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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-08-05_16-12-43. (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 06, 2019
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL http://bit.ly/2MD8ahE
@worldbank
@wbg_climate
@worldbankafrica
@afriksctv
@banquemondiale
@flongshank
@global_renewal
@undp
@worldeconomics
@aseewisahn

Top hashtags:
#econothon

Description:
Description
The graph represents a network of 3,173 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, 05 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 : 3173
Unique Edges : 4327
Edges With Duplicates : 2622
Total Edges : 6949
Number of Edge Types : 3
Mentions : 6360
Tweet : 397
Replies to : 192
Self-Loops : 397
Reciprocated Vertex Pair Ratio : 0.0129177773221243
Reciprocated Edge Ratio : 0.0255060728744939
Connected Components : 134
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 2898
Maximum Edges in a Connected Component : 6642
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.279232
Graph Density : 0.000490821635417689
Modularity : 0.548017
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://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.youtube.com/playlist?list=PLopq6yGfmFAtShwtumbhGByfwLoLYFq2M?cid=ECR_TT_WorldBank_EN_EXT
[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://www.reuters.com/article/us-imf-worldbank-outlook/imf-says-global-economy-cooling-coordinated-stimulus-may-be-needed-idUSKCN1RL1J4
[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

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
[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
[1] https://openknowledge.worldbank.org/handle/10986/31430

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:
[2] https://www.rferl.org/a/dirty-laundry-vigilante-violence-prompts-uzbek-warning-against-posting-videos/28848403.html
[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://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
[1] https://twitter.com/BBC/status/914490346557472768

Top URLs in Tweet in G7:
[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 G8:
[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 G9:
[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 URLs in Tweet in G10:
[9] http://wrld.bg/H7J330mE9cx
[4] https://blogs.worldbank.org/psd/financial-policy-governance-after-crisis-putting-new-wine-old-bottles
[1] http://environment.Read
[1] https://www.worldbank.org/en/news/feature/2019/07/11/maldives-ventures-into-the-tlue-economy?hootPostID=14c544ffcfef6582255edddd7be78e80
[1] http://www.worldbank.org/en/news/feature/2018/05/16/sri-lanka-can-boost-development-investing-early-childhood-education?CID=SAR_FB_SriLanka_EN_EXT
[1] http://wrld.bg/4i7M50vfprG
[1] http://wrld.bg/PQyF50v5pH1
[1] https://www.worldbank.org/en/news/press-release/2019/07/18/demand-for-world-bank-financing-and-global-knowledge-remains-strong-in-middle-east-and-north-africa
[1] https://www.worldbank.org/en/country/egypt/publication/egypt-economic-monitor-july-2019
[1] http://live.worldbank.org/econothon?CID=ECR_TT_worldbank_AR_EXT_ECONOTHON

Top Domains
Top Domains in Tweet in Entire Graph:
[399] worldbank.org
[232] 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
[16] wrld.bg
[14] idiva.com
[10] youtube.com
[10] 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
[7] twitter.com
[7] youtube.com
[3] ow.ly
[2] akdn.org
[1] bit.ly
[1] wacaprogram.org
[1] youtu.be

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

Top Domains in Tweet in G4:
[15] worldbank.org
[11] wrld.bg
[1] bit.ly
[1] youtube.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:
[4] rferl.org
[3] twitter.com
[2] blogspot.com
[1] ozodlik.org

Top Domains in Tweet in G7:
[11] wrld.bg
[7] twitter.com
[4] worldbank.org
[1] saharareporters.com
[1] seekdevelopment.org

Top Domains in Tweet in G8:
[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 G9:
[13] wrld.bg
[12] worldbank.org
[3] ipieca.org
[3] thinkgeoenergy.com
[1] expothon.com

Top Domains in Tweet in G10:
[18] wrld.bg
[14] worldbank.org
[1] environment.read
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[462] econothon
[262] climatechange
[155] africa
[141] climate
[96] infographic
[94] jobs
[93] climatemigrants
[87] dyk
[77] worldbank
[65] cities



Top Hashtags in Tweet in G1:
[98] climatechange
[64] jobs
[51] econothon
[39] malawi
[36] niger
[32] climate
[24] live
[23] resilient
[20] remittances
[19] health

Top Hashtags in Tweet in G2:
[177] econothon
[114] climatechange
[93] infographic
[89] climatemigrants
[67] climate
[61] cities
[36] greenbondsng
[27] infrastructure
[25] cafi
[24] africa

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

Top Hashtags in Tweet in G4:
[143] econothon
[111] africa
[75] dyk
[17] health
[16] climate
[7] ebola
[4] climatechange
[3] greenandgray
[2] drc
[2] jobs

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:
[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 G7:
[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 G8:
[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 G9:
[32] econothon
[12] education
[12] pakistan
[10] climatechange
[6] sustainable
[3] flaring
[3] geothermal
[2] pakistanat100
[2] infrastructure
[2] climate

Top Hashtags in Tweet in G10:
[12] fintech
[4] children
[4] earlyyears
[4] mena
[4] yemen
[4] econothon
[3] themaldives
[3] bangladesh
[3] balifintech
[2] youth

Top Words
Top Words in Tweet in Entire Graph:
[2163] Words in Sentiment List#1: Positive
[1983] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[78962] Non-categorized Words
[83108] Total Words
[1696] worldbank
[1106] global
[680] 24
[475] more
[468] climate

Top Words in Tweet in G1:
[740] worldbank
[302] global
[179] 24
[136] climate
[136] development
[117] growth
[117] s
[107] issues
[99] world
[98] #climatechange

Top Words in Tweet in G2:
[424] worldbank
[292] wbg_climate
[215] more
[192] climate
[190] 24
[177] #econothon
[170] global
[128] now
[127] hour
[114] #climatechange

Top Words in Tweet in G3:
[102] worldbank
[82] global
[56] world
[31] imfnews
[29] currency
[26] needed
[20] lagarde
[18] printed
[18] more
[17] create

Top Words in Tweet in G4:
[272] worldbankafrica
[162] growth
[150] 24
[143] #econothon
[141] hour
[117] global
[113] worldbank
[111] #africa
[93] live
[92] development

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:
[10] worldbank
[6] goldmansachs
[5] fti_global
[5] hrw
[4] bbc
[4] unhumanrights
[3] cnn
[3] guardian
[3] lalgbtcenter
[3] thr

Top Words in Tweet in G7:
[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 G8:
[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 G9:
[67] 24
[44] world
[43] development
[38] global
[36] hour
[34] july
[32] #econothon
[31] experts
[29] 25
[28] economists

Top Words in Tweet in G10:
[38] global
[14] economic
[13] live
[13] financial
[12] worldbank
[12] #fintech
[11] s
[11] environment
[11] growth
[10] wbg_poverty

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
[118] world,bank
[118] live,24
[112] issues,never

Top Word Pairs in Tweet in G1:
[72] 24,25
[72] worldbank,growth
[71] july,24
[70] 24,hours
[66] issues,never
[66] never,sleep
[66] 25,ll
[66] ll,discuss
[65] discuss,solutions
[65] inequality,#climatechange

Top Word Pairs in Tweet in G2:
[89] 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:
[141] 24,hour
[85] hour,#econothon
[83] join,live
[83] economic,growth
[82] development,never
[82] never,sleeps
[82] sleeps,join
[82] live,24
[82] #econothon,experts
[80] 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:
[3] walls,world
[3] world,needs
[3] needs,12
[3] 12,years
[3] years,20
[3] 20,sahel
[3] sahel,countries
[3] countries,8'000
[3] 8'000,km
[3] km,home

Top Word Pairs in Tweet in G7:
[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 G8:
[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 G9:
[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 Word Pairs in Tweet in G10:
[9] #fintech,reshaping
[9] reshaping,live
[9] live,changing
[9] changing,global
[9] global,economic
[9] economic,financial
[9] financial,landscape
[7] wbg_finance,#fintech
[7] landscape,#
[5] developing,countries

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
@anandraaj07
@merum55521031
@jimmyca43642684

Top Replied-To in G4:
@worldbankafrica
@worldbank

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

Top Replied-To in G6:
@fti_global
@queen_uk
@worldbank
@goldmansachs
@usagov

Top Replied-To in G7:
@cal195631
@mecpkenya
@gaviseth

Top Replied-To in G8:

Top Replied-To in G9:
@ipieca
@worldbank

Top Replied-To in G10:
@worldbankindia
@drallahnizar_
@qadeermama
@mmatalpur

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
@denaringold
@waccbip_ug
@moneycontrolcom
@tonywbuganda
@undpuganda
@thesvri
@davidmalpasswbg

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

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

Top Mentioned in G4:
@worldbankafrica
@worldbank
@wbpubs
@worldbankkenya
@davidmalpasswbg
@wbtanzania
@hafezghanem_wb
@albertzeufack
@who
@unicef

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

Top Mentioned in G6:
@worldbank
@goldmansachs
@hrw
@bbc
@unhumanrights
@cnn
@guardian
@lalgbtcenter
@thr
@theresa_may

Top Mentioned in G7:
@worldbank
@wbg_health
@who
@drtedros
@saharareporters
@unicef
@mtamfum
@davidgressly
@cal195631
@wfp

Top Mentioned in G8:
@yemeneye1
@seekersarticles

Top Mentioned in G9:
@worldbank
@worldbanklive
@wbg_education
@illango_wb
@wbg_energy
@ipieca
@wbg_climate
@enelgroup
@cif_action
@davidmalpasswbg

Top Mentioned in G10:
@worldbank
@wbg_poverty
@wbg_finance
@worldbankmena
@idah_wb
@wb_asiapacific
@wbg_climate
@who
@msf_usa
@worldbanksasia

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

Top Tweeters in G1:
@sectest9
@sallyrmelb
@ramiro1504p
@fintechna
@santchiweb
@beenewsdaily
@tzdiscovery
@18akgoyal
@sherbah46958042
@glorialaw5

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

Top Tweeters in G3:
@cnnnews18
@ndtv
@httweets
@businessinsider
@guardian
@stupidosaur
@reuters
@foxnews
@timesnow
@economictimes

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:
@cnnturk
@thr
@bostonglobe
@cnbc
@cnn
@euwatchers
@nytimesworld
@latimes
@newsaustria
@cnnbusiness

Top Tweeters in G7:
@saharareporters
@ilonakickbusch
@niyexx
@justin23448669
@peterasinger
@jay72__
@unicef
@who
@ghia1212
@globalphobserv

Top Tweeters in G8:
@ecointernetdrgb
@hotpage_news
@msr_future
@thatsmalayalam
@thedatasniffer
@suvarnanewstv
@prepaid_africa
@cedrictillman
@delcidnatalia
@samayamm

Top Tweeters in G9:
@milaniolivera
@khurramziakhan
@e_akale
@shujatch
@muhammadrazaal9
@jorge_yepes
@gerardolaraor
@thinkgeoenergy
@juang353
@arashidgodil

Top Tweeters in G10:
@wwf
@bwolmers
@magdalenahsb
@cnbcafrica
@mnarbs
@aecnewstoday
@amornekhili
@wb_asiapacific
@mmatalpur
@britishredcross