globaldev, Twitter, 9/20/2021 9:09:44 AM, 262459


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globaldev_2021-09-19_23-02-42.xlsx
globaldev_2021-09-19_23-02-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 20, 2021
Short Description:
globaldev via NodeXL https://bit.ly/3EyZpO9
@salhaj
@braincures
@cgdev
@do_kinder
@forumdc
@borismartin
@ewb
@globaldevb
@themrise
@cooperation_ca

Top hashtags:
#globaldev
#internationaldevelopment
#globaldevelopment
#dev
#research
#sdgs
#datascience
#econometrics

Description:
Description
The graph represents a network of 632 Twitter users whose tweets in the requested range contained "globaldev", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 September 2021 at 06:04 UTC.

The requested start date was Monday, 20 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 14-hour, 11-minute period from Monday, 06 September 2021 at 03:14 UTC to Sunday, 19 September 2021 at 17:25 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 : 632
Unique Edges : 485
Edges With Duplicates : 919
Total Edges : 1404
Number of Edge Types : 5
Mentions : 411
Retweet : 323
MentionsInRetweet : 504
Tweet : 156
Replies to : 10
Self-Loops : 162
Reciprocated Vertex Pair Ratio : 0.0502035278154681
Reciprocated Edge Ratio : 0.0956072351421189
Connected Components : 72
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 334
Maximum Edges in a Connected Component : 764
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.821846
Graph Density : 0.00194086140143233
Modularity : 0.522595
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 632 Twitter users whose tweets in the requested range contained "globaldev", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 September 2021 at 06:04 UTC.

The requested start date was Monday, 20 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 14-hour, 11-minute period from Monday, 06 September 2021 at 03:14 UTC to Sunday, 19 September 2021 at 17:25 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 : globaldev
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] https://www.dandc.eu/en/archive/202109
[8] https://www.dandc.eu/en/article/how-2x-challenge-investments-are-making-difference
[7] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-02549-9
[7] http://womenspowerbook.org/british-europ-empire-contribution-encyclopedia-book.htm#.T1-ufnkjU9Q
[6] https://medium.com/@undp.innovation/we-know-business-as-usual-doesnt-work-but-what-does-the-alternative-look-like-d1961c7a7bf0
[6] https://www.dandc.eu/en/archive
[6] https://www.dandc.eu/en/article/what-purposes-our-monthly-e-paper-serves-and-how-it-differs-print-issue-1
[6] https://www.dandc.eu/en/article/investing-female-focused-businesses-yields-big-dividends-all-concerned
[6] https://www.dandc.eu/en/article/head-kfw-evaluation-department-elaborates-goals-methods-and-accuracy-his-work
[5] https://www.thewildnetwork.org/faillab

Top URLs in Tweet in G1:
[1] https://www.theguardian.com/global-development-professionals-network/2014/jul/10/humanitarian-workers-sex-global-development
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnbt1204supp-DC42

Top URLs in Tweet in G2:
[5] https://www.cgdev.org/cdi
[2] https://docs.google.com/forms/d/e/1FAIpQLScW7dZ8HED9NQL6qaiOX785uE4aSfXUkvdkMwGg4KJL63Vufw/viewform?vc=0&c=0&w=1&flr=0
[2] https://www.cgdev.org/event/politics-and-development
[2] https://www.cgdev.org/blog/four-ways-german-government-can-improve-development-effectiveness
[1] https://egc.yale.edu/egc-welcomes-new-affiliates-and-visiting-scholars
[1] https://docs.google.com/forms/d/e/1FAIpQLScaUuEmikFOlY7T80RjgmTIE4qEuSFxWIYIPU2jIWSe-JM3Lg/viewform
[1] https://www.cgdev.org/blog/why-new-german-government-needs-prioritize-gender-equality-international-development
[1] https://www.cgdev.org/blog/getting-best-we-can-buy-three-solutions-improve-use-value-money-evidence-global-development
[1] https://www.cgdev.org/blog/four-transformative-actions-localize-international-development
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DCiOCNaQFad8&q=EgS4SO-bGODIoIoGIhCkk3s9UGTPHh5Ifed_3kbAMgFy

Top URLs in Tweet in G4:
[20] https://www.dandc.eu/en/archive/202109
[8] https://www.dandc.eu/en/article/how-2x-challenge-investments-are-making-difference
[6] https://www.dandc.eu/en/archive
[6] https://www.dandc.eu/en/article/head-kfw-evaluation-department-elaborates-goals-methods-and-accuracy-his-work
[6] https://www.dandc.eu/en/article/what-purposes-our-monthly-e-paper-serves-and-how-it-differs-print-issue-1
[6] https://www.dandc.eu/en/article/investing-female-focused-businesses-yields-big-dividends-all-concerned
[4] https://www.dandc.eu/en/article/afghanistans-multi-dimensional-crisis-has-only-just-begun

Top URLs in Tweet in G5:
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-02549-9
[2] https://aidnography.blogspot.com/2021/09/development-ict4d-digital-communication-academia-link-review-414.html
[1] https://www.theguardian.com/global-development/2021/aug/31/racism-doesnt-just-exist-within-aid-its-the-structure-the-sector-is-built-on
[1] https://www.un.org/sg/en/node/259010
[1] https://aidnography.blogspot.com/2021/09/development-ict4d-digital-communication-academia-link-review-415.html
[1] https://twitter.com/leecrawfurd/status/1427378916998668295
[1] https://twitter.com/grantshapps/status/1434814678476197889
[1] https://mailchi.mp/559fd19eafc7/aidnography-globaldev-mid-week-links-7960525
[1] https://www.international.gc.ca/world-monde/funding-financement/smo_call-2021-appel_pmo.aspx?lang=eng
[1] https://twitter.com/filmupdates/status/1436039812763590656

Top URLs in Tweet in G6:
[3] http://globaldev.blog/blog/labor-platforms-silver-bullet-countries-global-south
[3] http://globaldev.blog/blog/skills-future-proofing-jobs-developing-countries
[3] http://globaldev.blog/es/blog/habilidades-para-trabajos-preparados-para-el-futuro-en-pa%C3%ADses-en-desarrollo
[2] https://www.globaldev.blog/es/blog/nuevos-conocimientos-para-el-desarrollo-ecosistemas-para-conectar-la-oferta-y-la-demanda
[2] http://globaldev.blog/fr/blog/des-comp%C3%A9tences-pour-assurer-lavenir-des-emplois-dans-les-pays-en-d%C3%A9veloppement
[2] http://globaldev.blog/fr/blog/les-plateformes-de-travail-une-solution-miracle-pour-les-pays-du-sud
[2] http://globaldev.blog/blog/intentions-gambian-youth-migrate-europe-effects-covid-19
[1] http://globaldev.blog/fr/blog/fracture-num%C3%A9rique-acc%C3%A8s-%C3%A0-internet-et-march%C3%A9-du-travail-post-pand%C3%A9mique
[1] http://globaldev.blog/fr/blog/in%C3%A9galit%C3%A9-mondiale-et-fracture-du-savoir
[1] http://globaldev.blog/fr/blog/mesurer-la-pauvret%C3%A9-individuelle-au-sein-des-foyers

Top URLs in Tweet in G7:
[1] https://onlinelibrary.wiley.com/page/journal/10991328/homepage/cfp-si-oct21
[1] https://www.politico.eu/article/eu-launches-global-gateway-to-counter-chinas-belt-and-road/
[1] https://www.sum.uio.no/english/sdg/news-and-events/events/2021/china-eu-relations-and-cooperation-in-sdgs-and-bri.html
[1] https://www.tandfonline.com/doi/full/10.1080/01436597.2021.1948831?src=&cookieSet=1
[1] https://jhupbooks.press.jhu.edu/title/can-fixing-dinner-fix-planet
[1] https://onlinelibrary.wiley.com/pb-assets/Call%20for%20Papers_JID_SSC_October%20Deadline-1630573198803.docx
[1] https://in-pursuit-of-development.simplecast.com/episodes/francis-fukuyama

Top URLs in Tweet in G8:
[2] https://openknowledge.worldbank.org/handle/10986/35680
[2] https://www.uncdf.org/ide4sdg
[1] https://finca.org/blogs/a-light-in-the-darkness-the-role-of-fintech/?utm_medium=social&utm_source=twitter&utm_campaign=blog_post
[1] https://www.worldbank.org/en/news/statement/2021/09/16/international-organizations-manufacturers-agree-to-intensify-cooperation-to-deliver-covid-19-vaccines
[1] https://nextbillion.net/government-entrepreneurship-covid19-support-economy
[1] https://www.ifc.org/wps/wcm/connect/publications_ext_content/ifc_external_publication_site/publications_listing_page/impact-investing-market-2020
[1] https://nextbillion.net/news/covid-has-spurred-a-digital-cash-revolution-in-developing-countries/?utm_sq=gujxwsoe5v&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbnewseventsjobs
[1] https://nextbillion.net/coronavirus-resources-social-impact-sector-covid19/?utm_sq=gj42q7s95d&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=coronavirusevergreenpromo
[1] https://nextbillion.net/water-access-funding-gap-impact-innovative-finance/?utm_sq=gu9rzgc2hr&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbdailyposttweets
[1] https://nextbillion.net/water-access-funding-gap-impact-innovative-finance/?utm_sq=gu9s0veslu&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbdailyposttweets

Top URLs in Tweet in G9:
[7] http://womenspowerbook.org/british-europ-empire-contribution-encyclopedia-book.htm#.T1-ufnkjU9Q
[1] https://remoteenergy.org/blog/solar-jobs-finding-your-place-in-the-pv-industry
[1] https://www.careerarc.com/job-listing/tetra-tech-jobs-accountant-conservation-through-economic-empowerment-in-the-republic-of-the-congo-ceerc-40189666?campaign_id=6808&src=102&tx=JtkwcAV5Uv1TVw&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://humentum.org/opex-awards-2021
[1] https://www.linkedin.com/feed/update/urn:li:activity:6842209192204365824/
[1] https://www.linkedin.com/slink?code=gWSvYwU
[1] https://www.linkedin.com/slink?code=emrGcvWC
[1] https://www.thewildnetwork.org/faillab
[1] https://www.guelphtoday.com/columns/mercy-traveller-with-philip-maher/opinion-the-story-of-afghanistan-is-not-over-4310306?utm_source=Email&utm_medium=Email&utm_campaign=Email
[1] https://twitter.com/fp2p/status/1438033843143938048

Top URLs in Tweet in G10:
[4] https://www.meandahq.com/loving-life-long-learning-a-must-way-of-life/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[4] http://www.wadi-mea.com/aspireds-work-curbing-over-extraction-of-groundwater-in-armenias-ararat-valley-showcased/
[3] https://www.meandahq.com/do-organizations-function-like-traffic-intersections-or-roundabouts/
[3] https://panagoragroup.net/10years/
[3] http://www.how-matters.org/2021/09/14/steady-now/
[2] https://www.meandahq.com/inclusivity-ending-marginalization-and-fueling-sustainable-success/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://panagoragroup.zohorecruit.com/jobs/Careers/121290000025142076/Communications-Associate?source=CareerSite
[2] https://www.meandahq.com/mastering-crock-pot-leadership/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://devtechsys.com/projects
[1] https://devtechsys.com/projects/

Top Domains
Top Domains in Tweet in Entire Graph:
[56] dandc.eu
[38] globaldev.blog
[25] twitter.com
[14] meandahq.com
[14] cgdev.org
[8] nature.com
[8] nextbillion.net
[8] go.jp
[7] medium.com
[7] oecd.org

Top Domains in Tweet in G1:
[1] theguardian.com
[1] nature.com

Top Domains in Tweet in G2:
[13] cgdev.org
[4] google.com
[1] yale.edu

Top Domains in Tweet in G4:
[56] dandc.eu

Top Domains in Tweet in G5:
[6] nature.com
[6] twitter.com
[3] blogspot.com
[2] mailchi.mp
[1] theguardian.com
[1] un.org
[1] gc.ca

Top Domains in Tweet in G6:
[32] globaldev.blog

Top Domains in Tweet in G7:
[2] wiley.com
[1] politico.eu
[1] uio.no
[1] tandfonline.com
[1] jhu.edu
[1] simplecast.com

Top Domains in Tweet in G8:
[8] nextbillion.net
[3] worldbank.org
[2] uncdf.org
[2] devex.com
[1] finca.org
[1] ifc.org
[1] un.org
[1] twitter.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G9:
[7] womenspowerbook.org
[4] pageuppeople.com
[3] careerarc.com
[3] linkedin.com
[3] globaldev.blog
[1] remoteenergy.org
[1] humentum.org
[1] thewildnetwork.org
[1] guelphtoday.com
[1] twitter.com

Top Domains in Tweet in G10:
[14] meandahq.com
[4] wadi-mea.com
[3] panagoragroup.net
[3] how-matters.org
[2] devtechsys.com
[2] zohorecruit.com
[2] healingsolidarity.org
[1] devex.com
[1] patreon.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[361] globaldev
[52] internationaldevelopment
[48] globaldevelopment
[41] dev
[38] research
[30] sdgs
[29] datascience
[27] econometrics
[25] digitalisation
[24] digitalization



Top Hashtags in Tweet in G1:
[2] globaldev
[1] management
[1] humanitarian
[1] aidtoo
[1] aidworkers
[1] ngo
[1] sdgs
[1] sdg1
[1] sdg2
[1] beltandroad

Top Hashtags in Tweet in G2:
[37] globaldev
[8] cdi2021
[4] econtwitter
[3] rcts
[3] climatechange
[3] yaledevdialogue
[3] sdgs
[3] germany
[2] get2equal
[2] germanelections2021

Top Hashtags in Tweet in G3:
[1] wellcometrust
[1] offshoreinvestments
[1] taxpayers
[1] globalsociety
[1] csr
[1] globaldev
[1] charitygov

Top Hashtags in Tweet in G4:
[24] digitalisation
[24] digitalization
[23] globaldev
[20] digital
[20] internet
[20] ict
[16] sdgs
[14] business
[14] finance
[12] women

Top Hashtags in Tweet in G5:
[29] globaldev
[6] academia
[6] research
[1] islamabad
[1] racism
[1] afghanistan

Top Hashtags in Tweet in G6:
[8] labor
[5] social
[5] technological
[5] transforming
[5] markets
[5] skills
[5] mercados
[5] laborales
[5] futureofwork
[3] desarrollo

Top Hashtags in Tweet in G7:
[16] globaldev
[7] beltandroad
[2] southsouthcooperation
[1] sdgs
[1] uiosdg
[1] agenda2030

Top Hashtags in Tweet in G8:
[18] globaldev
[12] covid19
[3] poverty
[3] impactinvesting
[3] impinv
[3] sdgs
[3] socialenterprise
[3] safewater
[3] unga76
[2] fintech

Top Hashtags in Tweet in G9:
[33] globaldev
[7] vintage
[7] booti
[7] empires
[4] job
[4] internationaldevelopment
[4] uk
[2] aid
[2] development
[2] afghanistan

Top Hashtags in Tweet in G10:
[35] globaldev
[9] socent
[7] globalhealth
[5] intldev
[5] communications
[5] philanthropy
[5] ngos
[5] aid
[4] panagoraproud
[4] nonprofits

Top Words
Top Words in Tweet in Entire Graph:
[361] #globaldev
[65] work
[58] global
[54] development
[52] #internationaldevelopment
[49] south
[48] #globaldevelopment
[47] join
[44] impact
[39] research

Top Words in Tweet in G1:
[2] dr_black
[2] sher84091181
[2] andrewmmacleod
[2] drumeshprabhu
[2] googleexpertuk
[2] banishfgm
[2] intlwomen
[2] womendeliver
[2] womenwhistle
[2] day

Top Words in Tweet in G2:
[37] #globaldev
[36] cgdev
[23] impact
[22] 40
[22] billion
[21] people
[21] living
[15] policies
[15] wealthiest
[15] nations

Top Words in Tweet in G3:
[2] braincures
[2] jeremyfarrar
[2] michelle_cruk
[2] ukri_ceo
[2] universitiesuk
[2] union_newsuk
[2] evidencebase_im
[2] techscommit
[2] 1752group

Top Words in Tweet in G4:
[33] forumdc
[32] paper
[26] free
[24] #digitalisation
[24] #digitalization
[23] #globaldev
[20] september
[20] digital
[20] trends
[20] #digital

Top Words in Tweet in G5:
[29] #globaldev
[13] themrise
[10] thanks
[10] piece
[10] links
[8] aidnography
[8] feat
[6] layallivs
[6] reaching
[6] #academia

Top Words in Tweet in G6:
[14] globaldevb
[13] fowigsnet
[12] impact
[9] arunatilaken
[9] global
[8] #labor
[8] jobs
[8] intent
[7] read
[7] platforms

Top Words in Tweet in G7:
[28] south
[27] danbanik
[19] global
[19] world
[16] #globaldev
[11] development
[11] china
[10] frequently
[10] used
[10] research

Top Words in Tweet in G8:
[18] #globaldev
[12] #covid19
[9] million
[6] latest
[5] finca
[5] pandemic
[5] organizations
[5] news
[5] kpmg
[4] 2020

Top Words in Tweet in G9:
[33] #globaldev
[8] apply
[7] #vintage
[7] #booti
[7] unique
[7] encyclopedia
[7] site
[7] #empires
[7] bad
[7] british

Top Words in Tweet in G10:
[35] #globaldev
[17] written
[16] meandahq
[16] intldogooder
[14] donald
[14] smith
[14] ed
[10] work
[10] white
[10] maryannmhina

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] #globaldev,#globaldevelopment
[44] #globaldevelopment,#internationaldevelopment
[38] #internationaldevelopment,#dev
[27] #datascience,#econometrics
[24] #digitalisation,#digitalization
[23] global,south
[22] forumdc,free
[21] #econometrics,#research
[21] billion,people
[21] people,living

Top Word Pairs in Tweet in G1:
[2] dr_black,sher84091181
[2] sher84091181,andrewmmacleod
[2] andrewmmacleod,drumeshprabhu
[2] drumeshprabhu,googleexpertuk
[2] googleexpertuk,banishfgm
[2] banishfgm,intlwomen
[2] intlwomen,womendeliver
[2] womendeliver,womenwhistle
[2] south,korean
[2] korean,biotechnology

Top Word Pairs in Tweet in G2:
[21] billion,people
[21] people,living
[15] #globaldev,policies
[15] policies,40
[15] 40,wealthiest
[15] wealthiest,nations
[15] nations,impact
[15] impact,nearly
[15] nearly,billion
[15] living,developing

Top Word Pairs in Tweet in G3:
[2] braincures,jeremyfarrar
[2] jeremyfarrar,michelle_cruk
[2] michelle_cruk,ukri_ceo
[2] ukri_ceo,universitiesuk
[2] universitiesuk,union_newsuk
[2] union_newsuk,evidencebase_im
[2] evidencebase_im,techscommit
[2] techscommit,1752group

Top Word Pairs in Tweet in G4:
[24] #digitalisation,#digitalization
[22] forumdc,free
[20] free,september
[20] september,paper
[20] paper,digital
[20] digital,trends
[20] trends,#digitalisation
[20] #digitalization,#digital
[20] #digital,#internet
[17] #internet,#ict

Top Word Pairs in Tweet in G5:
[10] #globaldev,links
[6] thanks,layallivs
[6] layallivs,reaching
[6] reaching,piece
[6] piece,#academia
[6] #academia,#globaldev
[6] #globaldev,#research
[5] themrise,thanks
[5] aidnography,#globaldev
[5] links,414

Top Word Pairs in Tweet in G6:
[7] global,south
[5] #technological,change
[5] change,innovation
[5] innovation,#transforming
[5] #transforming,#labor
[5] #labor,#markets
[5] #markets,profound
[5] profound,implications
[5] implications,profiles
[5] arunatilaken,fowigsnet

Top Word Pairs in Tweet in G7:
[10] global,south
[10] south,frequently
[10] frequently,used
[10] used,#globaldev
[10] #globaldev,research
[10] research,helpful
[10] helpful,conceptual
[10] conceptual,tool
[10] tool,studying
[10] studying,world

Top Word Pairs in Tweet in G8:
[5] #covid19,pandemic
[3] research,estimates
[3] estimates,early
[3] early,june
[3] june,2020
[3] 2020,#covid19
[3] pandemic,generated
[3] generated,68
[3] 68,million
[3] million,additional

Top Word Pairs in Tweet in G9:
[7] #vintage,#booti
[7] #booti,#globaldev
[7] #globaldev,unique
[7] unique,encyclopedia
[7] encyclopedia,site
[7] site,#empires
[7] #empires,bad
[7] bad,british
[7] british,empire
[7] empire,aid

Top Word Pairs in Tweet in G10:
[14] written,donald
[14] donald,smith
[14] smith,ed
[9] ed,#globaldev
[7] #globaldev,#globalhealth
[7] anti,racism
[7] importantly,maryannmhina
[7] maryannmhina,extend
[7] extend,invitation
[7] invitation,next

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@forumdc
@cgdev
@danbanik
@meandahq
@kitakazethomas
@intldogooder
@globaldevb
@ahakramlodhi
@themrise
@fowigsnet

Top Mentioned in G1:
@sher84091181
@andrewmmacleod
@drumeshprabhu
@googleexpertuk
@banishfgm
@intlwomen
@womendeliver
@womenwhistle
@braincures
@josephwongut

Top Mentioned in G2:
@cgdev
@yaleegc
@trinity_time
@gui2de_gu
@shanta_wb
@lwantchekon
@_sarahkhan
@rorystewartuk
@jacksonyale
@yaleeconomics

Top Mentioned in G3:
@jeremyfarrar
@michelle_cruk
@ukri_ceo
@universitiesuk
@union_newsuk
@evidencebase_im
@techscommit
@1752group
@do_kinder
@braincures

Top Mentioned in G4:
@forumdc
@cdcgroup
@kfw_fz_int
@kfw_int
@jochenkluve
@sdg2030
@sdgoals
@jenbraswellcdc
@rescueorg
@rescue_eu

Top Mentioned in G5:
@themrise
@aidnography
@layallivs
@guardian
@lizfordguardian
@wordcat12
@benjaminnorton
@invisiblesmuros
@vigrna
@sherrifflucy

Top Mentioned in G6:
@globaldevb
@fowigsnet
@arunatilaken
@talkeconomicssl
@ralbrieu
@jacquet_pierre
@m_clem
@ml_wallace
@tijanl
@cbatista_econ

Top Mentioned in G7:
@danbanik
@globaldevpod
@rudyakmarina
@jessfanzo
@fukuyamafrancis
@emmamawdsley
@jid_journal
@thirdworldq
@sebhaug

Top Mentioned in G8:
@nextbillion
@finca
@devex
@uncdfdigital
@worldbank
@ifc_org
@safewaternet
@qz
@venturesafrica
@hellotractor

Top Mentioned in G10:
@meandahq
@intldogooder
@maryannmhina
@panagoragroup
@devtechsys
@usaid
@elizatalks
@usd
@usdos
@usdol

Top Tweeters
Top Tweeters in Entire Graph:
@5fec93919a544d3
@chuddles11
@guardian
@businessinsider
@googleexpertuk
@hnnahh333
@fabriciosx
@ignaciovalle3
@gadiooumoul
@drumeshprabhu

Top Tweeters in G1:
@evelyns51868235
@dr_black
@anamjemwak
@banishfgm
@housingfirstuk
@hibowardere
@jfr4ser
@davidwebbshow
@braincures
@christine_ccj

Top Tweeters in G2:
@ilonakickbusch
@glassmanamanda
@econotw
@cgdev
@mrinalpande1
@ulovish
@asoucat
@a_ha256
@gyude_moore
@pennyd

Top Tweeters in G3:
@googleexpertuk
@ignaciovalle3
@drumeshprabhu
@doctorow
@corpgovuk
@marthawatt
@equalpayact
@do_kinder
@dunja_mijatovic
@_annakonda_

Top Tweeters in G4:
@5fec93919a544d3
@hnnahh333
@fabriciosx
@gadiooumoul
@eldokshe
@the404code
@swsw_ali1
@meesa85
@sdg2030
@gladiol21688904

Top Tweeters in G5:
@guardian
@cptleto
@benjaminnorton
@invisiblesmuros
@livkiera
@misschisomo
@sherrifflucy
@yinkawrites
@eve_rebecca
@malakagharib

Top Tweeters in G6:
@danbuk4
@m_clem
@econromesh
@ryanbedwards
@r_puskur
@idrc_lac
@erickve18230852
@globaldevb
@jhaushofer
@umeteduar

Top Tweeters in G7:
@dannywijnhoud
@hadyba_
@ronpatz
@jwpaller
@franciskab
@jhupress
@sizondi
@jockney45
@lute90
@danbanik

Top Tweeters in G8:
@salhaj
@qz
@un
@nextbillion
@adb_hq
@devex
@worldbank
@heifer
@venturesafrica
@ifc_org

Top Tweeters in G9:
@modernworldcen
@martaforesti
@escherzen
@globalwa
@tetratechintdev
@paulina_se
@humentum_org
@f_macaulay
@__motunrayo
@landolakesv37

Top Tweeters in G10:
@socentlive
@waterbot_h2o
@usaid
@intldogooder
@cannylou
@duffyindc
@usdol
@imfnews
@sharonbell_nz
@elizatalks