@kgeorgieva
@oea_oficial
@tikimuta
@bryanyusuf
@hakingo
@statehousekenya
@jose_orellana_g

Top Replied-To in G10:
@wssccouncil

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@imfnews
@davidmalpasswbg
@muglikar_
@who
@un
@justinsandefur
@denis_aunga
@afdb_group
@rebeccakadagaug

Top Mentioned in G1:
@worldbank
@imfnews
@glblctzn
@hassanakhaire
@drbeileh
@somalipm
@andersen_inger
@harunmaruf
@markets
@alykhansatchu

Top Mentioned in G2:
@davidmalpasswbg
@worldbank
@justinsandefur
@bancomundial
@kgeorgieva
@axelvt_wb
@ifc_org
@alferdez
@ceylap_wbg
@wbg_cities

Top Mentioned in G3:
@worldbank
@pmoindia
@rbi
@nsitharaman
@finminindia
@narendramodi
@who
@fayedsouza
@abpnews
@mumbaimirror

Top Mentioned in G4:
@muglikar_
@worldbank
@arunshome
@dramadhikari
@onetiponehand_
@narendramodi
@secularepublic
@buklamai
@paragshah1972
@sriram20

Top Mentioned in G5:
@worldbank
@denis_aunga
@un
@echogre48899806
@who
@gk172479037
@ziloopi
@arapmolo
@statehousekenya
@fuhevatrendy

Top Mentioned in G6:
@worldbankafrica
@worldbank
@_danielmira
@johnnjenga
@wbtanzania
@imfnews
@wbg_climate
@wbg_energy
@ipbes
@africanparks

Top Mentioned in G7:
@worldbank
@rebeccakadagaug
@afdb_group
@dfcugroup
@bou_official
@parliament_ug
@norfund_
@jdmugerwa
@imfnews
@arise_sa

Top Mentioned in G8:
@alyonapopova

Top Mentioned in G9:
@worldbank
@worldbankkenya
@bancomundiallac
@anticorruption
@lauritalonso
@cbkkenya
@el_bid
@imfnews
@globalfund
@ipdet_community

Top Mentioned in G10:
@worldbankwater
@worldbank
@albankaldawli
@jenni
@credainational
@indiabuilders
@indiaeximbank
@indiajapanforum
@tradegovukevent
@makeinindia

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@jornalistavitor
@filafresh
@abbtakk
@hassan_k82
@independent
@revolution_fr
@g7tc
@parthpa07241800
@threadreaderapp

Top Tweeters in G1:
@filafresh
@hassan_k82
@revolution_fr
@raumunz
@citizentvkenya
@penndragonart
@al_maldives
@lawgirl318
@cnnindonesia
@citi973

Top Tweeters in G2:
@jornalistavitor
@waweru
@slimchick1900
@jot_au
@sherbah46958042
@mariastsehai
@ngourd
@waseemqadiri
@rubenmarzialet1
@nomoreslaves

Top Tweeters in G3:
@cnbctv18live
@thehill
@ndtv
@httweets
@indianexpress
@guardian
@timesofindia
@theofficialsbi
@etnowlive
@foxnews

Top Tweeters in G4:
@parthpa07241800
@n2r3ndr2
@vinodshadija
@vinirish
@ksmsundaram1975
@indiantweeter
@ashishtrpathi1
@mavericklg
@rohithiware
@kunthavi5

Top Tweeters in G5:
@dailynation
@annamoor1995
@standardkenya
@ndukuwambua
@lugwaja
@mwangp01
@robertalai
@dauhreen
@solomonkarori2
@solo_ambuku

Top Tweeters in G6:
@independent
@cybersec_feeds
@el_pais
@mobilepunch
@segalink
@jonathanotcher1
@gtbank_help
@gregorxsii
@standardbankza
@fbn_help

Top Tweeters in G7:
@financialtimes
@premiumtimesng
@nbstv
@ntvuganda
@toluogunlesi
@thecableng
@aedcelectricity
@redmayne_robert
@elrufai
@nigeriagov

Top Tweeters in G8:
@kabanmadan
@fans4842
@xaaks
@cka3k
@larussarossa
@petrovich_divan
@59qarshin
@shi75hu
@ukrbolik
@jomwnaappkbk43m

Top Tweeters in G9:
@eepbustos
@k24tv
@gustavo95649835
@teddyeugene
@gathara
@wilfredo1975
@noemizunini
@manolei1
@albayardo
@marthakarua

Top Tweeters in G10:
@smartcityfeed
@mdjdel7u11bmcpe
@ameen_media
@portefeuillefun
@balsam_alayoub
@ejyadev
@vortcam
@jeremyfarrar
@youssefsson
@icicibank