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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-05-13_16-17-41. (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 14, 2019
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL http://bit.ly/2HssUEW
@worldbank
@wbg_climate
@wbpubs
@ecosensenow
@tokyo_tom
@davidmalpasswbg
@hartwigschafer
@sportinginsigh1
@avigyansingh18
@lionel46294550

Top hashtags:


Description:
Description
The graph represents a network of 3,743 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, 13 May 2019 at 23:18 UTC.

The requested start date was Monday, 13 May 2019 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 13-day, 23-hour, 56-minute period from Monday, 29 April 2019 at 00:02 UTC to Sunday, 12 May 2019 at 23:59 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 : 3743
Unique Edges : 6469
Edges With Duplicates : 1786
Total Edges : 8255
Number of Edge Types : 3
Mentions : 7756
Replies to : 177
Tweet : 322
Self-Loops : 322
Reciprocated Vertex Pair Ratio : 0.0131055809159181
Reciprocated Edge Ratio : 0.0258720930232558
Connected Components : 122
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 3465
Maximum Edges in a Connected Component : 7959
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.158806
Graph Density : 0.000491207317618221
Modularity : 0.547328
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[43] http://www.worldbank.org/en/news/press-release/2019/05/01/new-world-bank-fund-to-support-climate-smart-mining-for-energy-transition
[14] http://blogs.worldbank.org/transport/global-leaders-weigh-future-mobility?CID=TAI_TT_Transport_EN_EXT
[12] http://www.worldbank.org/en/news/feature/2019/03/20/mount-kenya-a-view-of-climate-impacts-and-opportunities?CID=CCG_TT_climatechange_EN_EXT
[11] https://ecofiscal.ca/carbon-pricing/fast-facts/
[10] https://blogs.worldbank.org/climatechange/game-changer-climate-action-finance-ministers-step?CID=CCG_TT_climatechange_EN_EXT
[10] http://www.worldbank.org/en/news/all?lang_exact=English&displayconttype_exact=Immersive%20Story&cid=ECR_TT_worldbank_EN_EXT&hootPostID=fdbfe77fd37848369933a042a60303b9
[10] http://www.worldbank.org/en/results/2019/05/03/vietnam-sustaining-water-resources-and-building-climate-resilience?CID=WAT_TT_Water_EN_EXT
[10] https://www.worldbank.org/en/topic/extractiveindustries/brief/climate-smart-mining-minerals-for-climate-action
[10] http://www.worldbank.org/en/news/press-release/2019/04/13/coalition-of-finance-ministers-for-climate-action?cid=CCG_TT_climatechange_EN_EXT
[8] http://www.worldbank.org/en/topic/extractiveindustries/brief/climate-smart-mining-minerals-for-climate-action

Top URLs in Tweet in G1:
[6] http://www.worldbank.org/en/news/all?lang_exact=English&displayconttype_exact=Immersive%20Story&cid=ECR_TT_worldbank_EN_EXT&hootPostID=fdbfe77fd37848369933a042a60303b9
[5] https://www.worldbank.org/en/news/press-release/2019/05/01/new-world-bank-fund-to-support-climate-smart-mining-for-energy-transition?cid=EXT_WBSocialShare_EXT
[4] https://act.priceofoil.org/sign/world-bank-president?source=sh_tw
[4] http://pubdocs.worldbank.org/en/702301554216687135/WBL-DECADE-OF-REFORM-2019-WEB-04-01.pdf
[3] http://live.worldbank.org/spring-meetings-2019-global-voices-interview-tu-ngo?cid=ECR_TT_wblive_EN_EXT_SM2019-globalvoices&hootPostID=ca45f50a82cc262eb82ae77a87cf4390
[3] https://www.thegpsa.org/4th-global-call-proposals
[3] http://www.worldbank.org/en/news/press-release/2019/05/01/new-world-bank-fund-to-support-climate-smart-mining-for-energy-transition?cid=SHR_SitesShareTT_EN_EXT
[3] https://www.theguardian.com/environment/2019/may/06/australias-capital-cities-face-water-restrictions-as-dams-near-50
[3] https://blogs.worldbank.org/transport/global-leaders-weigh-future-mobility?cid=SHR_BlogSiteShare_XX_EXT
[2] https://www.youtube.com/watch?v=wdofLg950lQ&feature=youtu.be&cid=DFI_TT_WBGIDA_EN_EXT


Top URLs in Tweet in G2:
[10] http://www.worldbank.org/en/news/feature/2019/03/20/mount-kenya-a-view-of-climate-impacts-and-opportunities?CID=CCG_TT_climatechange_EN_EXT
[8] https://blogs.worldbank.org/climatechange/game-changer-climate-action-finance-ministers-step?CID=CCG_TT_climatechange_EN_EXT
[5] http://www.worldbank.org/en/news/press-release/2019/04/13/coalition-of-finance-ministers-for-climate-action?cid=CCG_TT_climatechange_EN_EXT
[5] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=CCG_TT_climatechange_EN_EXT
[5] https://www.ifc.org/wps/wcm/connect/industry_ext_content/ifc_external_corporate_site/agribusiness/news/ifc+global+agribusiness+conference
[4] http://wrld.bg/bL0h50tatE3
[4] https://blogs.worldbank.org/endpovertyinsouthasia/south-asia-s-rural-women-enter-global-marketplace
[4] https://blogs.worldbank.org/voices/low-carbon-future-must-protect-worlds-forests
[3] http://live.worldbank.org/global-voices-spring-meetings-2019-rachel-kyte?cid=ECR_TT_Worldbank_EN_EXT
[3] https://blogs.worldbank.org/endpovertyinsouthasia/clean-and-green-pakistan?CID=SAR_TT_SAR_ENG_EXT

Top URLs in Tweet in G3:
[7] http://5starinnovation.com/hamburg-g20-leaders-innovations-needed-for-better-home-loan-interest-rate-management/
[2] http://www.worldbank.org/en/news/press-release/2019/04/13/coalition-of-finance-ministers-for-climate-action?cid=CCG_TT_climatechange_EN_EXT
[2] https://earthworks.org/publications/ngo-letter-to-the-world-bank-re-mining-renewables/
[2] https://earthworks.org/media-releases/over-50-organizations-urge-world-bank-to-boost-recycling-circular-economy-non-mining-solutions-for-a-truly-climate-smart-agenda/
[2] https://moderndiplomacy.eu/2019/05/04/new-world-bank-fund-to-support-climate-smart-mining-for-energy-transition/
[1] https://twitter.com/WorldBank/status/942804246155681792
[1] https://twitter.com/wef/status/950583164350672897
[1] https://www.imf.org/en/News/Articles/2018/08/07/NA080818-India-Strong-Economy-Continues-to-Lead-Global-Growth#.W9WFa16B2Vo.twitter
[1] https://trib.al/HSAT2tc
[1] https://chronicle.creditinfo.com/2019/05/07/paul-randall-at-the-kafalah-sme-financing-conference-2019/

Top URLs in Tweet in G4:
[9] http://www.worldbank.org/en/results/2019/05/03/vietnam-sustaining-water-resources-and-building-climate-resilience?CID=WAT_TT_Water_EN_EXT
[3] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=CCG_TT_climatechange_EN_EXT
[3] https://es.globalvoices.org/2019/04/24/dentro-de-campana-libanesa-para-detener-proyecto-de-represa-financiado-por-banco-mundial/
[2] http://www.worldbank.org/en/news/press-release/2019/04/13/coalition-of-finance-ministers-for-climate-action?cid=CCG_TT_climatechange_EN_EXT
[2] http://wrld.bg/DK5n30oduC
[2] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=WAT_TT_Water_EN_EXT
[2] https://www.gfdrr.org/en/art-of-resilience
[2] https://www.weforum.org/agenda/2019/03/water-scarcity-is-a-growing-problem-across-the-middle-east-is-this-how-we-solve-it/
[2] http://blogs.worldbank.org/water/3-hard-truths-about-global-sanitation-crisis?cid=SHR_BlogSiteShare_XX_EXT
[2] https://openknowledge.worldbank.org/bitstream/handle/10986/22787/9781464806735.pdf

Top URLs in Tweet in G5:
[4] http://documents.worldbank.org/curated/en/404051554751713745/Out-of-Pocket-Expenditures-on-Health-A-Global-Stocktake?cid=DEC_TT_RGtweets_EN_EXT
[1] https://blogs.worldbank.org/governance/my-idea-was-once-crushed-lack-press-freedom-i-persisted-follow-my-dreams
[1] http://blogs.worldbank.org/developmenttalk/we-want-hear-you-about-world-development-report-2020-global-value-chains-trading-development
[1] https://openknowledge.worldbank.org/handle/10986/31616
[1] http://documents.worldbank.org/curated/en/647381554128100263/Micro-Equity-for-Microenterprises?cid=DEC_TT_RGtweets_EN_EXT
[1] http://www.worldbank.org/en/news/feature/2019/02/28/progress-is-possible-research-offers-new-ideas-to-confront-the-global-human-capital-gap
[1] http://www.worldbank.org/beyondthegap?CID=PPP_TT_PPP_EN_EXT
[1] http://www.worldbank.org/en/publication/global-economic-prospects
[1] http://www.worldbank.org/en/research/publication/inflation-in-emerging-and-developing-economies
[1] https://openknowledge.worldbank.org/handle/10986/31593

Top URLs in Tweet in G6:
[36] http://www.worldbank.org/en/news/press-release/2019/05/01/new-world-bank-fund-to-support-climate-smart-mining-for-energy-transition
[5] https://www.worldbank.org/en/news/press-release/2019/05/01/new-world-bank-fund-to-support-climate-smart-mining-for-energy-transition
[3] https://www.worldbank.org/en/topic/extractiveindustries/brief/climate-smart-mining-minerals-for-climate-action
[2] https://esmap.org/node/181474
[2] https://highways.today/2019/05/02/climate-smart-mining-fund/
[1] http://www.worldbank.org/en/news/feature/2019/03/20/mount-kenya-a-view-of-climate-impacts-and-opportunities?CID=CCG_TT_climatechange_EN_EXT
[1] http://www.worldbank.org/en/topic/extractiveindustries/publication/managing-coal-mine-closure
[1] https://payneinstitute.mines.edu/eog
[1] https://twitter.com/drvox/status/1125830979623563271
[1] https://www.suzanne.mit.edu/

Top URLs in Tweet in G7:
[3] https://blogs.worldbank.org/endpovertyinsouthasia/bracing-climate-change-matter-survival-maldives
[1] https://www.japantimes.co.jp/news/2018/10/03/world/airports-act-rising-seas-stronger-storms-climate-changes/
[1] https://www.sciencemag.org/news/2018/03/sea-levels-rise-bangladeshi-islanders-must-decide-between-keeping-water-out-or-letting
[1] https://www.theguardian.com/global-development/2017/jan/20/climate-change-frontline-disappearing-fishing-villages-bangladesh
[1] https://www.npr.org/2016/05/10/476071206/as-waters-rise-miami-beach-builds-higher-streets-and-political-willpower

Top URLs in Tweet in G8:
[14] http://blogs.worldbank.org/transport/global-leaders-weigh-future-mobility?CID=TAI_TT_Transport_EN_EXT
[2] https://www.worldbank.org/en/topic/extractiveindustries/brief/climate-smart-mining-minerals-for-climate-action
[2] https://www.cgdev.org/event/moving-prosperity-global-migration-and-labor-markets
[2] http://www.worldbank.org/en/research/publication/moving-for-prosperity
[2] http://documents.worldbank.org/curated/en/984581556818835320/Uncertainty-in-Ex-Ante-Poverty-and-Income-Distribution-Insights-from-Output-Growth-and-Natural-Resource-Country-Typologies
[1] http://www.worldbank.org/en/news/feature/2019/02/28/progress-is-possible-research-offers-new-ideas-to-confront-the-global-human-capital-gap
[1] http://www.worldbank.org/en/programs/global-road-safety-facility?CID=TAI_TT_Transport_EN_EXT
[1] http://www.worldbank.org/en/research/commodity-markets
[1] http://www.worldbank.org/en/topic/extractiveindustries/brief/climate-smart-mining-minerals-for-climate-action
[1] https://blogs.worldbank.org/transport/world-going-digital-time-rail-industry-jump-board?CID=TAI_TT_Transport_EN_EXT

Top URLs in Tweet in G9:
[3] http://www.worldbank.org/en/topic/extractiveindustries/brief/climate-smart-mining-minerals-for-climate-action
[3] https://www.worldbank.org/en/topic/extractiveindustries/brief/climate-smart-mining-minerals-for-climate-action
[3] http://www.worldbank.org/en/news/feature/2015/03/18/5-ways-reduce-drivers-climate-change?cid=CCG_TTccgEN_D_EXT
[2] https://olc.worldbank.org/content/e-platform-weather-and-climate-services-resilient-development-guide-practitioners-and-poli-2
[2] https://www.worldbank.org/en/news/press-release/2019/05/01/new-world-bank-fund-to-support-climate-smart-mining-for-energy-transition
[2] https://www.worldbank.org/en/topic/extractiveindustries/brief/climate-smart-mining-minerals-for-climate-action?utm_source=newsletter&utm_medium=email&utm_campaign=newsletter_axiosgenerate&stream=top
[2] https://bhuvanjakkula.blogspot.com/2019/03/bjt-globalization-business-cyber.html
[2] https://projects-beta.worldbank.org/en/results/2019/05/03/vietnam-sustaining-water-resources-and-building-climate-resilience
[2] https://openknowledge.worldbank.org/handle/10986/31665
[1] http://live.worldbank.org/spring-meetings-2019-global-voices-interview-tu-ngo?cid=ECR_TT_wblive_EN_EXT_SM2019-globalvoices&hootPostID=ca45f50a82cc262eb82ae77a87cf4390

Top URLs in Tweet in G10:
[4] https://www.environewsnigeria.com/world-banks-scales-up-support-for-cyclone-idai-hit-nations-to-700m/
[1] https://unfccc.int/news/ipbes-climate-change-is-a-key-driver-for-species-extinction
[1] https://www.worldbank.org/en/news/press-release/2019/04/13/coalition-of-finance-ministers-for-climate-action
[1] http://www.unsdgadvocates.org
[1] https://twitter.com/wbg_climate/status/1125558432361267201
[1] https://twitter.com/msimire/status/1124549761330184192
[1] https://www.who.int/antimicrobial-resistance/interagency-coordination-group/en/
[1] https://www.who.int/antimicrobial-resistance/interagency-coordination-group/final-report/en/

Top Domains
Top Domains in Tweet in Entire Graph:
[576] worldbank.org
[48] twitter.com
[43] wrld.bg
[13] youtube.com
[11] ecofiscal.ca
[10] lnkd.in
[9] blogspot.com
[8] t.co
[8] esmap.org
[8] globalpolicyjournal.com

Top Domains in Tweet in G1:
[102] worldbank.org
[9] twitter.com
[6] theguardian.com
[5] wrld.bg
[5] blogspot.com
[4] priceofoil.org
[4] medium.com
[3] youtube.com
[3] thegpsa.org
[2] esmap.org

Top Domains in Tweet in G2:
[177] worldbank.org
[16] wrld.bg
[6] ifc.org
[4] soundcloud.com
[4] esmap.org
[3] scalingsolar.org
[3] cvent.com
[2] ow.ly
[2] tweetedtimes.com
[1] gfdrr.org

Top Domains in Tweet in G3:
[11] worldbank.org
[7] twitter.com
[7] 5starinnovation.com
[4] earthworks.org
[2] moderndiplomacy.eu
[1] imf.org
[1] trib.al
[1] creditinfo.com
[1] bassiounigroup.com
[1] wto.org

Top Domains in Tweet in G4:
[30] worldbank.org
[4] wrld.bg
[3] globalvoices.org
[2] gfdrr.org
[2] weforum.org
[1] ow.ly
[1] unwater.org
[1] str.sg
[1] joiscientific.com
[1] twitter.com

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

Top Domains in Tweet in G6:
[46] worldbank.org
[2] esmap.org
[2] highways.today
[1] mines.edu
[1] twitter.com
[1] mit.edu
[1] industryeurope.com
[1] esi-africa.com
[1] miningnews.net

Top Domains in Tweet in G7:
[3] worldbank.org
[1] co.jp
[1] sciencemag.org
[1] theguardian.com
[1] npr.org

Top Domains in Tweet in G8:
[29] worldbank.org
[2] cgdev.org

Top Domains in Tweet in G9:
[56] worldbank.org
[8] lnkd.in
[5] twitter.com
[5] t.co
[4] blogspot.com
[1] tweetedtimes.com
[1] energylivenews.com
[1] bulkmaterialsinternational.com
[1] jacopa.com
[1] ecointernet.org

Top Domains in Tweet in G10:
[4] environewsnigeria.com
[2] twitter.com
[2] who.int
[1] unfccc.int
[1] worldbank.org
[1] unsdgadvocates.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[670] sheisequal
[131] greenandgray
[125] climate
[99] climatechange
[97] worldbank
[83] blockchain
[76] weather
[73] wbgmeetings
[68] elearning
[67] biodiversity



Top Hashtags in Tweet in G1:
[670] sheisequal
[43] doingbiz
[36] biodiversity
[29] wbgmeetings
[28] climate
[21] climatechange
[21] dominica
[20] elearning
[17] weather
[16] vietnam

Top Hashtags in Tweet in G2:
[54] climate
[51] weather
[43] elearning
[41] wbgmeetings
[29] greenandgray
[25] climatechange
[19] helsinkiprinciples
[18] infographic
[16] agridigitaldisruption
[15] climateaction

Top Hashtags in Tweet in G3:
[10] india
[10] global
[9] mining
[8] fintech
[6] energytransition
[5] mortgagestress
[5] mpidigital
[5] climatechange
[5] climatesmartmining
[4] sdgs

Top Hashtags in Tweet in G4:
[98] greenandgray
[38] vietnam
[11] water
[8] watersolutions
[7] resilience
[7] ethiopia
[7] worldbank
[6] climatechange
[6] opportunity
[6] artists

Top Hashtags in Tweet in G5:
[9] tanzania
[9] kenya
[9] nigeria
[9] niger
[3] albania
[2] infra
[1] pressfreedom
[1] worldpressfreedomday
[1] wdr2020
[1] climatechange

Top Hashtags in Tweet in G6:
[20] climatesmartmining
[15] newfund
[8] climate
[7] mining
[5] climatechange
[5] quarry
[5] environment
[4] news
[3] globalgoals
[2] esmap

Top Hashtags in Tweet in G8:
[9] blockchain
[9] railways
[8] 5g
[4] climatesmartmining
[4] roadsafety
[4] oil
[4] transport
[4] ghg
[2] humancapital
[2] carbon

Top Hashtags in Tweet in G9:
[14] worldbank
[9] climatechange
[6] mining
[6] imf
[6] finance
[5] money
[4] climate
[4] actonclimate
[4] global
[4] artificialintelligence

Top Hashtags in Tweet in G10:
[9] climate
[7] blockchain
[4] cycloneidai
[3] roadsafety
[3] vehicle
[3] prevent
[3] onehealth
[3] stopsuperbugs
[2] sdgs
[2] antimicrobialresistance

Top Words
Top Words in Tweet in Entire Graph:
[2881] Words in Sentiment List#1: Positive
[1678] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[94612] Non-categorized Words
[99171] Total Words
[2269] worldbank
[1289] global
[1043] world
[983] s
[810] today

Top Words in Tweet in G1:
[1356] worldbank
[840] global
[769] world
[738] davidmalpasswbg
[733] s
[711] president
[696] create
[692] citizens
[692] today
[690] calling

Top Words in Tweet in G2:
[334] worldbank
[286] wbg_climate
[99] s
[94] development
[91] global
[83] next
[74] new
[72] climate
[71] world
[69] course

Top Words in Tweet in G3:
[129] worldbank
[92] global
[56] world
[53] mpi_digital
[42] environment
[40] wef
[32] s
[31] kgeorgieva
[30] needed
[29] economy

Top Words in Tweet in G4:
[150] worldbank
[98] #greenandgray
[98] worldresources
[96] report
[91] critical
[90] joint
[90] details
[90] role
[89] together
[88] go

Top Words in Tweet in G5:
[220] out
[218] countries
[121] wbpubs
[113] health
[112] new
[112] pocket
[112] expenditures
[112] per
[112] capita
[108] 146

Top Words in Tweet in G6:
[59] mining
[58] climate
[55] worldbank
[51] smart
[35] wbg_energy
[32] facility
[30] more
[28] cop25cl
[27] champion
[23] gmunozabogabir

Top Words in Tweet in G7:
[3] gillesnfio
[3] gladfly1
[3] rln_nelson
[3] 3ghtweets
[3] ethonraptor
[2] few
[2] understand
[2] people
[2] climate
[2] slr

Top Words in Tweet in G8:
[33] wb_research
[31] major
[31] report
[29] moving
[29] prosperity
[29] assistance
[29] those
[29] negatively
[29] affected
[29] migration

Top Words in Tweet in G9:
[24] climate
[21] global
[17] world
[15] new
[14] bank
[13] #worldbank
[11] smart
[10] more
[10] mining
[10] worldbank

Top Words in Tweet in G10:
[24] worldbank
[13] blockchain
[12] global
[10] unfccc
[10] great
[9] #climate
[9] climate
[7] #blockchain
[6] wbg_climate
[6] blockforclimate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[696] worldbank,president
[690] global,citizens
[689] becoming,worldbank
[689] president,global
[689] citizens,calling
[689] calling,create
[689] create,world
[688] davidmalpasswbg,congrats
[688] congrats,becoming
[670] world,#sheisequal

Top Word Pairs in Tweet in G1:
[695] worldbank,president
[689] becoming,worldbank
[689] president,global
[689] global,citizens
[689] citizens,calling
[689] calling,create
[689] create,world
[688] davidmalpasswbg,congrats
[688] congrats,becoming
[670] world,#sheisequal

Top Word Pairs in Tweet in G2:
[52] services,resilient
[52] resilient,development
[51] #weather,#climate
[51] #climate,services
[43] #elearning,course
[43] course,#weather
[42] s,pop
[39] world,s
[37] new,worldbank
[37] worldbank,#elearning

Top Word Pairs in Tweet in G3:
[30] world,needed
[26] wef,worldbank
[25] global,currency
[25] place,global
[24] s,top
[18] printed,worldbank
[18] today,colleagues
[18] colleagues,brought
[18] brought,favourite
[18] favourite,dishes

Top Word Pairs in Tweet in G4:
[90] joint,report
[90] report,worldbank
[90] worldresources,details
[89] details,critical
[88] #greenandgray,go
[88] go,well
[88] well,together
[88] together,joint
[86] critical,role
[85] worldbank,worldresources

Top Word Pairs in Tweet in G5:
[112] out,pocket
[112] pocket,expenditures
[112] per,capita
[108] expenditures,health
[108] health,146
[108] 146,countries
[108] countries,shows
[108] shows,differences
[108] differences,countries
[108] countries,per

Top Word Pairs in Tweet in G6:
[51] climate,smart
[48] smart,mining
[32] mining,facility
[26] facility,worldbank
[21] find,out
[20] nuestro,champion
[19] hoy,nuestro
[19] champion,gmunozabogabir
[19] gmunozabogabir,participó
[19] participó,lanzamiento

Top Word Pairs in Tweet in G7:
[2] eqkimball7,atomskssanakan
[2] atomskssanakan,eddarrell
[2] eddarrell,billybobtn
[2] billybobtn,1_tmf_
[2] 1_tmf_,craigthomler
[2] craigthomler,brandonrgates
[2] brandonrgates,4timesayear
[2] 4timesayear,citroncockatoo
[2] citroncockatoo,monkeymyback
[2] monkeymyback,gillesnfio

Top Word Pairs in Tweet in G8:
[29] moving,prosperity
[29] prosperity,major
[29] major,wb_research
[29] wb_research,report
[29] assistance,those
[29] those,negatively
[29] negatively,affected
[29] affected,migration
[27] m_clem,moving
[18] report,recommending

Top Word Pairs in Tweet in G9:
[14] world,bank
[11] climate,smart
[8] smart,mining
[6] fund,support
[5] new,world
[5] #finance,#money
[4] bank,fund
[4] support,climate
[4] mining,energy
[4] energy,transition

Top Word Pairs in Tweet in G10:
[7] blockchain,climate
[7] #blockchain,#climate
[6] join,blockchain
[6] climate,foundation
[6] foundation,worldbank
[6] worldbank,synergy
[6] synergy,blockchain
[6] blockchain,technology
[6] technology,workshop
[6] #climate,webinar

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@wbg_climate
@cathmckenna
@davidmalpasswbg
@lambroschristof
@davidgura
@realdonaldtrump
@bricorlau
@officialmasisi
@globalccs

Top Replied-To in G1:
@worldbank
@cathmckenna
@davidmalpasswbg
@xxxthemisterman
@neil_ndbress
@jamprocorp

Top Replied-To in G2:
@wbg_climate
@worldbank
@globalccs
@worldbanksasia
@wbg_cities
@wbg_environment
@dotcommodity
@davidmalpasswbg
@jwalakira
@worldbankdata

Top Replied-To in G3:
@lambroschristof
@worldbank
@realdonaldtrump
@bricorlau
@g7
@un
@carlbildt
@wbg_gov
@tarotpolitics
@cryptobyte666

Top Replied-To in G4:
@wbg_climate
@connect4climate
@mohamma64508589
@worldbankwater
@savebisri
@staub_caroline
@insuresilience

Top Replied-To in G5:
@worldbank

Top Replied-To in G6:
@gmunozabogabir
@worldbank
@angloamerican

Top Replied-To in G7:
@d_e_mol
@eqkimball7
@tokyo_tom

Top Replied-To in G8:
@copleyhill
@diop_wb

Top Replied-To in G10:
@worldbank
@saleemulhuq
@unfccc

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@davidmalpasswbg
@iambeckyg
@wbg_climate
@wbpubs
@worldresources
@worldbankwater
@ifc_org
@gfdrr
@mpi_digital

Top Mentioned in G1:
@worldbank
@davidmalpasswbg
@iambeckyg
@emmanuelmacron
@jenniferjsara1
@brianne_adele
@wbcaribbean
@nitauganda1
@cathmckenna
@wckitchen

Top Mentioned in G2:
@worldbank
@wbg_climate
@ifc_org
@ceylap_wbg
@miga
@hartwigschafer
@climatewed
@worldbanklive
@davidmalpasswbg
@wbg_cities

Top Mentioned in G3:
@worldbank
@mpi_digital
@wef
@kgeorgieva
@imfnews
@oecd
@lagarde
@un
@miningwatch
@worldb

Top Mentioned in G4:
@worldbank
@worldresources
@wbg_climate
@worldbankwater
@gfdrr
@wb_asiapacific
@connect4climate
@un_water
@15n3quarters
@stcom

Top Mentioned in G5:
@wbpubs
@worldbank
@fmarmole
@bsebti
@jaimesaavedra22
@wb_research
@equityhealthdev

Top Mentioned in G6:
@worldbank
@wbg_energy
@cop25cl
@gmunozabogabir
@wbg_climate
@angloamerican
@riotinto
@matiaspintop
@mitsupplychain
@mitsustainchain

Top Mentioned in G7:
@gillesnfio
@gladfly1
@rln_nelson
@3ghtweets
@ethonraptor
@atomskssanakan
@eddarrell
@billybobtn
@1_tmf_
@craigthomler

Top Mentioned in G8:
@wb_research
@m_clem
@wbg_transport
@diop_wb
@worldbank
@thinkcopper
@amyaharder
@cgdev
@adebrauw
@railways_blog

Top Mentioned in G9:

Top Mentioned in G10:
@worldbank
@unfccc
@un
@wbg_climate
@blockforclimate
@unepdtu
@tuberlin
@sors_s

Top Tweeters
Top Tweeters in Entire Graph:
@jude_mugabi
@smartcityfeed
@chidambara09
@raumunz
@ndtv
@ecointernetdrgb
@thehill
@wwf
@eddarrell
@fintechna

Top Tweeters in G1:
@jude_mugabi
@mikecoulson48
@quemero20
@bayiskendr
@tictoc22
@africaupdates
@translatorbali
@theeconomist
@kaylaburrows2
@4mypeers

Top Tweeters in G2:
@raumunz
@olumideidowu
@dwatchnews
@labeecee15
@drrafiqraji
@glorialaw5
@djmer1
@adriansysnet
@tamraraven
@andybrwn

Top Tweeters in G3:
@ndtv
@wwf
@fintechna
@business
@foxnews
@reuters
@nytimes
@skynews
@ani
@france24

Top Tweeters in G4:
@stcom
@vetrepreneurone
@analyticaglobal
@drsanjaypsahoo
@syawal
@d_melissa2
@lsi_france
@cygnus_mgl
@15n3quarters
@theleftyleftie

Top Tweeters in G5:
@yazdjbilimoria
@mwakz
@lana_finikin
@jedichaz
@kennchester
@unclekojo1
@chief_abdoul
@scojay_
@koarrumm
@yonelakentane

Top Tweeters in G6:
@zimrirosas
@brianlaungaoaeh
@marcelomena
@mr_yorkshire
@riskparty63
@rociofrigerio
@corfo
@amparohernandez
@douglaschongys
@luis_fierro_eco

Top Tweeters in G7:
@eddarrell
@tokyo_tom
@tea4gunssc
@jenninemorgan
@stillwaters777
@davidahoward
@dunvirkin
@craigthomler
@friendsoscience
@kruttika108

Top Tweeters in G8:
@gonzalobarria
@iamaniku
@smartecocity
@axios
@glassmanamanda
@safewayrightway
@m_clem
@copleyhill
@jwpaller
@cgdev

Top Tweeters in G9:
@ecointernetdrgb
@markplackett1
@harlechnnorfolk
@udit_eco
@mining4profit
@branxpina
@treebanker
@skymetweather
@derincag
@ecodev5

Top Tweeters in G10:
@saleemulhuq
@un
@robfm
@fao
@cartooninperson
@nasiruidrisu
@msimire
@unbiodiversity
@unfccc
@drtedros