Worldbank (environment OR climate OR warming OR ecological OR planet OR global), Twitter, 12/17/2019 3:26:50 AM, 218952


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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-12-16_09-45-41.
Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-12-16_09-45-41.
From:
NodeXLExcelAutomator
Uploaded on:
December 17, 2019
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL http://bit.ly/2suXsC6
@worldbank
@wbg_climate
@worldbankwater
@xrebeldc
@antgrasso
@hartwigschafer
@kingthobelanin
@ravikikan
@cgiarclimate
@juliebabyar

Top hashtags:
#cop25

Description:
Description
The graph represents a network of 4,552 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, 16 December 2019 at 17:47 UTC.

The requested start date was Monday, 16 December 2019 at 01:01 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, 13-hour, 42-minute period from Monday, 02 December 2019 at 11:09 UTC to Monday, 16 December 2019 at 00:51 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 : 4552
Unique Edges : 6941
Edges With Duplicates : 2778
Total Edges : 9719
Number of Edge Types : 3
Mentions : 9072
Tweet : 457
Replies to : 190
Self-Loops : 457
Reciprocated Vertex Pair Ratio : 0.0189383835689517
Reciprocated Edge Ratio : 0.0371727748691099
Connected Components : 164
Single-Vertex Connected Components : 108
Maximum Vertices in a Connected Component : 4229
Maximum Edges in a Connected Component : 9377
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.313672
Graph Density : 0.000368794359106846
Modularity : 0.584644
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 4,552 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, 16 December 2019 at 17:47 UTC.

The requested start date was Monday, 16 December 2019 at 01:01 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, 13-hour, 42-minute period from Monday, 02 December 2019 at 11:09 UTC to Monday, 16 December 2019 at 00:51 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:
[76] http://wrld.bg/kmf230pXAcf
[59] https://www.worldbank.org/en/news/press-release/2019/12/13/global-community-renews-commitment-to-the-worlds-poorest-countries-with-82-billion?cid=ECR_TT_worldbank_EN_EXT
[33] https://blogs.worldbank.org/opendata/new-target-takes-aim-global-learning-crisis?cid=ECR_TT_worldbank_EN_EXT
[31] https://www.worldbank.org/en/news/press-release/2019/12/13/global-community-renews-commitment-to-the-worlds-poorest-countries-with-82-billion
[19] https://www.worldbank.org/en/publication/wdr2020
[18] https://live.worldbank.org/end-era-global-value-chains-trade-development?cid=ECR_TT_worldbank_EN_EXT
[17] https://www.worldbank.org/en/news/feature/2019/12/01/supporting-countries-to-act-on-climate?CID=CCG_TT_climatechange_EN_EXT
[17] https://live.worldbank.org/ending-shell-game
[16] https://blogs.worldbank.org/sustainablecities/how-does-world-bank-initiate-rapid-response-climate-related-disasters?cid=ECR_TT_worldbank_EN_EXT
[15] https://blogs.worldbank.org/voices/its-time-redefine-what-it-means-be-farmer-21st-century?cid=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G1:
[23] https://blogs.worldbank.org/opendata/new-target-takes-aim-global-learning-crisis?cid=ECR_TT_worldbank_EN_EXT
[21] https://www.worldbank.org/en/news/press-release/2019/12/13/global-community-renews-commitment-to-the-worlds-poorest-countries-with-82-billion?cid=ECR_TT_worldbank_EN_EXT
[14] https://live.worldbank.org/end-era-global-value-chains-trade-development?cid=ECR_TT_worldbank_EN_EXT
[10] https://www.worldbank.org/en/news/feature/2019/12/01/supporting-countries-to-act-on-climate?cid=ECR_TT_worldbank_EN_EXT
[10] https://blogs.worldbank.org/voices/its-time-redefine-what-it-means-be-farmer-21st-century?cid=ECR_TT_worldbank_EN_EXT
[10] https://www.worldbank.org/en/news/press-release/2019/12/13/global-community-renews-commitment-to-the-worlds-poorest-countries-with-82-billion?cid=SHR_SitesShareTT_EN_EXT
[9] https://www.worldbank.org/en/news/press-release/2019/12/13/global-community-renews-commitment-to-the-worlds-poorest-countries-with-82-billion?cid=ECR_E_NewsletterWeekly_EN_EXT
[5] https://www.worldbank.org/en/news/press-release/2019/12/13/global-community-renews-commitment-to-the-worlds-poorest-countries-with-82-billion
[4] https://www.theguardian.com/environment/2019/dec/10/world-bank-urged-to-rethink-investment-in-one-of-brazils-big-beef-companies
[4] https://www.worldbank.org/en/news/feature/2019/12/01/supporting-countries-to-act-on-climate?cid=SHR_SitesShareTT_EN_EXT

Top URLs in Tweet in G2:
[65] http://wrld.bg/kmf230pXAcf
[28] https://www.worldbank.org/en/news/press-release/2019/12/13/global-community-renews-commitment-to-the-worlds-poorest-countries-with-82-billion?cid=ECR_TT_worldbank_EN_EXT
[18] https://www.worldbank.org/en/news/press-release/2019/12/13/global-community-renews-commitment-to-the-worlds-poorest-countries-with-82-billion
[13] https://blogs.worldbank.org/sustainablecities/how-does-world-bank-initiate-rapid-response-climate-related-disasters?cid=ECR_TT_worldbank_EN_EXT
[12] http://wrld.bg/zjwp30pZplT
[9] http://wrld.bg/rz7430pZ81d
[9] http://ida.worldbank.org/theme/climate
[8] http://wrld.bg/thu530pXAl0
[7] https://blogs.worldbank.org/climatechange/listening-streets-political-economy-climate-policy?cid=SHR_BlogSiteShare_EN_EXT
[7] https://ccafs.exposure.co/bdb8ff0a929afe054d9a189fff2518d4

Top URLs in Tweet in G3:
[5] http://wrld.bg/kmf230pXAcf
[5] https://www.ilri.org/programme-for-climate-smart-livestock-systems
[2] https://www.worldbank.org/en/news/press-release/2019/12/13/global-community-renews-commitment-to-the-worlds-poorest-countries-with-82-billion?cid=ECR_TT_worldbank_EN_EXT
[2] https://twitter.com/physorg_com/status/1205146509769089025
[2] https://www.landrightsnow.org/standwithdefenders
[1] https://sdgsandher.awardsplatform.com/
[1] https://www.worldbank.org/en/news/feature/2019/12/01/supporting-countries-to-act-on-climate?CID=CCG_TT_climatechange_EN_EXT
[1] http://expi.co/01nasf
[1] https://govdocs.sinarproject.org/documents/ministry-of-natural-resources-and-environment/eia-reports/362980465-ecrl-volume-1-executive-summary.pdf/view
[1] https://twitter.com/joshuawongcf/status/1206103283254775808

Top URLs in Tweet in G4:
[11] https://live.worldbank.org/ending-shell-game
[6] http://5starinnovation.com/hamburg-g20-leaders-innovations-needed-for-better-home-loan-interest-rate-management/
[5] https://www.taxjustice.net/virtual-conference-where-next-for-global-taxing-rights/
[3] https://www.worldbank.org/en/news/press-release/2019/12/13/global-community-renews-commitment-to-the-worlds-poorest-countries-with-82-billion?cid=ECR_TT_worldbank_EN_EXT
[2] https://blogs.worldbank.org/voices/who-wants-be-development-genius?CID=ECR_TT_wblive_EN_EXT_AM2019&hootPostID=dff5072ca5fed384ca4b4d6d05cf743d
[2] https://www.imf.org/en/Topics/Environment
[1] https://trib.al/HSAT2tc
[1] https://live.worldbank.org/spring-meetings-2019-global-voices-interview-vandana-suri-saida-yusupova?cid=ECR_TT_wblive_EN_EXT&hootPostID=e12a113107bdd655a432a27bf2638349
[1] https://sdgsandher.awardsplatform.com/
[1] https://live.worldbank.org/global-voices-annual-meetings-2019?CID=ECR_TT_worldbank_EN_EXT_AM2019&hootPostID=2c16570684de99032836d206462d60c9

Top URLs in Tweet in G5:
[3] https://www.facebook.com/Connect4Climate/
[3] http://wrld.bg/aiou50xx0aC
[2] https://greeninclusiveenergy.org/2019/12/03/hivos-at-cop25-clean-cooking-for-climate/
[2] https://lnkd.in/gAxTtjm
[1] https://twitter.com/cooksalot/status/1206119616813993984
[1] https://www.tm.gov.lv/en/news/the-minister-of-justice-discusses-in-washington-efforts-of-latvia-in-combating-economic-crimes
[1] https://twitter.com/implement21/status/1205301873793806337
[1] http://blogs.worldbank.org/latinamerica/making-violence-against-women-thing-past
[1] http://wrld.bg/3qNr30pQXHO
[1] http://wrld.bg/Wavm50wlz5a

Top URLs in Tweet in G6:
[7] http://wrld.bg/fm4W305RXGh
[7] http://wrld.bg/tQ0r30mTnLY
[5] http://wrld.bg/M1Ao30o4V7C
[2] http://wrld.bg/WYkR30pSwea
[1] http://documents.worldbank.org/curated/en/289861553585222413/pdf/Knowledge-Highlights-From-the-Water-Global-Practice-2016-2019.pdf
[1] http://wrld.bg/4DV130pSy97
[1] http://wrld.bg/kmf230pXAcf
[1] http://wrld.bg/IBu950xqDhe
[1] http://wrld.bg/sjYa30pS6El
[1] http://wrld.bg/6RqH30oD8LY

Top URLs in Tweet in G7:
[9] https://openknowledge.worldbank.org/bitstream/handle/10986/29865/126579-Public-on-5-30-18-WorldBank-GenderInequality-Brief-v13.pdf?sequence=1&isAllowed=y
[4] https://www.pwc.com/gx/en/issues/economy/global-economy-watch/energy-efficient-global-economy.html
[1] http://ida.worldbank.org/results/abcs/abcs-ida-climate-change?cid=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G8:
[4] https://www.worldbank.org/en/events/2020/05/27/9th-global-affordable-housing-conference
[3] https://blogs.worldbank.org/opendata/new-target-takes-aim-global-learning-crisis
[2] https://www.worldbank.org/en/news/immersive-story/2019/11/06/a-learning-target-for-a-learning-revolution
[2] https://blogs.worldbank.org/developmenttalk/how-important-are-global-value-chains-development-read-new-wdr2020-draft-report-and?cid=ECR_TT_WorldBank_EN_EXT&hootPostID=cc0a676bde015b74bdb79f917143ac24
[2] http://wrld.bg/w3l450xqThJ
[2] http://www.worldbank.org/financialdevelopment
[2] https://openknowledge.worldbank.org/handle/10986/31430
[2] https://www.ideasforindia.in/topics/human-development/learning-environment-as-third-teacher-evidence-on-the-impact-of-school-infrastructure.html
[1] https://resourcecentre.savethechildren.net/library/working-together-close-education-financing-gap-refugee-hosting-states-joint-pledge
[1] https://www.globalpartnership.org/blog/11-reports-understand-how-achieve-sdg-4?utm_source=gpe_social_en&utm_medium=twitter_en&utm_campaign=daily_blog

Top URLs in Tweet in G9:
[1] https://thedcpost.com/washington-dc-climate-protest-traffic-shutdown/
[1] https://www.icij.org/investigations/world-bank/the-world-bank-is-still-hooked-on-fossil-fuels-despite-climate-pledge/
[1] https://www.independent.co.uk/news/world/americas/climate-change-protests-washington-spain-greta-thunberg-fridays-for-future-extinction-rebellion-a9236241.html?amp
[1] https://www.washingtonpost.com/local/climate-change-protesters-plan-to-block-downtown-dc-streets-friday-morning/2019/12/05/1d4c1a04-17a7-11ea-9110-3b34ce1d92b1_story.html
[1] https://twitter.com/EENewsUpdates/status/1203018030541934594

Top URLs in Tweet in G10:
[7] https://www.worldbank.org/en/news/feature/2019/12/01/supporting-countries-to-act-on-climate?CID=CCG_TT_climatechange_EN_EXT
[5] http://www.africariskconsulting.com/
[5] https://twinybots.ch/
[5] https://blogs.worldbank.org/opendata/new-target-takes-aim-global-learning-crisis?cid=ECR_TT_worldbank_EN_EXT
[5] https://www.worldbank.org/en/news/press-release/2019/12/13/global-community-renews-commitment-to-the-worlds-poorest-countries-with-82-billion
[4] https://www.global-lifetips.com/worldbank-consultant/
[3] https://www.worldbank.org/en/publication/wdr2020
[3] https://www.worldbank.org/en/news/press-release/2019/12/13/global-community-renews-commitment-to-the-worlds-poorest-countries-with-82-billion?cid=ECR_E_NewsletterWeekly_EN_EXT&deliveryName=DM50807#
[2] https://www.worldbank.org/en/news/feature/2019/12/01/supporting-countries-to-act-on-climate
[2] https://www.worldbank.org/en/publication/wdr2020?cid=ECR_FB_worldbank_EN_EXTP

Top Domains
Top Domains in Tweet in Entire Graph:
[655] worldbank.org
[265] wrld.bg
[82] twitter.com
[15] linkedin.com
[13] reuters.com
[12] co.uk
[11] bit.ly
[10] youtube.com
[7] facebook.com
[7] theguardian.com

Top Domains in Tweet in G1:
[174] worldbank.org
[21] wrld.bg
[17] twitter.com
[7] stat.world
[5] reuters.com
[4] theguardian.com
[4] ces.tech
[3] brookings.edu
[2] bigdatainnovationchallenge.org
[2] ifc.org

Top Domains in Tweet in G2:
[198] worldbank.org
[182] wrld.bg
[15] twitter.com
[9] bit.ly
[7] exposure.co
[4] wmo.int
[3] worldbankgroup.org
[2] mailchi.mp
[2] facebook.com
[2] imf.org

Top Domains in Tweet in G3:
[7] wrld.bg
[6] twitter.com
[5] worldbank.org
[5] ilri.org
[3] youtube.com
[2] eib.org
[2] landrightsnow.org
[1] awardsplatform.com
[1] expi.co
[1] sinarproject.org

Top Domains in Tweet in G4:
[29] worldbank.org
[6] 5starinnovation.com
[5] taxjustice.net
[3] twitter.com
[2] imf.org
[2] weforum.org
[1] trib.al
[1] awardsplatform.com
[1] wri.org
[1] uniindia.com

Top Domains in Tweet in G5:
[6] wrld.bg
[3] twitter.com
[3] worldbank.org
[3] facebook.com
[2] greeninclusiveenergy.org
[2] lnkd.in
[1] gov.lv
[1] com.ph
[1] thesimonscenter.org
[1] irap.org

Top Domains in Tweet in G6:
[27] wrld.bg
[4] worldbank.org

Top Domains in Tweet in G7:
[10] worldbank.org
[4] pwc.com

Top Domains in Tweet in G8:
[32] worldbank.org
[7] wrld.bg
[2] unhcr.org
[2] ideasforindia.in
[1] savethechildren.net
[1] globalpartnership.org
[1] bit.ly

Top Domains in Tweet in G9:
[1] thedcpost.com
[1] icij.org
[1] co.uk
[1] washingtonpost.com
[1] twitter.com

Top Domains in Tweet in G10:
[66] worldbank.org
[15] twitter.com
[5] reuters.com
[5] africariskconsulting.com
[5] twinybots.ch
[4] linkedin.com
[4] ecointernet.org
[4] global-lifetips.com
[2] wrld.bg
[2] pwc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[533] cop25
[219] climatechange
[216] worldbank
[170] ida19
[154] climate
[132] southasia
[131] water
[114] idaworks
[114] climateaction
[113] timeforaction



Top Hashtags in Tweet in G1:
[61] endpoverty
[57] southasia
[56] roadsafety
[45] climate
[44] climatemigrants
[43] cop25
[40] indigenous
[40] biodiversity
[40] ida19
[29] womenentrepreneurs

Top Hashtags in Tweet in G2:
[293] cop25
[113] ida19
[87] climatechange
[83] water
[80] timeforaction
[69] idaworks
[68] climateaction
[46] climate
[38] madrid
[32] agriculture

Top Hashtags in Tweet in G3:
[25] cop25
[14] madrid
[7] timeforaction
[5] climate
[3] ida19
[3] idaworks
[3] china
[3] development
[3] climatechange
[3] esg

Top Hashtags in Tweet in G4:
[28] cop25
[27] climatechange
[17] unitedagainstcorruption
[17] globaltaxrights
[6] mortgagestress
[6] fintech
[4] sdgsandher
[4] climateaction
[3] global
[3] wbgmeetings

Top Hashtags in Tweet in G5:
[24] cleancooking
[23] cop25
[19] climate
[16] cookingforclimate
[11] pharmaceuticals
[11] water
[11] soil
[11] zaragoza
[7] bigphilanthropy
[6] madagascar

Top Hashtags in Tweet in G6:
[48] cop25
[39] climatechange
[32] greenandgray
[22] water
[13] southasian
[12] climateiswater
[9] morocco
[8] parisagreement
[6] climatesmart
[3] timeforaction

Top Hashtags in Tweet in G7:
[56] startups
[56] economy
[9] womenintech
[5] energy
[5] energyefficiency
[5] futureofenergy
[3] hackathon4justice
[2] rt
[1] defstar5
[1] makeyourownlane

Top Hashtags in Tweet in G8:
[61] southasia
[13] refugeeforum
[13] learningcrisis
[12] bangladesh
[8] learningpoverty
[6] cop25
[5] education
[5] greenandgray
[4] inclusiveeducation
[4] idpd

Top Hashtags in Tweet in G9:
[102] worldbank
[71] divest
[6] climatechange
[3] shutdowndc
[3] divestnow
[1] fossilfree
[1] climatecrisis
[1] ill
[1] undervalued
[1] ggg

Top Hashtags in Tweet in G10:
[24] worldbank
[12] cop25
[10] climatechange
[8] timeforaction
[6] education
[5] data
[4] climate
[4] business
[3] madrid
[3] bangladesh

Top Words
Top Words in Tweet in Entire Graph:
[4169] Words in Sentiment List#1: Positive
[2506] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[111588] Non-categorized Words
[118263] Total Words
[2236] worldbank
[1512] global
[1173] climate
[1033] world
[793] countries

Top Words in Tweet in G1:
[1119] worldbank
[528] global
[289] climate
[230] countries
[209] cities
[152] world
[145] change
[143] economic
[135] investing
[118] growth

Top Words in Tweet in G2:
[489] climate
[411] world
[384] wbg_climate
[380] worldbank
[352] þ
[293] #cop25
[271] countries
[171] nearly
[164] population
[154] global

Top Words in Tweet in G3:
[127] worldbank
[74] climate
[59] countries
[58] world
[54] global
[47] supporting
[42] emissions
[39] work
[37] adapt
[36] see

Top Words in Tweet in G4:
[108] game
[107] worldbank
[107] shell
[90] global
[77] worldbanklive
[77] ending
[74] join
[71] event
[57] norm
[48] anticorruption

Top Words in Tweet in G5:
[58] worldbank
[27] health
[27] live
[24] #cleancooking
[23] #cop25
[21] development
[19] #climate
[18] today
[17] ll
[17] tomorrow

Top Words in Tweet in G6:
[175] worldbankwater
[142] water
[118] world
[110] nearly
[106] pop
[78] risk
[70] 2050
[59] scarcity
[55] half
[55] lives

Top Words in Tweet in G7:
[148] global
[136] economy
[136] become
[136] much
[136] more
[136] energy
[136] efficient
[136] further
[136] gains
[136] come

Top Words in Tweet in G8:
[74] hartwigschafer
[63] plastic
[61] global
[61] #southasia
[59] generates
[59] staggering
[59] amount
[59] waste
[59] ends
[59] ocean

Top Words in Tweet in G9:
[143] divest
[123] xrebeldc
[102] #worldbank
[71] best
[71] #divest
[71] excuse
[71] yes
[71] fund
[71] renewables
[71] vain

Top Words in Tweet in G10:
[44] global
[44] world
[31] climate
[29] countries
[21] bank
[20] #worldbank
[14] planet
[13] more
[12] #cop25
[11] report

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[339] world,bank
[307] climate,change
[287] þ,þ
[188] global,economy
[186] world,pop
[183] water,scarcity
[177] nearly,half
[177] half,world
[176] scarcity,2050
[176] 2050,nearly

Top Word Pairs in Tweet in G1:
[140] climate,change
[104] water,scarcity
[98] economic,growth
[88] worldbank,report
[81] according,worldbank
[78] global,value
[78] value,chains
[76] hinder,economic
[76] spark,conflict
[76] conflict,according

Top Word Pairs in Tweet in G2:
[287] þ,þ
[151] world,population
[138] world,bank
[119] bank,group
[84] nearly,half
[84] half,world
[84] scarcity,2050
[84] 2050,nearly
[84] nearly,20
[84] 20,world

Top Word Pairs in Tweet in G3:
[47] supporting,countries
[33] chile,morocco
[33] morocco,mali
[33] mali,see
[33] see,worldbank
[33] worldbank,supporting
[33] countries,work
[33] work,cut
[33] cut,emissions
[33] emissions,adapt

Top Word Pairs in Tweet in G4:
[107] shell,game
[77] ending,shell
[69] event,ending
[59] game,global
[57] global,norm
[56] worldbanklive,event
[48] anticorruption,day
[40] join,anticorruption
[30] end,shell
[30] game,70

Top Word Pairs in Tweet in G5:
[18] #cleancooking,#climate
[18] #climate,health
[18] health,development
[18] development,#cop25
[16] pm,cet
[16] cet,#cookingforclimate
[16] #cookingforclimate,conversation
[16] conversation,facebook
[16] facebook,live
[15] live,cop25

Top Word Pairs in Tweet in G6:
[106] world,pop
[57] water,scarcity
[55] nearly,half
[55] half,world
[55] scarcity,2050
[55] 2050,nearly
[55] nearly,20
[55] 20,world
[53] pop,lives
[53] lives,water

Top Word Pairs in Tweet in G7:
[136] global,economy
[136] economy,become
[136] become,much
[136] much,more
[136] more,energy
[136] energy,efficient
[136] efficient,further
[136] further,gains
[136] gains,come
[89] link,gt

Top Word Pairs in Tweet in G8:
[59] #southasia,generates
[59] generates,staggering
[59] staggering,amount
[59] amount,plastic
[59] plastic,waste
[59] waste,ends
[59] ends,ocean
[59] ocean,region
[58] hartwigschafer,#southasia
[25] region,iâ

Top Word Pairs in Tweet in G9:
[71] #worldbank,best
[71] best,divest
[71] divest,divest
[71] divest,#divest
[71] #divest,excuse
[71] excuse,yes
[71] yes,fund
[71] fund,renewables
[71] renewables,vain
[70] xrebeldc,#worldbank

Top Word Pairs in Tweet in G10:
[20] world,bank
[7] 82,billion
[6] climate,change
[6] global,community
[6] community,renews
[6] renews,commitment
[6] poorest,countries
[6] countries,82
[5] supporting,countries
[5] learn,more

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@meganrowling
@jkylebass
@xrebeldc
@realdonaldtrump
@wbg_climate
@jonathanwnv
@fernandoleanme
@asteiner
@antonioguterres

Top Replied-To in G1:
@worldbank
@jooeysiiu
@samehnwahba
@watchasra
@indianembassyus
@addisstandard
@gandhi_pv

Top Replied-To in G2:
@worldbank
@axelvt_wb
@asteiner
@worldresources
@wbg_climate
@rootcapital
@i_abousleiman
@ndcpartnership
@fijiag
@fijipm

Top Replied-To in G3:
@antonioguterres
@sec_enforcement
@vdombrovskis
@whurfm
@cif_action
@worldbank
@_emmanavarro
@undp
@detweetsmith
@ebrdgreen

Top Replied-To in G4:
@worldbank_ieg
@oecd
@statisticsug
@wefenergy
@ceylap_wbg
@mcm_ct
@worldbanklive
@pranjalsharma

Top Replied-To in G5:
@globalgoalsun
@womenintheworld
@techreview
@planeta_futuro
@kremlinrussia_e
@statedept
@suasnews

Top Replied-To in G8:
@gce_us

Top Replied-To in G9:
@xrebeldc
@worldbank

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@worldbankwater
@wbg_ida
@xrebeldc
@antgrasso
@worldbanklive
@un_water
@hartwigschafer
@un

Top Mentioned in G1:
@worldbank
@un_water
@amazonwatch
@drmuradpti
@ehategeka
@greenthegene
@ces
@wbg_gender
@harshshringla

Top Mentioned in G2:
@worldbank
@wbg_climate
@wbg_ida
@worldbankafrica
@cgiarclimate
@axelvt_wb
@hallegatte
@worldbankwater
@wmo
@wbg_cities

Top Mentioned in G3:
@worldbank
@un
@ifc_org
@pacja1
@adb_hq
@eib
@afdb_group
@undp
@wwf
@imfnews

Top Mentioned in G4:
@worldbank
@worldbanklive
@imfnews
@taxjusticenet
@openownership
@o
@oecd
@opengovpart
@wef
@worl

Top Mentioned in G5:
@worldbank
@who
@wbg_energy
@bloombergdotorg
@undesa
@veromanfrve
@dymphnavdl
@cleanc
@cleancooking
@sbawumia

Top Mentioned in G6:
@worldbankwater
@worldbank
@worldresources
@wwatercouncil
@soniakdunlop
@jenniferjsara1
@gfdrr
@wbg_climate
@un

Top Mentioned in G7:
@antgrasso
@ravikikan
@worldbank
@dbi_srl
@pwc
@mikequindazzi
@dohadeclaration
@africateengeeks
@lindiweem

Top Mentioned in G8:
@hartwigschafer
@worldbank
@wbg_education
@gpforeducation
@wbpubs
@educannotwait
@wbg_finance
@wor
@worldbankdata

Top Mentioned in G9:
@xrebeldc
@extinctionr
@sunrisemvmtdc
@worldbank
@marketwatch
@bevcbanks
@shutdown_dc
@xr_nyc
@fridaysfuturedc
@firedrillfriday

Top Mentioned in G10:
@iamoluwasoye
@harriso68577262

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@jornalistavitor
@oldlady12345
@market_screener
@alllibertynews
@sectest9
@hassan_k82
@rjber15
@cnbctv18live
@ecointernetdrgb

Top Tweeters in G1:
@jornalistavitor
@sectest9
@fleming77
@billnigh
@pitarampal
@princessbibirf_
@nembotavy_0101
@anselmonadir
@reuters
@dublencoigor

Top Tweeters in G2:
@tomthunkitsmind
@oldlady12345
@hassan_k82
@baarahk
@abosife2010
@aeroforceso
@kinshasaweb
@iflck
@analyticaglobal
@bwolmers

Top Tweeters in G3:
@wwf
@marconavarrolor
@ebtesam00369622
@letsroc137
@france24
@bbcworld
@peekaymila
@cnn
@europeunion
@ajenglish

Top Tweeters in G4:
@ndtv
@rvp
@business
@markplackett1
@economictimes
@foxnews
@ani
@zeenews
@bsindia
@adi7anand

Top Tweeters in G5:
@nytimes
@ap
@zimrirosas
@afp
@dw_espanol
@philipogola
@sct_mx
@techreview
@womenintheworld
@alexwodak

Top Tweeters in G6:
@newsanceandgg
@bymiguei
@hanslak
@h2ofizz
@avigalsnapir
@postnormalera
@tarundsnaol
@virginiamoigna3
@lsi_france
@sdg2030

Top Tweeters in G7:
@chidambara09
@mulher_noticia
@femtech_
@btptechsearch
@ene3112
@alternative200
@domingonarvaez1
@darioandriani
@jesirok
@majorexxt

Top Tweeters in G8:
@john1966olsen
@babun1515
@lalojimjuarez
@shahzebalvi4
@partha1270
@nafee77
@tariquekhanjave
@deodarshansing4
@jonathanotcher1
@thass283

Top Tweeters in G9:
@marketwatch
@connielnash
@onlywhitetiger
@riverasunauthor
@jansant
@lindahurrell
@alandaffern
@evans3_w
@lifeforcevibes
@drsuru

Top Tweeters in G10:
@market_screener
@ecointernetdrgb
@iam__network
@pulpmarkets
@bbcpropaganda
@brought_to_you
@masonpeterj
@soncabral
@clime_it
@adammstonny


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