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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-07-01_16-08-21. (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 02, 2019
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL http://bit.ly/2FYbD6D
@worldbank
@gopalrc_global
@wbg_climate
@adixon_wb
@drtedros
@implement21
@wbg_cities
@worldbankafrica
@gurdips1
@marcosenatore75

Top hashtags:
#niger

Description:
Description
The graph represents a network of 2,757 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, 01 July 2019 at 23:09 UTC.

The requested start date was Monday, 01 July 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, 31-minute period from Monday, 17 June 2019 at 00:30 UTC to Monday, 01 July 2019 at 00:01 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 : 2757
Unique Edges : 4077
Edges With Duplicates : 1817
Total Edges : 5894
Number of Edge Types : 3
Mentions : 5399
Replies to : 173
Tweet : 322
Self-Loops : 322
Reciprocated Vertex Pair Ratio : 0.0169452181987001
Reciprocated Edge Ratio : 0.0333257247203835
Connected Components : 135
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 2460
Maximum Edges in a Connected Component : 5582
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.27767
Graph Density : 0.00057657694650324
Modularity : 0.575789
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[62] https://www.intelstor.com/store/Global-Wind-Energy-Project-Finance-Trends-p128074612
[28] https://www.worldbank.org/en/webarchives/archive?url=http%3A%2F%2Fweb.worldbank.org%2Farchive%2Fwebsite01603%2FWEB%2FMARKET_V.HTM&mdk=435714967
[25] http://www.worldbank.org/en/news/feature/2019/06/19/lifelines-for-better-development?CID=CCG_TT_climatechange_EN_EXT_Lifelines
[19] http://www.worldbank.org/en/news/feature/2019/06/11/in-small-island-states-resilient-transport-is-providing-a-lifeline-against-disasters?CID=TAI_TT_Transport_EN_EXT
[16] https://openknowledge.worldbank.org/handle/10986/31805
[13] https://blogs.worldbank.org/voices/fighting-climate-change-planting-trees-sea?CID=ENV_TT_Environment_EN_EXT
[12] http://www.worldbank.org/en/publication/global-economic-prospects
[12] https://openknowledge.worldbank.org/handle/10986/29461
[12] http://www.worldbank.org/en/news/feature/2019/06/18/making-conservation-profitable-for-small-scale-farmers?CID=CCG_TT_climatechange_EN_EXT
[11] https://blogs.worldbank.org/voices/do-costs-global-food-system-outweigh-its-monetary-value

Top URLs in Tweet in G1:
[7] http://www.worldbank.org/en/news/feature/2019/06/11/in-small-island-states-resilient-transport-is-providing-a-lifeline-against-disasters?CID=TAI_TT_Transport_EN_EXT
[4] https://blogs.worldbank.org/voices/do-costs-global-food-system-outweigh-its-monetary-value?cid=SHR_WBLSiteShare_EN_EXT
[4] http://blogs.worldbank.org/education/learning-environment-third-teacher-evidence-impact-school-infrastructure?cid=SHR_WBLSiteShare_EN_EXT
[4] http://www.worldbank.org/en/results/2019/05/03/vietnam-sustaining-water-resources-and-building-climate-resilience
[4] http://www.worldbank.org/en/publication/human-capital
[3] https://blogs.worldbank.org/voices/fighting-climate-change-planting-trees-sea?cid=ECR_TT_WorldBank_EN_EXT
[3] https://act.priceofoil.org/sign/world-bank-president?source=sh_tw
[3] https://openknowledge.worldbank.org/handle/10986/31755
[3] http://blogs.worldbank.org/voices/tackling-most-urgent-challenges-poorest-and-most-vulnerable?cid=ECR_E_NewsletterWeekly_EN_EXT
[2] https://www.econclubny.org/?hootPostID=24a9bad34b55619fe79a868148e97f7a

Top URLs in Tweet in G2:
[25] http://www.worldbank.org/en/news/feature/2019/06/19/lifelines-for-better-development?CID=CCG_TT_climatechange_EN_EXT_Lifelines
[16] https://openknowledge.worldbank.org/handle/10986/31805
[13] https://blogs.worldbank.org/voices/fighting-climate-change-planting-trees-sea?CID=ENV_TT_Environment_EN_EXT
[11] http://www.worldbank.org/en/news/feature/2019/06/18/making-conservation-profitable-for-small-scale-farmers?CID=CCG_TT_climatechange_EN_EXT
[9] https://openknowledge.worldbank.org/handle/10986/31805?CID=CCG_TT_climatechange_EN_EXT_Lifelines
[8] https://openknowledge.worldbank.org/handle/10986/31755?CID=CCG_TT_climatechange_EN_EXT
[8] https://openknowledge.worldbank.org/handle/10986/31588
[8] http://www.worldbank.org/en/news/press-release/2019/06/12/increased-shale-oil-production-and-political-conflict-contribute-to-increase-in-global-gas-flaring
[6] http://ida.worldbank.org/ida19-brochure/
[6] http://www.worldbank.org/en/news/feature/2019/06/11/in-small-island-states-resilient-transport-is-providing-a-lifeline-against-disasters?CID=TAI_TT_Transport_EN_EXT

Top URLs in Tweet in G3:
[2] http://aidspan.org/gfo_article/global-fund-invests-40-million-facilitate-400-million-world-bank-loan-india
[1] https://blogs.worldbank.org/voices/gender-equality-unleashing-real-wealth-nations
[1] https://blogs.worldbank.org/endpovertyinsouthasia/whos-afraid-women-south-asia-many-employers
[1] https://twitter.com/drtedros/status/1143631635432300544
[1] http://blogs.worldbank.org/voices/do-costs-global-food-system-outweigh-its-monetary-value
[1] https://twitter.com/undp/status/1142092693532790785
[1] https://twitter.com/kentbuse/status/1142052611882979329
[1] https://www.who.int/sdg/global-action-plan/consultations/invitation-for-public-comment-global-action-plan-for-healthy-lives-and-well-being
[1] https://twitter.com/muhammadpate/status/1143759027358371840
[1] https://twitter.com/GPtoEndViolence/status/1143568586432286720

Top URLs in Tweet in G4:
[5] http://5starinnovation.com/hamburg-g20-leaders-innovations-needed-for-better-home-loan-interest-rate-management/
[1] https://twitter.com/antonioguterres/status/1145284177643954177
[1] https://www.imf.org/external/pubs/ft/fandd/2019/06/the-future-of-global-trade-goldberg.htm
[1] https://trib.al/HSAT2tc
[1] https://www.imf.org/en/News/Articles/2018/08/07/NA080818-India-Strong-Economy-Continues-to-Lead-Global-Growth#.W9WFa16B2Vo.twitter
[1] https://twitter.com/wtodgazevedo/status/1143198101152456706
[1] http://www.worldbank.org/en/publication/global-economic-prospects
[1] https://www.wto.org/english/res_e/booksp_e/anrep19_e.pdf
[1] http://www.citizensforfinancialjustice.org/the-new-global-debt-crisis/
[1] https://prezi.com/wqhsyev22k7y/?token=a83a5a8ed98a6c02d5a2e9a43aae8f5eff845d38785819c35324b42ee26b960a&utm_campaign=share&utm_medium=copy

Top URLs in Tweet in G5:
[4] https://www.wri.org/blog/2019/06/multilateral-development-bank-climate-finance-2018-good-bad-and-urgent?utm_source=twitter&utm_medium=worldresources&utm_campaign=socialmedia
[3] https://www.wri.org/blog/2019/06/multilateral-development-bank-climate-finance-2018-good-bad-and-urgent
[1] http://urbanupdate.in/world-bank-approves-147-million-loan-to-improve-civic-service-in-jharkhand/
[1] https://www.r4d.org/news/r4d-joins-partners-in-worlds-largest-education-technology-research-program
[1] https://medium.com/hellobrink-co/dfids-new-global-edtech-hub-brink-is-appointed-innovation-lead-1c4475c726cc
[1] https://www.ebrd.com/news/2019/mdb-climate-finance-hit-record-high-of-us-431-billion-in-2018.html
[1] https://twitter.com/DFID_UK/status/1140947136319762437
[1] https://www.iamrenew.com/environment/climate-financing-by-mdbs-hit-record-high-of-43-1-bn-in-2018/
[1] https://www.saurenergy.com/solar-energy-news/climate-financing-mdbs-hit-record-high-2018

Top URLs in Tweet in G6:
[1] https://twitter.com/VKRAOMOVVA/status/1145480794166534145
[1] https://twitter.com/Schuldensuehner/status/1141643909933744128
[1] https://twitter.com/paulkrugman/status/1141654779438993408
[1] https://twitter.com/VKRAOMOVVA/status/1142197735795257344
[1] https://twitter.com/stevenmnuchin1/status/1142211031537737728
[1] https://twitter.com/VKRAOMOVVA/status/1144713384408911874
[1] https://twitter.com/VKRAOMOVVA/status/1140587592192155648
[1] https://twitter.com/TheDailyShow/status/1140790151578312707
[1] https://twitter.com/VKRAOMOVVA/status/1141292883464478720
[1] https://twitter.com/g20org/status/1142628590724403200

Top URLs in Tweet in G7:
[11] https://openknowledge.worldbank.org/handle/10986/29461
[2] https://blogs.worldbank.org/voices/do-costs-global-food-system-outweigh-its-monetary-value
[2] https://www.youtube.com/watch?v=3-SRv6V44k4&feature=youtu.be

[2] http://www.worldbank.org/en/results/2013/04/09/china-poverty-alleviation-through-community-participation
[2] http://www.business-standard.com/article/international/china-lifting-800-million-people-out-of-poverty-is-historic-world-bank-117101300027_1.html#.Ww9bCD6gN0I.twitter
[1] https://twitter.com/WorldBank/status/1144637173154668545
[1] https://lnkd.in/gjK23yx
[1] https://www.technologyreview.com/s/613342/get-ready-for-tens-of-millions-of-climate-refugees/
[1] https://www.transformingfoodsystems.com/partners.html
[1] http://www.worldbank.org/en/news/press-release/2019/05/30/new-report-calls-for-urgent-action-to-tackle-marine-pollution-a-growing-threat-to-the-caribbean-sea

Top URLs in Tweet in G8:
[2] https://bhuvanjakkula.blogspot.com/2019/02/bjt-business-cyber-solutions_24.html
[2] https://www.worldbank.org/en/news/press-release/2018/04/19/financial-inclusion-on-the-rise-but-gaps-remain-global-findex-database-shows
[2] http://blogs.worldbank.org/voices/tackling-global-profitarchy-gender-and-choice-business-sector
[2] https://twitter.com/WorldBank/status/1142132617745227777
[2] https://blogs.wsj.com/cio/2019/06/21/the-economic-value-of-digital-identity/
[2] https://www.worldbank.org/en/topic/extractiveindustries/brief/climate-smart-mining-minerals-for-climate-action
[2] http://www.worldbank.org/en/news/feature/2015/03/18/5-ways-reduce-drivers-climate-change?cid=CCG_TTccgEN_D_EXT
[1] https://www.openownership.org/news/in-case-you-missed-it/
[1] https://lnkd.in/d4hmRzU
[1] https://lnkd.in/dnQJXVt

Top URLs in Tweet in G9:
[10] http://wrld.bg/hQbQ50uG68B
[4] http://live.worldbank.org/annual-bank-conference-development-economics-2019-multilateralism-past-present-and-future
[2] http://documents.worldbank.org/curated/en/521151560780812693/Search-for-Yield-in-Large-International-Corporate-Bonds-Investor-Behavior-and-Firm-Responses
[1] http://wrld.bg/vYNH50uJde3
[1] https://blogs.worldbank.org/climatechange/game-changer-climate-action-finance-ministers-step
[1] http://www.worldbank.org/en/publication/global-economic-prospects
[1] https://www.worldbank.org/en/news/immersive-story/2019/06/04/the-global-economy-heightened-tensions-subdued-growth
[1] https://www.project-syndicate.org/c/KOULFRi
[1] http://live.worldbank.org/transformational-business-awards-and-conference-2019?cid=ECR_TT_wblive_EN_EXT&hootPostID=7737353d7d3df7eb0ae71a8323e2c5cf
[1] http://live.worldbank.org/annual-bank-conference-development-economics-2019-multilateralism-past-present-and-future?cid=ECR_TT_wblive_EN_EXT&hootPostID=63e6e4d62802ee361b23459b25f05451

Top URLs in Tweet in G10:
[28] https://www.worldbank.org/en/webarchives/archive?url=http%3A%2F%2Fweb.worldbank.org%2Farchive%2Fwebsite01603%2FWEB%2FMARKET_V.HTM&mdk=435714967
[1] https://blogs.worldbank.org/water/time-adapt-changing-climate-what-does-it-mean-water?CID=CCG_TT_climatechange_EN_EXT
[1] https://www.worldbank.org/en/news/press-release/2019/06/17/wbg-and-jhfa-announce-mou-to-explore-joint-opportunities-for-green-housing-finance
[1] https://trib.al/ko4MgOf
[1] https://www.unhcr.org/en-us/news/stories/2019/6/5d08b6614/global-forced-displacement-tops-70-million.html
[1] https://databank.worldbank.org/source/world-development-indicators
[1] https://blogs.worldbank.org/opendata/newly-released-data-show-refugee-numbers-record-levels
[1] https://twitter.com/issafrica/status/1141678835433390082

Top Domains
Top Domains in Tweet in Entire Graph:
[635] worldbank.org
[62] intelstor.com
[49] wrld.bg
[44] twitter.com
[14] fiinews.com
[10] youtube.com
[9] allafrica.com
[8] theguardian.com
[7] blogspot.com
[7] wri.org

Top Domains in Tweet in G1:
[108] worldbank.org
[6] wrld.bg
[6] twitter.com
[6] theguardian.com
[5] blogspot.com
[3] youtube.com
[3] thegef.org
[3] priceofoil.org
[3] pri.org
[2] climateinvestmentfunds.org

Top Domains in Tweet in G2:
[254] worldbank.org
[22] wrld.bg
[6] profor.info
[4] twitter.com
[3] medium.com
[2] understandrisk.org
[2] reuters.com
[1] climateinvestmentfunds.org
[1] powerwithoutfuel.in

Top Domains in Tweet in G3:
[5] twitter.com
[4] cgdev.org
[3] worldbank.org
[2] aidspan.org
[1] who.int

Top Domains in Tweet in G4:
[5] 5starinnovation.com
[2] twitter.com
[2] imf.org
[1] trib.al
[1] worldbank.org
[1] wto.org
[1] citizensforfinancialjustice.org
[1] prezi.com

Top Domains in Tweet in G5:
[7] wri.org
[1] urbanupdate.in
[1] r4d.org
[1] medium.com
[1] ebrd.com
[1] twitter.com
[1] iamrenew.com
[1] saurenergy.com

Top Domains in Tweet in G6:
[10] twitter.com
[3] cgiar.org
[3] wrld.bg
[3] worldbank.org
[1] ft.com
[1] linkedin.com
[1] wd2019.org
[1] thenation.com
[1] usatoday.com
[1] ecowatch.com

Top Domains in Tweet in G7:
[16] worldbank.org
[2] technologyreview.com
[2] youtube.com
[2] business-standard.com
[1] twitter.com
[1] lnkd.in
[1] transformingfoodsystems.com
[1] uncclearn.org

Top Domains in Tweet in G8:
[54] worldbank.org
[8] twitter.com
[2] blogspot.com
[2] lnkd.in
[2] reuters.com
[2] ecointernet.org
[2] wsj.com
[1] openownership.org
[1] hanoitimes.vn
[1] amzc.news

Top Domains in Tweet in G9:
[15] worldbank.org
[11] wrld.bg
[1] project-syndicate.org

Top Domains in Tweet in G10:
[32] worldbank.org
[1] trib.al
[1] unhcr.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[186] niger
[143] climate
[84] windenergy
[77] climatechange
[66] projectfinance
[64] windpower
[59] worldbank
[51] primaryhealthcare
[50] africa
[46] lifelines



Top Hashtags in Tweet in G1:
[167] niger
[89] climate
[17] resilient
[14] brazil
[13] climatechange
[13] worldrefugeeday
[11] zambia
[9] sustainable
[8] singapore
[8] biofuel

Top Hashtags in Tweet in G2:
[48] climatechange
[46] lifelines
[27] zambia
[27] climate
[26] southasia
[23] aralsea
[20] gender
[19] africa
[19] cities
[17] dyk

Top Hashtags in Tweet in G3:
[51] primaryhealthcare
[28] sdg3
[8] health
[7] wellbeing
[5] learning
[4] africa
[3] investinpeople
[3] india
[3] crvs
[2] nurses

Top Hashtags in Tweet in G4:
[5] india
[5] mortgagestress
[5] fintech
[4] global
[3] economy
[3] manufacturing
[3] oecd
[3] oecdparl
[2] circulareconomy
[2] redesign

Top Hashtags in Tweet in G5:
[21] g5sahel
[17] climatefinance
[4] mdbs
[3] climate
[2] parisagreement
[2] sahel
[2] climatechange
[2] investinpeople
[2] edtechhub
[1] niger

Top Hashtags in Tweet in G6:
[11] investinpeople
[8] agriculture
[7] safansi
[5] biodiversityday
[5] globaleconomy
[5] globalgrowth
[5] nederland
[4] earthday
[3] development
[3] wd2019

Top Hashtags in Tweet in G7:
[2] sandtuniiq
[2] iceonfire
[2] food
[2] transformfoodsystems
[2] agriculture
[2] uae
[2] intldvptcasestudy
[2] intldvptstudies
[2] china
[1] accra

Top Hashtags in Tweet in G8:
[14] worldbank
[5] climatechange
[3] global
[3] imf
[3] g20
[2] artificialintelligence
[2] cybersecurity
[2] quantumcomputing
[2] riskmanagement
[2] wealthmanagement

Top Hashtags in Tweet in G9:
[21] abcdewb
[4] financialcrisis
[4] government
[4] debt
[3] jica
[3] fukuoka
[3] niger
[3] ftifcawards
[2] wbgep2019
[2] beatpoverty

Top Hashtags in Tweet in G10:
[3] fintech
[1] refugeeforum
[1] uganda
[1] sudan
[1] ethiopia

Top Words
Top Words in Tweet in Entire Graph:
[2534] Words in Sentiment List#1: Positive
[1260] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[68162] Non-categorized Words
[71956] Total Words
[1557] worldbank
[871] global
[702] climate
[406] more
[396] world

Top Words in Tweet in G1:
[726] worldbank
[257] climate
[226] water
[179] global
[171] more
[167] #niger
[121] use
[118] vulnerable
[115] s
[107] systems

Top Words in Tweet in G2:
[209] climate
[193] worldbank
[119] global
[118] wbg_climate
[116] more
[104] s
[102] resilient
[95] countries
[79] world
[78] helping

Top Words in Tweet in G3:
[93] drtedros
[88] global
[70] health
[65] adixon_wb
[63] great
[58] country
[56] muhammadpate
[54] work
[54] gap
[54] thanks

Top Words in Tweet in G4:
[36] worldbank
[24] global
[19] imfnews
[14] wef
[11] oecd
[9] wto
[8] lagarde
[6] foxnews
[6] wionews
[6] ani

Top Words in Tweet in G5:
[50] worldbank
[42] ds
[30] development
[28] multilateral
[24] afdb_group
[23] adb_hq
[23] ebrd
[22] the_idb
[22] eib
[21] axes

Top Words in Tweet in G6:
[75] worldbank
[67] global
[53] world
[38] kgeorgieva
[24] needed
[24] climate
[23] currency
[18] discuss
[17] new
[15] development

Top Words in Tweet in G7:
[15] climate
[12] report
[11] groundswell
[11] preparing
[11] internal
[11] migration
[10] worldbank
[9] people
[8] global
[8] world

Top Words in Tweet in G8:
[32] global
[18] world
[15] climate
[14] #worldbank
[13] countries
[11] more
[10] people
[10] bank
[7] economic
[6] environment

Top Words in Tweet in G9:
[79] worldbank
[62] global
[45] davidmalpasswbg
[30] president
[27] state
[25] econclubny
[24] speaking
[24] steveforbesceo
[23] climate
[21] #abcdewb

Top Words in Tweet in G10:
[30] world
[29] climate
[28] facing
[28] dramatic
[28] change
[28] extinction
[28] many
[28] species
[28] practices
[28] such

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[198] climate,change
[121] world,s
[116] solar,powered
[116] powered,drip
[116] drip,irrigation
[113] world,bank
[112] irrigation,systems
[112] systems,more
[112] more,water
[112] water,efficient

Top Word Pairs in Tweet in G1:
[103] solar,powered
[103] powered,drip
[103] drip,irrigation
[102] irrigation,systems
[102] systems,more
[102] more,water
[102] water,efficient
[102] efficient,traditional
[102] traditional,methods
[102] methods,climate

Top Word Pairs in Tweet in G2:
[61] climate,change
[56] countries,adapt
[44] resilient,infrastructure
[44] helping,countries
[44] adapt,climate
[44] change,mitigate
[44] mitigate,effects
[44] effects,integrating
[44] integrating,climate
[44] climate,policy

Top Word Pairs in Tweet in G3:
[53] thanks,drtedros
[51] drtedros,great
[51] great,opportunity
[51] opportunity,work
[51] work,country
[51] country,leaders
[51] leaders,advance
[51] advance,#primaryhealthcare
[51] #primaryhealthcare,high
[51] high,quality

Top Word Pairs in Tweet in G4:
[13] wef,worldbank
[7] imfnews,worldbank
[5] foxnews,wionews
[5] wionews,ani
[5] global,#mortgagestress
[5] #mortgagestress,#fintech
[5] #fintech,solution
[5] solution,lagarde
[5] lagarde,imfnews
[5] imfnews,oecd

Top Word Pairs in Tweet in G5:
[28] multilateral,development
[21] travail,mené
[21] mené,faveur
[21] faveur,ds
[21] ds,populations
[21] populations,ds
[21] ds,pays
[21] pays,#g5sahel
[21] #g5sahel,visant
[21] visant,stabilisation

Top Word Pairs in Tweet in G6:
[24] world,needed
[17] global,currency
[17] worldbank,global
[16] needed,global
[14] currency,printed
[14] printed,worldbank
[11] energized,having
[11] having,worldbank
[11] global,human
[11] human,development

Top Word Pairs in Tweet in G7:
[11] groundswell,preparing
[11] preparing,internal
[11] internal,climate
[11] climate,migration
[8] migration,world
[8] world,bank
[8] bank,report
[4] globally,wb
[4] wb,estimates
[4] estimates,650m

Top Word Pairs in Tweet in G8:
[9] world,bank
[3] climate,smart
[3] small,island
[3] environmental,climate
[3] climate,change
[3] global,growth
[3] global,economy
[3] developing,countries
[2] #artificialintelligence,#cybersecurity
[2] #cybersecurity,#quantumcomputing

Top Word Pairs in Tweet in G9:
[25] president,davidmalpasswbg
[24] steveforbesceo,econclubny
[19] worldbank,group
[15] worldbank,june
[15] june,24
[15] 24,steveforbesceo
[15] econclubny,speaking
[15] speaking,wbg
[15] wbg,president
[15] davidmalpasswbg,state

Top Word Pairs in Tweet in G10:
[28] world,facing
[28] facing,dramatic
[28] dramatic,climate
[28] climate,change
[28] change,extinction
[28] extinction,many
[28] many,species
[28] species,practices
[28] practices,such
[28] such,reforestation

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@glogovproj
@wbg_climate
@investigatemag
@realdonaldtrump
@davidmalpasswbg
@leodicaprio
@refugees
@ipcc_ch
@windmagics_hk

Top Replied-To in G1:
@worldbank
@thespybrief
@adam_tooze

Top Replied-To in G2:
@worldbank
@wbg_climate
@ipcc_ch
@jonsward
@nmdiazh
@steven4320555
@the_maryj
@worldbankafrica
@comaco_zambia
@ifc_org

Top Replied-To in G3:
@judithshamian
@icnurses
@drtedros
@thegff
@muhammadpate
@chglobalhealth
@cal195631
@janeenmadan

Top Replied-To in G4:
@glogovproj
@jam_kamal
@geraldkutney
@avigyansingh18
@natcapcoalition
@thehinduscience
@10downingstreet
@mazzucatom
@davidmalpasswbg

Top Replied-To in G5:
@huber62
@alliancesahel

Top Replied-To in G6:
@realdonaldtrump
@abeshinzo
@drobichi
@worldbank_ieg
@worldbank
@kgeorgieva
@faoeastafrica
@richardjmurphy
@ricoreid959
@ifadeval

Top Replied-To in G7:
@leodicaprio
@riadmeddeb
@unhumanrights
@aminajmohammed
@refugees
@techreview
@bsebti
@miguelrcabanas
@lasacongress
@undp

Top Replied-To in G9:
@davidmalpasswbg
@worldbank
@survival

Top Replied-To in G10:
@worldbank
@kennekai
@refugees
@ecoactuk
@greenpeace
@climatereality
@thinkprogress
@foe_us
@ecowatch
@thegreenparty

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@drtedros
@wbg_ida
@adixon_wb
@davidmalpasswbg
@muhammadpate
@intelstor
@kgeorgieva
@philip_totaro

Top Mentioned in G1:
@worldbank
@rojajarvis
@luxembourgse
@wb_asiapacific
@sameerasavarala
@globpeaceindex
@unhcrghana
@adam_tooze
@g_mukeshimana
@dasmaitreyi

Top Mentioned in G2:
@worldbank
@wbg_climate
@wbg_ida
@wbg_cities
@wbg_environment
@gfdrr
@thegef
@worldbanksasia
@wbg_poverty
@wbg_agriculture

Top Mentioned in G3:
@drtedros
@adixon_wb
@muhammadpate
@worldbank
@peterasinger
@who
@thegff
@globalfund
@gavi
@unaids

Top Mentioned in G4:
@worldbank
@imfnews
@wef
@oecd
@lagarde
@wto
@un
@foxnews
@wionews
@ani

Top Mentioned in G5:
@worldbank
@afdb_group
@adb_hq
@ebrd
@the_idb
@eib
@alliancesahel
@dfid_uk
@results4dev
@joethw8s

Top Mentioned in G6:
@worldbank
@kgeorgieva
@fao
@g20org
@sun_movement
@cgiarclimate_wa
@g20live
@un
@realdonaldtrump
@cgiar

Top Mentioned in G7:
@worldbank
@angororano
@olam
@techreview
@unfccc
@globalgoalsun
@global_renewal
@scheuerjo
@thegbcghana
@uniiqfm

Top Mentioned in G8:
@bhuvnjakkula

Top Mentioned in G9:
@worldbank
@davidmalpasswbg
@econclubny
@steveforbesceo
@rodrikdani
@wb_research
@earthinstitute
@stevef
@ngairewoods
@ceylap_wbg

Top Mentioned in G10:
@wbg_climate
@haahrmarianne
@business
@refugees
@foster_change
@c40cities
@lrosenholm
@rasmusnordqvist
@ecb
@ngfs_

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@cahulaan
@ecointernetdrgb
@smartcityfeed
@raumunz
@ndtv
@bearingtruth
@guardian
@business
@citizentvkenya

Top Tweeters in G1:
@bogotasinmiedo
@mikecoulson48
@markburgerenerg
@naveenbebra
@zeenews
@santchiweb
@quemero20
@dstv_kenya
@thomaspower
@gadflyquebec

Top Tweeters in G2:
@olumideidowu
@krishworlds
@shahzebalvi4
@liberallyjan
@tariquekhanjave
@syawal
@esprit_225
@deehaw90
@kentata18
@marcelomena

Top Tweeters in G3:
@gloriaminott
@aasimtan0li
@ssimms777
@ghenhiskhan
@marthadavid1237
@breakfastqueen1
@j_a_p_s_c_
@ilonakickbusch
@waltine
@drescotet

Top Tweeters in G4:
@ndtv
@foxnews
@reuters
@nytimes
@ani
@aajtak
@france24
@bbcworld
@wsj
@ft

Top Tweeters in G5:
@fleurenewman
@adb_hq
@fgv
@worldresources
@amrut_mohua
@huber62
@ebrd
@dfid_uk
@dilipsoman
@goceantrust

Top Tweeters in G6:
@raumunz
@nicochan33
@financialtimes
@foreverlogical
@cnnpolitics
@vkraomovva
@kevverage
@richardjmurphy
@realdonaldtrump
@valsof_news

Top Tweeters in G7:
@visualpersist
@adr
@rabobank
@global_renewal
@amplifiedr
@censoj
@techreview
@diazpol
@dhunttweets
@lennimontiel

Top Tweeters in G8:
@cahulaan
@ecointernetdrgb
@mouthygurl
@econ_cl
@3xtraders
@elmelegey
@clime_it
@mbuguanjihia
@dusanka52843486
@salahuddin_koli

Top Tweeters in G9:
@doubleeagle49
@atomicnmbr_au79
@_nakano_takeko_
@prosyn
@ana_captures
@jesse731r
@zoranhorus
@o_the1
@mnaen
@amanieammoun

Top Tweeters in G10:
@business
@socialchangeaus
@thinkprogress
@climatereality
@ecowatch
@refugees
@greenpeace
@foe_us
@commondreams
@humanesociety