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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-08-06_16-12-43. (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 07, 2019
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL http://bit.ly/2YqCNy6
@worldbank
@wbg_climate
@worldbankafrica
@afriksctv
@banquemondiale
@flongshank
@global_renewal
@undp
@worldeconomics
@aseewisahn

Top hashtags:
#econothon

Description:
Description
The graph represents a network of 3,178 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, 06 August 2019 at 23:13 UTC.

The requested start date was Monday, 05 August 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, 43-minute period from Monday, 22 July 2019 at 00:15 UTC to Sunday, 04 August 2019 at 23:58 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 : 3178
Unique Edges : 4335
Edges With Duplicates : 2625
Total Edges : 6960
Number of Edge Types : 3
Mentions : 6370
Tweet : 398
Replies to : 192
Self-Loops : 398
Reciprocated Vertex Pair Ratio : 0.0128939828080229
Reciprocated Edge Ratio : 0.0254596888260255
Connected Components : 134
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 2903
Maximum Edges in a Connected Component : 6653
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.277456
Graph Density : 0.000490169569552081
Modularity : 0.548168
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[22] https://www.pwc.com/gx/en/issues/economy/global-economy-watch/energy-efficient-global-economy.html#economy
[15] http://wrld.bg/Cyvg30p6Nrp
[14] https://www.idiva.com/the-daily-agenda/global-news/anshula-kant-is-the-first-female-to-be-appointed-as-md-and-cfo-of-world-bank/18001394?utm_source=marketbeam&utm_medium=mb-twitter
[13] http://wrld.bg/LVIs30p6NmP
[12] http://www.worldbank.org/en/news/feature/2015/03/18/the-renewable-electricity-grid-the-future-is-now
[10] http://wrld.bg/H7J330mE9cx
[8] https://www.youtube.com/playlist?list=PLopq6yGfmFAtShwtumbhGByfwLoLYFq2M?cid=ECR_TT_WorldBank_EN_EXT
[8] https://blogs.worldbank.org/ar/developmenttalk/global-outlook-weak-momentum-heightened-risks?cid=ECR_TT_WorldBank_AR_EXT
[8] http://live.worldbank.org/econothon?CID=ECR_TT_worldbank_EN_EXT_ECOTHON&hootPostID=74220c8fb1151363cf66d43e00964fbc
[8] https://datacatalog.worldbank.org/dataset/terrestrial-biodiversity-indicators?deliveryName=DM42615

Top URLs in Tweet in G1:
[14] https://www.idiva.com/the-daily-agenda/global-news/anshula-kant-is-the-first-female-to-be-appointed-as-md-and-cfo-of-world-bank/18001394?utm_source=marketbeam&utm_medium=mb-twitter
[7] http://live.worldbank.org/econothon?CID=ECR_TT_worldbank_EN_EXT_ECOTHON&hootPostID=74220c8fb1151363cf66d43e00964fbc
[5] https://www.youtube.com/playlist?list=PLopq6yGfmFAtShwtumbhGByfwLoLYFq2M?cid=ECR_TT_WorldBank_EN_EXT
[5] https://sputniknews.com/business/20190802/1076439044/indian-economy-slips-down-one-notch-to-7th-place-in-world-bank-global-ranking-.html?utm_source=short_direct&utm_medium=short_url&utm_content=8RnP&utm_campaign=URL_shortening
[4] https://www.tandfonline.com/doi/full/10.1080/00074918.2019.1639251
[2] https://live.worldbank.org/WBGEconothon
[2] http://live.worldbank.org/econothon
[2] http://ida.worldbank.org/ida19-brochure?cid=ECR_TT_WorldBank_EN_EXT
[2] https://blogs.worldbank.org/developmenttalk/how-important-are-global-value-chains-development-read-new-wdr2020-draft-report-and?cid=ECR_TT_WorldBank_EN_EXT&hootPostID=b26034b080209ccde273093f19d69c97
[2] http://wrld.bg/zONo50uZKuy

Top URLs in Tweet in G2:
[8] http://wrld.bg/WMzR30p6MH5
[8] https://datacatalog.worldbank.org/dataset/terrestrial-biodiversity-indicators?deliveryName=DM42615
[8] https://www.environewsnigeria.com/mdas-charged-on-climate-mitigation-projects-for-third-green-bond/
[7] http://wrld.bg/LVIs30p6NmP
[7] http://blogs.worldbank.org/nasikiliza/why-do-people-live-in-flood-prone-areas-reflections-from-dar-es-salaam?cid=SHR_BlogSiteShare_EN_EXT
[6] http://wrld.bg/Vuuv30pf1wU
[6] http://wrld.bg/PGYc30o7Rzv
[6] http://wrld.bg/zvQU30p6Np3
[6] http://wrld.bg/Cyvg30p6Nrp
[5] http://wrld.bg/BnFh30pdFv3

Top URLs in Tweet in G3:
[5] http://5starinnovation.com/hamburg-g20-leaders-innovations-needed-for-better-home-loan-interest-rate-management/
[3] https://www.worldbank.org/
[3] https://www.technologyreview.com/s/613979/gene-editing-will-help-far-more-than-organic-food-to-slow-global-warming/?linkId=71122833
[2] https://bigdata.cgiar.org/blog-post/ciat-world-bank-and-partners-announce-digital-agriculture-country-profiles-initiative/
[2] https://www.worldbank.org/en/topic/agriculture/publication/future-of-food-harnessing-digital-technologies-to-improve-food-system-outcomes
[2] https://www.brettonwoodsproject.org/topics/environment/
[1] https://www.abc.net.au/4corners/digging-into-adani/9008500
[1] https://twitter.com/Telegraph/status/1104110432376291328?s=20
[1] https://twitter.com/VarniitNigam/status/1104280954833534983?s=20
[1] https://www.livemint.com/politics/policy/no-recovery-in-sight-for-the-indian-economy-1564557318484.html

Top URLs in Tweet in G4:
[7] https://openknowledge.worldbank.org/handle/10986/30418
[3] http://wrld.bg/Cyvg30p6Nrp
[3] http://wrld.bg/M1Ao30o4V7C
[3] http://wrld.bg/cgUx50uMqnu
[2] http://live.worldbank.org/econothon?CID=ECR_TT_worldbank_EN_EXT_ECOTHON
[2] http://wrld.bg/bRL830lTuOT
[2] https://dai-global-developments.com/articles/improving-safety-net-programmes-to-include-those-most-vulnerable-to-climate-change
[1] https://www.worldbank.org/en/news/press-release/2019/07/24/world-bank-mobilizes-us300-million-to-finance-the-ebola-response-in-democratic-republic-of-congo
[1] https://blogs.worldbank.org/voices/talking-development-non-stop-24-hour-global-econothon-world-bank-group-knowledge-priorities?CID=ECR_TT_worldbank_EN_EXT_ECOTHON
[1] http://live.worldbank.org/econothon?CID=ECR_FB_worldbank_EN_EXT_ECOTHON

Top URLs in Tweet in G5:
[2] https://reliefweb.int/report/world/world-resources-report-creating-sustainable-food-future-menu-solutions-feed-nearly-10
[2] https://undpsrilanka.exposure.co/value-for-waste
[2] https://srishtisewak.blogspot.com/2019/08/slow-down-is-good-for-environment-earth.html
[2] http://www.worldbank.org/en/news/speech/2016/05/05/remarks-world-bank-group-president-jim-yong-kim-climate-action-summit
[1] https://twitter.com/ralienbekkers/status/1157853674787311616
[1] https://www.climatecentre.org/news/1169/urgent-action-needed-to-tackle-climate-changea-s-a-silent-killera-heatwaves
[1] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=WAT_TT_Water_EN_EXT
[1] https://t.co/UXkXA9GIED
[1] https://www.iamrenew.com/sustainability/food-sustainability-research-suggests-5-course-menu-to-solve-challenge/
[1] https://www.iamrenew.com/environment/china-is-building-worlds-biggest-waste-to-energy-plant/

Top URLs in Tweet in G6:
[6] http://wrld.bg/fdp150vadkF
[2] http://wrld.bg/LVIs30p6NmP
[1] http://documents.worldbank.org/curated/en/346931544803116398/On-Public-Health-and-Medical-Care-Systems-Challenges-and-Options-Collected-Blogs-and-Briefs
[1] http://www.worldbank.org/en/topic/mental-health
[1] http://documents.worldbank.org/curated/en/677451548260528135/Confronting-Illicit-Tobacco-Trade-a-Global-Review-of-Country-Experiences
[1] https://twitter.com/drkatiadepinho/status/1154052129352499200
[1] https://twitter.com/WHO/status/1151548791021015040
[1] http://wrld.bg/Cyvg30p6Nrp
[1] http://wrld.bg/3XqX30pdHiY
[1] http://wrld.bg/hRLN30pbTP0

Top URLs in Tweet in G7:
[2] https://www.rferl.org/a/dirty-laundry-vigilante-violence-prompts-uzbek-warning-against-posting-videos/28848403.html
[1] https://www.rferl.org/a/uzbekistan-thaw-prison-releases-mirziyoev-human-rights/28806562.html
[1] https://www.ozodlik.org/a/30083732.html
[1] https://www.rferl.org/a/uzbekistan-transgender-woman-asylum-belarus/28961587.html
[1] https://twitter.com/ASeewisahn/status/1154742847037308928?s=19
[1] https://twitter.com/Reuters/status/1154664238398541824?s=19

Top URLs in Tweet in G8:
[2] https://www.reuters.com/article/us-imf-worldbank-outlook/imf-says-global-economy-cooling-coordinated-stimulus-may-be-needed-idUSKCN1RL1J4
[1] https://twitter.com/whobulletin/status/1157217382882041856
[1] http://www.cepii.fr/CEPII/fr/publications/wp/abstract.asp?NoDoc=12060
[1] https://twitter.com/IMFNews/status/1134807004923465728
[1] https://bmoney2017.blogspot.com/2019/08/bp-1.html
[1] https://bmoney2017.blogspot.com/2019/08/my-bill-to-rothschilds-6.html
[1] https://ssir.org/articles/entry/demystifying_machine_learning_for_global_development#
[1] https://twitter.com/AlbaniaRipple/status/1155544068266647553
[1] https://twitter.com/BBC/status/914490346557472768

Top URLs in Tweet in G9:
[3] https://www.global-lifetips.com/worldbank-consultant/
[2] https://www.irf.global/event/ppp19-sep-was/
[2] https://blogs.worldbank.org/health/connecting-climate-change-and-health-better-development?cid=EXT_WBBlogSocialShare_D_EXT
[2] http://rpujolviven.blogspot.com.es/2015/06/mankind-is-melding-by-own-hot.html
[2] https://www.worldbank.org/en/programs/gasflaringreduction?linkId=71221126
[2] http://www.worldbank.org/en/news/feature/2015/03/18/5-ways-reduce-drivers-climate-change?cid=CCG_TTccgEN_D_EXT
[1] https://twitter.com/WorldBank/status/1153198213257728001
[1] https://www.theeconomyclub.com/are-nations-losing-trust-in-the-global-financial-pillars-imf-and-world-bank/
[1] https://blogs.worldbank.org/es/voices/hablar-sobre-el-desarrollo-sin-parar-econoton-global-de-24-horas-conocimientos-y-prioridades-del-grupo-banco-mundial?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM15960
[1] https://data.worldbank.org/indicator/EN.CO2.ETOT.ZS?locations=FR-DE

Top URLs in Tweet in G10:
[3] http://wrld.bg/LVIs30p6NmP
[3] http://wrld.bg/Cyvg30p6Nrp
[3] http://www.ipieca.org/events/world-bank-flare-reduction-webinar/
[3] http://www.thinkgeoenergy.com/climate-investment-funds-cerro-pabellon-geothermal-plant-showcase-website/
[2] https://live.worldbank.org/econothon
[2] http://wrld.bg/YwJH30oG0Ja
[2] https://blogs.worldbank.org/climatechange/pipes-prosperity-resilient-infrastructure-opportunity/?cid=EXT_WBBlogTweetableShare_D_EXT
[1] http://live.worldbank.org/econothon?CID=ECR_TT_wblive_EN_EXT_ECOTHON&hootPostID=2798ed89ddf9b6cf0b700bc878c7c33b
[1] http://live.worldbank.org/econothon?CID=ECR_TT_wblive_EN_EXT_ECOTHON&hootPostID=4f7652ddab8b4d0f70a03f45b6cf31f1
[1] http://live.worldbank.org/econothon?CID=ECR_TT_wblive_EN_EXT_ECOTHON&hootPostID=8ed4d443c863de8a768c485e14eb84e2

Top Domains
Top Domains in Tweet in Entire Graph:
[399] worldbank.org
[233] wrld.bg
[62] twitter.com
[22] youtube.com
[22] pwc.com
[15] idiva.com
[9] blogspot.com
[8] environewsnigeria.com
[7] technologyreview.com
[7] fiinews.com

Top Domains in Tweet in G1:
[73] worldbank.org
[17] wrld.bg
[14] idiva.com
[11] youtube.com
[11] twitter.com
[5] sputniknews.com
[4] blogspot.com
[4] tandfonline.com
[2] climateinvestmentfunds.org
[2] moneycontrol.com

Top Domains in Tweet in G2:
[145] wrld.bg
[110] worldbank.org
[8] environewsnigeria.com
[6] youtube.com
[6] twitter.com
[3] ow.ly
[2] akdn.org
[1] bit.ly
[1] wacaprogram.org
[1] youtu.be

Top Domains in Tweet in G3:
[11] twitter.com
[8] worldbank.org
[5] 5starinnovation.com
[4] trust.org
[3] technologyreview.com
[3] brettonwoodsproject.org
[2] huffingtonpost.com
[2] cgiar.org
[2] youtube.com
[1] net.au

Top Domains in Tweet in G4:
[15] worldbank.org
[11] wrld.bg
[2] dai-global-developments.com
[1] bit.ly
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G5:
[3] worldbank.org
[2] reliefweb.int
[2] exposure.co
[2] twitter.com
[2] blogspot.com
[2] iamrenew.com
[1] climatecentre.org
[1] t.co
[1] sustainablefoodfuture.org

Top Domains in Tweet in G6:
[11] wrld.bg
[7] twitter.com
[4] worldbank.org
[1] saharareporters.com
[1] seekdevelopment.org

Top Domains in Tweet in G7:
[4] rferl.org
[2] twitter.com
[1] ozodlik.org

Top Domains in Tweet in G8:
[4] twitter.com
[2] reuters.com
[2] blogspot.com
[1] cepii.fr
[1] ssir.org

Top Domains in Tweet in G9:
[39] worldbank.org
[7] twitter.com
[4] global-lifetips.com
[3] com.es
[2] lnkd.in
[2] wrld.bg
[2] irf.global
[2] linkedin.com
[2] ecointernet.org
[1] theeconomyclub.com

Top Domains in Tweet in G10:
[13] wrld.bg
[12] worldbank.org
[3] ipieca.org
[3] thinkgeoenergy.com
[1] expothon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[462] econothon
[264] climatechange
[155] africa
[142] climate
[96] infographic
[94] jobs
[93] climatemigrants
[89] dyk
[77] worldbank
[66] cities



Top Hashtags in Tweet in G1:
[99] climatechange
[65] jobs
[52] econothon
[39] malawi
[36] niger
[33] climate
[24] live
[24] resilient
[20] remittances
[19] health

Top Hashtags in Tweet in G2:
[174] econothon
[115] climatechange
[93] infographic
[89] climatemigrants
[65] climate
[62] cities
[36] greenbondsng
[24] cafi
[24] india
[22] africa

Top Hashtags in Tweet in G3:
[6] climatechange
[6] foodsystems
[5] mortgagestress
[5] fintech
[4] economy
[3] india
[3] sustainability
[3] agtech
[3] tech
[3] crispr

Top Hashtags in Tweet in G4:
[145] econothon
[116] africa
[76] dyk
[18] health
[18] climate
[7] ebola
[7] climatechange
[3] greenandgray
[3] poorest
[3] resilience

Top Hashtags in Tweet in G5:
[5] climate
[5] greenandgray
[4] food
[3] climatechange
[2] worldyouthday
[2] beatairpollution
[2] heatwaves
[2] jobs
[2] zambia
[2] climateactionsummit

Top Hashtags in Tweet in G6:
[32] ebola
[7] drc
[6] econothon
[6] goma
[4] airpollution
[3] beatairpollution
[2] climate
[2] gavi
[1] investinpeople
[1] gff

Top Hashtags in Tweet in G7:
[2] uzbekistan
[2] earth
[2] england
[2] gdp
[2] asean
[2] iran
[2] india
[2] russia
[2] china
[2] world

Top Hashtags in Tweet in G8:
[1] sdgs
[1] healthforall
[1] healthsystems
[1] political
[1] economics
[1] sdg3
[1] globalhealth
[1] publichealth
[1] trade
[1] rotschilds

Top Hashtags in Tweet in G9:
[22] worldbank
[8] india
[7] climatechange
[7] gdp
[4] economy
[3] imf
[3] actonclimate
[3] econothon
[3] ppp
[3] environment

Top Hashtags in Tweet in G10:
[32] econothon
[12] education
[12] pakistan
[10] climatechange
[6] sustainable
[3] flaring
[3] geothermal
[2] pakistanat100
[2] infrastructure
[2] climate

Top Words
Top Words in Tweet in Entire Graph:
[2168] Words in Sentiment List#1: Positive
[1988] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[79156] Non-categorized Words
[83312] Total Words
[1701] worldbank
[1109] global
[682] 24
[477] more
[471] world

Top Words in Tweet in G1:
[760] worldbank
[307] global
[184] 24
[149] climate
[136] development
[119] s
[118] growth
[109] issues
[101] world
[99] #climatechange

Top Words in Tweet in G2:
[406] worldbank
[294] wbg_climate
[216] more
[185] 24
[182] climate
[174] #econothon
[164] global
[128] now
[124] hour
[115] #climatechange

Top Words in Tweet in G3:
[108] worldbank
[75] global
[56] world
[30] imfnews
[28] currency
[28] needed
[20] climate
[20] more
[19] lagarde
[18] printed

Top Words in Tweet in G4:
[277] worldbankafrica
[164] growth
[152] 24
[145] #econothon
[143] hour
[122] global
[120] worldbank
[116] #africa
[94] development
[94] live

Top Words in Tweet in G5:
[93] waste
[77] undp
[56] worldbank
[51] global
[49] 2050
[45] 30
[45] 40
[45] garbage
[45] managed
[45] properly

Top Words in Tweet in G6:
[57] global
[35] worldbank
[32] #ebola
[29] up
[22] health
[21] wbg_health
[15] scale
[15] response
[14] million
[13] support

Top Words in Tweet in G7:
[8] worldbank
[6] goldmansachs
[5] fti_global
[5] hrw
[4] unhumanrights
[3] guardian
[3] lalgbtcenter
[3] thr
[3] theresa_may
[2] #uzbekistan

Top Words in Tweet in G8:
[8] worldbank
[8] global
[4] countries
[4] people
[4] small
[4] brains
[4] think
[4] ripple
[4] company
[4] owned

Top Words in Tweet in G9:
[40] global
[21] #worldbank
[19] world
[18] bank
[14] development
[13] climate
[13] t
[12] more
[10] 2
[9] change

Top Words in Tweet in G10:
[67] 24
[44] world
[43] development
[38] global
[36] hour
[34] july
[32] #econothon
[31] experts
[29] 25
[28] economists

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[316] 24,hour
[194] hour,#econothon
[177] 24,25
[167] july,24
[151] economic,growth
[140] 24,hours
[132] world,s
[119] world,bank
[118] live,24
[112] issues,never

Top Word Pairs in Tweet in G1:
[73] 24,25
[73] worldbank,growth
[72] july,24
[71] 24,hours
[67] issues,never
[67] never,sleep
[67] 25,ll
[67] ll,discuss
[66] discuss,solutions
[66] inequality,#climatechange

Top Word Pairs in Tweet in G2:
[90] learn,more
[89] #infographic,2050
[89] 2050,action
[89] action,taken
[89] taken,143
[89] 143,million
[89] million,internal
[89] internal,#climatemigrants
[89] #climatemigrants,three
[88] wbg_climate,#infographic

Top Word Pairs in Tweet in G3:
[26] world,needed
[25] global,currency
[17] currency,printed
[17] printed,worldbank
[14] businessinsider,intlcrimcourt
[14] intlcrimcourt,interpol_hq
[14] interpol_hq,interpol_tigc
[14] interpol_tigc,unodc
[14] unodc,fbi
[14] fbi,cia

Top Word Pairs in Tweet in G4:
[143] 24,hour
[86] hour,#econothon
[84] join,live
[84] economic,growth
[83] development,never
[83] never,sleeps
[83] sleeps,join
[83] live,24
[83] #econothon,experts
[81] worldbankafrica,development

Top Word Pairs in Tweet in G5:
[45] 30,40
[45] 40,garbage
[45] garbage,managed
[45] managed,properly
[45] properly,instead
[45] instead,waste
[45] waste,burned
[45] burned,dumped
[45] dumped,global
[45] global,waste

Top Word Pairs in Tweet in G6:
[15] scale,up
[11] mobilizing,up
[11] up,300
[11] 300,million
[11] million,scale
[11] up,support
[11] support,global
[11] global,response
[11] response,#ebola
[10] again,congratulations

Top Word Pairs in Tweet in G7:
[2] citibank,fti_global
[2] queen_uk,princephilipdoe
[2] princephilipdoe,borisjohnson
[2] borisjohnson,theresa_may
[2] theresa_may,royaldickie
[2] royaldickie,somtow
[2] somtow,pravitr
[2] pravitr,suthichai
[2] suthichai,prayutofficial
[2] prayutofficial,punchpstt

Top Word Pairs in Tweet in G8:
[4] people,small
[4] small,brains
[4] brains,think
[4] think,ripple
[4] ripple,company
[4] company,owned
[4] owned,few
[4] few,guys
[4] guys,trying
[4] trying,enrich

Top Word Pairs in Tweet in G9:
[14] world,bank
[8] climate,change
[5] global,gdp
[4] planting,trees
[4] https,t
[4] t,co
[3] #imf,#worldbank
[3] 24,hour
[3] waste,management
[3] largest,economy

Top Word Pairs in Tweet in G10:
[35] 24,hour
[29] july,24
[29] 24,25
[22] economists,experts
[21] hour,#econothon
[21] world,bank
[14] live,24
[14] developing,countries
[12] education,policymakers
[12] policymakers,developing

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@tictoc
@businessinsider
@narendramodi
@wmo
@wbg_climate
@kgeorgieva
@latebird2013
@un

Top Replied-To in G1:
@worldbank
@smartcityexpo
@aiddata
@danielrichterol
@ialtoshi
@circleofblue

Top Replied-To in G2:
@wbg_climate
@worldbank
@kgeorgieva
@atayeshe
@wmo
@worldbankindia
@hugues_alex
@yungmathia

Top Replied-To in G3:
@businessinsider
@narendramodi
@wmo
@un
@pranavdixit
@moutapam
@maximebernier
@merum55521031
@jimmyca43642684
@eu_commission

Top Replied-To in G4:
@worldbankafrica
@worldbank

Top Replied-To in G5:
@sanginamby
@worldbank
@unenvironment

Top Replied-To in G6:
@cal195631
@mecpkenya
@gaviseth

Top Replied-To in G7:
@fti_global
@queen_uk
@worldbank
@goldmansachs
@usagov

Top Replied-To in G8:
@anandraaj07
@joesimm78216315

Top Replied-To in G9:

Top Replied-To in G10:
@ipieca
@worldbank

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@worldbankafrica
@davidmalpasswbg
@undp
@kgeorgieva
@un
@fmenvng
@ifc_org
@banquemondiale

Top Mentioned in G1:
@worldbank
@wbg_ida
@gpforeducation
@hallegatte
@denaringold
@waccbip_ug
@moneycontrolcom
@tonywbuganda
@undpuganda
@thesvri

Top Mentioned in G2:
@worldbank
@wbg_climate
@kgeorgieva
@davidmalpasswbg
@fmenvng
@fmeclimateng
@ibukunodusote
@ifc_org
@wbg_environment
@wbtanzania

Top Mentioned in G3:
@worldbank
@un
@imfnews
@wef
@oecd
@cia
@interpol_hq
@unodc
@intlcrimcourt
@interpol_tigc

Top Mentioned in G4:
@worldbankafrica
@worldbank
@wbpubs
@worldbankkenya
@davidmalpasswbg
@wbtanzania
@dfid_uk
@hafezghanem_wb
@albertzeufack
@andewestafrica

Top Mentioned in G5:
@undp
@worldbank
@worldresources
@unenvironment
@cirad
@inra_france
@undpclimate
@wbg_climate
@jenniferjsara1
@ifrc

Top Mentioned in G6:
@worldbank
@wbg_health
@who
@drtedros
@saharareporters
@unicef
@mtamfum
@davidgressly
@cal195631
@wfp

Top Mentioned in G7:
@worldbank
@goldmansachs
@hrw
@unhumanrights
@guardian
@lalgbtcenter
@thr
@theresa_may
@fti_global
@voanews

Top Mentioned in G8:
@worldbank
@ripple
@bbc
@bis_org
@colonelxrp
@davos
@stanford
@wsj
@cnn
@reuters

Top Mentioned in G9:
@yemeneye1
@seekersarticles

Top Mentioned in G10:
@worldbank
@worldbanklive
@wbg_education
@illango_wb
@wbg_energy
@ipieca
@wbg_climate
@enelgroup
@cif_action
@davidmalpasswbg

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@sectest9
@nosqldigest
@nilimajumder
@cnnnews18
@ecointernetdrgb
@raumunz
@pmgeezer
@ndtv
@smartcityfeed

Top Tweeters in G1:
@sectest9
@sandyc1772
@sallyrmelb
@ramiro1504p
@fintechna
@santchiweb
@beenewsdaily
@tzdiscovery
@18akgoyal
@sherbah46958042

Top Tweeters in G2:
@nilimajumder
@canisgallicus
@lalojimjuarez
@petchary
@olumideidowu
@nomoreslaves
@drrafiqraji
@croakeyblog
@lugwaja
@bigpicguy

Top Tweeters in G3:
@ndtv
@httweets
@businessinsider
@guardian
@stupidosaur
@foxnews
@nytimes
@telegraph
@ani
@aajtak

Top Tweeters in G4:
@raumunz
@mariastsehai
@quemero20
@africaupdates
@lardnerpepper
@toluogunlesi
@armandopoveda6
@czarohm
@tabi_henry
@yanetm2708

Top Tweeters in G5:
@dragonslynn1981
@ssgpa1
@flux_nomad
@slmorris555
@undp
@kuni84165269
@selvarajguru
@ralienbekkers
@sanginamby
@globallf

Top Tweeters in G6:
@saharareporters
@ilonakickbusch
@niyexx
@justin23448669
@peterasinger
@jay72__
@unicef
@who
@ghia1212
@globalphobserv

Top Tweeters in G7:
@cnnturk
@thr
@bostonglobe
@cnbc
@euwatchers
@nytimesworld
@latimes
@newsaustria
@voanews
@dw_russian

Top Tweeters in G8:
@cnnnews18
@reuters
@timesnow
@economictimes
@cnn
@ajenglish
@republic
@bjp4india
@cnnbusiness
@bloombergquint

Top Tweeters in G9:
@ecointernetdrgb
@hotpage_news
@msr_future
@thatsmalayalam
@thedatasniffer
@suvarnanewstv
@prepaid_africa
@cedrictillman
@delcidnatalia
@samayamm

Top Tweeters in G10:
@milaniolivera
@khurramziakhan
@e_akale
@shujatch
@muhammadrazaal9
@jorge_yepes
@gerardolaraor
@thinkgeoenergy
@juang353
@arashidgodil