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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2021-01-25_07-32-41. (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 25, 2021
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL https://bit.ly/3cnSBHR
@worldbank
@wbg_climate
@timexcludeduk
@wbg_transport
@vin_9195
@worldbankafrica
@wbg_poverty
@zimcodd1
@secretary_mohua
@laurie_garrett

Top hashtags:


Description:
Description
The graph represents a network of 3,566 Twitter users whose tweets in the requested range contained "Worldbank (environment OR climate OR warming OR ecological OR planet OR global)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 January 2021 at 15:37 UTC.

The requested start date was Monday, 25 January 2021 at 01:01 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 11-day, 12-hour, 39-minute period from Monday, 11 January 2021 at 01:30 UTC to Friday, 22 January 2021 at 14:10 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 : 3566
Unique Edges : 3072
Edges With Duplicates : 8187
Total Edges : 11259
Number of Edge Types : 5
Retweet : 3309
MentionsInRetweet : 5210
Replies to : 150
Mentions : 2120
Tweet : 470
Self-Loops : 498
Reciprocated Vertex Pair Ratio : 0.0141950567802271
Reciprocated Edge Ratio : 0.0279927548164005
Connected Components : 156
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 2805
Maximum Edges in a Connected Component : 9859
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.087977
Graph Density : 0.000477707883163334
Modularity : 0.409386
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 3,566 Twitter users whose tweets in the requested range contained "Worldbank (environment OR climate OR warming OR ecological OR planet OR global)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 January 2021 at 15:37 UTC.

The requested start date was Monday, 25 January 2021 at 01:01 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 11-day, 12-hour, 39-minute period from Monday, 11 January 2021 at 01:30 UTC to Friday, 22 January 2021 at 14:10 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 (environment OR climate OR warming OR ecological OR planet OR global)
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:
[63] http://www.reuters.com/article/us-israel-palestinians-tax/israel-hands-over-1-billion-in-palestinian-tax-backlog-in-sign-of-warming-ties-idUSKBN28C1IL
[30] https://blogs.worldbank.org/governance/wealth-tax-address-five-global-disruptions
[22] https://blogs.worldbank.org/opendata/updated-estimates-impact-covid-19-global-poverty-looking-back-2020-and-outlook-2021
[19] https://blogs.worldbank.org/opendata/updated-estimates-impact-covid-19-global-poverty-looking-back-2020-and-outlook-2021?cid=dec_tt_data_en_ext
[18] https://blogs.worldbank.org/voices/global-economic-outlook-five-charts
[18] https://blogs.worldbank.org/voices/tell-us-how-we-can-help-children-everywhere-learn-take-part-world-bank-financial-times-blog-writing-competition?cid=ECR_TT_worldbank_EN_EXT
[16] https://www.climateinvestmentfunds.org/news/seven-lessons-how-climate-finance-can-support-covid-19-recoveries
[14] http://global.chinadaily.com.cn/a/202101/13/WS5ffe4da2a31024ad0baa236a.html
[14] https://www.worldbank.org/en/publication/global-economic-prospects
[12] https://www.worldbank.org/en/news/video/2021/01/04/expert-answers-will-the-global-economy-recover-in-2021?cid=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G1:
[10] https://blogs.worldbank.org/voices/global-economic-outlook-five-charts
[9] https://www.gzeromedia.com/gzero-world-with-ian-bremmer/do-the-global-poor-have-a-champion-in-the-world-bank
[7] https://www.worldbank.org/en/news/press-release/2021/01/05/global-economy-to-expand-by-4-percent-in-2021-vaccine-deployment-and-investment-key-to-sustaining-the-recovery?cid=ECR_TT_worldbank_EN_EXT
[7] https://www.worldbank.org/en/news/video/2021/01/04/expert-answers-will-the-global-economy-recover-in-2021?cid=ECR_TT_worldbank_EN_EXT
[6] https://blogs.worldbank.org/voices/global-economic-outlook-five-charts?cid=ECR_TT_worldbank_EN_EXT
[6] https://blogs.worldbank.org/opendata/updated-estimates-impact-covid-19-global-poverty-looking-back-2020-and-outlook-2021?cid=dec_tt_data_en_ext
[6] https://blogs.worldbank.org/opendata/updated-estimates-impact-covid-19-global-poverty-looking-back-2020-and-outlook-2021?cid=ECR_E_NewsletterWeekly_EN_EXT
[5] https://www.worldbank.org/en/publication/global-economic-prospects?cid=ECR_TT_worldbank_EN_EXT
[5] https://blogs.worldbank.org/voices/tell-us-how-we-can-help-children-everywhere-learn-take-part-world-bank-financial-times-blog-writing-competition?cid=ECR_TT_worldbank_EN_EXT
[4] http://wrld.bg/kKEi50CStd4

Top URLs in Tweet in G2:
[15] https://www.climateinvestmentfunds.org/news/seven-lessons-how-climate-finance-can-support-covid-19-recoveries
[14] http://global.chinadaily.com.cn/a/202101/13/WS5ffe4da2a31024ad0baa236a.html
[10] https://www.worldbank.org/en/news/press-release/2021/01/12/world-bank-group-and-ces-announce-global-tech-challenge-winners
[9] https://blogs.worldbank.org/voices/tell-us-how-we-can-help-children-everywhere-learn-take-part-world-bank-financial-times-blog-writing-competition?cid=ECR_TT_worldbank_EN_EXT
[8] https://blogs.worldbank.org/nasikiliza/building-corridors-growth-through-sahel-and-beyond
[6] http://wrld.bg/1OgJ50D6BuQ
[6] https://www.worldbank.org/en/news/feature/2021/01/11/indonesia-takes-a-landscape-approach-to-reduce-deforestation-address-climate-change
[6] https://blogs.worldbank.org/opendata/updated-estimates-impact-covid-19-global-poverty-looking-back-2020-and-outlook-2021?cid=dec_tt_data_en_ext
[6] http://wrld.bg/8fJY50D1NFt
[5] https://blogs.worldbank.org/climatechange/147-billion-people-face-flood-risk-worldwide-over-third-it-could-be-devastating?cid=ccg_tt_climatechange_en_ext

Top URLs in Tweet in G3:
[7] https://www.un.org/sustainabledevelopment/blog/2021/01/one-planet-summit-2/
[7] https://www.climatehaven.earth/blog/the-new-year-begins-with-the-one-planet-summit@oneplanetsummit
[3] https://twitter.com/i/broadcasts/1vAGRwpNDzrJl
[3] https://blogs.worldbank.org/voices/tell-us-how-we-can-help-children-everywhere-learn-take-part-world-bank-financial-times-blog-writing-competition?cid=ECR_TT_worldbank_EN_EXT
[3] https://www.climatehaven.earth/blog/the-new-year-begins-with-the-one-planet-summit
[2] https://twitter.com/oneplanetsummit/status/1348185308714606592
[2] http://www.xinhuanet.com/english/2021-01/11/c_139658775.htm
[2] https://twitter.com/SustDev/status/1350427585222639624
[2] https://twitter.com/oneplanetsummit/status/1348615968226947073
[1] https://news.un.org/en/story/2021/01/1081392

Top URLs in Tweet in G4:
[5] http://pubdocs.worldbank.org/en/961711588875536384/Minerals-for-Climate-Action-The-Mineral-Intensity-of-the-Clean-Energy-Transition.pdf

Top URLs in Tweet in G5:
[6] https://blogs.worldbank.org/opendata/updated-estimates-impact-covid-19-global-poverty-looking-back-2020-and-outlook-2021?cid=pov_tt_poverty_en_ext
[4] https://www.worldbank.org/en/events/2020/12/10/changes-in-global-income-distribution-and-their-political-implications?cid=pov_tt_poverty_en_ext
[3] https://blogs.worldbank.org/voices/global-economic-outlook-five-charts?cid=pov_tt_poverty_en_ext
[2] https://blogs.worldbank.org/developmenttalk/different-scenarios-global-growth-five-charts?cid=pov_tt_poverty_en_ext
[2] https://www.worldbank.org/en/events/2020/12/10/changes-in-global-income-distribution-and-their-political-implications
[2] https://www.chron.com/news/article/Pandemic-debt-leads-to-global-reckoning-15859986.php
[2] https://www.worldbank.org/en/events/2020/12/10/changes-in-global-income-distribution-and-their-political-implications?cid=SHR_SitesShareTT_EN_EXT
[1] https://www.worldbank.org/en/publication/global-economic-prospects
[1] https://blogs.worldbank.org/nasikiliza/building-corridors-growth-through-sahel-and-beyond?cid=pov_tt_poverty_en_ext
[1] https://www.worldbank.org/en/news/video/2021/01/04/expert-answers-will-the-global-economy-recover-in-2021?cid=pov_tt_poverty_en_ext

Top URLs in Tweet in G6:
[1] https://twitter.com/GMB/status/1331887901248983045?s=09
[1] https://twitter.com/Politics_co_uk/status/1349740644068188160?s=09
[1] https://www.express.co.uk/finance/personalfinance/1386223/seiss-uk-rishi-sunak-court-eligibility-rules
[1] https://twitter.com/ExcludedUK/status/1351612764364664834?s=19
[1] https://www.yorkshirepost.co.uk/business/consumer/paper-provides-options-ease-anguish-those-excluded-government-support-greg-wright-3106992
[1] https://documents.worldbank.org/en/publication/documents-reports/documentdetail/640121513095868125/tracking-universal-health-coverage-2017-global-monitoring-report
[1] https://twitter.com/DrTedros/status/1346203046959865860
[1] https://www.linkedin.com/slink?code=gasbnty
[1] https://www.linkedin.com/slink?code=gDiZzmr

Top URLs in Tweet in G7:
[3] http://www.orbusglobal.org
[1] https://blogs.worldbank.org/education/silent-and-unequal-education-crisis-and-seeds-its-solution?CID=WBW_AL_BlogNotification_EN_EXT?cid=SHR_BlogSiteShare_EN_EXT
[1] https://www.thehindu.com/news/national/covid-19-will-lead-to-67-million-additional-wasted-children-say-global-bodies/article32215435.ece
[1] https://r4d.org/events/health-systems-research-symposium-2020/
[1] https://blogs.worldbank.org/opendata/updated-estimates-impact-covid-19-global-poverty-looking-back-2020-and-outlook-2021?CID=WBW_AL_BlogNotification_EN_EXT/?cid=SHR_BlogSiteTweetable_EN_EXT
[1] https://twitter.com/EuWateraid/status/1346036920107855874
[1] https://twitter.com/worldbank/status/1348404333990313984

Top URLs in Tweet in G8:
[5] https://www.cgdev.org/event/global-economy-2021-light-end-tunnel
[5] http://www.telegraph.co.uk/global-health/science-and-disease/facing-unprecented-global-challenge-protect-every-country-covid/
[3] https://www.worldbank.org/en/publication/global-economic-prospects
[3] https://blogs.worldbank.org/opendata/updated-estimates-impact-covid-19-global-poverty-looking-back-2020-and-outlook-2021?cid=ECR_E_NewsletterWeekly_EN_EXT
[2] https://blogs.worldbank.org/opendata/updated-estimates-impact-covid-19-global-poverty-looking-back-2020-and-outlook-2021?cid=pov_tt_poverty_en_ext?cid=SHR_BlogSiteShare_EN_EXT?cid=SHR_BlogSiteShare_EN_EXT
[1] http://wrld.bg/1IHs50CZZqz
[1] https://www.worldbank.org/en/news/immersive-story/2020/12/07/the-world-bank-group-mounts-the-fastest-and-largest-health-crisis-response-in-its-history-to-save-lives-from-covid-19
[1] http://wrld.bg/ywVE50CpoED
[1] https://blogs.worldbank.org/voices/we-are-facing-unprecedented-global-challenge-protect-every-country-covid-19?cid=ECR_TT_worldbank_EN_EXT
[1] https://www.youtube.com/watch?v=9lr3bUu0FUQ&feature=emb_logo


Top URLs in Tweet in G9:
[4] https://www.worldbank.org/en/news/press-release/2021/01/05/global-economy-to-expand-by-4-percent-in-2021-vaccine-deployment-and-investment-key-to-sustaining-the-recovery
[4] https://blogs.worldbank.org/opendata/updated-estimates-impact-covid-19-global-poverty-looking-back-2020-and-outlook-2021
[3] https://www.worldbank.org/en/publication/global-economic-prospects
[2] https://documents.worldbank.org/en/publication/documents-reports/documentdetail/179101596519553908/catalyzing-private-sector-investment-in-climate-smart-cities
[2] https://openknowledge.worldbank.org/handle/10986/34710
[2] https://www.rhodeshouse.ox.ac.uk/
[2] https://knight-hennessy.stanford.edu
[2] https://schwarzmanscholars.org/
[2] https://my.rotary.org/en/take-action/apply-grants/global-grants
[2] https://www.worldbank.org/en/programs/scholarships

Top URLs in Tweet in G10:
[63] http://www.reuters.com/article/us-israel-palestinians-tax/israel-hands-over-1-billion-in-palestinian-tax-backlog-in-sign-of-warming-ties-idUSKBN28C1IL
[1] http://documents1.worldbank.org/curated/en/844141590600764047/pdf/Economic-Monitoring-Report-to-the-Ad-Hoc-Liaison-Committee.pdf
[1] https://jpost.com/arab-israeli-conflict/pa-hiding-terrorist-salaries-from-donor-countries-in-financial-reports-627111
[1] https://twitter.com/HillelNeuer/status/1346037956436520962
[1] https://twitter.com/KenRoth/status/1349802910142640131

Top Domains
Top Domains in Tweet in Entire Graph:
[718] worldbank.org
[105] wrld.bg
[79] twitter.com
[66] reuters.com
[17] co.uk
[16] climateinvestmentfunds.org
[15] linkedin.com
[14] com.cn
[12] un.org
[10] gzeromedia.com

Top Domains in Tweet in G1:
[183] worldbank.org
[13] twitter.com
[10] wrld.bg
[10] gzeromedia.com
[4] youtube.com
[2] ifc.org
[2] spotify.com
[2] apple.com
[2] iisd.org
[2] baidu.com

Top Domains in Tweet in G2:
[201] worldbank.org
[68] wrld.bg
[15] climateinvestmentfunds.org
[14] com.cn
[13] twitter.com
[3] ifc.org
[3] unctad.org
[2] bit.ly
[2] youtube.com
[1] thebanker.com

Top Domains in Tweet in G3:
[21] twitter.com
[10] climatehaven.earth
[8] un.org
[4] worldbank.org
[2] xinhuanet.com
[2] oneplanetsummit.fr
[1] oceandecade.org
[1] ncavesindiaforum.in
[1] google.com
[1] unfccc.int

Top Domains in Tweet in G4:
[5] worldbank.org

Top Domains in Tweet in G5:
[24] worldbank.org
[2] chron.com
[1] wrld.bg
[1] aeaweb.org
[1] gov.uk
[1] twitter.com

Top Domains in Tweet in G6:
[4] twitter.com
[2] co.uk
[2] linkedin.com
[1] worldbank.org

Top Domains in Tweet in G7:
[3] orbusglobal.org
[2] worldbank.org
[2] twitter.com
[1] thehindu.com
[1] r4d.org

Top Domains in Tweet in G8:
[18] worldbank.org
[5] cgdev.org
[5] co.uk
[2] wrld.bg
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G9:
[53] worldbank.org
[9] linkedin.com
[3] twitter.com
[3] google.com
[2] ac.uk
[2] stanford.edu
[2] schwarzmanscholars.org
[2] rotary.org
[2] rand.org
[1] calypso-event.net

Top Domains in Tweet in G10:
[63] reuters.com
[2] twitter.com
[1] worldbank.org
[1] jpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[670] covid19
[298] climatechange
[179] wbgep2021
[169] oneplanetsummit
[121] biodiversity
[79] indonesia
[66] poverty
[65] worldbank
[63] pandemic
[56] globaltechchallenge



Top Hashtags in Tweet in G1:
[177] covid19
[127] climatechange
[84] wbgep2021
[32] pandemic
[13] oneplanetsummit
[11] gzeroworld
[10] indonesia
[10] infographic
[7] mena
[6] extremepoverty

Top Hashtags in Tweet in G2:
[228] covid19
[122] climatechange
[107] oneplanetsummit
[60] indonesia
[55] wbgep2021
[49] sierreleone
[44] ces2021
[43] globaltechchallenge
[34] africa
[27] deforestation

Top Hashtags in Tweet in G3:
[91] biodiversity
[36] oneplanetsummit
[17] covid19
[7] climatechange
[6] fornature
[4] france
[2] environment
[2] ecosystem
[2] greenwallafrica
[2] sahel

Top Hashtags in Tweet in G4:
[28] renovables
[11] renovable
[3] valladaresinfo
[1] transición

Top Hashtags in Tweet in G5:
[23] covid19
[9] poverty
[5] wbgep2021
[3] worldbank
[2] oneplanetsummit
[2] covid19pandemic
[2] uk
[2] imf
[1] onesouthasia
[1] extremepoverty

Top Hashtags in Tweet in G6:
[6] excludeduk
[4] covid19
[1] gandhi151
[1] mkghindswaraj
[1] maga
[1] covax
[1] covid_19news
[1] latestcovid_19news
[1] coronavirus
[1] china

Top Hashtags in Tweet in G7:
[15] covid19
[3] environment
[2] waterandbeyond
[2] sdg6
[2] humandevelopment
[2] climate
[2] sanitation
[2] vaccinesolidarity
[2] covid19vaccines
[1] standingtogetherfornutrition

Top Hashtags in Tweet in G8:
[23] poverty
[19] covid19
[9] cgdtalks
[8] vaccines
[4] africa
[4] tulvat
[4] kuivuus
[3] economy
[3] urbanization
[3] cashtransfers

Top Hashtags in Tweet in G9:
[15] worldbank
[9] environment
[8] climatechange
[5] economy
[4] sustainability
[3] climate
[3] globaleconomy
[3] climateaction
[3] sdgs
[3] covid19

Top Words
Top Words in Tweet in Entire Graph:
[1995] worldbank
[1571] global
[694] pandemic
[670] #covid19
[504] 19
[484] climate
[460] countries
[451] 2021
[428] effects
[409] between

Top Words in Tweet in G1:
[782] worldbank
[330] global
[277] effects
[263] pandemic
[211] 19
[194] countries
[177] #covid19
[160] between
[134] 2021
[130] income

Top Words in Tweet in G2:
[724] worldbank
[483] global
[244] climate
[236] wbg_climate
[228] #covid19
[193] pandemic
[176] countries
[145] 19
[138] billion
[135] davidmalpasswbg

Top Words in Tweet in G3:
[177] worldbank
[131] oneplanetsummit
[96] global
[91] #biodiversity
[90] organized
[89] france
[86] leaders
[81] tune
[80] mobilize
[77] unwebtv

Top Words in Tweet in G4:
[141] transición
[118] pensamos
[118] hacia
[118] renovables
[118] normalmente
[118] damos
[118] hecho
[118] tendremos
[118] materiales
[117] luisglezreyes

Top Words in Tweet in G5:
[73] estimated
[67] global
[64] poverty
[64] wbg_poverty
[53] pandemic
[48] 2020
[48] million
[43] 2021
[40] induced
[40] poor

Top Words in Tweet in G6:
[38] sirgrahambrady
[38] charleswalkermp
[38] bobblackman
[38] sheryllmurray
[38] pbottomleymp
[38] william_wragg
[33] timexcludeduk
[22] 10downingstr
[18] alisonp51046392
[17] 10downingstreet

Top Words in Tweet in G7:
[15] #covid19
[14] global
[12] deepened
[12] education
[12] crisis
[12] inequalities
[12] remote
[12] learning
[12] monitored
[11] robertg_jenkins

Top Words in Tweet in G8:
[67] global
[37] 2021
[36] worldbank
[30] 2020
[26] estimates
[25] updated
[25] impact
[23] covid
[23] #poverty
[22] 19

Top Words in Tweet in G9:
[31] global
[17] more
[16] 2021
[15] #worldbank
[12] world
[11] covid
[10] economic
[9] economy
[9] 19
[9] bank

Top Words in Tweet in G10:
[64] billion
[63] ken
[63] israel
[63] handed
[63] palestinian
[63] authority
[63] pa's
[63] 2020
[63] budget
[62] hillelneuer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[302] covid,19
[230] global,economy
[223] #covid19,pandemic
[197] income,countries
[191] world,bank
[189] learning,affected
[186] climate,change
[175] 16,19
[175] 19,years
[175] years,old

Top Word Pairs in Tweet in G1:
[129] income,countries
[123] lower,income
[121] #covid19,pandemic
[121] everyone,experience
[121] experience,effects
[121] effects,#climatechange
[121] #climatechange,effects
[121] effects,felt
[121] felt,equally
[121] equally,lower

Top Word Pairs in Tweet in G2:
[94] climate,change
[83] worldbank,group's
[82] covid,19
[71] today's,#oneplanetsummit
[71] #oneplanetsummit,pleased
[71] pleased,announce
[71] announce,worldbank
[71] group's,billion
[71] billion,commitment
[71] commitment,improving

Top Word Pairs in Tweet in G3:
[87] france,worldbank
[83] oneplanetsummit,#biodiversity
[83] organized,france
[81] #biodiversity,organized
[81] worldbank,global
[80] global,leaders
[80] leaders,mobilize
[79] tune,oneplanetsummit
[76] unwebtv,tune
[17] one,planet

Top Word Pairs in Tweet in G4:
[118] pensamos,transición
[118] transición,hacia
[118] hacia,renovables
[118] renovables,normalmente
[118] normalmente,damos
[118] damos,hecho
[118] hecho,tendremos
[118] tendremos,materiales
[117] luisglezreyes,pensamos
[63] evitar,producción

Top Word Pairs in Tweet in G5:
[39] 124,million
[34] 2020,2021
[34] 2021,estimated
[33] induced,global
[33] global,poor
[33] poor,estimated
[33] estimated,between
[33] between,119
[33] 119,124
[33] million,2020

Top Word Pairs in Tweet in G6:
[38] sirgrahambrady,charleswalkermp
[38] charleswalkermp,bobblackman
[38] bobblackman,sheryllmurray
[38] sheryllmurray,pbottomleymp
[38] pbottomleymp,william_wragg
[22] william_wragg,10downingstr
[18] alisonp51046392,sirgrahambrady
[16] timexcludeduk,alisonp51046392
[16] william_wragg,10downingstreet
[9] stevengray31,sirgrahambrady

Top Word Pairs in Tweet in G7:
[12] #covid19,deepened
[12] deepened,global
[12] global,education
[12] education,crisis
[12] crisis,inequalities
[12] inequalities,remote
[12] remote,learning
[12] learning,monitored
[11] robertg_jenkins,#covid19
[4] today,join

Top Word Pairs in Tweet in G8:
[25] updated,estimates
[25] estimates,impact
[23] global,#poverty
[22] covid,19
[16] ayhan,kose
[14] global,economic
[14] economic,prospects
[14] impact,covid
[14] 19,global
[14] looking,back

Top Word Pairs in Tweet in G9:
[9] covid,19
[9] world,bank
[9] learn,more
[8] #environment,learn
[7] global,economic
[6] economic,prospects
[5] global,economy
[4] expand,2021
[4] scholars,program
[3] between,119

Top Word Pairs in Tweet in G10:
[63] ken,israel
[63] israel,handed
[63] handed,palestinian
[63] palestinian,authority
[63] authority,billion
[63] billion,pa's
[63] pa's,2020
[63] 2020,budget
[62] hillelneuer,ken

Top Replied-To
Top Replied-To in Entire Graph:
@wbg_environment
@oneplanetsummit
@worldbank
@euclimateaction
@worldbankafrica
@ebourgeois
@trendasia_org
@ftenergy
@davidmalpasswbg
@alisonp51046392

Top Replied-To in G1:
@worldbank
@achukhegpa
@soniakdunlop
@flyrusr
@bloomberg
@assaadrazzouk
@kremlinrussia_e
@gzeromedia
@prof_fsultana
@amnesty

Top Replied-To in G2:
@wbg_environment
@ebourgeois
@worldbankafrica
@worldbank
@davidmalpasswbg
@corazonamazonia
@ifceurope
@theandreasnord
@unctad
@salhaj

Top Replied-To in G3:
@oneplanetsummit
@euclimateaction
@globalgoalsun
@goistats
@naturedeal
@wbg_climate
@unwebtv
@germanyun
@pybaubry

Top Replied-To in G5:
@i2iaid
@brookingsglobal

Top Replied-To in G6:
@alisonp51046392
@valleyviewlodg1
@anitatravel1
@stevengray31
@drshivampatel

Top Replied-To in G7:
@narendramodi
@anandmahindra

Top Replied-To in G8:
@wbg_health
@justinsandefur

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@davidmalpasswbg
@un
@oneplanetsummit
@luisglezreyes
@fernandovallada
@worldbankafrica
@wbg_poverty
@unwebtv

Top Mentioned in G1:
@worldbank
@davidmalpasswbg
@ianbremmer
@afdb_group
@assaadrazzouk
@gzeromedia
@carmenmreinhart
@soumayakeynes
@l_eslava
@onecampaign

Top Mentioned in G2:
@worldbank
@wbg_climate
@davidmalpasswbg
@worldbankafrica
@ifc_org
@wbg_environment
@dsengeh
@ft4s
@svonfriedeburg
@worldbankkenya

Top Mentioned in G3:
@worldbank
@un
@oneplanetsummit
@unwebtv
@ipbes
@emmanuelmacron
@antonioguterres
@wbg_climate
@unbiodiversity
@eu_env

Top Mentioned in G4:
@luisglezreyes
@fernandovallada

Top Mentioned in G5:
@wbg_poverty
@worldbank
@aeajournals
@brankomilan
@fcdogovuk
@davidmalpasswbg
@actis_esteban
@geopsychiatry
@covaxxvaccine
@britexpertise

Top Mentioned in G6:
@sirgrahambrady
@charleswalkermp
@bobblackman
@sheryllmurray
@pbottomleymp
@william_wragg
@timexcludeduk
@alisonp51046392
@10downingstreet

Top Mentioned in G7:
@robertg_jenkins
@worldbank
@unicef
@who
@sparc_africa
@results4dev
@unesco
@the_hindu
@orbusglobal
@ifc_org

Top Mentioned in G8:
@worldbank
@cgdev
@masoodcgd
@glassmanamanda
@wbg_health
@cbodewig
@davidmalpasswbg
@daoudasembene
@lrojassuarez
@citiesalliance

Top Mentioned in G9:
@7005__
@senzagro

Top Mentioned in G10:
@hillelneuer

Top Tweeters
Top Tweeters in Entire Graph:
@odio_nao
@baarahk
@aepishere
@john1966olsen
@chrisbrey1
@martesone
@world_news_eng
@reagancbrown
@reuters
@richfm39517086

Top Tweeters in G1:
@baarahk
@aepishere
@maryalicebisho2
@88seattle61
@markplackett1
@canisgallicus
@coronaupdatebot
@makintamie
@ochreblue
@stfuimtweetn0_o

Top Tweeters in G2:
@milatrud11
@dev_discourse
@lalojimjuarez
@tzdiscovery
@olumideidowu
@suestroud
@africaupdates
@nomoreslaves
@akwyz
@fareedaasf

Top Tweeters in G3:
@chrisbrey1
@world_news_eng
@richfm39517086
@aajtak
@milaniolivera
@bbcworld
@tt85207533
@bagaluesunab
@jyotsna2964
@wandafay

Top Tweeters in G4:
@dalek_fan
@tafallamarta
@analani
@marquezmoy
@vertederofacha
@dominguezlm
@amadeucorbera
@fernanditorl
@danielsenda
@mjguerrapalmero

Top Tweeters in G5:
@odio_nao
@mscypresse25
@whitefordpeter
@dgomezco
@ibgamawa
@brankomilan
@pass_blue
@jagm231
@cretanadia
@nahanni_

Top Tweeters in G6:
@nytimes
@nbcnews
@parvez1
@cnnpolitics
@abcpolitics
@popasmedia
@piersmorgan
@rt_comercio
@martinandrea86
@who

Top Tweeters in G7:
@the_hindu
@abpnews
@aamaadmiparty
@toibengaluru
@bangaloremirror
@lions
@unicef
@dw_business
@hospitalsapollo
@eu_commission

Top Tweeters in G8:
@john1966olsen
@magarya
@mariecolemanao
@ilonakickbusch
@sdgsbot
@glassmanamanda
@dinapomeranz
@globalphobserv
@equityhealthdev
@ghia1212

Top Tweeters in G9:
@dannywijnhoud
@mrerdene
@peaceful1979
@callmenyai
@stevejacksonhn
@gocharms
@planet_101fm
@ascendedvoter
@7005__
@asynthesist

Top Tweeters in G10:
@pray_4truth
@eu504
@tomdickson
@germinans
@justpadrino
@jangelfd
@lonesquirrel
@nmorris1776
@avocatweet
@rondo2


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