Worldbank (environment OR climate OR warming OR ecological OR planet OR global), Twitter, 3/25/2019 3:58:09 AM, 191568
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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-03-24_20-28-30.
Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-03-24_20-28-30.
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
March 25, 2019
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL http://bit.ly/2JLUCk2
@worldbank
@worldbankwater
@un
@wbg_climate
@worldbankafrica
@hartwigschafer
@kgeorgieva
@g8gist
@un_women
@drsenait

Top hashtags:
#oneplanetsummit

Description:
Description
The graph represents a network of 4,342 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 March 2019 at 03:29 UTC.

The requested start date was Monday, 25 March 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 10-day, 4-hour, 25-minute period from Thursday, 14 March 2019 at 09:07 UTC to Sunday, 24 March 2019 at 13:33 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 : 4342
Unique Edges : 7451
Edges With Duplicates : 2206
Total Edges : 9657
Number of Edge Types : 3
Mentions : 9108
Replies to : 155
Tweet : 394
Self-Loops : 394
Reciprocated Vertex Pair Ratio : 0.0148110316649642
Reciprocated Edge Ratio : 0.0291897332662305
Connected Components : 150
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 4020
Maximum Edges in a Connected Component : 9253
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.101651
Graph Density : 0.000421675388259152
Modularity : 0.572385
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[81] 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
[52] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=WAT_TT_Water_EN_EXT
[46] http://www.worldbank.org/en/news/feature/2019/03/20/mount-kenya-a-view-of-climate-impacts-and-opportunities
[34] https://medium.com/world-of-opportunity/innovations-in-satellite-measurements-for-development-66690355f8ca?cid=ECR_TT_worldbank_EN_EXT
[25] http://www.worldbank.org/en/news/feature/2019/03/07/this-is-what-its-all-about-building-resilience-and-adapting-to-climate-change-in-africa?CID=CCG_TT_climatechange_EN_EXT
[22] http://www.worldbank.org/en/news/press-release/2019/03/19/sdgs-and-her-initiative-announces-winners-of-2019-global-competition?cid=ECR_TT_worldbank_EN_EXT
[20] http://worldbank.org/en/news/press-release/2019/03/13/world-bank-group-announcements-at-one-planet-summit?CID=CCG_TT_climatechange_EN_EXT
[15] http://www.worldbank.org/en/news/feature/2019/03/04/sub-saharan-african-cities-can-inform-global-climate-action?CID=CCG_TT_climatechange_EN_EXT
[13] http://live.worldbank.org/one-planet-summit-2019?CID=CCG_TT_climatechange_EN_EXT
[11] http://www.worldbank.org/en/news/feature/2019/03/21/in-the-dominican-republic-sustainable-forest-management-is-paying-off-for-local-farmers?CID=CCG_TT_climatechange_EN_EXT

Top URLs in Tweet in G1:
[29] https://medium.com/world-of-opportunity/innovations-in-satellite-measurements-for-development-66690355f8ca?cid=ECR_TT_worldbank_EN_EXT
[6] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?cid=EXT_WBSocialShare_EXT
[5] http://www.worldbank.org/en/news/press-release/2019/03/18/first-world-bank-geothermal-investment-in-the-caribbean-for-a-greener-and-resilient-future
[5] http://www.worldbank.org/en/news/immersive-story/2019/03/18/10-years-of-green-bonds-creating-the-blueprint-for-sustainability-across-capital-markets?cid=EXT_WBTweetableSocialShare_EXT
[5] http://www.worldbank.org/en/news/feature/2019/03/13/the-third-edition-of-the-one-planet-summit-three-things-you-need-to-know?cid=ECR_E_NewsletterWeekly_EN_EXT
[4] http://www.worldbank.org/en/news/press-release/2019/03/13/world-bank-group-announcements-at-one-planet-summit
[4] 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?cid%3DEXT_WBSocialShare_EXT
[4] https://blogs.worldbank.org/voices/trees-forests-key-fighting-climate-change-poverty-women?CID=ENV_TT_Environment_EN_EXT
[4] http://blogs.worldbank.org/voices/trees-forests-key-fighting-climate-change-poverty-women?cid=SHR_BlogSiteShare_XX_EXT
[4] http://www.worldbank.org/en/news/feature/2019/03/20/mount-kenya-a-view-of-climate-impacts-and-opportunities?cid=EXT_WBSocialShare_EXT

Top URLs in Tweet in G2:
[73] 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
[44] http://www.worldbank.org/en/news/feature/2019/03/20/mount-kenya-a-view-of-climate-impacts-and-opportunities
[18] http://www.worldbank.org/en/news/press-release/2019/03/19/sdgs-and-her-initiative-announces-winners-of-2019-global-competition?cid=ECR_TT_worldbank_EN_EXT
[17] http://worldbank.org/en/news/press-release/2019/03/13/world-bank-group-announcements-at-one-planet-summit?CID=CCG_TT_climatechange_EN_EXT
[14] http://www.worldbank.org/en/news/feature/2019/03/07/this-is-what-its-all-about-building-resilience-and-adapting-to-climate-change-in-africa?CID=CCG_TT_climatechange_EN_EXT
[11] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=WAT_TT_Water_EN_EXT
[8] http://www.worldbank.org/en/news/feature/2019/03/04/sub-saharan-african-cities-can-inform-global-climate-action?CID=CCG_TT_climatechange_EN_EXT
[7] http://www.worldbank.org/en/news/feature/2019/03/21/in-the-dominican-republic-sustainable-forest-management-is-paying-off-for-local-farmers?CID=CCG_TT_climatechange_EN_EXT
[6] https://carbonpricingdashboard.worldbank.org/?CID=CCG_TT_climatechange_EN_EXT
[6] http://live.worldbank.org/one-planet-summit-2019

Top URLs in Tweet in G3:
[12] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=WAT_TT_Water_EN_EXT
[3] http://www.worldbank.org/en/news/feature/2019/03/07/this-is-what-its-all-about-building-resilience-and-adapting-to-climate-change-in-africa?CID=CCG_TT_climatechange_EN_EXT
[3] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?cid=EXT_WBSocialShare_EXT
[1] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=WAT_TT_Water_EN_EXT&hootPostID=55a1021e49a5d8f03714b28d4e43af32
[1] http://www.worldbank.org/en/topic/macroeconomics/publication/fiscal-policies-for-development-and-climate-action?CID=CCG_TT_climatechange_EN_EXT
[1] https://www.wri.org/publication/integrating-green-gray?utm_campaign=wrigovernance&utm_source=twitter.com&utm_medium=wrigovernance&hootPostID=7eb230ec8e950572a4a1022ebd257a49
[1] https://twitter.com/worldbankwater/status/1108730291722641409
[1] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=WAT_TT_Water_EN_EXT?cid%3DEXT_WBSocialShare_EXT
[1] https://openknowledge.worldbank.org/handle/10986/31416
[1] https://openknowledge.worldbank.org/handle/10986/29795

Top URLs in Tweet in G4:
[18] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=WAT_TT_Water_EN_EXT
[3] 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
[3] http://blogs.worldbank.org/health/
[2] http://www.worldbank.org/en/news/press-release/2019/03/20/world-bank-and-folksam-group-join-global-call-to-action-on-food-loss-and-waste?hootPostID=4d72d6e265ef72fae8af92c5afb16ed5
[2] http://blogs.worldbank.org/sustainablecities/key-resilient-housing-lies-fine-print
[1] https://dailynewsegypt.com/2019/03/18/wbg-to-scale-up-its-support-for-africas-climate-adaptation/?hootPostID=8a6fcddfabf411770431707b9d38e62b
[1] https://blogs.worldbank.org/sustainablecities/making-built-environment-more-resilient-lessons-learned-japan?cid=SURR_TT_WBGCitiesEN_D_EXT
[1] http://www.worldbank.org/en/news/press-release/2018/06/18/building-back-better-how-to-cut-natural-disaster-losses-by-a-third?cid=SURR_TT_WBGCitiesEN_D_EXT
[1] http://blogs.worldbank.org/sustainablecities/climate-induced-disasters-are-just-tip-iceberg-mena-cities?CID=SURR_TT_WBGCities_EN_EXT
[1] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=WAT_TT_Water_EN_EXT&hootPostID=318eb5c16cd6df4fc834c473fd6c2a22

Top URLs in Tweet in G5:
[1] https://www.greenclimate.fund/news/green-climate-fund-and-world-bank-partnership-unlocks-usd-2-7-billion-for-climate-action-marshall-islands-first-to-benefit-with-usd-44m-project
[1] http://www.worldbank.org/en/news/immersive-story/2018/09/20/what-a-waste-an-updated-look-into-the-future-of-solid-waste-management?cid=SURR_TT_WBGCitiesEN_D_EXT
[1] http://www.worldbank.org/en/news/feature/2019/03/13/the-third-edition-of-the-one-planet-summit-three-things-you-need-to-know?CID=CCG_TT_climatechange_EN_EXT
[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] https://link.medium.com/zJwywru29U
[1] https://link.medium.com/Yxf0EB2fdU
[1] https://link.medium.com/jnsQHxcW9U
[1] https://link.medium.com/PymliSnneV
[1] https://link.medium.com/aB5GBi0neV
[1] https://link.medium.com/UPyIwnJS8U

Top URLs in Tweet in G6:
[3] https://af.reuters.com/article/idUSKCN1QV1XP
[1] http://www.worldbank.org/en/news/feature/2019/03/07/this-is-what-its-all-about-building-resilience-and-adapting-to-climate-change-in-africa?CID=CCG_TT_climatechange_EN_EXT
[1] https://unfccc.int/news/ghana-to-kick-start-year-of-ambition-at-africa-climate-summit
[1] http://www.worldbank.org/en/topic/publicprivatepartnerships/publication/beyond-the-gap---how-countries-can-afford-the-infrastructure-they-need-while-protecting-the-planet?CID=PPP_TT_PPP_EN_EXT?cid%3DEXT_WBSocialShare_EXT
[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] https://consultfemi.blogspot.com/2019/03/global-food-security.html
[1] https://twitter.com/WorldBank/status/1107824099710169094
[1] http://www.worldbank.org/en/news/immersive-story/2018/09/20/what-a-waste-an-updated-look-into-the-future-of-solid-waste-management?cid=SURR_TT_WBGCitiesEN_D_EXT
[1] https://www.iamrenew.com/green-energy/world-bank-and-afdb-pledge-47-billion-to-africa-in-climate-change-battle/
[1] http://www.worldbank.org/en/news/press-release/2019/03/13/world-bank-group-announcements-at-one-planet-summit

Top URLs in Tweet in G7:
[5] https://scottamyx.com/2019/03/18/interview-with-ingmar-rentzhog-the-founder-of-we-dont-have-time/
[4] http://5starinnovation.com/hamburg-g20-leaders-innovations-needed-for-better-home-loan-interest-rate-management/
[2] http://www.bloomberg.org/
[2] http://www.worldbank.org/
[2] https://www.cgdev.org/webform/spring-meetings-cgd
[1] http://ICLEI.org
[1] https://iclei.org/
[1] https://trib.al/HSAT2tc
[1] http://www.worldbank.org/en/news/feature/2019/03/20/mount-kenya-a-view-of-climate-impacts-and-opportunities
[1] https://twitter.com/dwallacewells/status/1101631648779649024?s=19

Top URLs in Tweet in G8:
[8] https://thriveglobal.com/stories/join-global-mental-health-experts-online-monday-march-18th-the-future-of-health-and-happiness/
[3] http://www.worldenvironmentday.global/
[1] https://www.theguardian.com/society/sarah-boseley-global-health/2012/oct/01/worldbank-healthinsurance
[1] https://twitter.com/ilonakickbusch/status/1108246202636734469
[1] https://www.eli.org/events/environmental-rule-law
[1] https://www.worldbank.org/en/news/press-release/2019/03/20/world-bank-and-folksam-group-join-global-call-to-action-on-food-loss-and-waste
[1] https://www.worldbank.org/en/news/press-release/2019/03/20/world-bank-and-folksam-group-join-global-call-to-action-on-food-loss-and-waste?cid=EXT_WBSocialShare_EXT
[1] https://www.youtube.com/watch?v=P1XLthxQs7g&feature=youtu.be

[1] https://medium.com/world-of-opportunity/innovations-in-satellite-measurements-for-development-66690355f8ca?cid=ECR_TT_worldbank_EN_EXT
[1] https://twitter.com/africarenewal/status/1106589223627472897

Top URLs in Tweet in G9:
[2] http://www.worldbank.org/en/who-we-are/news/campaigns/2018/one-planet-summit-landing-page?cid=CCG_TT_climatechange_EN_EXT
[1] http://www.worldbank.org/en/news/feature/2019/03/04/sub-saharan-african-cities-can-inform-global-climate-action?CID=CCG_TT_climatechange_EN_EXT
[1] https://unfccc.int/news/un-deputy-chief-africa-needs-the-chance-to-grow-green
[1] https://www.worldbank.org/en/news/infographic/2018/03/19/groundswell---preparing-for-internal-climate-migration
[1] http://www.worldbank.org/en/news/feature/2019/03/08/rukayatu-sanusi-at-the-helm-of-the-world-banks-ghana-climate-innovation-center?CID=FAM_TT_FinanceMarkets_EN_EXT
[1] http://www.worldbank.org/en/news/immersive-story/2019/03/18/10-years-of-green-bonds-creating-the-blueprint-for-sustainability-across-capital-markets?hootPostID=d41eef97d9548e014e28f4d8bdb407c8
[1] http://www.worldbank.org/en/news/press-release/2016/09/18/by-2050-drug-resistant-infections-could-cause-global-economic-damage-on-par-with-2008-financial-crisis
[1] http://blogs.worldbank.org/voices/trees-forests-key-fighting-climate-change-poverty-women
[1] https://www.actu-environnement.com/ae/news/One-Planet-Summit-Afrique-renouvelables-resilience-biodiversite-33099.php4#xtor=AL-62
[1] https://www.worldbank.org/en/news/feature/2019/03/08/rukayatu-sanusi-at-the-helm-of-the-world-banks-ghana-climate-innovation-center?cid=EXT_WBSocialShare_EXT

Top URLs in Tweet in G10:
[6] http://live.worldbank.org/one-planet-summit-2019?CID=CCG_TT_climatechange_EN_EXT
[5] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=WAT_TT_Water_EN_EXT
[5] https://www.globalpolicyjournal.com/articles/global-governance/early-view-article-political-economy-tax-spillover-new-multilateral
[4] https://blogs.worldbank.org/developmenttalk/shifting-gravity-global-poverty?CID=POV_TT_Poverty_EN_EXT
[4] http://www.worldbank.org/en/news/feature/2015/03/18/5-ways-reduce-drivers-climate-change?cid=CCG_TTccgEN_D_EXT
[3] http://www.worldbank.org/en/news/feature/2019/03/07/this-is-what-its-all-about-building-resilience-and-adapting-to-climate-change-in-africa?CID=CCG_TT_climatechange_EN_EXT
[3] https://www.reuters.com/article/us-worldbank-leadership-idUSKCN1QV372
[2] http://www.worldbank.org/en/who-we-are/news/campaigns/2018/one-planet-summit-landing-page
[2] http://www.bancomundial.org/es/news/feature/2019/03/13/the-third-edition-of-the-one-planet-summit-three-things-you-need-to-know?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM10415
[2] https://www.educationandskillsforum.org/speakers/

Top Domains
Top Domains in Tweet in Entire Graph:
[747] worldbank.org
[63] twitter.com
[40] medium.com
[16] lnkd.in
[14] fiinews.com
[12] reuters.com
[10] theguardian.com
[9] tweetedtimes.com
[8] thriveglobal.com
[7] youtube.com

Top Domains in Tweet in G1:
[140] worldbank.org
[29] medium.com
[12] twitter.com
[6] theguardian.com
[6] citylab.com
[3] bic-europe.org
[3] rwandabusinessdaily.com
[2] facebook.com
[2] ow.ly
[2] climateinvestmentfunds.org

Top Domains in Tweet in G2:
[324] worldbank.org
[3] lnkd.in
[3] ifc.org
[3] medium.com
[2] wrld.bg
[2] blogspot.com
[2] worldbankgroup.org
[2] twitter.com
[2] greengrowthknowledge.org
[1] joiscientific.com

Top Domains in Tweet in G3:
[23] worldbank.org
[1] wri.org
[1] twitter.com

Top Domains in Tweet in G4:
[55] worldbank.org
[8] twitter.com
[2] weforum.org
[1] dailynewsegypt.com
[1] ren21.net
[1] medium.com
[1] wri.org
[1] telesurenglish.net
[1] wrld.bg
[1] acceleratecirculareconomy.org

Top Domains in Tweet in G5:
[6] medium.com
[5] worldbank.org
[1] greenclimate.fund

Top Domains in Tweet in G6:
[5] worldbank.org
[3] reuters.com
[2] twitter.com
[1] unfccc.int
[1] blogspot.com
[1] iamrenew.com
[1] urlz.fr
[1] co.uk
[1] icirnigeria.org
[1] bbc.com

Top Domains in Tweet in G7:
[8] twitter.com
[5] scottamyx.com
[4] worldbank.org
[4] 5starinnovation.com
[3] cgdev.org
[2] bloomberg.org
[2] iclei.org
[2] nytimes.com
[1] trib.al
[1] who.int

Top Domains in Tweet in G8:
[8] thriveglobal.com
[3] worldenvironmentday.global
[2] twitter.com
[2] worldbank.org
[1] theguardian.com
[1] eli.org
[1] youtube.com
[1] medium.com
[1] ow.ly
[1] thehindu.com

Top Domains in Tweet in G9:
[10] worldbank.org
[2] twitter.com
[1] unfccc.int
[1] actu-environnement.com
[1] undp.org

Top Domains in Tweet in G10:
[66] worldbank.org
[10] twitter.com
[9] tweetedtimes.com
[7] lnkd.in
[6] reuters.com
[5] globalpolicyjournal.com
[2] atcnews.org
[2] t.co
[2] bancomundial.org
[2] educationandskillsforum.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[971] oneplanetsummit
[375] greenandgray
[369] climateaction
[348] africa
[339] climatechange
[259] climatefinance
[114] humancapital
[108] women
[105] sdgsandher
[103] climate



Top Hashtags in Tweet in G1:
[268] oneplanetsummit
[209] climatefinance
[94] climatechange
[80] africa
[71] humancapital
[54] climate
[51] dominica
[44] caribbean
[35] geothermal
[31] sdgs

Top Hashtags in Tweet in G2:
[331] oneplanetsummit
[159] africa
[143] climatechange
[89] climateaction
[87] sdgsandher
[66] greenandgray
[40] women
[32] infographic
[32] climatemigrants
[31] adaptationmatters

Top Hashtags in Tweet in G3:
[78] greenandgray
[20] africa
[13] worldwaterday
[12] wrm
[5] oneplanetsummit
[5] climatechange
[3] adaptationmatters
[3] climate
[2] water
[2] nairobi

Top Hashtags in Tweet in G4:
[209] greenandgray
[33] worldwaterday
[22] climatechange
[18] oneplanetsummit
[16] water
[12] africa
[11] climate
[8] climateaction
[5] mena
[5] renewableenergy

Top Hashtags in Tweet in G5:
[238] oneplanetsummit
[231] climateaction
[15] africa
[15] climatechange
[4] climatefinance
[3] humancapital
[2] greenandgray
[2] nairobi
[1] adaptationmatters
[1] caribbean

Top Hashtags in Tweet in G6:
[51] somalia
[13] oneplanetsummit
[9] africa
[5] climateaction
[4] climatefinance
[4] climatechange
[3] africaclimateweek
[3] greenandgray
[3] environment
[2] women

Top Hashtags in Tweet in G7:
[6] farmers
[6] permaculture
[6] agroecology
[6] agroforestry
[6] malaysian
[5] african
[4] global
[4] mortgagestress
[4] fintech
[3] india

Top Hashtags in Tweet in G8:
[12] nsoap2019
[6] surgery
[6] obstetrics
[4] foodwaste
[3] airpollution
[2] anesthesia
[2] sdgs
[2] africanleadership
[2] diasporaleadership
[1] washingtondc

Top Hashtags in Tweet in G9:
[14] oneplanetsummit
[10] africaclimateweek2019
[7] climatechange
[7] ghana
[6] climatefinance
[6] biodiversity
[5] getabin
[5] accra
[4] climatechangeisreal
[4] solidaridad

Top Hashtags in Tweet in G10:
[25] worldbank
[12] climatechange
[9] africa
[8] oneplanetsummit
[5] afdb
[5] african
[5] tax
[5] imf
[5] oecd
[4] climate

Top Words
Top Words in Tweet in Entire Graph:
[4107] Words in Sentiment List#1: Positive
[2198] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[109792] Non-categorized Words
[116097] Total Words
[2628] worldbank
[1293] global
[1285] world
[1267] s
[1008] oneplanetsummit

Top Words in Tweet in G1:
[1063] worldbank
[409] global
[323] africa
[271] oneplanetsummit
[270] new
[261] world
[255] billion
[250] s
[250] 5
[248] 22

Top Words in Tweet in G2:
[572] worldbank
[362] oneplanetsummit
[332] wbg_climate
[287] africa
[276] climate
[235] group
[195] more
[184] mount
[182] s
[181] kgeorgieva

Top Words in Tweet in G3:
[636] s
[622] world
[614] nearly
[614] pop
[387] worldbankwater
[362] water
[326] risk
[313] 2050
[309] half
[308] lives

Top Words in Tweet in G4:
[326] worldbank
[209] greenandgray
[180] worldresources
[162] report
[123] joint
[119] details
[116] well
[115] role
[114] together
[114] nature

Top Words in Tweet in G5:
[238] oneplanetsummit
[237] global
[231] climateaction
[229] nairobi
[228] kenya
[228] help
[226] leaders
[226] influencers
[226] thursday's
[226] accelerate

Top Words in Tweet in G6:
[199] worldbank
[116] afdb_group
[100] billion
[93] african
[92] bank
[89] 47
[88] development
[85] support
[82] africarenewal
[82] made

Top Words in Tweet in G7:
[69] worldbank
[63] global
[44] world
[35] needed
[28] currency
[26] perfect
[24] create
[23] imfnews
[21] printed
[16] g20live

Top Words in Tweet in G8:
[45] global
[32] countries
[31] health
[30] healthcare
[30] world
[30] bank
[29] thirty
[29] years
[29] advocated
[29] user

Top Words in Tweet in G9:
[50] climate
[50] unfccc
[43] worldbank
[33] more
[31] actions
[30] adaptation
[30] building
[30] impacts
[29] proactive
[29] resilience

Top Words in Tweet in G10:
[61] climate
[35] worldbank
[32] global
[28] more
[28] change
[18] africa
[17] world
[16] new
[15] bank
[13] water

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[923] world,s
[860] s,pop
[450] water,scarcity
[436] 22,5
[430] nearly,half
[430] half,world
[430] pop,lives
[430] lives,w
[430] w,water
[430] scarcity,2050

Top Word Pairs in Tweet in G1:
[248] 22,5
[239] 5,billion
[223] worldbank,announced
[219] africa,oneplanetsummit
[211] learn,worldbank
[210] billion,new
[209] pleased,learn
[209] announced,22
[209] new,climatefinance
[208] climatefinance,africa

Top Word Pairs in Tweet in G2:
[179] worldbank,group
[139] 22,5
[137] 5,billion
[132] mount,kenya
[97] world,s
[85] 2019,sdgsandher
[84] s,pop
[64] kenya,see
[61] winners,2019
[59] wbg_climate,live

Top Word Pairs in Tweet in G3:
[615] world,s
[614] s,pop
[308] water,scarcity
[307] nearly,half
[307] half,world
[307] pop,lives
[307] lives,w
[307] w,water
[307] scarcity,2050
[307] 2050,nearly

Top Word Pairs in Tweet in G4:
[176] worldbank,worldresources
[122] joint,report
[122] report,worldbank
[117] worldresources,details
[110] go,well
[110] well,together
[110] details,critical
[110] critical,role
[110] role,nature
[109] greenandgray,go

Top Word Pairs in Tweet in G5:
[226] global,leaders
[226] leaders,influencers
[226] influencers,thursday's
[226] thursday's,oneplanetsummit
[226] oneplanetsummit,nairobi
[226] nairobi,kenya
[226] kenya,help
[226] help,accelerate
[226] accelerate,climateaction
[226] climateaction,investments

Top Word Pairs in Tweet in G6:
[86] worldbank,african
[86] african,development
[86] 47,billion
[85] development,bank
[84] bank,afdb_group
[82] afdb_group,made
[82] made,commitment
[82] commitment,47
[82] billion,combined
[82] combined,support

Top Word Pairs in Tweet in G7:
[34] world,needed
[24] global,currency
[20] printed,worldbank
[17] currency,printed
[15] needed,global
[13] perfect,capitalism
[12] perfect,markets
[11] worldbank,imfnews
[11] create,perfect
[10] needed,perfect

Top Word Pairs in Tweet in G8:
[29] thirty,years
[29] years,advocated
[29] advocated,user
[29] user,fees
[29] fees,healthcare
[29] healthcare,developing
[29] developing,countries
[29] countries,former
[29] former,world
[29] world,bank

Top Word Pairs in Tweet in G9:
[29] proactive,adaptation
[29] adaptation,resilience
[29] resilience,building
[29] building,actions
[29] actions,more
[29] more,cost
[29] cost,effective
[29] effective,addressing
[29] addressing,impacts
[29] impacts,occur

Top Word Pairs in Tweet in G10:
[28] climate,change
[14] world,bank
[9] see,more
[7] putting,nature
[7] nature,work
[7] work,integrating
[7] integrating,green
[7] green,gray
[7] gray,infrastructure
[7] infrastructure,water

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@wbg_climate
@realdonaldtrump
@eu_finance
@epa_ghana
@kgeorgieva
@ukenyatta
@worldbankafrica
@un
@sidraiqbal

Top Replied-To in G1:
@worldbank
@forumcc
@abhijitbhaduri
@worldresources
@mjgcryptobank

Top Replied-To in G2:
@wbg_climate
@worldbank
@kgeorgieva
@ukenyatta
@timjarvisam
@pespinosac
@norbertelekes
@olumideidowu
@wbg_environment
@connect4climate

Top Replied-To in G4:
@worldbankafrica
@wbg_climate
@pablosurgames
@marciakimwong
@worldbank
@dakotafiremedia
@chrisherden

Top Replied-To in G5:
@worldbank
@un
@african_crisis
@dev0211un

Top Replied-To in G6:
@worldbank

Top Replied-To in G7:
@realdonaldtrump
@mawico1938
@dwallacewells
@lagarde
@shopfloornam
@cia
@g20live
@ti_canada
@federalreserve
@sirneobranson

Top Replied-To in G8:
@who

Top Replied-To in G9:
@epa_ghana
@unuinra
@africarenewal
@unfccc

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@worldbankwater
@wbg_climate
@worldresources
@un
@pespinosac
@w
@kgeorgieva
@afdb_group
@ifc_org

Top Mentioned in G1:
@worldbank
@pespinosac
@wbg_energy
@joburggill
@wbcaribbean
@adixon_wb
@wbg_climate
@kgeorgieva
@womens_forum
@ptb_q5

Top Mentioned in G2:
@worldbank
@wbg_climate
@kgeorgieva
@timjarvisam
@ifc_org
@worldbankafrica
@aminajmohammed
@taxshe
@ukenyatta
@connect4climate

Top Mentioned in G3:
@worldbankwater
@worldbank
@worldresources
@johnrobpool
@jenniferjsara1
@h2o_stewards
@gfdrr
@jumaf3
@wriaqueduct
@wbg_climate

Top Mentioned in G4:
@worldbank
@worldresources
@wbg_climate
@gfdrr
@worldbankwater
@wbg_cities
@thegef
@unitar
@lauratuck_wb
@wbg_agriculture

Top Mentioned in G5:
@un
@w
@worldbank
@wbg_climate
@pespinosac
@ceylap_wbg
@gcf_news
@worldresources
@globalgoalsun
@worldbankwater

Top Mentioned in G6:
@worldbank
@afdb_group
@africarenewal
@hudheifaden
@bbcnews
@samawatenergy
@josamantar
@kgeorgieva
@amadouhott
@wbg_climate

Top Mentioned in G7:
@worldbank
@imfnews
@g20live
@wef
@un
@lagarde
@realdonaldtrump
@dannywijnhoud
@ewestaway
@adb_hq

Top Mentioned in G8:
@valeryridde
@who
@worldbank
@drsenait
@worl
@drwaltjohnson
@dghisham
@alexpeters
@unenvironment
@drtedros

Top Mentioned in G9:
@unfccc
@worldbank
@undp
@fao
@irena
@boad_official
@undpclimate
@unepdtu
@undpghana
@joy997fm

Top Mentioned in G10:
@fanatelevision

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@scarfizal
@nilimajumder
@honeymoongondol
@onahunttoday
@smartcityfeed
@strategicpolicy
@ruisaldanha
@ndtv
@raumunz

Top Tweeters in G1:
@marthalynneowe1
@mikecoulson48
@sufiy
@alykhansatchu
@lorettabower3
@bar_zie
@leel06lee
@quemero20
@lkafle
@made0770

Top Tweeters in G2:
@jornalistavitor
@nilimajumder
@strategicpolicy
@raumunz
@annoula64
@olumideidowu
@_kellie_wick_
@helenyg
@jdcardena_denis
@mdmuslimkhan2

Top Tweeters in G3:
@onahunttoday
@ruisaldanha
@18akgoyal
@togura04
@parvez1
@ruchir2511
@more_should
@david_indeje
@sackvillerivers
@geiru116

Top Tweeters in G4:
@batzorig2012
@aibexint
@lindadoherty4
@analyticaglobal
@veerleslegers
@shopperann68
@muhammadmonir2
@lsi_france
@climaxntn24
@dsparky120

Top Tweeters in G5:
@sandyc1772
@lalojimjuarez
@glaciarblue
@tzdiscovery
@makintamie
@ineeshadvs
@sherbah46958042
@allgringo
@berlandgroup
@deborahskyrim

Top Tweeters in G6:
@bbcnews
@dwatchnews
@teebizy
@africaupdates
@chuckdalldorf
@tamraraven
@mashanubian
@somaliweynta
@beverly_davis
@tsotsoobilove

Top Tweeters in G7:
@ndtv
@foxnews
@reuters
@skynews
@ani
@zeenews
@bbcworld
@ft
@cnn
@ajenglish

Top Tweeters in G8:
@grumpeoldman
@shab302611
@sherpayo
@king
@ilonakickbusch
@climatereality
@kaveriexpress
@harvard
@cgiar
@who

Top Tweeters in G9:
@scarfizal
@citi973
@joy997fm
@aren_benito
@encycloagora
@angeles_jurado
@evans3_w
@zoo
@undp
@sitathecheetah

Top Tweeters in G10:
@crisisdigest
@drrafiqraji
@digitaljournal
@thinktankthuto
@apogee711
@amritchhetrib
@econ_cl
@udit_eco
@whthome
@clime_it


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