Worldbank (environment OR climate OR warming OR ecological OR planet OR global), Twitter, 11/8/2021 5:16:34 PM, 265860


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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2021-11-08_08-46-37.
Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2021-11-08_08-46-37.
From:
NodeXLExcelAutomator
Uploaded on:
November 08, 2021
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL https://bit.ly/3o2EgV6
@worldbank
@trf_climate
@wbg_climate
@ifc_org
@worldbankwater
@worldbankafrica
@cop26
@advocatemahere
@alfonsolangle
@maxcroser

Top hashtags:
#cop26

Description:
Description
The graph represents a network of 5,333 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, 08 November 2021 at 16:55 UTC.

The requested start date was Monday, 08 November 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 13-day, 7-hour, 56-minute period from Monday, 25 October 2021 at 16:46 UTC to Monday, 08 November 2021 at 00:43 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 : 5333
Unique Edges : 5539
Edges With Duplicates : 14765
Total Edges : 20304
Number of Edge Types : 5
Retweet : 5557
MentionsInRetweet : 9612
Mentions : 4106
Replies to : 359
Tweet : 670
Self-Loops : 712
Reciprocated Vertex Pair Ratio : 0.0216037368625924
Reciprocated Edge Ratio : 0.0422937702419508
Connected Components : 196
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 4940
Maximum Edges in a Connected Component : 19785
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.096478
Graph Density : 0.000369185677255616
Modularity : 0.368792
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,333 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, 08 November 2021 at 16:55 UTC.

The requested start date was Monday, 08 November 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 13-day, 7-hour, 56-minute period from Monday, 25 October 2021 at 16:46 UTC to Monday, 08 November 2021 at 00:43 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:
[47] https://www.worldbank.org/en/topic/climatechange/publication/world-bank-group-cop26-climate-briefs
[39] https://www.theguardian.com/commentisfree/2021/oct/28/world-bank-failing-humanity-climate-crisis-fossil-fuels-cop26
[28] https://www.worldbank.org/en/region/sar/publication/south-asia-climate-roadmap
[26] https://blogs.worldbank.org/voices/taking-action-world-bank-groups-climate-priorities?cid=ECR_TT_worldbank_EN_EXT
[25] https://www.worldbank.org/en/news/feature/2021/10/31/cop26-the-world-is-watching
[23] https://live.worldbank.org/wbgatcop26
[22] https://www.worldbank.org/en/region/afr/publication/climate-migration-in-africa-how-to-turn-the-tide
[19] https://blogs.worldbank.org/opendata/better-jobs-indicators-development
[18] https://worldbank.org/cwon
[15] https://fb.watch/8TzDhuiTYk/

Top URLs in Tweet in G1:
[27] https://www.theguardian.com/commentisfree/2021/oct/28/world-bank-failing-humanity-climate-crisis-fossil-fuels-cop26
[11] https://www.worldbank.org/en/news/factsheet/2021/10/29/10-things-you-didn-t-know-about-the-world-bank-group-s-work-on-climate?cid=ECR_TT_worldbank_EN_EXT
[9] https://live.worldbank.org/making-climate-action-count?cid=ECR_TT_worldbank_EN_EXT
[8] https://blogs.worldbank.org/voices/taking-action-world-bank-groups-climate-priorities?cid=ECR_E_NewsletterWeekly_EN_EXT
[6] https://www.worldbank.org/annualreport?cid=ECR_TT_worldbank_EN_EXT
[6] https://www.coindesk.com/business/2021/11/05/chia-network-to-develop-prototype-for-world-banks-climate-warehouse/
[5] https://www.worldbank.org/en/topic/climatechange/publication/world-bank-group-cop26-climate-briefs?cid=ECR_TT_worldbank_EN_EXT
[4] https://blogs.worldbank.org/voices/taking-action-world-bank-groups-climate-priorities?cid=ECR_TT_worldbank_EN_EXT
[4] https://blogs.worldbank.org/voices/just-transition-away-coal-vital-people-and-planet?cid=ECR_TT_worldbank_EN_EXT
[4] https://www.worldbank.org/en/news/video/2019/12/02/the-world-bank-group-climate-warehouse

Top URLs in Tweet in G2:
[27] https://www.worldbank.org/en/topic/climatechange/publication/world-bank-group-cop26-climate-briefs
[17] https://www.worldbank.org/en/region/sar/publication/south-asia-climate-roadmap
[15] https://worldbank.org/cwon
[14] https://www.worldbank.org/en/news/feature/2021/10/31/cop26-the-world-is-watching
[13] https://blogs.worldbank.org/voices/taking-action-world-bank-groups-climate-priorities?cid=ECR_TT_worldbank_EN_EXT
[13] https://www.worldbank.org/en/news/factsheet/2021/10/29/10-things-you-didn-t-know-about-the-world-bank-group-s-work-on-climate?cid=ccg_tt_climatechange_en_ext
[11] https://live.worldbank.org/wbgatcop26
[11] https://live.worldbank.org/cop26-climate-smart-mobility-where-to-invest?cid=tai_tt_transport_en_ext
[10] https://live.worldbank.org/making-climate-action-count?cid=ccg_tt_climatechange_en_ext
[9] https://blogs.worldbank.org/climatechange/when-poverty-meets-climate-change-critical-challenge-demands-cross-cutting-solutions

Top URLs in Tweet in G3:
[1] https://twitter.com/WIBFtweets/status/1455826121480712197
[1] https://www.worldbank.org/en/news/feature/2021/11/03/for-a-just-transition-away-from-coal-people-must-be-at-the-center?cid=ccg_tt_climatechange_en_ext
[1] https://www.lucascometto.com/cascadia-vancouver-island
[1] https://www.heraldscotland.com/news/18270734.14m-trees-cut-scotland-make-way-wind-farms/

Top URLs in Tweet in G4:
[8] https://www.worldbank.org/en/topic/climatechange/publication/world-bank-group-cop26-climate-briefs
[8] https://www.worldbank.org/en/region/sar/publication/south-asia-climate-roadmap
[7] https://blogs.worldbank.org/endpovertyinsouthasia/roadmap-deliver-green-inclusive-and-resilient-recovery-south-asia
[3] https://blogs.worldbank.org/opendata/better-jobs-indicators-development
[3] https://www.ifc.org/wps/wcm/connect/CORP_EXT_Content/IFC_External_Corporate_Site/Annual+Report/?cid=IFC_TT_IFC_EN_EXT
[3] https://live.worldbank.org/wbgatcop26
[2] https://live.worldbank.org/cop26-power-transform-leveraging-sustainable-finance-energy-transition?CID=IFC_TT_IFC_EN_EXT
[2] https://blogs.worldbank.org/voices/taking-action-world-bank-groups-climate-priorities?cid=ECR_TT_worldbank_EN_EXT
[2] https://live.worldbank.org/cop26-power-transform-leveraging-sustainable-finance-energy-transition
[2] https://www.worldbank.org/en/news/feature/2021/10/31/cop26-the-world-is-watching

Top URLs in Tweet in G5:
[3] https://twitter.com/WHO/status/1456291305340944391?s=20
[3] https://twitter.com/WHO/status/1456290147755036672?s=20
[3] https://blogs.worldbank.org/climatechange/147-billion-people-face-flood-risk-worldwide-over-third-it-could-be-devastating
[2] https://www.who.int/news/item/28-10-2021-new-act-accelerator-strategy-calls-investment
[2] https://docs.google.com/forms/d/e/1FAIpQLSewMAY-NiapcpBeQn-Insn2_x2GEGlG3xGYYSAAc_hTeDUZ0A/viewform
[2] https://www.cfr.org/blog/can-earthquake-world-bank-rattle-imf-too
[2] https://www.youtube.com/watch?v=00zJHhYWhQk&feature=youtu.be

[1] https://www.worldbank.org/en/news/factsheet/2021/10/29/10-things-you-didn-t-know-about-the-world-bank-group-s-work-on-climate?cid=ccg_tt_climatechange_en_ext
[1] https://voelkerrechtsblog.org/the-future-of-climate-refugees-in-international-law/
[1] https://www.infomigrants.net/en/post/35222/greatest-challenge-to-human-rights--un-demands-support-for-rising-number-of-environmental-migrants

Top URLs in Tweet in G6:
[4] https://www.theguardian.com/commentisfree/2021/oct/19/climate-crisis-factory-farming-paris-climate-un
[3] https://bit.ly/3w2dEHB
[3] https://moderndiplomacy.eu/2021/10/31/global-wars-of-the-mindsets-take-it-or-leave-it/
[2] https://www.financialprotectionforum.org/blog/piloting-the-next-generation-analytics-for-climate-related-financial-resilience-of-critical
[1] https://finance.yahoo.com/news/big-banks-havent-quit-fossil-040109473.html
[1] https://www.worldbank.org/en/news/feature/2021/11/03/for-a-just-transition-away-from-coal-people-must-be-at-the-center
[1] https://3waryu2g9363hdvii1ci666p-wpengine.netdna-ssl.com/wp-content/uploads/sites/86/2021/11/Riverscope-Climate-Assessment_Final-compressed.pdf
[1] https://www.youtube.com/watch?v=GuHWLdYiKV4

[1] https://digital4sustainability.atingi.org/climate/
[1] https://twitter.com/annatation/status/1455894397640495110

Top URLs in Tweet in G7:
[6] https://www.worldbank.org/en/region/afr/publication/climate-migration-in-africa-how-to-turn-the-tide
[4] https://live.worldbank.org/wbgatcop26
[3] https://blogs.worldbank.org/climatechange/green-recovery-dialogue-aims-spur-climate-ambition
[3] https://blogs.worldbank.org/voices/taking-action-world-bank-groups-climate-priorities?cid=ECR_TT_worldbank_EN_EXT
[3] https://www.worldbank.org/en/news/feature/2021/08/23/going-with-the-flow-water-s-role-in-global-migration?CID=WAT_TT_Water_EN_EXT
[2] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=WAT_TT_Water_EN_EXT
[2] http://wrld.bg/Sdx050FjrBN
[2] https://www.worldbank.org/en/news/infographic/2021/09/13/groundswell-acting-on-internal-climate-migration
[2] http://wrld.bg/pkYK50GzSf9
[2] https://www.worldbank.org/en/topic/water/publication/an-epic-response-innovative-governance-for-flood-and-drought-risk-management?cid=watt_tt_water_en_ext

Top URLs in Tweet in G8:
[4] https://chathamhouse.cplus.live/sign-up/chatham-house-climate-risk-and-security-pavilion
[3] https://chathamhouse.zoom.us/webinar/register/WN_7sx1xB-OQCuVwSNMj1WWDw
[2] https://twitter.com/CH_Environment/status/1455525682289721353
[1] https://ieg.worldbankgroup.org/podcast/learning-frontlines-adapting-climate-change?utm_source=Episode1&utm_medium=twitter&utm_campaign=IEGPodcast
[1] https://worldbank.org/cwon
[1] https://www.worldbank.org/en/news/feature/2021/09/14/how-can-cities-work-with-nature-to-tackle-climate-change-biodiversity-loss?cid=SURR_TT_WBGCities_EN_EXT
[1] https://twitter.com/i/broadcasts/1ZkKzbPLgZRKv
[1] https://chathamhouse.cplus.live/event/chatham-house-climate-risk-and-security-pavilion
[1] https://blogs.worldbank.org/eastasiapacific/indonesias-green-belt-mangroves-local-and-global-benefits?cid=eap_tt_indonesia_id_ext
[1] https://blogs.worldbank.org/id/eastasiapacific/pekerjaan-manufaktur-di-industri-global-sebagai-pendorong-utama-penciptaan-lapangan?cid=eap_tt_indonesia_id_ext

Top URLs in Tweet in G9:
[3] https://www.theguardian.com/environment/2021/nov/02/world-leaders-announce-plan-to-make-green-tech-cheaper-than-alternatives
[3] https://www.worldbank.org/en/country/india/publication/catalyzing-clean-air-in-india?SAR_twitter_India_EN_EXTP
[3] https://www.worldbank.org/en/news/feature/2021/10/31/cop26-the-world-is-watching
[3] https://www.worldbank.org/en/region/sar/publication/south-asia-climate-roadmap
[2] https://www.gov.uk/government/news/pm-launches-new-initiative-to-take-green-industrial-revolution-global
[2] https://live.worldbank.org/wbgatcop26
[1] https://www.theguardian.com/commentisfree/2021/oct/28/world-bank-failing-humanity-climate-crisis-fossil-fuels-cop26
[1] https://twitter.com/GreenFundRw/status/1456634312439353349
[1] https://www.worldbank.org/en/country/india/publication/catalyzing-clean-air-in-india
[1] https://blogs.worldbank.org/voices/fixing-food-finance-heal-planet

Top URLs in Tweet in G10:
[1] https://bit.ly/3CqwGd9
[1] https://twitter.com/UNEP/status/1452997562752020494
[1] https://live.worldbank.org/cop26-green-recovery-dialogue-fiscal-innovations
[1] https://live.worldbank.org/cop26-value-nature-people-and-planet?cid=env_tt_environment_en_ext
[1] https://twitter.com/WBG_Environment/status/1456252430295961609
[1] https://german-climate-pavilion.de/register
[1] https://sutp.org/publications/sutp-module-5f-adapting-urban-transport-to-climate-change-ed-2/
[1] https://www.worldbank.org/en/region/afr/publication/climate-migration-in-africa-how-to-turn-the-tide
[1] https://www.youtube.com/watch?v=qh2-ZrB0j7E

[1] https://www.eib.org/en/publications-research/economics/conferences-networks/vienna-initiative/index.htm

Top Domains
Top Domains in Tweet in Entire Graph:
[1151] worldbank.org
[161] twitter.com
[77] wrld.bg
[54] theguardian.com
[23] miragenews.com
[21] youtube.com
[15] fb.watch
[14] euractiv.com
[12] bit.ly
[11] zoom.us

Top Domains in Tweet in G1:
[177] worldbank.org
[33] twitter.com
[29] theguardian.com
[6] coindesk.com
[3] un.org
[3] ft.com
[3] youtube.com
[2] devex.com
[2] ac.uk
[2] bloomberg.com

Top Domains in Tweet in G2:
[571] worldbank.org
[54] wrld.bg
[43] twitter.com
[5] bit.ly
[4] brookings.edu
[3] pvmarquez.com
[3] youtube.com
[3] climateinvestmentfunds.org
[3] worldbankgroup.org
[2] ft.com

Top Domains in Tweet in G3:
[1] twitter.com
[1] worldbank.org
[1] lucascometto.com
[1] heraldscotland.com

Top Domains in Tweet in G4:
[51] worldbank.org
[3] ifc.org
[2] wrld.bg
[1] mt5.com
[1] twitter.com
[1] fiverr.com
[1] youtube.com

Top Domains in Tweet in G5:
[15] twitter.com
[6] worldbank.org
[4] who.int
[3] youtube.com
[2] google.com
[2] cfr.org
[1] voelkerrechtsblog.org
[1] infomigrants.net
[1] ejfoundation.org
[1] unhcr.org

Top Domains in Tweet in G6:
[5] theguardian.com
[3] bit.ly
[3] moderndiplomacy.eu
[2] worldbank.org
[2] financialprotectionforum.org
[2] cnbc.com
[1] yahoo.com
[1] netdna-ssl.com
[1] youtube.com
[1] atingi.org

Top Domains in Tweet in G7:
[49] worldbank.org
[9] wrld.bg
[1] ifc.org
[1] indianexpress.com
[1] unctad.org
[1] twitter.com
[1] iied.org
[1] pathable.com
[1] waterforclimate.net

Top Domains in Tweet in G8:
[11] worldbank.org
[7] twitter.com
[5] cplus.live
[3] zoom.us
[1] worldbankgroup.org
[1] politybooks.com
[1] german-climate-pavilion.de
[1] edhec.edu
[1] linkedin.com
[1] google.com

Top Domains in Tweet in G9:
[18] worldbank.org
[4] theguardian.com
[2] gov.uk
[2] twitter.com
[2] saurenergy.com
[2] globalbihari.com
[1] barandbench.com
[1] citynews.ca
[1] forbes.com
[1] youtube.com

Top Domains in Tweet in G10:
[8] twitter.com
[7] worldbank.org
[2] theguardian.com
[2] afrik21.africa
[2] climatecompatiblegrowth.com
[1] bit.ly
[1] german-climate-pavilion.de
[1] sutp.org
[1] youtube.com
[1] eib.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1264] cop26
[380] climatechange
[303] climateactionwbg
[148] didyouknow
[141] climate
[135] worldbank
[113] netzero
[110] covid19
[96] climateaction
[88] justtransition



Top Hashtags in Tweet in G1:
[263] cop26
[59] didyouknow
[42] climatechange
[38] lesotho
[31] climateactionwbg
[29] justtransition
[27] climatecrisis
[18] covid19
[15] climate
[14] voicesforclimate

Top Hashtags in Tweet in G2:
[554] cop26
[215] climateactionwbg
[157] climatechange
[81] didyouknow
[66] cwon2021
[59] covid19
[51] climate
[50] justtransition
[46] southasia
[46] climateaction

Top Hashtags in Tweet in G3:
[6] climatechange
[1] cop26
[1] millions
[1] trees
[1] windfarms

Top Hashtags in Tweet in G4:
[164] cop26
[103] netzero
[27] jordan
[26] climateactionwbg
[25] uganda
[19] southasia
[8] meetingthemoment
[7] resilientrecovery
[7] climate
[5] climatechange

Top Hashtags in Tweet in G5:
[20] covid19
[19] cop26
[15] climatechange
[11] decentwork
[6] climatecrisis
[4] china
[3] greenwash
[3] climateaction
[3] worldbank
[3] esg

Top Hashtags in Tweet in G6:
[12] cop26
[4] worldbank
[3] climatecrisis
[3] climatechange
[3] charbonneau
[3] africa
[3] isdb
[3] digitization
[3] iccwbo
[3] unido

Top Hashtags in Tweet in G7:
[52] cop26
[33] climatechange
[18] groundswell
[18] saudiarabia
[18] tourism
[18] sgtc
[14] climateaction
[11] climateactionwbg
[9] sdgs
[7] yemen

Top Hashtags in Tweet in G8:
[34] cop26
[9] dyk
[9] mangroves
[9] naturepositive
[7] climateaction
[6] folurimpact
[6] climatechange
[4] chatcop26
[4] gpw
[4] peace

Top Hashtags in Tweet in G9:
[17] cop26
[12] india
[11] climatechange
[9] southasia
[8] coal
[8] oil
[8] gas
[5] climatecrisis
[5] warning
[5] dictator

Top Hashtags in Tweet in G10:
[27] cop26
[8] energytransition
[8] stopfundingfossils
[7] regionalriskpools
[5] viennainitiative
[5] climate
[4] cop26glasgow
[3] naturalcapital
[2] cleancooking
[2] sdg7

Top Words
Top Words in Tweet in Entire Graph:
[4066] climate
[3977] worldbank
[1299] world
[1262] #cop26
[1240] global
[1210] change
[924] more
[811] action
[802] countries
[698] bank

Top Words in Tweet in G1:
[1620] worldbank
[1193] climate
[557] world
[343] bank
[309] change
[263] #cop26
[230] development
[226] energy
[220] global
[194] action

Top Words in Tweet in G2:
[1871] climate
[1289] worldbank
[554] #cop26
[524] change
[473] wbg_climate
[430] countries
[417] action
[345] global
[337] more
[334] world

Top Words in Tweet in G3:
[249] trf_climate
[248] more
[245] forests
[244] carbon
[243] tonnes
[243] year
[243] country
[242] cover
[242] 72
[242] 73

Top Words in Tweet in G4:
[234] ifc_org
[230] ù
[188] ø
[177] climate
[164] #cop26
[144] worldbank
[127] world
[114] join
[106] reduction
[106] ambitious

Top Words in Tweet in G5:
[146] worldbank
[87] drtedros
[77] global
[58] thegpmb
[44] shortage
[40] actaccelerator
[35] imfnews
[25] action
[24] strategy
[24] pandemic

Top Words in Tweet in G6:
[38] worldbank
[23] potus
[19] gretathunberg
[18] un_women
[17] uniofoxford
[16] g20org
[15] global
[15] elysee
[15] vonderleyen
[15] speakerpelosi

Top Words in Tweet in G7:
[169] water
[147] worldbankwater
[129] climate
[67] worldbank
[61] global
[57] people
[52] #cop26
[46] billion
[44] learn
[42] change

Top Words in Tweet in G8:
[76] worldbank
[66] climate
[42] trade
[34] #cop26
[26] unep
[25] global
[23] thegef
[22] itcnews
[21] wto
[18] chathamhouse

Top Words in Tweet in G9:
[43] climate
[43] worldbank
[29] part
[28] announced
[27] change
[24] initiative
[24] india
[23] green
[23] joint
[21] uk

Top Words in Tweet in G10:
[48] worldbank
[38] climate
[38] global
[33] energy
[27] #cop26
[20] people
[19] rockefellerfdn
[19] planet
[18] requires
[17] redesign

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1114] climate,change
[543] world,bank
[355] climate,action
[332] worldbank,group
[255] each,year
[249] forests,cover
[249] cover,72
[249] 72,73
[249] 73,bhutan
[249] bhutan,absorb

Top Word Pairs in Tweet in G1:
[279] climate,change
[217] world,bank
[173] according,worldbank
[161] climate,friendly
[161] friendly,development
[161] development,highest
[161] highest,world
[160] worldbank,pakistan
[160] pakistan,climate
[158] prime,minister

Top Word Pairs in Tweet in G2:
[492] climate,change
[234] worldbank,group
[196] world,bank
[175] climate,action
[142] learn,more
[130] climate,development
[117] #cop26,climate
[108] developing,countries
[104] climate,briefs
[104] climate,finance

Top Word Pairs in Tweet in G3:
[242] forests,cover
[242] cover,72
[242] 72,73
[242] 73,bhutan
[242] bhutan,absorb
[242] absorb,more
[242] more,9m
[242] 9m,tonnes
[242] tonnes,carbon
[242] carbon,each

Top Word Pairs in Tweet in G4:
[104] join,virtual
[103] #cop26,world
[103] world,making
[103] making,ambitious
[103] ambitious,2030
[103] 2030,emission
[103] emission,reduction
[103] reduction,targets
[103] targets,reach
[103] reach,#netzero

Top Word Pairs in Tweet in G5:
[58] drtedros,worldbank
[58] worldbank,thegpmb
[22] thegpmb,shortage
[22] shortage,reports
[22] reports,reviews
[22] reviews,recommendations
[22] recommendations,shortage
[22] shortage,action
[19] global,health
[19] imfnews,g20org

Top Word Pairs in Tweet in G6:
[15] g20org,potus
[15] potus,elysee
[15] elysee,vonderleyen
[15] vonderleyen,speakerpelosi
[15] speakerpelosi,vp
[15] vp,un_women
[15] un_women,un4youth
[15] un4youth,gretathunberg
[15] gretathunberg,malala
[15] malala,harvard

Top Word Pairs in Tweet in G7:
[38] climate,change
[28] water,scarcity
[28] water,stress
[22] worldbankwater,water
[18] congratulations,#saudiarabia
[18] #saudiarabia,sustainable
[18] sustainable,global
[18] global,#tourism
[18] #tourism,center
[18] center,#sgtc

Top Word Pairs in Tweet in G8:
[12] itc,#cop26
[12] #cop26,unep
[12] unep,worldbank
[12] worldbank,unctad
[12] unctad,wto
[12] wto,leaders
[12] leaders,trade
[12] trade,environment
[12] environment,convene
[11] convene,chathamhouse

Top Word Pairs in Tweet in G9:
[27] climate,change
[21] ggi,osowog
[17] part,uk
[17] uk,india
[17] india,bilateral
[17] bilateral,cooperation
[17] cooperation,joint
[17] joint,governance
[17] governance,structure
[17] structure,announced

Top Word Pairs in Tweet in G10:
[17] requires,redesign
[17] redesign,ways
[17] ways,energy
[17] energy,produced
[17] produced,consumed
[17] consumed,financed
[17] people,planet
[16] financed,read
[13] global,energy
[13] climate,change

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@mari_pangestu
@wbg_climate
@abidsuleri
@ifc_org
@drtedros
@g20org
@davidmalpasswbg
@trf_climate
@wbg_environment

Top Replied-To in G1:
@worldbank
@wbg_climate
@paulford
@shibu_t1000
@joethw8s
@heyilin9
@jerrybrito
@a1loette
@kylelogiks
@varavemuru

Top Replied-To in G2:
@mari_pangestu
@wbg_climate
@worldbank
@davidmalpasswbg
@wbg_environment
@axelvt_wb
@enquest_
@cif_action
@joannammeyer
@afdb_group

Top Replied-To in G3:
@trf_climate
@malkym0
@rulebylogic

Top Replied-To in G4:
@ifc_org
@noiweala

Top Replied-To in G5:
@drtedros
@dorothyskrytek
@who
@ilankelman
@thisisreckitt
@zariyand
@oecd_env
@ukcgfi
@wbg_poverty
@usaid

Top Replied-To in G6:
@g20org
@worldbank
@rainforestnorw
@nationafrica
@renzoguinto
@potus
@drpjsullivan
@thestarkenya
@intlrivers
@clawsy1

Top Replied-To in G7:
@worldbank
@feridbelhaj
@connect4climate
@ipur_nus

Top Replied-To in G8:
@ch_environment
@restoreforward
@cascades_eu
@steve_peel
@statedept
@fair_pakistan

Top Replied-To in G9:
@borisjohnson
@manusri_iitd
@byadavbjp
@africa_conf
@ddindialive

Top Replied-To in G10:
@mari_pangestu
@rajshah
@eib
@leobeltranr

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@cop26
@ifc_org
@davidmalpasswbg
@trf_climate
@worldbankafrica
@mari_pangestu
@worldbankwater
@axelvt_wb

Top Mentioned in G1:
@worldbank
@imrankhanpti
@chia_project
@pakpmo
@foe_us
@trendasia_org
@wbg_climate
@ptiofficial
@worldbankafrica
@coindesk

Top Mentioned in G2:
@worldbank
@wbg_climate
@cop26
@davidmalpasswbg
@mari_pangestu
@axelvt_wb
@worldbankafrica
@wbg_ida
@wbg_energy
@connect4climate

Top Mentioned in G3:
@trf_climate
@worldbank
@equalitynow
@scotgov
@foe_us
@imfnews
@amandas_shoes
@maui_ccl
@wbg_climate

Top Mentioned in G4:
@ifc_org
@worldbank
@wbg_climate
@ifc_southasia
@davidmalpasswbg
@svonfriedeburg
@spimentaifc
@diop_ifc
@hartwigschafer

Top Mentioned in G5:
@worldbank
@who
@drtedros
@thegpmb
@imfnews
@actaccelerator
@g20org
@wbg_climate
@jonasgahrstore
@unicef

Top Mentioned in G6:
@worldbank
@potus
@gretathunberg
@un_women
@uniofoxford
@elysee
@vonderleyen
@speakerpelosi
@vp
@un4youth

Top Mentioned in G7:
@worldbankwater
@worldbank
@thegwsp
@wbg_climate
@feridbelhaj
@gfdrr
@cop26
@jenniferjsara1
@iexpressscience

Top Mentioned in G8:
@worldbank
@unep
@thegef
@wto
@chathamhouse
@itcnews
@unctad
@ungreeneconomy
@eu_commission
@banquedefrance

Top Mentioned in G9:
@worldbank
@isolaralliance
@borisjohnson
@cop26
@worldbankindia
@ukinindia
@abhaskjha
@gdc_newdelhi
@ddindialive
@africa_conf

Top Mentioned in G10:
@worldbank
@rockefellerfdn
@bmz_bund
@selwinhart
@energyalliance
@seforallorg
@rajshah
@eib
@bmz_climate

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@cybersec_feeds
@chidambara09
@sahelhkj
@geoffrey_payne
@zolangegonzalez
@john1966olsen
@hiruandon89
@raumunz
@viralvideovlogs

Top Tweeters in G1:
@viralvideovlogs
@glasgow_watch
@johangreg
@business
@christinejameis
@salman0800
@canisgallicus
@bad_woof
@kwame_agyei
@net2ayurveda

Top Tweeters in G2:
@filafresh
@sahelhkj
@geoffrey_payne
@john1966olsen
@dancas2
@dev_discourse
@lalojimjuarez
@avonan
@akramchishti2
@dudeneyn

Top Tweeters in G3:
@samhainnight
@astraea_styx
@ken_crichlow
@pqpolitics
@kimpy123
@janiecestaton
@joanpennnative
@journeyproducti
@glynmoody
@pppatticake

Top Tweeters in G4:
@zolangegonzalez
@raumunz
@dhinakaranrajan
@amuraovonn
@hnnahh333
@al_maldives
@gezgintrk
@twtsmh
@gadiooumoul
@eldokshe

Top Tweeters in G5:
@justiceoutcry
@jfsebastian146
@ishagshafeeg
@gadflyquebec
@onomsalam2pas
@shuvankr
@cecalli_helper
@monitor_ph
@remirol1956
@globalcitizenln

Top Tweeters in G6:
@nationafrica
@bbcnews
@cnbc
@mcm_ct
@thestarkenya
@hrw
@comedycentral
@twodrunkmonkies
@erickbishopz
@ftfinancenews

Top Tweeters in G7:
@indianexpress
@okonemariam
@alanlsg
@rf_jenkins
@vetrepreneurone
@djriveraros
@xnaifx90
@lsi_france
@vats_26
@jandegoei

Top Tweeters in G8:
@wwf
@etribune
@eco1start
@arnold_azumah
@thenews_intl
@biancajagger
@wj3kdz8txpfykrc
@turgut_guliyev
@kn91203336
@dominicdsmith

Top Tweeters in G9:
@reuters
@ani
@viralvm69
@wsj
@1967anil
@ap
@kingpraveena
@guardiannews
@alinedobbie
@ddnewslive

Top Tweeters in G10:
@emersonfan1
@stabbytosavit
@gonzo_30531
@computerbugg
@coweedorothy
@macarmen58
@ipsnews
@adb_hq
@ralienbekkers
@ericjgreenberg1


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