Worldbank (environment OR climate OR warming OR ecological OR planet OR global), Twitter, 11/13/2019 11:21:03 AM, 216286


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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-11-12_06-43-14.
Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-11-12_06-43-14.
From:
NodeXLExcelAutomator
Uploaded on:
November 13, 2019
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL http://bit.ly/2QcQJGv
@worldbank
@wbg_climate
@realdonaldtrump
@bored_wombat
@dawntj90
@thedisproof
@kingthobelanin
@wbg_cities
@worldbankindia
@worldbankwater

Top hashtags:


Description:
Description
The graph represents a network of 4,102 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 Tuesday, 12 November 2019 at 14:44 UTC.

The requested start date was Monday, 11 November 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, 23-hour, 50-minute period from Monday, 28 October 2019 at 01:02 UTC to Monday, 11 November 2019 at 00:53 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 : 4102
Unique Edges : 6422
Edges With Duplicates : 5883
Total Edges : 12305
Number of Edge Types : 3
Mentions : 11592
Tweet : 449
Replies to : 264
Self-Loops : 449
Reciprocated Vertex Pair Ratio : 0.0162941600576784
Reciprocated Edge Ratio : 0.0320658342792281
Connected Components : 175
Single-Vertex Connected Components : 99
Maximum Vertices in a Connected Component : 3720
Maximum Edges in a Connected Component : 11936
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.670548
Graph Density : 0.000418967629994991
Modularity : 0.459307
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,102 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 Tuesday, 12 November 2019 at 14:44 UTC.

The requested start date was Monday, 11 November 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, 23-hour, 50-minute period from Monday, 28 October 2019 at 01:02 UTC to Monday, 11 November 2019 at 00:53 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[71] https://openknowledge.worldbank.org/bitstream/handle/10986/29865/126579-Public-on-5-30-18-WorldBank-GenderInequality-Brief-v13.pdf?sequence=1&isAllowed=y
[23] http://wrld.bg/XtlD30pJAZu
[15] https://blogs.worldbank.org/sustainablecities/community-land-rights-untapped-solution-secure-climate-biodiversity-development-goals
[14] http://wrld.bg/mXX2306hHOk
[14] http://wrld.bg/fT3430pQFCn
[14] http://wrld.bg/m0W850wWmjl
[12] https://www.theguardian.com/global-development/2019/oct/03/a-fathers-grief-and-the-made-in-usa-bomb-dropped-in-yemen
[11] https://www.worldbank.org/en/events/2019/11/06/global-financial-development-report-2019-2020
[11] http://wrld.bg/QMy150wH0R0
[10] https://bit.ly/33y1IxY

Top URLs in Tweet in G1:
[9] https://blogs.worldbank.org/sustainablecities/community-land-rights-untapped-solution-secure-climate-biodiversity-development-goals
[8] https://www.worldbank.org/en/news/press-release/2019/10/29/commodity-prices-revised-down-as-global-growth-weakens-and-supplies-remain-ample?cid=SHR_SitesShareTT_EN_EXT
[7] https://www.worldbank.org/en/news/press-release/2019/10/29/commodity-prices-revised-down-as-global-growth-weakens-and-supplies-remain-ample?cid=ECR_TT_WorldBank_EN_EXT
[7] https://www.worldbank.org/en/news/press-release/2019/11/06/read-program-plays-crucial-role-in-global-effort-to-eliminate-learning-poverty?cid=SHR_SitesShareTT_EN_EXT
[4] https://blogs.worldbank.org/sustainablecities/community-land-rights-untapped-solution-secure-climate-biodiversity-development-goals?cid=SHR_BlogSiteShare_EN_EXT
[3] http://wrld.bg/L5ao50wZqtg
[3] https://mondediplo.com/outsidein/world-bank-report
[2] https://www.worldbank.org/en/news/press-release/2019/10/24/governments-worldwide-launched-294-reforms-over-the-past-year-to-make-doing-business-easier?CID=ECR_TT_worldbank_EN_EXT
[2] http://wrld.bg/tQ0r30mTnLY
[2] https://www.worldbank.org/en/news/press-release/2019/10/29/commodity-prices-revised-down-as-global-growth-weakens-and-supplies-remain-ample?cid=ECR_TT_WorldBank_EN_EXT#WBCMO

Top URLs in Tweet in G2:
[18] http://wrld.bg/XtlD30pJAZu
[9] http://wrld.bg/PSOJ30pO1ix
[9] http://wrld.bg/xoYP30pLBFQ
[9] http://wrld.bg/fT3430pQFCn
[6] http://wrld.bg/alEq30pOr6B
[5] http://wrld.bg/IkHQ30pEaKJ
[5] http://wrld.bg/KAIJ30pPK6Q
[5] http://ow.ly/Iiec30pNz0r
[4] http://wrld.bg/hwKn30pE3JR
[4] http://wrld.bg/v9gi30pN9tp

Top URLs in Tweet in G3:
[8] https://wef.ch/2TOLk77
[7] http://5starinnovation.com/hamburg-g20-leaders-innovations-needed-for-better-home-loan-interest-rate-management/
[2] https://www.africa.com/public-private-partnerships-are-key-to-creating-an-enabling-environment-for-africas-startups/
[2] https://www.theguardian.com/global-development/2019/nov/01/living-a-daily-tragedy-venezuelans-struggle-to-survive-in-colombia
[2] https://www.reuters.com/article/us-imf-worldbank-climatechange/imf-to-examine-climate-risk-to-financial-markets-official-idUSKBN1WY0RE
[1] https://twitter.com/arifaajakia/status/1193550933914984449
[1] https://twitter.com/AmbLindnerIndia/status/1189816218296807426
[1] https://www.undp.org/content/undp/en/home/blog/2019/how-can-we-hear-that-the-world-is-on-fire-.html
[1] https://www.weforum.org/events/annual-meeting-of-the-global-future-councils-2019/sessions/a0W0X00000Fv0YdUAJ
[1] https://twitter.com/GrouciDjamila/status/1189791999039332353

Top URLs in Tweet in G4:
[3] https://www.arabnews.com/node/1577016/business-economy
[1] https://live.worldbank.org/unleashing-potential-women-entrepreneurs-finance-markets?CID=ECR_TT_worldbank_EN_EXT_AM2019
[1] http://inshorts.com/en/news/world-bank-to-continue-with-$6-bn-annual-lending-target-for-india-1572183005200?utm_source=news_share&forward_to_store=true
[1] http://wrld.bg/ogEN50wSFKO
[1] https://www.worldbank.org/en/news/press-release/2019/10/24/doing-business-2020-accelerated-business-climate-reform-agenda-puts-pakistan-among-top-10-improvers

Top URLs in Tweet in G5:
[70] https://openknowledge.worldbank.org/bitstream/handle/10986/29865/126579-Public-on-5-30-18-WorldBank-GenderInequality-Brief-v13.pdf?sequence=1&isAllowed=y
[2] https://www.unodc.org/dohadeclaration/en/news/2019/11/hacking-for-justice--impressive-young-coders-compete-at-world-bank-global-hackathon.html
[1] https://www.youtube.com/watch?v=xnffdoIFMbw&feature=youtu.be

[1] https://live.worldbank.org/leveraging-innovations-rights-and-justice
[1] https://twitter.com/DohaDeclaration/status/1191728032609910784
[1] https://twitter.com/dohadeclaration/status/1193071977126338561
[1] https://twitter.com/tothelefteileen/status/1192491879193088000
[1] https://www.worldbank.org/en/events/2019/02/03/law-justice-and-development-week-2019

Top URLs in Tweet in G6:
[10] https://bit.ly/33y1IxY
[9] http://wrld.bg/QMy150wH0R0
[3] http://wrld.bg/eMQn50wPjIT
[3] http://wrld.bg/XtlD30pJAZu
[2] https://bit.ly/2VAkiCt
[2] http://wrld.bg/bsqe50wWtQK
[2] http://wrld.bg/lnWv50wO7An
[2] https://mailchi.mp/570b569ed88f/grsf-fall-updates
[2] http://wrld.bg/8WVA30pIYuE
[2] http://gpss.worldbank.org/

Top URLs in Tweet in G7:
[2] https://www.e-unwto.org/doi/book/10.18111/9789284420384?cookieSet=1
[1] https://travelandynews.com/unwto-launches-second-global-report-on-women-in-tourism/
[1] https://www.weforum.org/agenda/2019/09/how-survive-to-a-natural-disaster-with-less-than-2-per-day/
[1] https://www.worldbank.org/en/news/press-release/2019/01/08/world-bank-launches-2019-benchmark-program-with-largest-supranational-canadian-dollar-global-bond
[1] https://live.worldbank.org/learning-poverty-tackling-fundamentals
[1] https://climateanalytics.org/briefings/fact-check-trumps-paris-agreement-withdrawal-announcement/
[1] https://www.unenvironment.org/news-and-stories/story/spotlight-cities
[1] http://documents.worldbank.org/curated/en/322251495434571418/pdf/113572-WP-PUBLIC-FINAL-WBG-Climate-smart-Healthcare-002.pdf
[1] https://www.worldbank.org/en/news/press-release/2019/10/22/world-bank-and-global-fund-deepen-partnership-with-co-financing-agreement
[1] https://blogs.worldbank.org/health/world-health-summit-showcase-collaboration-better-health

Top URLs in Tweet in G8:
[6] http://wrld.bg/m0W850wWmjl
[5] https://www.worldbank.org/en/events/2019/11/06/global-financial-development-report-2019-2020
[4] https://openknowledge.worldbank.org/handle/10986/32595
[4] https://openknowledge.worldbank.org/handle/10986/32437
[3] https://blogs.worldbank.org/allaboutfinance/bank-regulation-and-supervision-decade-after-global-financial-crisis
[2] https://www.worldbank.org/en/news/press-release/2019/10/24/doing-business-2020-four-arab-countries-among-worlds-top-10-business-climate-improvers
[2] http://wrld.bg/fbpG50wRxF4
[2] https://blogs.worldbank.org/opendata/new-target-takes-aim-global-learning-crisis
[2] https://www.worldbank.org/en/publication/wdr2020
[1] https://openknowledge.worldbank.org/handle/10986/32517

Top URLs in Tweet in G9:
[3] https://bit.ly/2PYo33S
[1] https://www.worldbank.org/en/news/press-release/2019/11/08/new-world-bank-support-to-strengthen-fijis-business-environment-improve-access-to-finance-and-boost-resilience-to-climate-change
[1] https://www.cgdev.org/publication/tackling-triple-transition-global-health-procurement-brief
[1] https://www.cgdev.org/publication/creating-opportunities-rohingya-refugees-and-hosts-through-forest-landscape-restoration
[1] http://wrld.bg/jWQz50wSGEW
[1] http://wrld.bg/m0W850wWmjl
[1] http://gpss.worldbank.org/
[1] http://documents.worldbank.org/curated/en/241011468155717656/pdf/multi0page.pdf
[1] https://www.lboro.ac.uk/media-centre/press-releases/2019/november/mecs-awards-funding-to-worthwhile-causes/
[1] http://development-today.com/magazine/Frontpage/narrow_donor_base_raises_doubt_about_green_climate_funds_global_role

Top URLs in Tweet in G10:
[5] http://www.worldbank.org/en/news/feature/2015/03/18/5-ways-reduce-drivers-climate-change?cid=CCG_TTccgEN_D_EXT
[3] https://openknowledge.worldbank.org/handle/10986/32595
[2] https://ftalphaville.ft.com/2019/10/28/1572292428000/Libra-threat-has-central-banks-eyeing-faster-payments/
[2] https://www.worldbank.org/en/news/press-release/2019/10/29/commodity-prices-revised-down-as-global-growth-weakens-and-supplies-remain-ample?cid=ECR_TT_WorldBank_EN_EXT
[2] https://www.reuters.com/article/us-imf-worldbank-green-investment/eu-china-others-team-up-to-coordinate-green-investment-financing-idUSKBN1WX2IE
[2] https://www.worldbank.org/en/region/eca/publication/justice-system-and-business-climate-survey-in-south-east-europe
[2] https://www.worldbank.org/en/news/press-release/2018/03/19/climate-change-could-force-over-140-million-to-migrate-within-countries-by-2050-world-bank-report
[2] https://www.worldbank.org/en/news/press-release/2019/10/29/commodity-prices-revised-down-as-global-growth-weakens-and-supplies-remain-ample
[2] https://www.worldbank.org/en/publication/gfdr
[2] https://blogs.worldbank.org/sustainablecities/community-land-rights-untapped-solution-secure-climate-biodiversity-development-goals

Top Domains
Top Domains in Tweet in Entire Graph:
[544] worldbank.org
[262] wrld.bg
[43] twitter.com
[25] bit.ly
[19] theguardian.com
[14] reuters.com
[9] wef.ch
[8] linkedin.com
[7] cgiar.org
[7] 5starinnovation.com

Top Domains in Tweet in G1:
[111] worldbank.org
[17] wrld.bg
[6] twitter.com
[5] pipit.global
[3] thegpsa.org
[3] blogspot.com
[3] mondediplo.com
[2] doingbusiness.org
[2] climatechangenews.com
[2] bahrainedb.com

Top Domains in Tweet in G2:
[147] wrld.bg
[66] worldbank.org
[6] ow.ly
[2] twitter.com
[1] thegef.org
[1] bit.do
[1] theguardian.com
[1] environewsnigeria.com
[1] youtube.com
[1] mediamax.am

Top Domains in Tweet in G3:
[8] wef.ch
[7] twitter.com
[7] 5starinnovation.com
[3] reuters.com
[2] weforum.org
[2] africa.com
[2] theguardian.com
[1] undp.org
[1] fao.org
[1] georgetown.edu

Top Domains in Tweet in G4:
[3] arabnews.com
[2] worldbank.org
[1] inshorts.com
[1] wrld.bg

Top Domains in Tweet in G5:
[72] worldbank.org
[3] twitter.com
[2] unodc.org
[1] youtube.com

Top Domains in Tweet in G6:
[38] wrld.bg
[18] bit.ly
[15] worldbank.org
[2] mailchi.mp
[1] petroleum-economist.com
[1] campaign-archive.com
[1] twitter.com

Top Domains in Tweet in G7:
[8] worldbank.org
[2] e-unwto.org
[1] travelandynews.com
[1] weforum.org
[1] climateanalytics.org
[1] unenvironment.org
[1] milkeninstitute.org

Top Domains in Tweet in G8:
[44] worldbank.org
[14] wrld.bg
[2] doingbusiness.org
[2] stat.world
[1] bit.ly
[1] voxeu.org

Top Domains in Tweet in G9:
[3] worldbank.org
[3] bit.ly
[2] cgdev.org
[2] wrld.bg
[2] lnkd.in
[1] ac.uk
[1] development-today.com
[1] cityam.com
[1] devex.com
[1] linkedin.com

Top Domains in Tweet in G10:
[55] worldbank.org
[7] reuters.com
[7] twitter.com
[3] wrld.bg
[3] linkedin.com
[2] ft.com
[2] instagram.com
[2] theguardian.com
[2] global-lifetips.com
[1] ressources-magazine.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[137] climatechange
[133] doingbiz
[102] hackathon4justice
[71] womenintech
[70] worldbank
[68] africa
[61] wbgmeetings
[58] climate
[56] act4ruleoflaw
[52] resilientschools



Top Hashtags in Tweet in G1:
[37] climatechange
[34] sdgsandher
[34] womenentrepreneurs
[30] wbgmeetings
[29] doingbiz
[19] education
[15] saudi
[14] learningpoverty
[12] climate
[11] wbcmo

Top Hashtags in Tweet in G2:
[68] climatechange
[48] naturalcapital
[43] resilientschools
[35] conservation
[34] infographic
[28] africa
[26] buildtolast
[25] india
[24] climatemigrants
[24] pollution

Top Hashtags in Tweet in G3:
[12] sw4sw
[11] india
[9] climateaction
[8] fintech
[8] environment
[7] mortgagestress
[5] southstart19
[4] worldbank
[4] sdgs
[4] sdg4

Top Hashtags in Tweet in G4:
[15] live
[11] pakistan
[9] prosperity
[9] doingbusiness2020
[8] economy
[4] doingbiz
[4] fii2019
[3] sheisequal
[3] cgdtalks
[2] saudi

Top Hashtags in Tweet in G5:
[101] hackathon4justice
[70] womenintech
[54] act4ruleoflaw
[30] ljdweek2019
[22] southafrica
[21] africateengeeks
[8] judicialintegrity
[6] artificialintelligence
[6] cybersecurityawarenessmonth
[6] globalgoals

Top Hashtags in Tweet in G6:
[30] africaspulse
[20] africa
[16] genderequality
[14] women
[11] foodsystem
[11] bogotã¡
[10] inclusionmatters
[7] womenentrepreneurs
[5] empowerwomen
[5] grsf

Top Hashtags in Tweet in G7:
[23] tek4healthequity
[18] globalhealthpolitics
[10] unwto
[8] whsg2019
[4] healthforall
[4] エイズ
[4] 結核
[4] マラリア
[2] genderequality
[2] tourism

Top Hashtags in Tweet in G8:
[14] jordan
[11] doingbusiness
[9] doingbiz
[8] worldbank
[6] wbcmo
[6] wdr2020
[6] statistics
[5] inequality
[5] landrights
[5] climate

Top Hashtags in Tweet in G9:
[8] fiji
[3] teamfiji
[3] worldbank
[2] inktober2019
[2] climatechange
[2] resilientschools
[2] technology
[2] development
[2] law
[2] cgdtalks

Top Hashtags in Tweet in G10:
[24] worldbank
[7] climatechange
[5] imf
[5] actonclimate
[3] doingbiz
[3] libra
[3] climateaction
[3] commodities
[2] trade
[2] vietnam

Top Words
Top Words in Tweet in Entire Graph:
[3648] Words in Sentiment List#1: Positive
[2004] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[98212] Non-categorized Words
[103864] Total Words
[1836] worldbank
[1572] global
[707] climate
[644] s
[563] ø

Top Words in Tweet in G1:
[774] worldbank
[351] global
[197] business
[163] s
[145] climate
[127] countries
[123] 2020
[92] world
[90] commodity
[87] markets

Top Words in Tweet in G2:
[200] wbg_climate
[184] climate
[175] worldbank
[152] countries
[139] global
[111] s
[107] wbg_cities
[94] billion
[93] ivonnehiguero
[92] ðÿ

Top Words in Tweet in G3:
[165] global
[162] worldbank
[100] world
[61] wto
[57] g20org
[54] firstrand
[54] ellevest
[54] kremlinrussia_e
[54] eu_commission
[53] _africanunion

Top Words in Tweet in G4:
[195] worldbank
[178] davidmalpasswbg
[156] president
[136] vision
[135] india
[133] assurance
[133] 6b
[133] lending
[133] appreciating
[133] ble

Top Words in Tweet in G5:
[194] global
[151] dohadeclaration
[143] worldbank
[140] gt
[129] antgrasso
[120] ðÿ
[101] #hackathon4justice
[70] price
[70] gender
[70] inequality

Top Words in Tweet in G6:
[69] global
[54] worldbankafrica
[38] worldbankkenya
[37] climate
[37] poverty
[31] report
[30] #africaspulse
[29] over
[28] people
[27] world

Top Words in Tweet in G7:
[76] worldbank
[54] global
[40] unicef
[34] health
[30] alston_unsr
[30] sfparr
[30] thenewschool
[30] sfu
[29] harvardchansph
[29] fudanuniversity

Top Words in Tweet in G8:
[400] ø
[287] ù
[106] global
[48] countries
[37] financial
[35] s
[32] bank
[32] business
[28] 10
[27] ùšø

Top Words in Tweet in G9:
[49] worldbank
[43] president
[41] s
[38] cgdev
[27] tuesday
[26] davidmalpasswbgâ
[23] world
[22] bank
[19] 3
[18] join

Top Words in Tweet in G10:
[46] global
[35] world
[32] bank
[24] #worldbank
[16] business
[16] report
[15] development
[15] climate
[15] 2020
[14] s

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[252] ø,ø
[205] ø,ù
[172] ðÿ,ðÿ
[170] climate,change
[169] world,bank
[165] ù,ø
[157] top,10
[150] business,climate
[142] davidmalpasswbg,president
[141] president,worldbank

Top Word Pairs in Tweet in G1:
[79] business,climate
[79] commodity,markets
[79] markets,outlook
[67] worldbank,commodity
[64] worldbank,worldbank
[58] doing,business
[56] global,value
[51] improve,business
[50] value,chains
[40] global,trade

Top Word Pairs in Tweet in G2:
[57] income,countries
[48] low,income
[48] countries,livelihoods
[48] livelihoods,depend
[48] depend,#naturalcapital
[48] #naturalcapital,governments
[48] governments,lose
[48] 12,billion
[48] billion,potential
[47] lose,7â

Top Word Pairs in Tweet in G3:
[52] joelosteen,psraymccauley
[52] psraymccauley,joshuamccauley
[52] joshuamccauley,celliersj1
[52] celliersj1,firstrand
[52] firstrand,standardbankza
[52] standardbankza,mesirowfin
[52] mesirowfin,blackrock
[52] blackrock,ellevest
[52] ellevest,lisastone
[52] lisastone,salliekrawcheck

Top Word Pairs in Tweet in G4:
[141] davidmalpasswbg,president
[135] president,worldbank
[133] assurance,davidmalpasswbg
[133] worldbank,6b
[133] 6b,lending
[133] lending,india
[133] india,appreciating
[133] appreciating,vision
[132] omkar_raii,assurance
[127] vision,hon

Top Word Pairs in Tweet in G5:
[86] ðÿ,ðÿ
[70] global,price
[70] price,gender
[70] gender,inequality
[70] inequality,link
[70] link,gt
[70] gt,gt
[70] gt,worldbank
[70] worldbank,antgrasso
[70] antgrasso,#womenintech

Top Word Pairs in Tweet in G6:
[26] #africaspulse,report
[17] new,#africaspulse
[16] find,out
[15] climate,change
[14] four,ten
[14] over,416
[14] 416,million
[14] lived,below
[14] below,1
[14] 1,90

Top Word Pairs in Tweet in G7:
[30] alston_unsr,sfparr
[30] sfparr,thenewschool
[30] thenewschool,sfu
[30] sfu,worldbank
[29] worldbank,unicef
[29] unicef,harvardchansph
[29] harvardchansph,fudanuniversity
[29] fudanuniversity,kadijaferryman
[27] kadijaferryman,datasociety
[24] global,action

Top Word Pairs in Tweet in G8:
[178] ø,ø
[149] ø,ù
[122] ù,ø
[81] ù,ù
[35] global,financial
[26] bank,regulation
[24] business,climate
[22] ùšø,ø
[20] ù,ùš
[19] development,report

Top Word Pairs in Tweet in G9:
[26] president,davidmalpasswbgâ
[22] world,bank
[15] worldbank,join
[15] join,tuesday
[15] tuesday,november
[15] november,5
[15] 5,3
[15] 3,pm
[15] pm,edt
[15] edt,discussion

Top Word Pairs in Tweet in G10:
[27] world,bank
[8] global,financial
[6] climate,change
[6] doing,business
[6] development,report
[5] bank,report
[5] 5,ways
[5] ways,reduce
[5] reduce,drivers
[5] drivers,#climatechange

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@cyrilramaphosa
@alston_unsr
@sec_enforcement
@business
@clintonfdn
@thewilsoncenter
@jun_neri
@wef
@senjohnbarrasso

Top Replied-To in G1:
@worldbank
@senjohnbarrasso
@dfid_climate
@jonathansaid1
@raniakhalek
@spglobalplatts
@maxcroser
@drbeileh
@ahsan__ahmed
@senatorenzi

Top Replied-To in G2:
@wbg_climate
@ivonnehiguero
@nenagh9
@abnjamnshi
@samehnwahba
@worldbank
@hartwigschafer
@natcapcoalition
@unep

Top Replied-To in G3:
@cyrilramaphosa
@sec_enforcement
@wef
@toiindianews
@antonioguterres
@worldbank
@imflive
@realdonaldtrump
@zerohedge
@paulcadario

Top Replied-To in G4:
@fiiksa
@worldbank
@davidmalpasswbg
@oniykashmir
@moulanaofficial
@appcsocialmedia

Top Replied-To in G5:
@pmoindia
@anandmahindra
@museumnext

Top Replied-To in G6:
@syngentafdn
@drvandycke
@worldbank
@worldbankafrica

Top Replied-To in G7:
@alston_unsr
@globalgoalsun
@paul_irving1
@shams_syed
@unwto
@un

Top Replied-To in G9:
@alanhgelb
@worldbank
@cgdev
@dfid_uk

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@davidmalpasswbg
@dohadeclaration
@omkar_raii
@wbg_cities
@worldbankwater
@un
@worldbankindia
@ivonnehiguero

Top Mentioned in G1:
@worldbank
@ptiofficial
@readinggcd
@jdipaoloc
@actionaid
@fijiag
@mojksa_en
@rightsresources
@gpforeducation
@ketca254

Top Mentioned in G2:
@wbg_climate
@worldbank
@wbg_cities
@ivonnehiguero
@thegef
@samehnwahba
@gfdrr
@adixon_wb
@ipbes
@unep

Top Mentioned in G3:
@worldbank
@un
@wto
@g20org
@kremlinrussia_e
@_africanunion
@eu_commission
@joelosteen
@psraymccauley
@joshuamccauley

Top Mentioned in G4:
@worldbank
@davidmalpasswbg
@omkar_raii
@fiiksa
@maaljadaan
@mofksa
@malkassabi
@arabnews
@grandpalaisrmn
@golf_saudi

Top Mentioned in G5:
@dohadeclaration
@worldbank
@antgrasso
@africateengeeks
@lindiweem
@unodc
@ukenergyinnov8
@pammkhizeza

Top Mentioned in G6:
@worldbankafrica
@worldbankkenya
@worldbank
@wbg_transport
@wbg_poverty
@environment_ke
@gafspfund
@wbg_climate
@ifc_org
@mpi_digital

Top Mentioned in G7:
@worldbank
@unicef
@sfparr
@thenewschool
@sfu
@harvardchansph
@fudanuniversity
@kadijaferryman
@datasociety
@nyutandon

Top Mentioned in G8:
@wbpubs
@ademirguckunt
@worldbank
@wb_research
@worldbankmena
@worldbankeca
@diop_wb
@albankaldawli
@stat_world
@pdavies5

Top Mentioned in G9:
@worldbank
@cgdev
@masoodcgd
@thegcf
@anitnath
@kdnavis
@daveevansphd
@cindy_y_huang
@nicole_cassou

Top Mentioned in G10:

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@detikcom
@jurylady5
@edinburghwatch
@odio_nao
@rjber15
@raybae689
@mradgggggg
@ecointernetdrgb
@abosife2010

Top Tweeters in G1:
@edinburghwatch
@kinshasaweb
@staunchinsafian
@petchary
@sherbah46958042
@ambitiousfree
@makintamie
@pablodelamac
@ft
@stfuimtweetn0_o

Top Tweeters in G2:
@abosife2010
@reuters
@olumideidowu
@sdmcardenadenis
@smita093
@nomoreslaves
@labeecee15
@groucidjamila
@vievararosel
@torontoprof1

Top Tweeters in G3:
@cnnnews18
@wwf
@walmart
@santchiweb
@annamoor1995
@theofficialsbi
@foxnews
@zerohedge
@nytimes
@ani

Top Tweeters in G4:
@raybae689
@mradgggggg
@pickooo
@arabia_nation
@lawseris
@arabnews
@ahsanali0551
@ssngm2030
@moulanaofficial
@othman111mo

Top Tweeters in G5:
@rjber15
@ndtv
@zeenews
@ssxman2
@republic
@phoenixgyaan
@femtech_
@almond3131
@gamedev_planet
@jaguilam2003

Top Tweeters in G6:
@nembotavy_0101
@dublencoigor
@africaupdates
@esienne
@domingonarvaez1
@homekyle
@tolbert_ke
@cobyi
@cedice
@xhuga2

Top Tweeters in G7:
@korieunfpa
@qwxoiolzxflvxgv
@ltuhura2017
@aarp
@un_women
@publichealthmap
@peterasinger
@unicef
@who
@ronaldklain

Top Tweeters in G8:
@odio_nao
@diegodelunamx
@cubby_ghum
@soncabral
@mwakz
@headpointer
@drmagdyalsharif
@jovinosumicity
@vibraniumheartx
@mnarbs

Top Tweeters in G9:
@apiwenuwen
@greenvisionzim
@mojamesapted
@glassmanamanda
@wb_asiapacific
@cgdev
@dfid_uk
@vijramachandran
@devbusiness
@indianisation

Top Tweeters in G10:
@detikcom
@nationnews
@nigelb54
@clime_it
@dbcurren
@treebanker
@mikeconkey
@500drachmas
@seovalencia
@arindammr