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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-06-26_16-08-21. (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 27, 2019
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL http://bit.ly/2FB45pT
@worldbank
@wbg_climate
@implement21
@wbg_cities
@kiberujimmy
@adixon_wb
@peterasinger
@trf_climate
@marcosenatore75
@vkraomovva

Top hashtags:
#climate

Description:
Description
The graph represents a network of 2,792 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 Wednesday, 26 June 2019 at 23:09 UTC.

The requested start date was Monday, 24 June 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, 52-minute period from Monday, 10 June 2019 at 00:02 UTC to Sunday, 23 June 2019 at 23:55 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 : 2792
Unique Edges : 4090
Edges With Duplicates : 1698
Total Edges : 5788
Number of Edge Types : 3
Mentions : 5279
Tweet : 327
Replies to : 182
Self-Loops : 327
Reciprocated Vertex Pair Ratio : 0.015552460538533
Reciprocated Edge Ratio : 0.0306285714285714
Connected Components : 148
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 2433
Maximum Edges in a Connected Component : 5420
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.252981
Graph Density : 0.000561439296798243
Modularity : 0.575491
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
[39] http://www.worldbank.org/en/publication/global-economic-prospects
[28] https://www.worldbank.org/en/webarchives/archive?url=http%3A%2F%2Fweb.worldbank.org%2Farchive%2Fwebsite01603%2FWEB%2FMARKET_V.HTM&mdk=435714967
[21] http://documents.worldbank.org/curated/en/328651559243659214/pdf/How-Much-Does-Reducing-Inequality-Matter-for-Global-Poverty.pdf
[18] 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
[17] https://openknowledge.worldbank.org/handle/10986/31755
[16] https://openknowledge.worldbank.org/handle/10986/31805
[16] https://openknowledge.worldbank.org/handle/10986/31755?CID=CCG_TT_climatechange_EN_EXT
[16] http://www.worldbank.org/en/news/feature/2019/06/19/lifelines-for-better-development?CID=CCG_TT_climatechange_EN_EXT_Lifelines
[14] 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?cid=ECR_TT_WorldBank_EN_EXT

Top URLs in Tweet in G1:
[11] http://www.worldbank.org/en/publication/global-economic-prospects
[11] 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?cid=ECR_TT_WorldBank_EN_EXT
[8] https://openknowledge.worldbank.org/handle/10986/31755
[5] http://www.worldbank.org/en/topic/extractiveindustries/brief/climate-smart-mining-minerals-for-climate-action?cid=SHR_SitesShareTT_EN_EXT
[4] http://www.worldbank.org/en/publication/human-capital
[4] 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?cid=SHR_SitesShareTT_EN_EXT
[4] https://www.worldbank.org/en/news/immersive-story/2019/06/04/the-global-economy-heightened-tensions-subdued-growth?cid=SHR_SiteTweetable_XX_EXT
[3] https://www.worldbank.org/en/topic/extractiveindustries/brief/climate-smart-mining-minerals-for-climate-action
[3] https://blogs.worldbank.org/voices/boosting-growth-amid-global-slowdown?cid=SHR_WBLSiteShare_EN_EXT
[2] https://www.pri.org/stories/2018-12-11/un-compact-recognizes-climate-change-driver-migration-first-time

Top URLs in Tweet in G2:
[16] 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
[15] 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
[15] https://openknowledge.worldbank.org/handle/10986/31755?CID=CCG_TT_climatechange_EN_EXT
[12] http://www.worldbank.org/en/publication/global-economic-prospects
[10] 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
[8] http://www.worldbank.org/en/news/feature/2019/06/18/making-conservation-profitable-for-small-scale-farmers?CID=CCG_TT_climatechange_EN_EXT
[7] http://blogs.worldbank.org/sustainablecities/investing-modern-hydromet-services-climate-resilient-africa?cid=SHR_WBLSiteShare_EN_EXT
[6] http://ida.worldbank.org/ida19-brochure/?CID=CCG_TT_climatechange_EN_EXT
[5] http://www.worldbank.org/en/news/feature/2019/05/31/four-things-you-should-know-about-climate-smart-cities?CID=CCG_TT_climatechange_EN_EXT_I4C2019

Top URLs in Tweet in G3:
[6] http://documents.worldbank.org/curated/en/328651559243659214/pdf/How-Much-Does-Reducing-Inequality-Matter-for-Global-Poverty.pdf
[1] https://twitter.com/FabioOstermann/status/1138447857076375554
[1] https://www.gc.cuny.edu/CUNY_GC/media/CUNY-Graduate-Center/PDF/Centers/LIS/Milanovic/papers/2004/challenge_proofs.pdf

Top URLs in Tweet in G4:
[2] https://thecityfix.com/blog/vida-segura-sao-paulo-plans-cut-traffic-fatalities-half-10-years-marta-obelheiro-diogo-dias-lemos-bruno-felin/?utm_source=twitter&utm_medium=wrirosscities&utm_campaign=socialmedia
[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] http://www.worldbank.org/en/news/feature/2019/06/11/strong-leadership-is-key-for-road-safety
[1] http://www.worldbank.org/en/programs/global-road-safety-facility
[1] https://www.cgdev.org/better-health-procurement
[1] https://www.cgdev.org/blog/changing-landscape-global-health-procurement-explained-four-graphs
[1] https://www.cgdev.org/blog/four-recommendations-accelerate-global-access-quality-affordable-health-products
[1] https://www.cgdev.org/sites/default/files/better-health-procurement-infographic.pdf
[1] https://www.pih.org/article/the-partners-in-health-plan-for-dealing-with-pandemics

Top URLs in Tweet in G5:
[2] https://news.mongabay.com/2019/06/no-need-to-dam-free-flowing-rivers-to-meet-worlds-climate-and-energy-targets-scientists/
[1] https://twitter.com/VKRAOMOVVA/status/1138057785885593600
[1] https://twitter.com/realDonaldTrump/status/1138040393033895936
[1] https://twitter.com/udaykotak/status/1138272546757980160
[1] https://twitter.com/VKRAOMOVVA/status/1138392251107749888
[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/StateDept/status/1138195533024022529

Top URLs in Tweet in G6:
[14] https://openknowledge.worldbank.org/handle/10986/29461
[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
[2] http://www.worldbank.org/en/country/timor-leste/publication/april-2017-timor-leste-economic-update?cid=EXT_WBSocialShare_EXT
[2] https://www.youtube.com/watch?v=3-SRv6V44k4&feature=youtu.be

[1] https://blogs.worldbank.org/voices/do-costs-global-food-system-outweigh-its-monetary-value
[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
[1] https://www.technologyreview.com/s/613342/get-ready-for-tens-of-millions-of-climate-refugees/?utm_content=buffer5b5e6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.uncclearn.org/local-stakeholder-engagement-climate-finance-sb50
[1] https://youtu.be/dReZAuT8_98

Top URLs in Tweet in G7:
[10] http://wrld.bg/hQbQ50uG68B
[4] http://live.worldbank.org/annual-bank-conference-development-economics-2019-multilateralism-past-present-and-future
[3] http://www.worldbank.org/en/publication/global-economic-prospects
[2] http://live.worldbank.org/spring-meetings-2019-global-voices-interview-david-katz?cid=ECR_TT_Worldbank_EN_EXT
[2] http://documents.worldbank.org/curated/en/328651559243659214/How-Much-Does-Reducing-Inequality-Matter-for-Global-Poverty?cid=DEC_TT_RGtweets_EN_EXT
[1] https://www.worldbank.org/en/news/immersive-story/2019/06/04/the-global-economy-heightened-tensions-subdued-growth
[1] http://live.worldbank.org/transformational-business-awards-and-conference-2019?cid=ECR_TT_wblive_EN_EXT&hootPostID=1a3e3771e1fc22e39be5c37fd72bbc27
[1] http://live.worldbank.org/transformational-business-awards-and-conference-2019?cid=ECR_TT_wblive_EN_EXT&hootPostID=e7e9716d06ad3a6214c3d3b89bb360d9
[1] http://live.worldbank.org/transformational-business-awards-and-conference-2019?cid=ECR_TT_wblive_EN_EXT&hootPostID=5924ed3a1323452c2a3053bcb62751be
[1] http://live.worldbank.org/transformational-business-awards-and-conference-2019?cid=ECR_TT_wblive_EN_EXT&hootPostID=c0e4fe9c82212c6361a41f4e22ff11d4

Top URLs in Tweet in G8:
[1] https://blogs.worldbank.org/voices/do-costs-global-food-system-outweigh-its-monetary-value?deliveryName=DM14839/?cid=EXT_WBBlogTweetableShare_D_EXT
[1] https://www.cgiar.org/news-events/news/168377-autosave-v1/
[1] https://ccafs.cgiar.org/news/livestock-and-climate-change-16-west-and-central-african-countries-move-forward#.XQtLnMhc_
[1] https://www.transformingfoodsystems.com/partners.html
[1] https://vimeo.com/339957382
[1] https://twitter.com/gerard_dache/status/1139389978838884353

Top URLs in Tweet in G9:
[4] https://openknowledge.worldbank.org/handle/10986/31755
[4] http://www.worldbank.org/en/news/feature/2015/03/18/5-ways-reduce-drivers-climate-change?cid=CCG_TTccgEN_D_EXT
[2] https://blogs.worldbank.org/eastasiapacific/world-oceans-day-plastic-pollution-planet-overdosing-miracle-product
[2] http://www.worldbank.org/en/news/immersive-story/2019/06/04/the-global-economy-heightened-tensions-subdued-growth
[2] http://www.worldbank.org/
[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
[1] http://www.wrld.bg/LX8w30oGlZM?hootPostID=9230d0c2fd30466318596e07d4886748

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://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://openknowledge.worldbank.org/handle/10986/31755
[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://twitter.com/issafrica/status/1141678835433390082
[1] http://www.newswatchnigeria.com/visa-launches-blockchain-platform-for-global-money-transfer-market/

Top Domains
Top Domains in Tweet in Entire Graph:
[670] worldbank.org
[62] intelstor.com
[54] twitter.com
[39] wrld.bg
[12] adb.org
[11] youtube.com
[9] blogspot.com
[9] allafrica.com
[9] fiinews.com
[8] 5starinnovation.com

Top Domains in Tweet in G1:
[121] worldbank.org
[10] twitter.com
[6] blogspot.com
[5] wrld.bg
[5] theguardian.com
[3] pri.org
[3] youtube.com
[3] t.co
[2] facebook.com
[2] priceofoil.org

Top Domains in Tweet in G2:
[241] worldbank.org
[16] wrld.bg
[9] twitter.com
[5] understandrisk.org
[3] profor.info
[2] ifc.org
[2] reuters.com
[2] globalvoices.org
[2] iamrenew.com
[1] soundcloud.com

Top Domains in Tweet in G3:
[6] worldbank.org
[1] twitter.com
[1] cuny.edu

Top Domains in Tweet in G4:
[6] worldbank.org
[4] cgdev.org
[2] thecityfix.com
[2] twitter.com
[1] pih.org
[1] who.int

Top Domains in Tweet in G5:
[17] twitter.com
[2] mongabay.com
[1] indiatimes.com
[1] worldbank.org
[1] thenation.com
[1] usatoday.com
[1] ecowatch.com
[1] parliament.scot
[1] ern.org
[1] berkeley.edu

Top Domains in Tweet in G6:
[21] worldbank.org
[2] business-standard.com
[2] youtube.com
[1] technologyreview.com
[1] uncclearn.org
[1] youtu.be
[1] danskindustri.dk
[1] twitter.com

Top Domains in Tweet in G7:
[25] worldbank.org
[10] wrld.bg

Top Domains in Tweet in G8:
[2] cgiar.org
[1] worldbank.org
[1] transformingfoodsystems.com
[1] vimeo.com
[1] twitter.com

Top Domains in Tweet in G9:
[54] worldbank.org
[6] twitter.com
[4] lnkd.in
[3] blogspot.com
[2] kompas.com
[1] wrld.bg
[1] youtube.com
[1] wto.org
[1] justearthnews.com
[1] openownership.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[160] climate
[83] windenergy
[74] southasia
[72] climatechange
[66] projectfinance
[64] windpower
[63] india
[60] worldbank
[54] niger
[41] gasflaring



Top Hashtags in Tweet in G1:
[89] climate
[46] niger
[40] india
[23] southasia
[23] southeastasia
[23] sub
[23] resilient
[22] gasflaring
[20] debt
[18] nigeria

Top Hashtags in Tweet in G2:
[34] climate
[33] climatechange
[33] lifelines
[28] dataviz
[27] cities
[25] infrastructure
[24] innovate4climate
[23] zambia
[21] africa
[20] parisagreement

Top Hashtags in Tweet in G3:
[5] offtopic

Top Hashtags in Tweet in G4:
[28] sdg3
[6] sãopaulo
[6] safesystem
[5] health
[4] haiti
[3] crvs
[2] roadsafety
[1] india
[1] pakistan
[1] afghanistan

Top Hashtags in Tweet in G5:
[6] femise2019
[5] sdgs
[3] swachhbharatmission
[2] petersutherland
[2] india
[2] global
[2] leader
[2] 2025蘇黎世
[2] True
[2] movinonconnect

Top Hashtags in Tweet in G6:
[3] easttimor
[3] iceonfire
[2] food
[2] papafrancisco
[2] intldvptstudies
[2] china
[2] accessibility
[2] ict
[2] globaldev
[2] ict4d

Top Hashtags in Tweet in G7:
[21] abcdewb
[10] ftifcawards
[8] jica
[8] fukuoka
[5] government
[5] debt
[5] globalpoverty
[3] development
[3] sdgs
[3] wbgep2019

Top Hashtags in Tweet in G8:
[7] safansi
[7] agriculture
[3] glfbonn2019
[3] food
[3] youngchampions
[2] bangkok
[2] nutrition
[2] transformfoodsystems
[1] foodwithimpact
[1] highimpactfoods

Top Hashtags in Tweet in G9:
[11] worldbank
[6] climatechange
[4] actonclimate
[3] imf
[2] carbondividends
[2] economy
[2] climate
[2] artificialintelligence
[2] cybersecurity
[2] quantumcomputing

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

Top Words
Top Words in Tweet in Entire Graph:
[1995] Words in Sentiment List#1: Positive
[1380] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[69814] Non-categorized Words
[73189] Total Words
[1621] worldbank
[978] global
[586] climate
[344] world
[323] 2

Top Words in Tweet in G1:
[631] worldbank
[260] global
[146] 2019
[123] 2
[112] climate
[109] 6
[100] 1
[98] growth
[89] #climate
[82] 5

Top Words in Tweet in G2:
[270] climate
[228] worldbank
[183] wbg_climate
[124] more
[109] global
[105] countries
[101] resilient
[82] infrastructure
[78] change
[78] wbg_ida

Top Words in Tweet in G3:
[151] estudo
[150] _thalesnogueira
[150] fabioostermann
[150] combater
[147] e
[147] tem
[147] impact
[146] worldbank
[146] desigualdade
[146] é

Top Words in Tweet in G4:
[60] global
[54] gap
[45] adixon_wb
[37] drtedros
[35] investments
[34] meeting
[34] discussed
[34] maximize
[34] human
[34] capital

Top Words in Tweet in G5:
[73] world
[53] worldbank
[48] global
[40] needed
[33] currency
[25] perfect
[23] printed
[15] usd
[13] capitalism
[12] markets

Top Words in Tweet in G6:
[16] report
[15] groundswell
[15] climate
[15] worldbank
[14] preparing
[14] internal
[14] migration
[12] world
[12] bank
[7] globalgoalsun

Top Words in Tweet in G7:
[70] global
[62] worldbank
[44] davidmalpasswbg
[39] president
[23] speaking
[21] #abcdewb
[20] wb_research
[19] discussed
[18] conference
[17] june

Top Words in Tweet in G8:
[15] worldbank
[14] issues
[13] global
[11] climate
[9] digital
[9] together
[8] more
[8] required
[8] new
[8] chats

Top Words in Tweet in G9:
[38] global
[22] world
[19] bank
[12] 3
[11] climate
[11] #worldbank
[10] carbon
[10] 1
[8] growth
[8] countries

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[178] climate,change
[146] combater,desigualdade
[146] desigualdade,é
[146] é,crucial
[146] crucial,e
[146] e,tem
[146] tem,maior
[145] oi,fabioostermann
[145] fabioostermann,estudo
[145] estudo,fresco

Top Word Pairs in Tweet in G1:
[51] 2019,growth
[46] #niger,technology
[46] technology,helping
[46] helping,farmers
[46] farmers,produce
[46] produce,cash
[46] cash,crops
[46] crops,use
[46] use,water
[46] water,build

Top Word Pairs in Tweet in G2:
[74] climate,change
[62] countries,adapt
[46] learn,more
[46] helping,countries
[46] adapt,climate
[46] policy,reforms
[45] change,mitigate
[45] mitigate,effects
[45] effects,integrating
[45] integrating,climate

Top Word Pairs in Tweet in G3:
[146] combater,desigualdade
[146] desigualdade,é
[146] é,crucial
[146] crucial,e
[146] e,tem
[146] tem,maior
[145] oi,fabioostermann
[145] fabioostermann,estudo
[145] estudo,fresco
[145] fresco,pesquisadores

Top Word Pairs in Tweet in G4:
[34] meeting,adixon_wb
[34] adixon_wb,discussed
[34] discussed,maximize
[34] maximize,investments
[34] investments,human
[34] human,capital
[34] capital,close
[34] close,gap
[34] gap,global
[33] drtedros,meeting

Top Word Pairs in Tweet in G5:
[40] world,needed
[26] global,currency
[23] needed,global
[23] currency,printed
[23] printed,worldbank
[13] perfect,capitalism
[11] perfect,markets
[11] global,income
[10] income,earnings
[9] worldbank,world

Top Word Pairs in Tweet in G6:
[14] groundswell,preparing
[14] preparing,internal
[14] internal,climate
[14] climate,migration
[12] migration,world
[12] world,bank
[12] bank,report
[3] million,people
[3] worldbank,globalgoalsun
[3] globalgoalsun,globalcompact

Top Word Pairs in Tweet in G7:
[23] president,davidmalpasswbg
[14] worldbank,june
[14] june,24
[14] 24,steveforbesceo
[14] steveforbesceo,econclubny
[14] econclubny,speaking
[14] speaking,wbg
[14] wbg,president
[14] davidmalpasswbg,state
[14] state,gl

Top Word Pairs in Tweet in G8:
[7] experts,16
[7] 16,african
[7] african,countries
[7] countries,came
[7] came,together
[7] together,discuss
[7] discuss,climate
[7] climate,issues
[7] issues,issues
[7] issues,around

Top Word Pairs in Tweet in G9:
[16] world,bank
[6] carbon,pricing
[5] climate,change
[4] 3,persen
[4] persen,dari
[4] usd,1
[4] 1,25
[4] 25,billion
[4] billion,4
[4] 4,year

Top Word Pairs in Tweet in G10:
[29] climate,change
[28] world,facing
[28] facing,dramatic
[28] dramatic,climate
[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
@wbg_climate
@realdonaldtrump
@fatma_sultana
@windmagics_hk
@mazzucatom
@jonsward
@techreview
@leodicaprio
@refugees

Top Replied-To in G1:
@worldbank
@aoteh
@ifc_org
@ovedeotite
@richardbenyonmp

Top Replied-To in G2:
@worldbank
@wbg_climate
@fatma_sultana
@jonsward
@nmdiazh
@wbg_ida
@hartwigschafer
@connect4climate

Top Replied-To in G3:
@irae
@fabioostermann
@_thalesnogueira

Top Replied-To in G4:
@ymleeds
@cal195631
@janeenmadan
@krutikakuppalli
@lachenalgui
@drtedros
@thegff

Top Replied-To in G5:
@realdonaldtrump
@thehinduscience
@europarl_en
@abeshinzo
@gop
@ricoreid959
@francoislegault
@mosthonestone

Top Replied-To in G6:
@techreview
@leodicaprio
@unhumanrights
@refugees
@gustavomerinoj
@unfccc
@_wiman
@bsebti
@unesco
@miguelrcabanas

Top Replied-To in G7:
@worldbank
@survival

Top Replied-To in G8:
@sue_brixwellltd
@alaanuloluwa_

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

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@_thalesnogueira
@fabioostermann
@wbg_ida
@gfdrr
@davidmalpasswbg
@intelstor
@adixon_wb
@worldbanksasia

Top Mentioned in G1:
@worldbank
@kaleekreider
@sankalpforum
@unhcrghana
@icijorg
@thecsdp
@globpeaceindex
@g_mukeshimana
@teachsolidarity
@bridgeintlacads

Top Mentioned in G2:
@worldbank
@wbg_climate
@wbg_ida
@gfdrr
@wbg_cities
@wbg_environment
@wbg_transport
@thegef
@marcelomena
@diop_wb

Top Mentioned in G3:
@_thalesnogueira
@fabioostermann
@worldbank
@christophlakner
@carlosvernieri
@partidonovo30
@espry

Top Mentioned in G4:
@adixon_wb
@drtedros
@worldbank
@peterasinger
@thegff
@who
@aishadanali
@gavi
@globalfund

Top Mentioned in G5:
@worldbank
@un
@realdonaldtrump
@twitterlive
@femisenetwork
@imflive
@potus
@g20live
@ecomnewsmed
@eu_commission

Top Mentioned in G6:
@worldbank
@globalgoalsun
@global_renewal
@unfccc
@globalcompact
@unhumanrights
@unhlp
@un4indigenous
@accelerate2030
@wbg_dev4peace

Top Mentioned in G7:
@worldbank
@davidmalpasswbg
@wb_research
@econclubny
@rodrikdani
@steveforbesceo
@worldbanklive
@earthinstitute
@stevef
@plasticbank

Top Mentioned in G8:
@worldbank
@fao
@sun_movement
@cgiarclimate_wa
@icrisat
@unenvironment
@cgiar
@go_vegetables
@ifpri
@rightsresources

Top Mentioned in G9:
@jenkinsdenis
@bhuvnjakkula

Top Mentioned in G10:
@wbg_climate
@business
@worldbank
@gcicuganda
@refugees
@haahrmarianne
@sherrykyama
@opensociety
@opmuganda
@worldbankkenya

Top Tweeters
Top Tweeters in Entire Graph:
@kompascom
@scarfizal
@jude_mugabi
@smartcityfeed
@bearingtruth
@wwf
@guardian
@markplackett1
@business
@citizentvkenya

Top Tweeters in G1:
@markplackett1
@bogotasinmiedo
@mikecoulson48
@naveenbebra
@quemero20
@tictoc22
@our4thestate
@dennis_vdo
@mccassaro
@liddlelur

Top Tweeters in G2:
@olumideidowu
@vetrepreneurone
@syawal
@esprit_225
@arynewsud
@arynewsofficial
@jessekenya
@shopperann68
@faithcompassion
@shaqibshahril

Top Tweeters in G3:
@hupsel
@alicebiruta
@lentescorderosa
@franciscoluz
@brendamoreira_
@heitchristian
@cevezito
@felipesimon
@elmiguel_
@caroipch

Top Tweeters in G4:
@gloriaminott
@carolndosi
@ssimms777
@marthadavid1237
@j_a_p_s_c_
@ilonakickbusch
@jakinniranye
@peterasinger
@cadrehershey
@glassmanamanda

Top Tweeters in G5:
@wwf
@nytimes
@aajtak
@rt_com
@wsj
@forbes
@foreverlogical
@theeconomist
@cnnpolitics
@vkraomovva

Top Tweeters in G6:
@adr
@cnnee
@global_renewal
@amplifiedr
@censoj
@techreview
@unfoundation
@macjordan
@diazpol
@dhunttweets

Top Tweeters in G7:
@doubleeagle49
@drrafiqraji
@mjjkoi2399
@atomicnmbr_au79
@waltine
@ana_captures
@jesse731r
@zoranhorus
@richardbistrong
@dendrola_gue

Top Tweeters in G8:
@rabobank
@alaanuloluwa_
@undp
@un_women
@images_1
@cgiar
@fao
@globallf
@wfp
@un_news_centre

Top Tweeters in G9:
@kompascom
@3xtraders
@clime_it
@treebanker
@dusanka52843486
@salahuddin_koli
@ekplugin
@holeinthehead2
@sallan_found
@miaatipx

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


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