globaldev, Twitter, 9/28/2020 3:54:14 PM, 236155


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globaldev_2020-09-27_22-53-39.xlsx
globaldev_2020-09-27_22-53-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 28, 2020
Short Description:
globaldev via NodeXL https://bit.ly/3i8M2Ib
@aidnography
@intldogooder
@bondngo
@nextbillion
@socentlive
@maryannmhina
@gquaggiotto
@ids_uk
@st_klingebiel
@undp

Top hashtags:
#globaldev
#covid19
#sdgs
#internationaldevelopment
#globalhealth
#development

Description:
Description
The graph represents a network of 1,040 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, 28 September 2020 at 05:56 UTC.

The requested start date was Monday, 28 September 2020 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 11-day, 10-hour, 23-minute period from Monday, 14 September 2020 at 05:07 UTC to Friday, 25 September 2020 at 15:30 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 : 1040
Unique Edges : 939
Edges With Duplicates : 2006
Total Edges : 2945
Number of Edge Types : 5
Tweet : 268
Retweet : 754
MentionsInRetweet : 1274
Mentions : 633
Replies to : 16
Self-Loops : 295
Reciprocated Vertex Pair Ratio : 0.0701639344262295
Reciprocated Edge Ratio : 0.131127450980392
Connected Components : 78
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 750
Maximum Edges in a Connected Component : 2296
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.894047
Graph Density : 0.00151032797808544
Modularity : 0.495785
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,040 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, 28 September 2020 at 05:56 UTC.

The requested start date was Monday, 28 September 2020 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 11-day, 10-hour, 23-minute period from Monday, 14 September 2020 at 05:07 UTC to Friday, 25 September 2020 at 15:30 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:
[22] https://economicsandpoverty.com/2020/09/14/a-short-history-of-the-idea-of-ending-poverty/
[21] https://www.dandc.eu/en/article/anyone-serious-interest-our-content-can-currently-sign-free-print-subscription
[13] https://www.dandc.eu/en/article/deg-assesses-development-impacts-precisely-and-intends-promote-women-more
[7] https://www.economist.com/international/2020/09/26/the-pandemic-is-plunging-millions-back-into-extreme-poverty
[7] https://www.dandc.eu/en/archive
[7] https://www.dandc.eu/en/article/his-new-book-germanys-federal-minister-economic-cooperation-and-development-makes-radical
[6] https://r4d.org/blog/remote-surveying-during-covid-19-challenges/
[5] https://www.eventbrite.co.uk/e/research-enablers-for-impact-tickets-121220177815?aff=social
[5] https://forms.office.com/Pages/ResponsePage.aspx?id=7cD_p3RdbECw8Bx0HVdVjRh5umK1UFpNu1nYHijPenhURUVXMjgwNDFKWTJJSTlNUDlSRE1MWlRPTC4u
[5] https://medium.com/technology-solidarity/indigenous-data-sovereignty-in-southeast-asia-with-pyrou-chung-b462db048cfe

Top URLs in Tweet in G1:
[5] http://www.how-matters.org
[5] https://forms.office.com/Pages/ResponsePage.aspx?id=7cD_p3RdbECw8Bx0HVdVjRh5umK1UFpNu1nYHijPenhURUVXMjgwNDFKWTJJSTlNUDlSRE1MWlRPTC4u
[4] https://healingsolidarity.org/
[3] http://www.how-matters.org/2020/09/14/celebrating-10-years-of-how-matters-org/
[2] https://www.bond.org.uk/resources/four-transitions-reshaping-the-uks-international-development-system
[2] http://www.how-matters.org/2015/06/28/white-supremacy-black-liberation-global-development-racism/
[2] https://us02web.zoom.us/meeting/register/tZcoceygrz4pE9HQYKJ9syh--fOBOZW8KIup
[2] https://medium.com/@leila_billing/whats-the-problem-with-partnerships-in-international-development-we-need-a-feminist-approach-bbcaa187feb8
[1] https://haysmacintyre.com/events/ingo-financial-benchmarking-report-launch-and-seminar-2020
[1] https://www.bond.org.uk/news/2020/07/how-can-we-reconnect-with-audiences-weve-left-behind

Top URLs in Tweet in G2:
[4] https://nextbillion.net/sustainable-water-through-savings-groups/?utm_sq=gisv2lbh1u&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbdailyposttweets
[3] https://www.project-syndicate.org/commentary/digital-finance-sustainable-development-five-opportunities-by-maria-ramos-2-and-achim-steiner-2020-08
[2] https://nextbillion.net/small-and-growing-businesses-researchers/?utm_sq=givg7irj0p&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbdailyposttweets
[2] https://news.trust.org/item/20200825183707-b6e5f/
[2] https://gadebate.un.org/en
[2] https://www.pscp.tv/w/cjiadjU1MDE5NTN8MVlxS0RwQm9aYW9LVrQhysDMVEPvyFcTDaJnfs5p-mE-AU6CrcGk5ZeEZHX7
[2] https://businessfightspoverty.org/articles/bfp-nyc-online-2020/
[2] https://twitter.com/devex/status/1308692161018224645
[2] https://gabrielrebollon.com/sustainable-development-impact-summit-2020/
[2] https://www.weforum.org/agenda/2020/09/deloitte-business-recovery-actions-covid-19?utm_source=twitter&utm_medium=social_scheduler&utm_term=Better+Business&utm_content=21/09/2020+19:45

Top URLs in Tweet in G3:
[5] https://www.eventbrite.co.uk/e/research-enablers-for-impact-tickets-121220177815?aff=social
[5] https://medium.com/technology-solidarity/indigenous-data-sovereignty-in-southeast-asia-with-pyrou-chung-b462db048cfe
[1] https://mailchi.mp/0a9517e8c2ba/ukcdr-news-globaldev-funding-opportunities-3122202
[1] http://ow.ly/5tyK50ByL8Y
[1] https://www.ids.ac.uk/events/covid19-and-development-building-back-better/
[1] https://shows.acast.com/betweenthelines/episodes
[1] https://www.eventbrite.co.uk/e/research-enablers-for-impact-tickets-121220177815?aff=emailinvitation
[1] https://cids.up.edu.ph/publications/proceedings/workshop-alternative-practices-peoples-sea/
[1] https://medium.com/@undp.ric/re-engineering-uncertainty-reflections-from-the-rendanheyi-boundaryless-network-opentalk-2020-187c5595825c
[1] https://blogs.lse.ac.uk/impactofsocialsciences/2020/09/07/scaling-what-works-doesnt-work-we-need-to-scale-impact-instead/

Top URLs in Tweet in G4:
[3] https://aidnography.blogspot.com/2020/09/development-ict4d-digital-communication-academia-link-review-376.html
[2] https://aidnography.blogspot.com/2020/06/dfid-fco-merger-uk-curated-collection.html
[2] https://aidnography.blogspot.com/2020/09/development-ict4d-digital-communication-academia-link-review-375.html
[1] https://open.spotify.com/episode/2d6v4aVcAw9cJQqVoH4rpn?si=oJxU3PEPQTy8WICzARr01g
[1] https://app.stitcher.com/splayer/f/418718/77755303
[1] https://podcasts.apple.com/ca/podcast/constructive-criticism/id1466148042?i=1000491509186
[1] https://docs.google.com/forms/d/e/1FAIpQLSd9rqmZGtQy0id6dfN7hFLvsUPd1RsESdMJQLM8SJ4_jclnUA/viewform?usp=send_form
[1] https://twitter.com/ch_griffiths/status/1306572797876072449
[1] https://aidnography.blogspot.com/2020/06/racism-aid-industry-development-curated-collection.html
[1] https://aidnography.blogspot.com/2015/05/TED-talks-international-development-research-denskus-esser-communication-theory.html

Top URLs in Tweet in G5:
[21] https://economicsandpoverty.com/2020/09/14/a-short-history-of-the-idea-of-ending-poverty/
[7] https://www.economist.com/international/2020/09/26/the-pandemic-is-plunging-millions-back-into-extreme-poverty
[4] https://www.globaldev.blog/blog/preservation-rangeland-ecosystems-developing-economies
[3] http://www.globaldev.blog/node/587
[3] https://www.globaldev.blog/es/blog/la-preservaci%C3%B3n-de-los-ecosistemas-de-pastizales-en-las-econom%C3%ADas-en-desarrollo
[3] https://www.globaldev.blog/blog/sustainable-development-priorities-time-covid-19
[2] http://globaldev.blog/node/584
[2] https://www.globaldev.blog/blog/dowry-india-evolution-prevalence-and-policy-responses
[2] https://www.theigc.org/event/the-private-sector-in-the-pandemic-from-impact-to-recovery/
[1] https://twitter.com/sanemnet/status/1301445498256015360

Top URLs in Tweet in G6:
[3] https://twitter.com/cacrisalves/status/1308093726414303233
[1] https://voiced.ca/project/the-world-food-system/
[1] http://ineteconomics.org/perspectives/blog/what-happens-when-a-noted-female-economist-fights-toxic-culture-in-the-field#disqus_thread
[1] https://thewire.in/rights/delhi-police-riots-conspiracy-academics-activists
[1] https://www.tandfonline.com/doi/abs/10.1080/09614524.2020.1801593?cookieSet=1
[1] https://twitter.com/AHAkramLodhi/status/1308512591606681605

Top URLs in Tweet in G7:
[3] https://in-pursuit-of-development.simplecast.com/episodes/kim-yi-dionne
[1] https://www.sum.uio.no/english/sdg/blog/dan-banik/global-interventions-and-local-priorities.html
[1] https://music.amazon.com/podcasts/61e80eda-29f7-4b22-988c-83f6a6869e2f/In-Pursuit-of-Development
[1] https://www.mwnation.com/global-interventions-and-local-priorities/
[1] https://economicsandpoverty.com/2020/09/14/a-short-history-of-the-idea-of-ending-poverty/
[1] https://in-pursuit-of-development.simplecast.com/episodes/ken-opalo

Top URLs in Tweet in G8:
[5] https://app.brazenconnect.com/a/apsia/e/JOROiA
[1] https://www.eventbrite.com/e/apsia-virtual-open-houses-tickets-120536819873
[1] https://twitter.com/SPRC_UNSW/status/1306714570266877952
[1] https://gh.bmj.com/content/5/9/e003359
[1] http://www.standardizations.org/charter

Top URLs in Tweet in G9:
[4] https://www.dlprog.org/opinions/leadership-observatory-issue-12
[1] https://asiafoundation.org/publication/thinking-and-working-politically-in-development-coalitions-for-change-in-the-philippines/
[1] https://www.devstud.org.uk/2020/09/03/latest-news-from-idd-birmingham/
[1] https://www.dlprog.org/opinions/the-case-of-the-myanmar-investment-law
[1] https://www.latrobe.edu.au/socialchangehttps://www.latrobe.edu.au/socialchange
[1] https://www.developmentcompass.org/blog/campaigning/who-do-the-public-trust-for-covid-info-hint-not-social-media-or-politicians

Top URLs in Tweet in G10:
[2] https://www.devex.com/news/how-globaldev-communications-survived-lockdown-98051
[1] https://r4d.org/blog/how-local-ngos-are-adapting-during-the-pandemic/?utm_source=T/AI+Newsletter+List&utm_campaign=217a494c1c-EMAIL_CAMPAIGN_2018_12_18_05_33_COPY_01&utm_medium=email&utm_term=0_1a5ff28f1e-217a494c1c-520373385
[1] https://twitter.com/coss_birmingham/status/1309076306554912769
[1] https://twitter.com/Act4Integrity/status/1309073848957108226
[1] https://twitter.com/AtlanticCouncil/status/1306679005542789122
[1] https://twitter.com/devex/status/1304411873991888898
[1] https://www.devex.com/news/raab-addresses-rumors-around-aid-for-defense-0-7-commitment-as-fcdo-opens-98022

Top Domains
Top Domains in Tweet in Entire Graph:
[91] twitter.com
[54] dandc.eu
[39] nextbillion.net
[34] globaldev.blog
[22] economicsandpoverty.com
[21] how-matters.org
[16] devex.com
[15] meandahq.com
[15] nuzzel.com
[12] r4d.org

Top Domains in Tweet in G1:
[21] how-matters.org
[13] twitter.com
[5] org.uk
[5] office.com
[4] healingsolidarity.org
[3] medium.com
[2] zoom.us
[1] haysmacintyre.com
[1] usatoday.com
[1] instagram.com

Top Domains in Tweet in G2:
[38] nextbillion.net
[8] pscp.tv
[7] devex.com
[6] twitter.com
[6] weforum.org
[4] linkedin.com
[4] un.org
[3] businessfightspoverty.org
[3] project-syndicate.org
[2] trust.org

Top Domains in Tweet in G3:
[6] co.uk
[6] medium.com
[4] ac.uk
[1] mailchi.mp
[1] ow.ly
[1] acast.com
[1] edu.ph
[1] healingsolidarity.org
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G4:
[11] twitter.com
[10] blogspot.com
[1] spotify.com
[1] stitcher.com
[1] apple.com
[1] google.com
[1] convivialthinking.org
[1] theguardian.com

Top Domains in Tweet in G5:
[31] globaldev.blog
[21] economicsandpoverty.com
[7] economist.com
[3] theigc.org
[1] twitter.com
[1] tandfonline.com
[1] unu.edu

Top Domains in Tweet in G6:
[4] twitter.com
[1] voiced.ca
[1] ineteconomics.org
[1] thewire.in
[1] tandfonline.com

Top Domains in Tweet in G7:
[4] simplecast.com
[1] uio.no
[1] amazon.com
[1] mwnation.com
[1] economicsandpoverty.com

Top Domains in Tweet in G8:
[5] brazenconnect.com
[1] eventbrite.com
[1] twitter.com
[1] bmj.com
[1] standardizations.org

Top Domains in Tweet in G9:
[5] dlprog.org
[1] asiafoundation.org
[1] org.uk
[1] edu.au
[1] developmentcompass.org

Top Domains in Tweet in G10:
[4] twitter.com
[3] devex.com
[1] r4d.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[786] globaldev
[132] covid19
[65] sdgs
[59] internationaldevelopment
[55] globalhealth
[48] development
[41] sustainability
[40] research
[39] aid
[37] globaldevelopment



Top Hashtags in Tweet in G1:
[161] globaldev
[19] philanthropy
[19] socent
[13] healingsolidarity
[10] throwback
[10] ngos
[9] feminist
[8] aid
[7] 10years10posts
[7] nonprofit

Top Hashtags in Tweet in G2:
[69] globaldev
[39] covid19
[27] unga
[19] emergingmarkets
[14] sdgs
[14] coronavirus
[12] socimp
[12] entrepreneurship
[11] sdi20
[10] socialimpact

Top Hashtags in Tweet in G3:
[57] globaldev
[33] covid19
[32] sussexdev
[17] digitalrights
[17] gender
[9] research
[8] digital
[6] eu
[6] innovations
[6] blockchain

Top Hashtags in Tweet in G4:
[49] globaldev
[8] research
[7] teaching
[3] gnorth
[3] localization
[2] rethinkingdev
[2] silence
[2] ethics
[2] dfidmerger
[1] activism

Top Hashtags in Tweet in G5:
[16] covid19
[9] globaldev
[5] devecon
[3] pâturages
[3] nourriture
[3] habitat
[3] environnement
[3] comunales
[3] estado
[3] mercado

Top Hashtags in Tweet in G6:
[12] globaldev
[8] economist
[2] devecon
[1] econtwitter
[1] delhipolice
[1] racism
[1] aidsector
[1] aidhaiti
[1] powerimbalance
[1] privilege

Top Hashtags in Tweet in G7:
[15] aids
[14] globaldev
[11] globalhealth
[5] sdg3
[5] sdgs
[2] malawi
[1] podcastsonamazonmusic
[1] kenya

Top Hashtags in Tweet in G8:
[27] globaldev
[22] humanrights
[13] globalbiz
[8] sustainability
[8] natsec
[7] cve
[7] innovation
[7] intltrade
[6] gradschool
[6] globalhealth

Top Hashtags in Tweet in G9:
[9] globaldev
[4] pandemic
[3] leadershipobvs
[3] pacific
[2] development
[2] philippines
[1] indonesia
[1] economy
[1] policymakers
[1] twp

Top Hashtags in Tweet in G10:
[19] globaldev
[8] shiftthepower
[7] covid19
[7] disruptdev
[7] aid
[7] developmentcooperation
[7] globalgoals
[7] developmentaid
[6] communications
[6] lockdown

Top Words
Top Words in Tweet in Entire Graph:
[786] #globaldev
[189] poc
[185] development
[183] research
[175] working
[103] bondngo
[102] more
[98] experiences
[96] #covid19
[95] final

Top Words in Tweet in G1:
[183] poc
[161] #globaldev
[144] working
[99] bondngo
[96] research
[92] final
[91] experiences
[90] stages
[60] re
[39] leilabilling

Top Words in Tweet in G2:
[69] #globaldev
[35] #covid19
[27] #unga
[26] nextbillion
[21] business
[20] devex
[20] kpmg
[19] #emergingmarkets
[16] sustainable
[15] wef

Top Words in Tweet in G3:
[78] ids_uk
[74] development
[57] impact
[57] #globaldev
[44] research
[42] event
[42] fellow
[40] phat_controller
[38] series
[35] ukcdr

Top Words in Tweet in G4:
[49] #globaldev
[23] aidnography
[16] re
[16] excellent
[14] many
[10] links
[10] feat
[10] j_schoeneberg
[10] coloniality
[8] thread

Top Words in Tweet in G5:
[32] poverty
[25] tonysangle
[21] short
[21] history
[21] idea
[21] ending
[21] martinravallion
[21] really
[21] great
[21] web

Top Words in Tweet in G6:
[20] ahakramlodhi
[12] #globaldev
[8] fantastic
[8] interview
[8] claudia_sahm
[8] happens
[8] noted
[8] female
[8] #economist
[8] fights

Top Words in Tweet in G7:
[40] danbanik
[39] interventions
[31] recent
[30] globaldevpod
[27] africa
[24] listen
[24] legislative
[24] fail
[21] dadakim
[20] book

Top Words in Tweet in G8:
[27] #globaldev
[22] #humanrights
[14] diplomacy
[13] #globalbiz
[12] more
[11] interested
[11] apsiainfo
[10] career
[8] #sustainability
[8] #natsec

Top Words in Tweet in G9:
[16] ihssc
[13] dlprog
[12] features
[12] led
[9] dlp
[9] #globaldev
[8] reflecting
[8] last
[8] 12
[8] months

Top Words in Tweet in G10:
[19] #globaldev
[8] #shiftthepower
[7] act4integrity
[7] #covid19
[7] #disruptdev
[7] #aid
[7] #developmentcooperation
[7] #globalgoals
[7] #developmentaid
[6] #communications

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[144] poc,working
[99] working,#globaldev
[93] bondngo,final
[93] final,stages
[93] stages,research
[93] research,experiences
[93] experiences,poc
[55] #globaldev,re
[55] re,poc
[43] research,fellow

Top Word Pairs in Tweet in G1:
[141] poc,working
[92] working,#globaldev
[90] bondngo,final
[90] final,stages
[90] stages,research
[90] research,experiences
[90] experiences,poc
[52] #globaldev,re
[52] re,poc
[38] #globaldev,poc

Top Word Pairs in Tweet in G2:
[14] small,growing
[13] #globaldev,#emergingmarkets
[12] wdi_michigan,aspenande
[12] aspenande,#entrepreneurship
[11] chrisprottas,thewatertrust
[9] growing,businesses
[9] covid,19
[7] estimated,rural
[7] rural,water
[7] water,points

Top Word Pairs in Tweet in G3:
[42] research,fellow
[32] excited,announce
[32] announce,launch
[32] launch,set
[32] set,fascinating
[32] fascinating,#sussexdev
[32] #sussexdev,event
[32] event,series
[32] series,'#covid19
[32] '#covid19,#globaldev

Top Word Pairs in Tweet in G4:
[10] #globaldev,links
[7] earlier,today
[7] today,shared
[7] shared,screenshot
[7] screenshot,re
[7] re,entire
[7] entire,thread
[7] thread,unbelievable
[7] unbelievable,insane
[7] insane,story

Top Word Pairs in Tweet in G5:
[21] short,history
[21] history,idea
[21] idea,ending
[21] ending,poverty
[21] poverty,martinravallion
[21] martinravallion,really
[21] really,great
[21] great,web
[20] tonysangle,short
[20] web,sit

Top Word Pairs in Tweet in G6:
[8] fantastic,interview
[8] interview,claudia_sahm
[8] claudia_sahm,happens
[8] happens,noted
[8] noted,female
[8] female,#economist
[8] #economist,fights
[8] fights,toxic
[8] toxic,culture
[8] culture,field

Top Word Pairs in Tweet in G7:
[24] interventions,africa
[24] africa,fail
[14] today's,column
[14] column,highlight
[14] highlight,dadakim's
[14] dadakim's,work
[14] work,#aids
[14] #aids,interventions
[14] fail,refer
[14] refer,recent

Top Word Pairs in Tweet in G8:
[20] #humanrights,#globaldev
[7] international,career
[7] career,diplomacy
[7] diplomacy,#humanrights
[7] #globaldev,#cve
[7] #cve,#sustainability
[7] #sustainability,#innovation
[7] #innovation,#globalbiz
[6] interested,diplomacy
[6] diplomacy,#natsec

Top Word Pairs in Tweet in G9:
[8] reflecting,last
[8] last,12
[8] 12,months
[8] months,dlp
[8] dlp,features
[8] features,ihssc
[8] ihssc,2019
[8] 2019,annual
[8] annual,report
[8] report,institute

Top Word Pairs in Tweet in G10:
[7] #disruptdev,#shiftthepower
[7] #shiftthepower,#aid
[7] #aid,#globaldev
[7] #globaldev,#developmentcooperation
[7] #developmentcooperation,#globalgoals
[7] #globalgoals,#developmentaid
[6] #globaldev,#communications
[6] #communications,survived
[6] survived,#lockdown
[6] #lockdown,check

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@bondngo
@ids_uk
@danbanik
@phat_controller
@leilabilling
@dadakim
@charitysowhite
@ukcdr
@nextbillion
@globaldevpod

Top Mentioned in G1:
@bondngo
@leilabilling
@charitysowhite
@intldogooder
@maryannmhina
@lenabheeroo
@lightsolar
@everjoicewin
@ptsothe
@hopechigudu

Top Mentioned in G2:
@nextbillion
@devex
@kpmg
@wef
@aspenande
@chrisprottas
@wdi_michigan
@un
@thewatertrust
@asteiner

Top Mentioned in G3:
@ids_uk
@phat_controller
@ukcdr
@bgigler
@gquaggiotto
@uksciencechief
@mleach_ids
@opendevthai
@jorgkuhnel
@enmuthengi

Top Mentioned in G4:
@aidnography
@j_schoeneberg
@thinkconvivial
@rethinkingdevp
@leigh__mathews
@kennedyodede
@marieeberry
@tubaagartan
@aidsoulsearch
@sankuchy

Top Mentioned in G5:
@tonysangle
@martinravallion
@unuwider
@andypsumner
@achilkoti
@evaeggerphd
@davidtschirley
@aslihanrome
@the_igc
@sanemnet

Top Mentioned in G6:
@ahakramlodhi
@claudia_sahm
@candevstudies
@iaffe
@hetecon
@rethinkecon
@foodgovernance
@trentuniversity
@liamswiss
@casid_acedi

Top Mentioned in G7:
@danbanik
@dadakim
@globaldevpod
@kopalo
@oslosdg
@sum_uio
@amazonmusic
@sveinstlen
@fo
@forumnorway

Top Mentioned in G8:
@apsiainfo
@phibetakappa
@aps
@unswarts
@interstandards
@heardatunsw
@wsoors
@baumfran
@sharonfrieloz
@hhhschool

Top Mentioned in G9:
@dlprog
@ihssc
@croche123
@devcomms
@devengagelab
@conversationuk
@bondngo
@oecddev
@asia_foundation

Top Mentioned in G10:
@act4integrity
@willrworley
@fcdogovuk
@devex
@dominicraab
@raj_devex
@hiltonfound
@results4dev
@prof_rblack
@isabinkle

Top Tweeters
Top Tweeters in Entire Graph:
@guardian
@business
@reuters
@adunlea
@ksp_libs
@tzdiscovery
@bot_innovation
@coolsussex
@dataaugmented
@diddymcc

Top Tweeters in G1:
@texasinafrica
@socentlive
@m0nsterava33
@k_ophelia
@everjoicewin
@sdgsbot
@climategroup
@tom_wein
@denzelscott
@kojoabroba

Top Tweeters in G2:
@business
@reuters
@diddymcc
@3blmedia
@wef
@orfonline
@justusnatuhwera
@harvardbiz
@trf_stories
@prosyn

Top Tweeters in G3:
@bot_innovation
@coolsussex
@sunil_abraham
@whitefordpeter
@fortuny
@anandstweets
@mgg_2012
@dzennypha
@sdinpraxis
@gquaggiotto

Top Tweeters in G4:
@jmmuriu
@anneodmatthews
@colinegreen
@gpereze
@rishie_
@admire2mare
@sumingkhoo
@naomi_fowler
@zekuzelalem
@jordanjaunt

Top Tweeters in G5:
@dannywijnhoud
@iamaniku
@agrobiodiverse
@peterhenry9
@tonysangle
@laurentfranckx
@adamposen
@theeclecticseer
@econromesh
@ghlicona

Top Tweeters in G6:
@social_seer
@price_laborecon
@moorehn
@ahakramlodhi
@joselviveropol
@claudia_sahm
@fadhelkaboub
@sebavielmas
@benparker140
@trentuniversity

Top Tweeters in G7:
@amizere
@dadakim
@stevesharra
@vonyango_
@bmatungwa
@mpho3_united
@onemwala
@amazonmusic
@kopalo
@mesandbu

Top Tweeters in G8:
@bot_africana
@excellencia_ltd
@phibetakappa
@qanda
@kristofdecoste1
@interstandards
@dclytus
@apsiainfo
@heardatunsw
@fordschool

Top Tweeters in G9:
@guardianaus
@conversationuk
@caintess
@dfat
@lsenews
@rakyanwidhowati
@chathamhouse
@asia_foundation
@croche123
@ihssc

Top Tweeters in G10:
@thisweekinnepal
@fcdogovuk
@andy_woodfield
@pwc_uk
@ojmwandemele
@nicolegoldin
@hamarquette
@tainitiative
@catherinecheney
@willrworley


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