worldbank, Twitter, 12/31/2018 11:07:55 AM, 180160


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worldbank_2018-12-31_02-43-31.xlsx
worldbank_2018-12-31_02-43-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2018
Short Description:
worldbank via NodeXL http://bit.ly/2CFX3zk
@worldbank
@ilyasslman
@ulu_manitu
@wbg_climate
@worldbankafrica
@worldbankwater
@un
@wbg_education
@jwspry
@seancunnion

Top hashtags:
#kenya
#business
#climatechange
#infographic
#rwanda
#worldbank
#globalgoals
#education

Description:
Description
The graph represents a network of 5,212 Twitter users whose tweets in the requested range contained "worldbank", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 31 December 2018 at 10:44 UTC.

The requested start date was Monday, 31 December 2018 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 2-day, 1-hour, 0-minute period from Friday, 28 December 2018 at 23:57 UTC to Monday, 31 December 2018 at 00:57 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 : 5212
Unique Edges : 6556
Edges With Duplicates : 2002
Total Edges : 8558
Number of Edge Types : 3
Mentions : 7635
Tweet : 467
Replies to : 456
Self-Loops : 467
Reciprocated Vertex Pair Ratio : 0.0101877455974385
Reciprocated Edge Ratio : 0.0201700043221438
Connected Components : 267
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 4451
Maximum Edges in a Connected Component : 7764
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.292677
Graph Density : 0.000255562168286491
Modularity : 0.651688
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[127] https://www.weforum.org/agenda/2018/11/doing-business-2019-a-year-of-record-reforms-rising-influence
[29] https://twitter.com/WorldBank/status/1078999316465926152
[28] http://documents.worldbank.org/curated/en/191701519853328792/pdf/Research-Digest-Winter-2018.pdf?deliveryName=DM7635
[26] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?cid=EXT_WBTweetableSocialShare_EXT
[24] http://blogs.worldbank.org/opendata/2017-atlas-sustainable-development-goals-new-visual-guide-data-and-development?cid=ECR_TT_worldbank_EN_EXT
[21] https://blogs.worldbank.org/health/building-human-capital-starts-health?CID=HNP_TT_Health_EN_EXT_tim-uhc2018
[21] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?cid=EXT_WBSocialShare_EXT
[20] http://documents.worldbank.org/curated/en/222101499437276873/An-overview-of-links-between-obesity-and-food-systems-implications-for-the-agriculture-GP-agenda?CID=AGR_TT_agriculture_EN_EXT
[20] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?cid=ECR_TT_WorldBank_EN_EXT
[17] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts

Top URLs in Tweet in G1:
[124] https://www.weforum.org/agenda/2018/11/doing-business-2019-a-year-of-record-reforms-rising-influence
[27] http://documents.worldbank.org/curated/en/191701519853328792/pdf/Research-Digest-Winter-2018.pdf?deliveryName=DM7635
[21] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?cid=EXT_WBSocialShare_EXT
[20] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?cid=EXT_WBTweetableSocialShare_EXT
[18] http://blogs.worldbank.org/opendata/2017-atlas-sustainable-development-goals-new-visual-guide-data-and-development?cid=ECR_TT_worldbank_EN_EXT
[17] http://documents.worldbank.org/curated/en/222101499437276873/An-overview-of-links-between-obesity-and-food-systems-implications-for-the-agriculture-GP-agenda?CID=AGR_TT_agriculture_EN_EXT
[13] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?cid=ECR_TT_WorldBank_EN_EXT
[11] https://live.worldbank.org/2018?cid=ECR_TT_wblive_EN_EXT
[8] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts
[7] http://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?cid=EXT_WBTweetableSocialShare_EXT

Top URLs in Tweet in G2:
[4] https://ppi.worldbank.org/snapshots/rankings
[2] http://www.hurriyet.com.tr/ekonomi/borc-silme-belgesi-sir-degil-40065228
[2] https://tr-euronews-com.cdn.ampproject.org/v/s/tr.euronews.com/amp/2018/12/28/turkiye-den-5-insaat-firmasi-dunyada-en-fazla-ihale-alan-ilk-10-firma-arasinda?usqp=mq331AQECAFYAQ%3D%3D&_js_v=0.1
[1] http://xn--dyor-4qa1b.ee
[1] http://14.nc

Top URLs in Tweet in G3:
[7] https://twitter.com/SamiraEdi/status/1078769063923539968
[3] http://www.gfintegrity.org/issue/illicit-financial-flows/
[2] https://twitter.com/emmanuelthorp/status/1078862863425511425
[2] http://blogs.worldbank.org/voices/five-things-you-can-do-end-plastic-pollution?cid=ECR_TT_worldbank_EN_EXT
[1] https://twitter.com/sampatht2/status/1079532281599995904
[1] https://twitter.com/sampatht2/status/1078827281802395648
[1] https://twitter.com/sampatht2/status/1079222571277606913
[1] https://afriqueactudaily.com/index.php/2018/12/29/cameroun-situation-dans-le-nord-ouest-et-le-sud-ouest-leconomie-a-la-peine/
[1] https://natimesnews.com/2018/12/26/central-african-republic-abandons-douala-seaport-for-pointe-noire-port-in-congo-blames-corruption-in-cameroon/
[1] http://www.worldbank.org/en/news/press-release/2015/11/08/immediate-push-on-climate-smart-development-can-keep-more-than-100-million-people-out-of-poverty

Top URLs in Tweet in G4:
[4] https://openknowledge.worldbank.org/handle/10986/29922
[4] http://blogs.worldbank.org/sustainablecities/securing-land-tenure-smartphones?cid=SURR_TT_WBGCities_EN_EXT
[3] http://www.worldbank.org/en/news/feature/2018/03/01/growing-wildlife-based-tourism-sustainably-a-new-report-and-qa?cid=ECR_TT_worldbank_EN_EXT
[2] http://www.worldbank.org/en/topic/water/publication/high-and-dry-climate-change-water-and-the-economy?CID=WAT_TT_Water_EN_EXT
[2] https://blogs.worldbank.org/voices/why-strengthening-land-rights-strengthens-development?cid=SURR_TT_WBGCities_EN_EXT
[2] http://documents.worldbank.org/curated/en/222101499437276873/An-overview-of-links-between-obesity-and-food-systems-implications-for-the-agriculture-GP-agenda?CID=AGR_TT_agriculture_EN_EXT
[2] http://blogs.worldbank.org/sustainablecities/three-things-know-about-women-s-land-rights-today?CID=SURR_WBGCitiesEN_D_EXT
[2] http://www.worldbank.org/en/news/feature/2018/11/16/culture-the-x-factor-for-building-back-better-after-conflict-and-disasters?CID=SURR_WBGCitiesEN_D_EXT
[2] http://blogs.worldbank.org/education/sri-lanka-when-girls-outpace-boys-schools?CID=EDU_TT_Education_EN_EXT
[2] http://blogs.worldbank.org/sustainablecities/securing-land-tenure-smartphones?cid=SHR_BlogSiteShare_XX_EXT

Top URLs in Tweet in G5:
[1] https://ppi.worldbank.org/snapshots/rankings

Top URLs in Tweet in G6:
[21] https://blogs.worldbank.org/health/building-human-capital-starts-health?CID=HNP_TT_Health_EN_EXT_tim-uhc2018
[13] https://blogs.worldbank.org/health/strengthening-clinical-research-capacity-prevent-epidemics?CID=HNP_TT_Health_EN_EXT_blog-ivtf
[6] https://openknowledge.worldbank.org/handle/10986/30858
[4] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?cid=ECR_TT_WorldBank_EN_EXT
[3] http://blogs.worldbank.org/opendata/2017-atlas-sustainable-development-goals-new-visual-guide-data-and-development?cid=ECR_TT_worldbank_EN_EXT
[3] http://www.worldbank.org/en/news/infographic/2016/11/14/breaking-the-link-between-extreme-weather-and-extreme-poverty?CID=CCG_TT_climatechange_EN_EXT
[2] http://blogs.worldbank.org/health/antimicrobial-resistance-priority-issue-all-people?CID=HNP_TT_Health_EN_EXT_amr
[2] https://openknowledge.worldbank.org/handle/10986/29922
[2] https://openknowledge.worldbank.org/handle/10986/24530
[2] https://openknowledge.worldbank.org/handle/10986/29788

Top URLs in Tweet in G7:
[11] https://twitter.com/WorldBank/status/1078999316465926152
[7] https://twitter.com/WorldBank/status/1079031843608059904
[5] http://documents.worldbank.org/curated/en/884231529942925983/Indonesias-Infrastructure-Planning-and-Budgeting-Processes-an-internal-report-of-the-World-Bank-Global-Governance-Practice
[5] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts
[5] https://twitter.com/worldbank/status/1078999316465926152
[5] https://twitter.com/WorldBank/status/1079392965569654785
[4] https://twitter.com/WorldBank/status/1078848187270656000
[3] https://twitter.com/WorldBank/status/1077821437061316608
[3] http://blogs.worldbank.org/education/teachers-and-trust-cornerstones-finnish-education-system
[2] https://blogs.worldbank.org/education/teachers-and-trust-cornerstones-finnish-education-system

Top URLs in Tweet in G8:
[6] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?CID=CCG_TT_climatechange_EN_EXT
[4] https://blogs.worldbank.org/water/cop24?CID=CCG_TT_climatechange_EN_EXT
[3] http://www.worldbank.org/en/news/feature/2018/12/18/leading-on-climate-at-cop24?cid=CCG_TT_climatechange_EN_EXT
[2] http://www.worldbank.org/en/news/press-release/2018/12/04/leveraging-electric-mobility-for-development-and-climate?CID=CCG_TT_climatechange_EN_EXT
[2] http://www.worldbank.org/en/news/press-release/2018/12/03/world-bank-group-announces-200-billion-over-five-years-for-climate-action?CID=CCG_TT_climatechange_EN_EXT
[2] http://www.worldbank.org/en/topic/climatechange/publication/turn-down-the-heat
[2] https://twitter.com/worldbank/status/1078999316465926152
[1] http://www.worldbank.org/en/topic/energy/publication/rise-2018?CID=CCG_TT_climatechange_EN_EXT
[1] http://www.worldbank.org/en/news/infographic/2018/12/17/to-address-climate-change-we-must-focus-on-forests?CID=CCG_TT_climatechange_EN_EXT
[1] https://www.worldbank.org/en/events/2018/10/23/annual-bank-conference-on-development-economics-2019-multilateralism-past-present-and-future?CID=CCG_TT_climatechange_EN_EXT

Top URLs in Tweet in G9:
[4] https://blogs.worldbank.org/nasikiliza/the-future-drivers-of-growth-in-rwanda
[4] https://blogs.worldbank.org/nasikiliza/the-future-drivers-of-growth-in-rwanda?cid=SHR_BlogSiteShare_XX_EXT
[2] http://www.worldbank.org/en/news/feature/2018/12/03/restoring-vital-landscapes-for-sustainable-growth?CID=POV_TT_Poverty_EN_EXT
[2] https://blogs.worldbank.org/health/all-hands-deck-halting-vicious-circle-stunting-sub-saharan-africa?CID=POV_TT_Poverty_EN_EXT
[2] https://blogs.worldbank.org/voices/join-world-bank-group-financial-times-blog-writing-competition-high-school-students?cid=ECR_TT_worldbank_EN_EXT
[2] http://www.worldbank.org/en/region/afr/publication/the-human-capital-project-in-sub-saharan-africa-stories-of-progress?CID=POV_TT_Poverty_EN_EXT
[2] https://blogs.worldbank.org/ppps/leveraging-ppps-mozambique-scale-conservation-and-promote-economic-development?CID=PPP_TT_PPP_EN_EXT
[1] http://www.worldbank.org/en/news/opinion/2018/10/18/africa-needs-to-invest-much-more-in-its-people?cid=ECR_TT_worldbank_EN_EXT
[1] http://blogs.worldbank.org/water/bird-s-eye-view-supervising-water-infrastructure-works-drones?CID=WAT_TT_Water_EN_EXT
[1] http://blogs.worldbank.org/psd/authentic-travel-experience-should-be-boon-africa-it-s-not-why?CID=FAM_TT_FinanceMarkets_EN_EXT

Top URLs in Tweet in G10:
[7] http://blogs.worldbank.org/impactevaluations/why-are-relatively-poor-people-not-more-supportive-redistribution-guest-post-christopher-hoy
[5] http://blogs.worldbank.org/education/teachers-and-trust-cornerstones-finnish-education-system?cid=SHR_BlogSiteShare_XX_EXT
[3] http://blogs.worldbank.org/education/teachers-and-trust-cornerstones-finnish-education-system
[2] http://documents.worldbank.org/curated/en/868961468741007167/Education?cid=ITS_TT_Archives_en_EXT_A02798
[2] http://blogs.worldbank.org/developmenttalk/gig-economy-growth-pains
[1] http://www.worldbank.org/en/news/press-release/2018/12/20/increasing-social-spending-can-boost-incomes-and-consumption-in-china-says-world-bank
[1] http://blogs.worldbank.org/opendata/2017-atlas-sustainable-development-goals-new-visual-guide-data-and-development?cid=ECR_TT_worldbank_EN_EXT
[1] http://blogs.worldbank.org/developmenttalk/what-can-netflix-teach-us-about-technology-adoption
[1] http://www.worldbank.org/en/events/2018/04/23/globalization-contents-and-discontents#3?cid=DEC_TT_RGtweets_EN_EXT
[1] http://documents.worldbank.org/curated/en/269231544735360818/Robots-Tasks-and-Trade?cid=DEC_TT_RGtweets_EN_EXT

Top Domains
Top Domains in Tweet in Entire Graph:
[857] worldbank.org
[170] twitter.com
[128] weforum.org
[14] theguardian.com
[11] facebook.com
[10] youtube.com
[9] awardsplatform.com
[9] wrld.bg
[8] lnkd.in
[6] blogspot.com

Top Domains in Tweet in G1:
[247] worldbank.org
[125] weforum.org
[21] twitter.com
[11] theguardian.com
[8] facebook.com
[6] awardsplatform.com
[4] wrld.bg
[3] theiranproject.com
[2] wixsite.com
[2] topafricanews.com

Top Domains in Tweet in G2:
[4] worldbank.org
[2] com.tr
[2] ampproject.org
[1] xn--dyor-4qa1b.ee
[1] 14.nc

Top Domains in Tweet in G3:
[23] twitter.com
[12] worldbank.org
[3] gfintegrity.org
[2] google.com
[2] youtube.com
[1] afriqueactudaily.com
[1] natimesnews.com
[1] lakevictoriachallenge.org
[1] wfp.org
[1] 5starinnovation.com

Top Domains in Tweet in G4:
[52] worldbank.org
[5] twitter.com
[2] awardsplatform.com
[1] youtube.com
[1] iwmi.org
[1] wri.org
[1] project-syndicate.org

Top Domains in Tweet in G5:
[1] worldbank.org

Top Domains in Tweet in G6:
[83] worldbank.org
[2] wrld.bg
[1] libsyn.com

Top Domains in Tweet in G7:
[68] twitter.com
[56] worldbank.org
[4] lnkd.in
[2] facebook.com
[2] t.co
[2] aawsat.com
[1] irena.org
[1] xat.org
[1] bit.ly
[1] tn.ai

Top Domains in Tweet in G8:
[28] worldbank.org
[2] twitter.com
[1] wrld.bg
[1] lnkd.in

Top Domains in Tweet in G9:
[26] worldbank.org
[1] awardsplatform.com
[1] youtube.com

Top Domains in Tweet in G10:
[51] worldbank.org
[1] indiatoday.in
[1] qualtrics.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[278] kenya
[131] business
[97] climatechange
[94] infographic
[85] rwanda
[80] worldbank
[70] globalgoals
[59] education
[58] investinpeople
[49] remittances



Top Hashtags in Tweet in G1:
[235] kenya
[124] business
[71] infographic
[45] climatechange
[45] globalgoals
[36] education
[34] remittances
[33] goodid
[31] oceans
[28] digitalid

Top Hashtags in Tweet in G2:
[4] eyt
[1] ilyassalman
[1] sefilbilo
[1] bradpitt

Top Hashtags in Tweet in G3:
[22] cameroon
[10] gdp
[7] foreverychild
[6] october
[6] wbgmeetings
[5] اليمن
[5] تعز
[4] fintech
[4] مسابقة
[4] الفساد

Top Hashtags in Tweet in G4:
[19] investinpeople
[14] solarpumping
[14] sdg6
[10] climatechange
[9] sdgsandher
[9] globalgoals
[9] sdgandher
[8] kenya
[6] endpoverty
[6] waterscarcity

Top Hashtags in Tweet in G6:
[24] healthforall
[23] humancapital
[21] uhcday2018
[21] uhcday
[13] infographic
[8] climatechange
[8] bestof2018
[7] remittances
[7] globalgoals
[6] endpoverty

Top Hashtags in Tweet in G7:
[18] worldbank
[4] investinpeople
[4] kenya
[3] imf
[3] climatechange
[3] business
[2] xrpcommunity
[2] ngo
[2] nationalvolunteerserviceprogram
[2] nvsp

Top Hashtags in Tweet in G8:
[32] water
[22] climatechange
[11] niger
[9] climateaction
[7] cop24
[7] climatesmart
[7] turndowntheheat
[5] parisagreement
[5] energy
[5] sustainableenergy

Top Hashtags in Tweet in G9:
[40] rwanda
[14] digital
[7] africa
[6] dyk
[5] investinpeople
[5] naturebasedtourism
[4] globalgoals
[4] mapping
[3] kenya
[3] electricity

Top Hashtags in Tweet in G10:
[25] finlandia
[25] educación
[9] education
[9] finland
[8] trade
[4] robots
[4] tasks
[4] automation
[4] wages
[4] welfare

Top Words
Top Words in Tweet in Entire Graph:
[2251] Words in Sentiment List#1: Positive
[1733] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[110168] Non-categorized Words
[114152] Total Words
[2490] worldbank
[1746] holding
[1304] 1
[1029] 10
[1024] 2

Top Words in Tweet in G1:
[1614] worldbank
[448] learn
[345] want
[338] infographic
[282] money
[268] years
[258] africa
[254] plastic
[246] sub
[246] saharan

Top Words in Tweet in G2:
[1584] holding
[915] ilyasslman
[810] cengiz
[800] ihale
[799] inşaat
[798] çok
[796] 10
[794] odebrecht
[793] 2
[793] sa

Top Words in Tweet in G3:
[135] worldbank
[50] imfnews
[37] cameroon
[36] ft
[32] في
[26] judithnwana
[23] world
[20] s
[19] wef
[18] unicef

Top Words in Tweet in G4:
[145] worldbank
[111] water
[86] worldbankwater
[59] increasing
[56] innovative
[55] new
[51] s
[48] re
[46] create
[45] wastewater

Top Words in Tweet in G5:
[154] ulu_manitu
[147] 10
[147] holding
[146] ihale
[145] devletten
[145] çok
[145] alan
[145] inşaat
[145] şirketi
[145] construction

Top Words in Tweet in G6:
[90] worldbank
[83] wbg_health
[67] 7
[56] wbpubs
[50] 000
[47] years
[46] 1
[44] helping
[42] children
[42] 2015

Top Words in Tweet in G7:
[25] worldbank
[16] world
[10] more
[8] bank
[8] business
[7] s
[7] use
[7] teachers
[7] 2018
[7] women

Top Words in Tweet in G8:
[109] wbg_climate
[52] water
[36] more
[34] used
[33] use
[32] year
[32] agriculture
[32] accounts
[32] alarming
[32] 80

Top Words in Tweet in G9:
[74] worldbankafrica
[68] way
[62] future
[60] life
[47] jobs
[43] rwanda
[31] 000
[30] burundi
[30] coffee
[30] protecting

Top Words in Tweet in G10:
[38] teachers
[38] education
[36] trust
[30] wbg_education
[28] system
[28] global
[28] wb_research
[27] cornerstones
[27] finnish
[27] new

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[946] cengiz,holding
[943] alan,10
[943] 10,inşaat
[943] inşaat,şirketi
[943] 1,cengiz
[943] 2,limak
[941] ihale,alan
[941] holding,2
[940] devletten,çok
[940] çok,ihale

Top Word Pairs in Tweet in G1:
[342] want,learn
[246] sub,saharan
[244] saharan,africa
[234] kenya,highest
[234] highest,user
[234] user,mobile
[234] mobile,phones
[234] phones,money
[234] money,transactions
[234] transactions,sub

Top Word Pairs in Tweet in G2:
[794] cengiz,holding
[793] odebrecht,sa
[790] ihale,alan
[789] dünyada,devletten
[789] devletten,çok
[789] çok,ihale
[789] alan,10
[789] 10,inşaat
[789] inşaat,şirketi
[789] şirketi,1

Top Word Pairs in Tweet in G3:
[22] worldbank,imfnews
[15] cameroon,nw
[15] nw,sw
[15] sw,economic
[15] economic,situation
[15] situation,disaster
[15] disaster,panic
[15] panic,indicators
[15] indicators,r
[15] r,red

Top Word Pairs in Tweet in G4:
[42] create,new
[42] new,water
[42] water,irrigation
[42] irrigation,increasing
[42] increasing,re
[42] re,use
[42] use,treated
[42] treated,wastewater
[42] wastewater,read
[42] read,innovative

Top Word Pairs in Tweet in G5:
[145] devletten,çok
[145] çok,ihale
[145] ihale,alan
[145] alan,10
[145] 10,inşaat
[145] inşaat,şirketi
[145] 1,cengiz
[145] cengiz,holding
[145] holding,2
[145] 2,limak

Top Word Pairs in Tweet in G6:
[39] madagascar,wbg_ida
[39] wbg_ida,helping
[39] helping,reduce
[39] reduce,stunting
[39] stunting,provide
[39] provide,600
[39] 600,000
[39] 000,children
[39] children,better
[39] better,chance

Top Word Pairs in Tweet in G7:
[7] world,bank
[5] education,system
[4] teachers,trust
[4] trust,cornerstones
[4] cornerstones,finnish
[4] finnish,education
[3] extreme,poverty
[3] south,korea
[3] year,review
[3] easiest,places

Top Word Pairs in Tweet in G8:
[32] agriculture,accounts
[32] accounts,alarming
[32] alarming,80
[32] 80,90
[32] 90,consumptive
[32] consumptive,water
[32] water,use
[32] use,much
[32] much,used
[32] used,inefficiently

Top Word Pairs in Tweet in G9:
[60] way,life
[30] burundi,coffee
[30] coffee,way
[30] life,protecting
[30] protecting,way
[30] life,600
[30] 600,000
[30] 000,jobs
[30] jobs,rely
[29] rely,means

Top Word Pairs in Tweet in G10:
[27] teachers,trust
[27] trust,cornerstones
[27] cornerstones,finnish
[27] finnish,education
[27] education,system
[25] blog,jaimesaavedra22
[25] qué,finlandia
[25] finlandia,uno
[25] uno,más
[25] más,efectivos

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@ilyasslman
@ulu_manitu
@cnainish
@worldbankwater
@narendramodi
@wef
@kanwalshauzab
@sanghaviharsh
@commissionersmc

Top Replied-To in G1:
@worldbank
@cnainish
@sanghaviharsh
@wef
@adamugarba
@commissionersmc
@c90_audio
@hellcherub
@ec_minister
@alphamelch

Top Replied-To in G2:
@ilyasslman
@stratrade_
@selcukege35
@yancemibecoin
@mehmet20mumin
@muslera33
@nomoreharam
@girayerg
@sirozsavar
@tyakup

Top Replied-To in G3:
@worldbank
@narendramodi
@leodicaprio
@pramodchandrase
@g20org
@bankofbaroda
@realdonaldtrump
@ret_ward
@nigeriawhatsnew
@theliluminatii

Top Replied-To in G4:
@worldbankwater
@worldbank
@auggwi

Top Replied-To in G5:
@ulu_manitu
@soez52
@json_bron

Top Replied-To in G6:
@worldbank

Top Replied-To in G8:
@wbg_climate
@starman92062292

Top Replied-To in G9:
@worldbank

Top Replied-To in G10:
@foreignaffairs

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@ilyasslman
@wef
@ulu_manitu
@wbg_climate
@worldbankwater
@wbg_health
@worldbankafrica
@wbpubs
@imfnews

Top Mentioned in G1:
@worldbank
@wef
@sanghaviharsh
@milanv
@baden_haus
@instagram
@worldbanklive
@climatemarcene
@sharifriedman2
@mysuratmysmc

Top Mentioned in G2:
@ilyasslman
@worldbank
@mehmet20mumin
@orhanaydin6
@hsnbozkurt
@ahmetci04737634
@akparti
@rt_erdogan
@selcukege35
@cengizinsaat

Top Mentioned in G3:
@worldbank
@imfnews
@ft
@un
@judithnwana
@unicef
@wef
@pmoindia
@kgeorgieva
@unenvironment

Top Mentioned in G4:
@worldbank
@worldbankwater
@undp
@connect4climate
@nanaamayeboaa1
@wbg_cities
@drtedros
@unicefchief
@leehsienlong
@who

Top Mentioned in G5:
@ulu_manitu
@worldbank
@ozgurmumcu
@akpinar_sami
@ilyasslman
@hasavrat
@sahsicedid

Top Mentioned in G6:
@wbg_health
@worldbank
@wbpubs
@wbg_ida
@wellcometrust
@cepiv
@cepivaccines
@bankofamer
@wbg_environment
@globalfindex

Top Mentioned in G7:
@shadz66shadz6t6
@gameing
@lkafle

Top Mentioned in G8:
@wbg_climate
@worldbank
@connect4climate
@sustainable2050
@saleemulhuq
@bom_au
@idah_wb
@mitsusumashi
@starman92062292
@kgeorgieva

Top Mentioned in G9:
@worldbankafrica
@rsezibera
@worldbank
@diop_wb
@kgeorgieva
@wbg_energy
@gfdrr
@hafezghanem_wb
@ft
@lafallance

Top Mentioned in G10:
@wbg_education
@wb_research
@jaimesaavedra22
@fj_marmolejo
@worldbank
@wbg_poverty
@fmarmole
@worldbanksasia
@lalopbar
@nitiaayog

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@lindaleeking
@hassan_k82
@nilimajumder
@safaricom_care
@independent
@airtel_ke
@inabster
@safaricomplc
@mithu796311

Top Tweeters in G1:
@lindaleeking
@hassan_k82
@nilimajumder
@mithu796311
@strategicpolicy
@bkindngood
@msmwatchdog2013
@siquieresmelees
@mainneli_
@olumideidowu

Top Tweeters in G2:
@anayasanevzat
@slmyvz1907
@mucahidakinci
@oguzcaptain
@ahmetburakreis
@ibrahimacar5334
@ctb0101
@garipliktalibi
@atatrk67
@esahin900

Top Tweeters in G3:
@independent
@inabster
@menabster
@ndtv
@httweets
@guardian
@timesofindia
@foxnews
@valaafshar
@reuters

Top Tweeters in G4:
@safaricomplc
@sandyc1772
@citi973
@masedigid
@joy997fm
@cnni
@dragonslynn1981
@lsi_france
@prosyn
@onua951fm

Top Tweeters in G5:
@kenekaz
@zehtadulger
@ismailcolak52
@deepnewsmulti
@wstrohmacher
@bdrdkc
@galeano_marquez
@erdifuzuli
@eshekkkafaliit
@hasavrat

Top Tweeters in G6:
@nuraz_wawa
@saleehmuhammed1
@pickooo
@amuraovonn
@vamcek
@bdsharmas
@buliebabes
@yusufbinuwa
@claudiamacip
@tweetnyariko

Top Tweeters in G7:
@lotsoflovefromm
@lkafle
@highqoo
@qlstnfp
@econ_cl
@kennedymmari
@rudawkurdi
@clime_it
@7thletterja
@known__unknowns

Top Tweeters in G8:
@saragomezaranci
@ishagshafeeg
@ineeshadvs
@bagaluesunab
@yourpalharvey
@saleemulhuq
@ppl_powers
@sustainable2050
@marcelomena
@drpeterlang

Top Tweeters in G9:
@jot_au
@iamcardenadenis
@den_fabrizi
@glaciarblue
@jumumuphoto
@zimrirosas
@citizenofthewo4
@rwaccommodation
@jmmuriu
@burundinfo

Top Tweeters in G10:
@bwolmers
@iamaniku
@ayralangel
@syawal
@olgasixta
@dcarsoncpa_mfc
@shab302611
@mx_g_a_l_o
@gbudhathoki
@scalarhumanity


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