Worldbank (environment OR climate OR warming OR ecological OR planet OR global), Twitter, 6/11/2019 5:32:16 AM, 199680


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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-06-10_16-08-22.
Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-06-10_16-08-22.
From:
NodeXLExcelAutomator
Uploaded on:
June 11, 2019
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL http://bit.ly/2R7MoDc
@worldbank
@wbg_climate
@wbg_poverty
@christophlakner
@hartwigschafer
@connect4climate
@andreawoodhouse
@asoucat
@ashishbohora
@davidmalpasswbg

Top hashtags:


Description:
Description
The graph represents a network of 4,070 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, 10 June 2019 at 23:09 UTC.

The requested start date was Monday, 10 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, 55-minute period from Monday, 27 May 2019 at 00:01 UTC to Sunday, 09 June 2019 at 23:56 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 : 4070
Unique Edges : 5957
Edges With Duplicates : 2004
Total Edges : 7961
Number of Edge Types : 3
Tweet : 487
Mentions : 7314
Replies to : 160
Self-Loops : 487
Reciprocated Vertex Pair Ratio : 0.0144601542416452
Reciprocated Edge Ratio : 0.0285080772885651
Connected Components : 231
Single-Vertex Connected Components : 136
Maximum Vertices in a Connected Component : 3518
Maximum Edges in a Connected Component : 7394
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.217133
Graph Density : 0.000381261084136484
Modularity : 0.591122
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[70] http://www.worldbank.org/en/publication/global-economic-prospects
[61] http://www.worldbank.org/en/news/feature/2019/05/23/four-things-you-should-know-about-sustainable-cooling?CID=CCG_TT_climatechange_EN_EXT_I4C2019
[54] 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
[18] http://www.worldbank.org/en/news/immersive-story/2019/06/04/the-global-economy-heightened-tensions-subdued-growth
[17] http://www.worldbank.org/en/news/press-release/2019/05/28/new-international-partnership-established-to-increase-the-use-of-energy-storage-in-developing-countries
[16] http://documents.worldbank.org/curated/en/328651559243659214/pdf/How-Much-Does-Reducing-Inequality-Matter-for-Global-Poverty.pdf
[15] http://www.worldbank.org/en/news/immersive-story/2019/06/04/the-global-economy-heightened-tensions-subdued-growth?cid=SHR_SitesShareTT_EN_EXT
[15] https://live.worldbank.org/innovate4climate?CID=CCG_TT_climatechange_EN_EXT_I4C2019
[14] https://news.mongabay.com/2019/06/no-need-to-dam-free-flowing-rivers-to-meet-worlds-climate-and-energy-targets-scientists/
[13] https://blogs.worldbank.org/climatechange/finance-ministers-climate-champions-our-time?CID=CCG_TT_climatechange_EN_EXT

Top URLs in Tweet in G1:
[15] http://www.worldbank.org/en/publication/global-economic-prospects
[12] https://trib.al/dsVoBYV
[11] http://www.worldbank.org/en/news/immersive-story/2019/06/04/the-global-economy-heightened-tensions-subdued-growth?cid=SHR_SiteTweetable_XX_EXT
[10] http://www.worldbank.org/en/news/immersive-story/2019/06/04/the-global-economy-heightened-tensions-subdued-growth?cid=SHR_SitesShareTT_EN_EXT
[7] http://www.worldbank.org/en/news/immersive-story/2019/06/04/the-global-economy-heightened-tensions-subdued-growth?cid=ECR_E_NewsletterWeekly_EN_EXT
[6] http://www.worldbank.org/en/news/press-release/2019/05/28/new-international-partnership-established-to-increase-the-use-of-energy-storage-in-developing-countries
[6] https://www.worldbank.org/en/news/immersive-story/2019/06/04/the-global-economy-heightened-tensions-subdued-growth?cid=SHR_SitesShareTT_EN_EXT
[5] http://wrld.bg/YLkv50u26H4
[5] http://www.worldbank.org/en/news/immersive-story/2019/06/04/the-global-economy-heightened-tensions-subdued-growth
[5] http://www.worldbank.org/en/news/press-release/2019/06/04/global-growth-to-weaken-to-26-in-2019-substantial-risks-seen?cid=SHR_SitesShareTT_EN_EXT

Top URLs in Tweet in G2:
[24] http://www.worldbank.org/en/publication/global-economic-prospects
[11] http://www.worldbank.org/en/news/feature/2019/05/23/four-things-you-should-know-about-sustainable-cooling?CID=CCG_TT_climatechange_EN_EXT_I4C2019
[11] 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
[10] https://blogs.worldbank.org/climatechange/finance-ministers-climate-champions-our-time
[7] http://wrld.bg/lOlj50usaCi
[5] https://live.worldbank.org/innovate4climate?CID=CCG_TT_climatechange_EN_EXT_I4C2019
[5] http://wrld.bg/YLkv50u26H4
[4] https://blogs.worldbank.org/voices/five-ways-help-nature-help-us?CID=ENV_TT_Environment_EN_EXT
[4] http://www.worldbank.org/en/who-we-are/news/campaigns/2019/east-asia-pacific-marine-plastic-pollution
[4] https://bit.ly/2wfpRuc

Top URLs in Tweet in G3:
[36] 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
[33] http://www.worldbank.org/en/news/feature/2019/05/23/four-things-you-should-know-about-sustainable-cooling?CID=CCG_TT_climatechange_EN_EXT_I4C2019
[10] https://blogs.worldbank.org/climatechange/finance-ministers-climate-champions-our-time?CID=CCG_TT_climatechange_EN_EXT
[8] https://www.pscp.tv/w/b8oIajEyMzIxMDR8MU1ZR05kWWFhbFB4d7RctI52WVsXm2aqbWc1-s2V0g2ND9G3xtP0v_5sL0LE
[7] https://live.worldbank.org/innovate4climate?CID=CCG_TT_climatechange_EN_EXT_I4C2019
[6] http://www.worldbank.org/en/news/feature/2019/05/20/zambian-farmers-at-field-school-reap-benefits-of-climate-smart-agriculture?cid=CCG_TT_climatechange_EN_EXT
[6] http://www.worldbank.org/en/news/press-release/2019/06/07/57-carbon-pricing-initiatives-now-in-place-globally-latest-world-bank-report-finds?CID=CCG_TT_climatechange_EN_EXT_I4C2019
[5] https://blogs.worldbank.org/sustainablecities/how-can-we-use-analytical-approaches-generate-urban-climate-investments-africa?CID=SURR_TT_WBGCities_EN_EXT
[4] https://understandrisk.org/vizrisk/?CID=CCG_TT_climatechange_EN_EXT
[4] http://www.worldbank.org/en/news/feature/2019/05/16/four-things-you-should-know-about-battery-storage?CID=CCG_TT_climatechange_EN_EXT_I4C2019

Top URLs in Tweet in G4:
[9] http://5starinnovation.com/hamburg-g20-leaders-innovations-needed-for-better-home-loan-interest-rate-management/
[2] http://www.simonmaxwell.eu/blog/a-dfid-response-to-the-climate-cataclysm.html
[2] http://Pharostoserve.org
[1] https://twitter.com/AhaJonathan/status/1137793045854937094
[1] https://www.undp.org/content/undp/en/home/news-centre/news/2019/Cyclones_Idai_Kenneth_Internation_partners_pledge_support_reconstruction_resilience_building_Mozambique.html
[1] http://www.worldbank.org/en/news/press-release/2019/05/16/world-bank-announces-euro-15-billion-10-year-sustainable-development-bond-in-ireland
[1] https://twitter.com/VKRAOMOVVA/status/1137667173088841728
[1] https://twitter.com/Reuters/status/1133711078834278400
[1] https://twitter.com/XHNews/status/1134834681520754688
[1] https://twitter.com/VKRAOMOVVA/status/1134970005114638336

Top URLs in Tweet in G5:
[7] http://www.worldbank.org/ja/news/press-release/2019/06/04/global-growth-to-weaken-to-26-in-2019-substantial-risks-seen?cid=ECR_TT_Tokyo_EN_EXT
[2] https://blogs.worldbank.org/voices/tackling-global-profitarchy-gender-and-choice-business-sector?cid=EXT_WBBlogTweetableShare_D_EXT
[1] http://www.worldbank.org/en/publication/global-economic-prospects
[1] http://wrld.bg/BsIo30oTqCp
[1] http://wrld.bg/SNiP30oHgAT
[1] http://wrld.bg/YLkv50u26H4
[1] http://www.worldbank.org/ja/news/speech/2019/06/04/remarks-by-world-bank-group-president-david-malpass-on-the-global-economic-prospects-report-launch?cid=ECR_TT_Tokyo_EN_EXT
[1] http://www.worldbank.org/ja/news/press-release/2019/05/01/new-world-bank-fund-to-support-climate-smart-mining-for-energy-transition?cid=ECR_TT_Tokyo_EN_EXT
[1] https://blogs.worldbank.org/voices/7-reasons-land-and-property-rights-be-top-global-agenda?cid=ECR_TT_Tokyo_EN_EXT
[1] http://www.worldbank.org/en/news/press-release/2019/05/17/world-bank-to-strengthen-human-capital-and-climate-resilience-in-haiti?cid=ECR_TT_Tokyo_EN_EXT

Top URLs in Tweet in G6:
[1] https://twitter.com/The_Endie/status/1137613138956697602
[1] https://www.imf.org/external/pubs/ft/fandd/2019/06/the-future-of-global-trade-goldberg.htm
[1] https://twitter.com/ipbes/status/1137254431467212800
[1] https://www.facebook.com/story.php?story_fbid=407780476736245&id=100025128888784
[1] https://twitter.com/OscarGerardoTV/status/1136663871261818880
[1] https://www.facebook.com/story.php?story_fbid=407779880069638&id=100025128888784
[1] https://www.proshareng.com/news/newscategory/newstitle/45608
[1] https://www.proshareng.com/news/newscategory/newstitle/45597
[1] https://www.jansatta.com/business/india-now-a-lower-middle-income-economy-world-bank-drops-developing-nation-tag/102691/?fbclid=IwAR2dhMgD4ohlegkWbUU3I4Or5Ef7QQrbxT3Gy7j7HpGZeabAp_Is9mTlIAA
[1] http://www.worldbank.org/en/publication/global-economic-prospects?fbclid=IwAR3Hbv7mEPWVORcZV-QHlGUjsFgmwoDOMmyQaHSZg-yFyK0zkh10VH6BAJk

Top URLs in Tweet in G7:
[11] http://www.worldbank.org/en/publication/global-economic-prospects
[9] http://www.worldbank.org/en/news/immersive-story/2019/06/04/the-global-economy-heightened-tensions-subdued-growth
[6] https://www.thenews.com.pk/latest/480743-world-bank-slashes-2019-growth-as-global-trade-slackens
[5] https://www.globalpolicyjournal.com/blog/23/05/2019/how-measure-inequality
[5] https://www.bbc.co.uk/news/48518536
[4] http://www.worldbank.org/en/news/press-release/2019/05/28/new-international-partnership-established-to-increase-the-use-of-energy-storage-in-developing-countries
[4] http://documents.worldbank.org/curated/en/328651559243659214/pdf/How-Much-Does-Reducing-Inequality-Matter-for-Global-Poverty.pdf
[4] http://www.worldbank.org/en/news/press-release/2019/06/04/global-growth-to-weaken-to-26-in-2019-substantial-risks-seen
[4] http://www.worldbank.org/en/news/feature/2015/03/18/5-ways-reduce-drivers-climate-change?cid=CCG_TTccgEN_D_EXT
[2] 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 G8:
[6] http://documents.worldbank.org/curated/en/328651559243659214/pdf/How-Much-Does-Reducing-Inequality-Matter-for-Global-Poverty.pdf
[2] https://www.worldbank.org/en/topic/education/brief/global-education-policy-dashboard
[1] http://www.worldbank.org/en/publication/global-economic-prospects
[1] http://www.worldbank.org/en/news/immersive-story/2019/06/04/the-global-economy-heightened-tensions-subdued-growth
[1] https://twitter.com/christophlakner/status/1134457359428915200

Top URLs in Tweet in G9:
[3] http://www.worldbank.org/en/news/feature/2019/05/23/four-things-you-should-know-about-sustainable-cooling?CID=CCG_TT_climatechange_EN_EXT_I4C2019
[2] https://blogs.worldbank.org/developmenttalk/all-family-estimating-resource-allocation-within-households
[2] https://blogs.worldbank.org/developmenttalk/shifting-gravity-global-poverty?CID=POV_TT_Poverty_EN_EXT
[1] http://wrld.bg/QVjO30oNl1w
[1] http://wrld.bg/wsrt30oSu10
[1] https://blogs.worldbank.org/sustainablecities/urban-20-inclusive-climate-resilient-and-sustainable-growth-key-future-cities?CID=SURR_TT_WBGCities_EN_EXT
[1] http://blogs.worldbank.org/opendata/creating-safer-workplaces-how-far-have-we-come?CID=POV_TT_Poverty_EN_EXT
[1] 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 G10:
[3] http://wrld.bg/nDoH30oNbbq?cid=ECR_TT_wblive_EN_EXT
[1] https://blogs.worldbank.org/voices/gender-equality-unleashing-real-wealth-nations
[1] http://www.worldbank.org/en/publication/global-economic-prospects
[1] http://wrld.bg/Yy0H30oNPuJ
[1] http://blogs.worldbank.org/endpovertyinsouthasia/what-s-keeping-india-dark
[1] http://live.worldbank.org/transformational-business-awards-and-conference-2019?cid=ECR_TT_wblive_EN_EXT&hootPostID=4f1e8f50b6c7215a28e0f6aabcffa57d
[1] http://live.worldbank.org/spring-meetings-2019-global-voices-interview-amina-mohammed?cid=ECR_TT_Worldbank_EN_EXT&hootPostID=8bb5e4de511d3f63ab574d2611acaf26
[1] https://live.worldbank.org/spring-meetings-2019-global-voices-interview-vandana-suri-saida-yusupova?cid=ECR_TT_Worldbank_EN_EXT&hootPostID=688d8481e575145fbe89e15a5369fe6e
[1] http://live.worldbank.org/innovate4climate?cid=ECR_TT_wblive_EN_EXT&hootPostID=c6946995e4e0226142e96aa1f16df971
[1] http://live.worldbank.org/innovate4climate?cid=ECR_TT_wblive_EN_EXT&hootPostID=dac15ab789ec0626d6e16d9715b62e9b

Top Domains
Top Domains in Tweet in Entire Graph:
[782] worldbank.org
[93] wrld.bg
[74] twitter.com
[14] pscp.tv
[14] mongabay.com
[13] youtube.com
[13] reuters.com
[12] trib.al
[11] theguardian.com
[10] lnkd.in

Top Domains in Tweet in G1:
[167] worldbank.org
[17] wrld.bg
[12] twitter.com
[12] trib.al
[4] youtube.com
[4] xinhuanet.com
[3] theguardian.com
[3] croptrust.org
[3] priceofoil.org
[2] gfdrr.org

Top Domains in Tweet in G2:
[154] worldbank.org
[49] wrld.bg
[7] bit.ly
[6] twitter.com
[3] wd2019.org
[2] youtube.com
[2] sitra.fi
[2] apolitical.co
[1] wed2016.com
[1] gfdrr.org

Top Domains in Tweet in G3:
[166] worldbank.org
[13] pscp.tv
[12] wrld.bg
[7] understandrisk.org
[4] youtube.com
[4] faveeo.com
[4] edx.org
[3] medium.com
[3] akdn.org
[2] connect4climate.org

Top Domains in Tweet in G4:
[18] twitter.com
[9] 5starinnovation.com
[2] worldbank.org
[2] simonmaxwell.eu
[2] pharostoserve.org
[1] undp.org
[1] iamrenew.com
[1] yahoo.com
[1] uni.com
[1] vizwiz.com

Top Domains in Tweet in G5:
[16] worldbank.org
[3] wrld.bg

Top Domains in Tweet in G6:
[8] twitter.com
[3] worldbank.org
[2] imf.org
[2] facebook.com
[2] proshareng.com
[1] jansatta.com
[1] youtube.com
[1] dailyfx.com

Top Domains in Tweet in G7:
[89] worldbank.org
[9] twitter.com
[8] lnkd.in
[6] com.pk
[5] globalpolicyjournal.com
[5] co.uk
[3] tweetedtimes.com
[2] aecnewstoday.com
[2] indiablooms.com
[1] t.co

Top Domains in Tweet in G8:
[10] worldbank.org
[1] twitter.com

Top Domains in Tweet in G9:
[10] worldbank.org
[2] wrld.bg

Top Domains in Tweet in G10:
[14] worldbank.org
[4] wrld.bg

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[234] cities
[222] innovate4climate
[172] worldbank
[146] energystorage
[135] sheisequal
[132] climatechange
[117] sustainablecooling
[109] education
[97] women
[92] humancapital



Top Hashtags in Tweet in G1:
[114] energystorage
[78] humancapital
[78] health
[78] education
[78] youth
[67] climatechange
[59] cities
[47] women
[45] growth
[35] wbgep2019

Top Hashtags in Tweet in G2:
[51] profitarchy
[43] women
[38] cities
[33] innovate4climate
[29] wbgep2019
[23] sustainablecooling
[22] wd2019
[21] ida19
[18] genderequality
[17] globalgrowth

Top Hashtags in Tweet in G3:
[142] innovate4climate
[131] cities
[51] sustainablecooling
[34] climatechange
[29] carbonpricing
[27] zambia
[27] climate
[27] worldbank
[26] dataviz
[19] dyk

Top Hashtags in Tweet in G4:
[38] mozambique
[38] eu
[14] sustainablecooling
[8] mortgagestress
[8] fintech
[4] worldenvironmentday
[4] cemmi2019
[3] makeovermonday
[2] murchison
[2] investors

Top Hashtags in Tweet in G5:
[135] sheisequal
[8] wbgep2019
[4] jica
[4] fukuoka
[4] 世畜絜済
[4] 世畜隀衜
[3] サブサハラ・アフリカ地åÿÿ
[3] gender
[2] climatechange
[2] ヨーロッパ・中央アジア地åÿÿ

Top Hashtags in Tweet in G6:
[6] economy
[6] india
[5] global
[3] suptechinfluencer
[3] gravitas
[3] uschinatradewar
[3] brexit
[3] growth
[3] gdpr
[2] ipbes

Top Hashtags in Tweet in G7:
[51] worldbank
[9] gdp
[6] climatechange
[6] economics
[5] relativepoverty
[5] absolutepoverty
[5] wealth
[5] trade
[4] news
[4] returns

Top Hashtags in Tweet in G8:
[1] trade

Top Hashtags in Tweet in G9:
[8] endpoverty
[6] sustainablecooling
[3] innovate4climate
[2] countpovertyout
[2] humancapital
[2] health
[2] education
[2] youth
[1] wbgep2019
[1] u20

Top Hashtags in Tweet in G10:
[47] deforestation
[47] tourism
[47] agriculture
[16] innovate4climate
[9] india
[8] pollution
[7] afghanistan
[7] srilanka
[6] climatechange
[4] cooling

Top Words
Top Words in Tweet in Entire Graph:
[2637] Words in Sentiment List#1: Positive
[2081] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[103446] Non-categorized Words
[108164] Total Words
[2248] worldbank
[2008] global
[853] world
[715] ã
[654] more

Top Words in Tweet in G1:
[1091] worldbank
[656] global
[250] world
[228] growth
[196] help
[170] more
[167] 2019
[158] 2
[153] key
[142] living

Top Words in Tweet in G2:
[466] worldbank
[301] global
[154] more
[123] new
[120] s
[111] male
[101] growth
[101] help
[96] â
[93] ðÿ

Top Words in Tweet in G3:
[251] wbg_climate
[220] more
[214] climate
[187] ðÿ
[154] worldbank
[142] #innovate4climate
[133] global
[131] smart
[131] #cities
[110] ï

Top Words in Tweet in G4:
[77] worldbank
[68] global
[68] world
[47] undp
[42] 4
[40] needed
[39] govt
[38] good
[38] see
[38] successful

Top Words in Tweet in G5:
[523] ã
[167] davidmalpasswbg
[152] global
[148] worldbank
[142] president
[142] world
[138] congrats
[138] becoming
[138] citizens
[138] calling

Top Words in Tweet in G6:
[126] ã
[59] worldbank
[56] global
[41] imfnews
[27] trade
[23] penny_wb
[19] future
[19] ç
[18] pinelopi
[18] goldberg

Top Words in Tweet in G7:
[77] global
[61] ã
[50] growth
[49] #worldbank
[44] 2
[39] world
[38] bank
[30] 2019
[26] 6
[20] climate

Top Words in Tweet in G8:
[101] reducing
[94] global
[92] poverty
[91] inequality
[81] christophlakner
[81] much
[81] matter
[78] new
[78] paper
[77] working

Top Words in Tweet in G9:
[102] wbg_poverty
[94] 1
[94] sub
[94] saharan
[94] africa
[93] 4
[92] 7
[89] thirty
[89] years
[89] ago

Top Words in Tweet in G10:
[59] hartwigschafer
[50] economy
[48] pakistan
[47] #deforestation
[47] affecting
[47] wider
[47] #tourism
[47] #agriculture
[47] partly
[47] rely

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[318] ð,ð
[259] ã,ã
[214] ðÿ,ï
[213] owned,businesses
[202] global,growth
[196] climate,smart
[195] world,bank
[195] sub,saharan
[191] saharan,africa
[180] joining,forces

Top Word Pairs in Tweet in G1:
[122] help,expand
[121] worldbank,partners
[121] expand,global
[121] global,market
[118] joining,forces
[118] forces,help
[110] key,worldbank
[109] news,key
[106] market,#energystorage
[102] partners,institutions

Top Word Pairs in Tweet in G2:
[75] oecd,facebook
[61] worldbank,oecd
[59] worldbank,new
[55] male,dominated
[54] dominated,sectors
[52] male,owned
[49] new,research
[41] worldbankâ,s
[38] ðÿ,ï
[38] 2019,global

Top Word Pairs in Tweet in G3:
[116] climate,smart
[110] ðÿ,ï
[69] learn,more
[63] smart,#cities
[59] things,know
[50] more,70
[49] join,#innovate4climate
[48] #innovate4climate,june
[48] june,4
[48] account,more

Top Word Pairs in Tweet in G4:
[40] world,needed
[38] good,see
[38] see,successful
[38] successful,conclusion
[38] conclusion,int'l
[38] int'l,pledging
[38] pledging,conf
[38] conf,4
[38] 4,#mozambique
[38] #mozambique,led

Top Word Pairs in Tweet in G5:
[189] ã,ã
[138] davidmalpasswbg,congrats
[138] congrats,becoming
[138] becoming,worldbank
[138] worldbank,president
[138] president,global
[138] global,citizens
[138] citizens,calling
[138] calling,create
[138] create,world

Top Word Pairs in Tweet in G6:
[47] ã,ã
[23] global,trade
[18] pinelopi,goldberg
[18] goldberg,penny_wb
[18] penny_wb,chief
[18] chief,economist
[18] economist,worldbank
[18] worldbank,writes
[18] writes,future
[18] future,global

Top Word Pairs in Tweet in G7:
[32] world,bank
[23] ã,ã
[20] global,growth
[17] 2,6
[14] global,economic
[12] economic,prospects
[8] climate,smart
[8] œ,œ
[7] https,t
[7] global,trade

Top Word Pairs in Tweet in G8:
[91] reducing,inequality
[91] global,poverty
[81] much,reducing
[81] inequality,matter
[81] matter,global
[77] new,working
[77] working,paper
[77] paper,much
[77] poverty,daniel
[77] daniel,gerszon

Top Word Pairs in Tweet in G9:
[94] sub,saharan
[94] saharan,africa
[89] thirty,years
[89] years,ago
[89] ago,1
[89] 1,7
[89] 7,world's
[89] world's,extreme
[89] extreme,poor
[89] poor,sub

Top Word Pairs in Tweet in G10:
[47] #deforestation,pakistan
[47] pakistan,affecting
[47] affecting,wider
[47] wider,economy
[47] economy,#tourism
[47] #tourism,#agriculture
[47] #agriculture,partly
[47] partly,rely
[47] rely,benefits
[46] hartwigschafer,#deforestation

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@imfnews
@wbg_climate
@common_planet
@davidmalpasswbg
@connect4climate
@okendapierre
@jstr
@realdonaldtrump
@fao

Top Replied-To in G1:
@worldbank
@common_planet
@bancomundial
@masterippm
@patrick70635297
@make_once
@jeffreyveregge
@taskyl1
@irisehub
@roodtxenextdoor

Top Replied-To in G2:
@worldbank
@davidmalpasswbg
@bsebti
@kgeorgieva
@wbg_environment

Top Replied-To in G3:
@wbg_climate
@connect4climate
@worldbank
@bbgafrica
@tysalihu
@ptvnewsofficial
@arynewsofficial

Top Replied-To in G4:
@fao
@un
@un_pga
@wto
@g20live
@undp
@worldbank

Top Replied-To in G5:
@davidmalpasswbg

Top Replied-To in G6:
@imfnews
@davidmalpasswbg
@discovermag
@akbaruddinindia
@mike_pberg
@bgarlinghouse
@bis_org
@worldbank
@avigyansingh18
@nw_nicholas

Top Replied-To in G8:
@tabataamaralsp
@rogriofausto

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@davidmalpasswbg
@iambeckyg
@wbg_energy
@oecd
@wbg_poverty
@facebook
@connect4climate
@un

Top Mentioned in G1:
@worldbank
@wbg_energy
@xhnews
@rramentoll
@pdchina
@soy_arodriguez
@cif_action
@chinadaily
@wbg_climate
@seforallorg

Top Mentioned in G2:
@worldbank
@oecd
@facebook
@kgeorgieva
@worldbankafrica
@wbg_gender
@wb_research
@wbg_climate
@wbg_cities

Top Mentioned in G3:
@wbg_climate
@worldbank
@connect4climate
@gfdrr
@brigitteknopf
@ifc_org
@wb_asiapacific
@victoriakwakwa
@wbg_cities
@datavizsociety

Top Mentioned in G4:
@worldbank
@un
@undp
@asteiner
@unfccc
@wef
@lagarde
@oecd
@unenvironment

Top Mentioned in G5:
@davidmalpasswbg
@worldbank
@iambeckyg
@worldbankkenya
@worldbanktokyo
@emmanuelmacron
@jica_
@jica_direct_en
@worldbankafrica
@zubie3

Top Mentioned in G6:
@worldbank
@imfnews
@penny_wb
@pmoindia
@wionews
@oecd
@foxnews
@ani
@rbi
@avigyansingh18

Top Mentioned in G7:
@aecnewstoday

Top Mentioned in G8:
@christophlakner
@kaushikcbasu
@andreawoodhouse
@martin_anota
@morellisal
@espry
@wb_research
@worldbank
@monicawaldvogel
@dd_forum

Top Mentioned in G9:
@wbg_poverty
@worldbank
@wbg_climate
@theifs
@wb_research
@womeningh

Top Mentioned in G10:
@hartwigschafer
@adixon_wb
@worldbank
@worldbanklive
@aminajmohammed
@wbg_climate
@wbg_energy
@wbg_ida
@worldbanksasia

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@koltovskoyyakov
@jude_mugabi
@nilimajumder
@safaricomplc
@quintero_funes
@serendipitysays
@smartcityfeed
@ecointernetdrgb
@raumunz

Top Tweeters in G1:
@safaricomplc
@quintero_funes
@raumunz
@monalisazelf
@mikecoulson48
@darrellwest1984
@lesechos
@sukasukaskip
@dailyfxteam
@quemero20

Top Tweeters in G2:
@nilimajumder
@olumideidowu
@drrafiqraji
@africaupdates
@alisonborealis
@adi7anand
@piapaulette
@byleivamiguel
@carolndosi
@4mypeers

Top Tweeters in G3:
@tictoc22
@djmer1
@npr
@michelleking66
@mediaite
@syawal
@consequence
@arynewsofficial
@ptvnewsofficial
@emweeklyrpt

Top Tweeters in G4:
@jude_mugabi
@fintechna
@vkraomovva
@wef
@dragonslynn1981
@daviddoughty
@talentahereza
@thetacit1101
@noikeanolife
@un

Top Tweeters in G5:
@yolanda12000
@qwxoiolzxflvxgv
@honeycocainaa__
@phoenixbrooklyn
@bxbosslady
@fxcku_imkapashy
@iambeckyg
@monkwe_tebogo
@kuni84165269
@rosesxwhy

Top Tweeters in G6:
@ndtv
@guardian
@foxnews
@reuters
@bankinformer
@nytimes
@mashable
@ani
@aajtak
@france24

Top Tweeters in G7:
@koltovskoyyakov
@ecointernetdrgb
@firstpost
@sciseekfeed
@indiablooms
@nayanikaaa
@econ_cl
@rrinternational
@udit_eco
@thenews_intl

Top Tweeters in G8:
@iamaniku
@nadanovonofront
@alainchristoph4
@rogriofausto
@whitefordpeter
@monicawaldvogel
@e_volution
@cansadita19
@brankomilan
@martin_anota

Top Tweeters in G9:
@luisb
@barcagurl_
@jaustinuche
@edumontee
@tundebharbs96
@aon_dofa
@0luwapemi
@shab302611
@sufyan___
@mr_clein

Top Tweeters in G10:
@tariquekhanjave
@khurramziakhan
@amazing__kamal
@michomos
@imagine_garden
@silencepl
@shahzad_grt
@sheikha57035177
@shanticate
@hike29