globaldev, Twitter, 9/29/2020 7:13:20 PM, 236277


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globaldev_2020-09-28_22-53-40.xlsx
globaldev_2020-09-28_22-53-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 29, 2020
Short Description:
globaldev via NodeXL https://bit.ly/344J6Y6
@aidnography
@intldogooder
@bondngo
@nextbillion
@maryannmhina
@gquaggiotto
@socentlive
@ids_uk
@st_klingebiel
@devex

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

Description:
Description
The graph represents a network of 1,121 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 Tuesday, 29 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 13-day, 16-hour, 28-minute period from Monday, 14 September 2020 at 05:07 UTC to Sunday, 27 September 2020 at 21:35 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 : 1121
Unique Edges : 1018
Edges With Duplicates : 2199
Total Edges : 3217
Number of Edge Types : 5
Retweet : 818
MentionsInRetweet : 1377
Mentions : 695
Tweet : 308
Replies to : 19
Self-Loops : 339
Reciprocated Vertex Pair Ratio : 0.0670694864048338
Reciprocated Edge Ratio : 0.125707814269536
Connected Components : 79
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 824
Maximum Edges in a Connected Component : 2529
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.919381
Graph Density : 0.00140658850516121
Modularity : 0.491004
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,121 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 Tuesday, 29 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 13-day, 16-hour, 28-minute period from Monday, 14 September 2020 at 05:07 UTC to Sunday, 27 September 2020 at 21:35 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:
[31] https://www.dandc.eu/en/article/anyone-serious-interest-our-content-can-currently-sign-free-print-subscription
[22] https://economicsandpoverty.com/2020/09/14/a-short-history-of-the-idea-of-ending-poverty/
[14] https://www.dandc.eu/en/archive
[14] https://www.dandc.eu/en/article/deg-assesses-development-impacts-precisely-and-intends-promote-women-more
[7] http://womenspowerbook.org/british-europ-empire-contribution-encyclopedia-book.htm#.T1-ufnkjU9Q
[7] https://www.economist.com/international/2020/09/26/the-pandemic-is-plunging-millions-back-into-extreme-poverty
[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/
[6] https://www.eventbrite.co.uk/e/research-enablers-for-impact-tickets-121220177815?aff=social
[5] http://www.how-matters.org

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://us02web.zoom.us/meeting/register/tZcoceygrz4pE9HQYKJ9syh--fOBOZW8KIup
[2] http://www.how-matters.org/2015/06/28/white-supremacy-black-liberation-global-development-racism/
[2] http://www.how-matters.org/2020/09/24/deeply-intertwined-coaching-for-personal-transformation-and-social-justice/
[2] https://www.bond.org.uk/resources/four-transitions-reshaping-the-uks-international-development-system
[2] https://medium.com/@leila_billing/whats-the-problem-with-partnerships-in-international-development-we-need-a-feminist-approach-bbcaa187feb8
[1] http://www.how-matters.org/2020/06/17/fire-and-light/

Top URLs in Tweet in G2:
[6] 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
[2] https://www.ids.ac.uk/events/covid19-and-development-building-back-better/
[1] http://ow.ly/5tyK50ByL8Y
[1] https://mailchi.mp/0a9517e8c2ba/ukcdr-news-globaldev-funding-opportunities-3122202
[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/
[1] https://healingsolidarity.org
[1] https://cids.up.edu.ph/publications/proceedings/workshop-alternative-practices-peoples-sea/
[1] https://shows.acast.com/betweenthelines/episodes

Top URLs in Tweet in G3:
[3] https://www.project-syndicate.org/commentary/digital-finance-sustainable-development-five-opportunities-by-maria-ramos-2-and-achim-steiner-2020-08
[2] https://medium.com/@UNDP/global-goals-week-and-covid-19-a-clarion-call-8e251e2c1b86
[2] https://www.devex.com/news/how-big-is-the-sdg-backslide-gates-foundation-presents-new-data-98076
[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://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
[2] https://twitter.com/DataScienceDojo/status/1305689288345096193

Top URLs in Tweet in G4:
[22] 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
[4] https://www.globaldev.blog/blog/sustainable-development-priorities-time-covid-19
[3] https://in-pursuit-of-development.simplecast.com/episodes/kim-yi-dionne
[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
[2] http://globaldev.blog/node/584
[2] https://www.globaldev.blog/blog/dowry-india-evolution-prevalence-and-policy-responses
[2] http://globaldev.blog/node/574

Top URLs in Tweet in G5:
[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://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
[1] https://twitter.com/NeerajKA/status/1305339849843634177
[1] https://twitter.com/fp2p/status/1305415211625721857
[1] https://twitter.com/stephendziedzic/status/1306057486739226624
[1] https://twitter.com/doctorow/status/1307356894818832388

Top URLs in Tweet in G6:
[4] https://nextbillion.net/sustainable-water-through-savings-groups/?utm_sq=gisv2lbh1u&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbdailyposttweets
[2] https://nextbillion.net/small-and-growing-businesses-researchers/?utm_sq=givg6nijmu&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbdailyposttweets
[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://nextbillion.net/calendar/the-united-nations-secretary-generals-task-force-on-digital-financing-of-the-sustainable-development-goals/?utm_sq=gj29pfx8nv&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbnewseventsjobs
[1] https://nextbillion.net/combating-cybercrime-in-emerging-economies/?utm_sq=gh67vrktdq&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbdailyposttweets
[1] https://nextbillion.net/coronavirus-resources-social-impact-sector-covid19/?utm_sq=gdx6shipue&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=coronavirusevergreenpromo
[1] https://nextbillion.net/coronavirus-resources-social-impact-sector-covid19/?utm_sq=gdx6opx4t9&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=coronavirusevergreenpromo
[1] https://nextbillion.net/coronavirus-resources-social-impact-sector-covid19/?utm_sq=gdx71maj2i&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=coronavirusevergreenpromo
[1] https://nextbillion.net/nextbillion-series/enterprise-in-the-time-of-coronavirus/?utm_sq=gdx7pxec2f&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=coronavirusevergreenpromo
[1] https://nextbillion.net/coronavirus-resources-social-impact-sector-covid19/?utm_sq=gdx7exqhly&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=coronavirusevergreenpromo

Top URLs in Tweet in G7:
[5] https://app.brazenconnect.com/a/apsia/e/JOROiA
[2] https://www.interaction.org/events/how-do-you-collect-data-and-why-a-follow-up-dialogue-on-usaids-digital-strategy/
[2] https://www.sidwconference.org/
[1] https://forms.gle/7vceBWu5pEeMyidG8
[1] https://www.dai.com/news/dais-bobby-jefferson-named-to-sid-washington-board-of-directors
[1] https://www.eventbrite.com/e/apsia-virtual-open-houses-tickets-120536819873
[1] https://www.opex365.humentum.org/launch-event
[1] https://www.humentum.org/blog-news/press-releases/humentum-celebrates-2020-operational-excellence-awards-winners-virtual
[1] https://twitter.com/SPRC_UNSW/status/1306714570266877952
[1] https://gh.bmj.com/content/5/9/e003359

Top URLs in Tweet in G8:
[3] https://twitter.com/cacrisalves/status/1308093726414303233
[1] https://www.cgdev.org/blog/access-contraception-global-development-issue
[1] https://centerforglobaldevelopment.applytojob.com/apply/wWQmszyVi0/Director-Of-Global-Health-Policy
[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 G9:
[2] https://www.devex.com/news/how-globaldev-communications-survived-lockdown-98051
[1] https://twitter.com/fcdogovuk/status/1309764648296747010
[1] https://medium.com/p/9c61ffe4af0f?source=linkShare-16438f56595a-1601113756&_branch_match_id=link-838338732138796837
[1] https://twitter.com/kate_englefield/status/1309789809112748032
[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 URLs in Tweet in G10:
[31] https://www.dandc.eu/en/article/anyone-serious-interest-our-content-can-currently-sign-free-print-subscription
[14] https://www.dandc.eu/en/archive
[14] https://www.dandc.eu/en/article/deg-assesses-development-impacts-precisely-and-intends-promote-women-more
[7] https://www.dandc.eu/en/article/his-new-book-germanys-federal-minister-economic-cooperation-and-development-makes-radical
[5] https://www.dandc.eu/en/article/due-covid-19-mid-eastern-crisis-countries-need-more-international-support-ever
[3] https://www.dandc.eu/en/article/why-development-requires-functional-differentiation-and-attention-common-good
[1] https://www.dandc.eu/en/article/new-players-have-entered-arena-international-cooperation-and-new-patterns-partnerships-have

Top Domains
Top Domains in Tweet in Entire Graph:
[100] twitter.com
[75] dandc.eu
[43] nextbillion.net
[40] globaldev.blog
[23] how-matters.org
[22] economicsandpoverty.com
[19] meandahq.com
[18] devex.com
[17] nuzzel.com
[13] medium.com

Top Domains in Tweet in G1:
[23] how-matters.org
[16] twitter.com
[5] office.com
[5] org.uk
[4] healingsolidarity.org
[3] medium.com
[2] zoom.us
[1] therevelator.org
[1] bonappetit.com
[1] equalityfund.ca

Top Domains in Tweet in G2:
[7] co.uk
[6] medium.com
[5] ac.uk
[1] ow.ly
[1] mailchi.mp
[1] healingsolidarity.org
[1] edu.ph
[1] acast.com
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G3:
[9] devex.com
[8] pscp.tv
[7] weforum.org
[7] twitter.com
[4] linkedin.com
[4] un.org
[3] project-syndicate.org
[2] medium.com
[2] trust.org
[2] gabrielrebollon.com

Top Domains in Tweet in G4:
[37] globaldev.blog
[22] economicsandpoverty.com
[7] economist.com
[4] simplecast.com
[1] twitter.com
[1] tandfonline.com
[1] unu.edu
[1] amazon.com
[1] apple.com
[1] uio.no

Top Domains in Tweet in G5:
[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 G6:
[42] nextbillion.net
[3] chemonics.com
[2] businessfightspoverty.org
[1] prweb.com
[1] idronline.org
[1] imf.org
[1] typepad.com
[1] seepannualconference.org
[1] itad.com

Top Domains in Tweet in G7:
[5] brazenconnect.com
[3] humentum.org
[2] interaction.org
[2] sidwconference.org
[1] forms.gle
[1] dai.com
[1] eventbrite.com
[1] twitter.com
[1] bmj.com
[1] standardizations.org

Top Domains in Tweet in G8:
[4] twitter.com
[1] cgdev.org
[1] applytojob.com
[1] voiced.ca
[1] ineteconomics.org
[1] thewire.in
[1] tandfonline.com

Top Domains in Tweet in G9:
[6] twitter.com
[3] devex.com
[1] medium.com
[1] r4d.org

Top Domains in Tweet in G10:
[75] dandc.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[873] globaldev
[153] covid19
[83] sdgs
[67] internationaldevelopment
[65] development
[58] globalhealth
[52] sustainability
[48] aid
[42] africa
[41] research



Top Hashtags in Tweet in G1:
[170] globaldev
[24] socent
[20] philanthropy
[14] healingsolidarity
[13] feminist
[11] ngos
[10] climatejustice
[9] throwback
[9] aid
[7] poetry

Top Hashtags in Tweet in G2:
[64] globaldev
[36] covid19
[35] sussexdev
[17] digitalrights
[17] gender
[10] research
[8] digital
[6] strategic
[6] panel
[6] evaluate

Top Hashtags in Tweet in G3:
[28] globaldev
[28] unga
[26] covid19
[14] sdgs
[12] sdi20
[10] infratech
[9] globalgoals
[8] sustainablebusiness
[7] unga75
[6] privatesector

Top Hashtags in Tweet in G4:
[23] globaldev
[20] covid19
[17] aids
[12] globalhealth
[9] india
[6] sdgs
[6] sdg3
[5] devecon
[4] pandemic
[3] kenya

Top Hashtags in Tweet in G5:
[49] globaldev
[8] research
[7] teaching
[3] gnorth
[3] localization
[2] dfidmerger
[2] rethinkingdev
[2] silence
[2] ethics
[1] antiracistinaid

Top Hashtags in Tweet in G6:
[58] globaldev
[22] emergingmarkets
[21] covid19
[17] coronavirus
[14] socimp
[13] socent
[12] entrepreneurship
[11] socialimpact
[10] socialenterprise
[8] wash

Top Hashtags in Tweet in G7:
[43] globaldev
[22] humanrights
[13] globalbiz
[9] opex365
[8] sustainability
[8] natsec
[7] globalhealth
[7] cve
[7] innovation
[7] intltrade

Top Hashtags in Tweet in G8:
[17] globaldev
[8] economist
[2] econtwitter
[2] devecon
[1] wcd2020
[1] globalhealth
[1] delhipolice
[1] racism
[1] aidsector
[1] aidhaiti

Top Hashtags in Tweet in G9:
[24] globaldev
[8] covid19
[8] shiftthepower
[7] communications
[7] lockdown
[7] disruptdev
[7] aid
[7] developmentcooperation
[7] globalgoals
[7] developmentaid

Top Hashtags in Tweet in G10:
[63] globaldev
[51] development
[34] sdgs
[33] sustainability
[8] cooperation
[7] bmz
[7] book
[7] oda
[7] finance
[7] privatesector

Top Words
Top Words in Tweet in Entire Graph:
[873] #globaldev
[209] development
[189] research
[189] poc
[178] working
[112] #covid19
[109] more
[103] bondngo
[98] experiences
[95] final

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

Top Words in Tweet in G2:
[80] ids_uk
[74] development
[64] #globaldev
[59] impact
[46] event
[44] research
[42] fellow
[41] ukcdr
[41] series
[40] phat_controller

Top Words in Tweet in G3:
[28] #globaldev
[28] #unga
[26] #covid19
[26] devex
[22] kpmg
[15] pandemic
[14] #sdgs
[14] wef
[12] sustainable
[12] #sdi20

Top Words in Tweet in G4:
[42] recent
[42] interventions
[41] danbanik
[39] poverty
[39] globaldevpod
[34] listen
[30] dadakim
[29] africa
[26] fail
[26] tonysangle

Top Words in Tweet in G5:
[49] #globaldev
[24] aidnography
[17] re
[17] excellent
[14] many
[10] j_schoeneberg
[10] coloniality
[9] thread
[9] unbelievable
[9] links

Top Words in Tweet in G6:
[58] #globaldev
[29] nextbillion
[22] #emergingmarkets
[17] #coronavirus
[17] sector
[16] aspenande
[15] #covid19
[15] analysis
[15] business
[15] small

Top Words in Tweet in G7:
[43] #globaldev
[22] #humanrights
[14] diplomacy
[13] more
[13] #globalbiz
[11] interested
[11] apsiainfo
[10] career
[9] 30
[9] #opex365

Top Words in Tweet in G8:
[20] ahakramlodhi
[17] #globaldev
[8] fantastic
[8] interview
[8] claudia_sahm
[8] happens
[8] noted
[8] female
[8] #economist
[8] fights

Top Words in Tweet in G9:
[24] #globaldev
[8] work
[8] act4integrity
[8] #covid19
[8] #shiftthepower
[7] #communications
[7] survived
[7] #lockdown
[7] check
[7] overcoming

Top Words in Tweet in G10:
[63] #globaldev
[51] #development
[45] free
[44] development
[34] forumdc
[34] #sdgs
[33] #sustainability
[32] interest
[31] anyone
[31] serious

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:
[42] research,fellow
[35] series,'#covid19
[35] '#covid19,#globaldev
[35] #globaldev,building
[32] excited,announce
[32] announce,launch
[32] launch,set
[32] set,fascinating
[32] fascinating,#sussexdev
[32] #sussexdev,event

Top Word Pairs in Tweet in G3:
[10] #covid19,pandemic
[8] covid,19
[6] pandemic,given
[6] given,extra
[6] extra,impetus
[6] impetus,urgency
[6] urgency,#globalgoals
[6] #globalgoals,still
[6] still,time
[6] time,act

Top Word Pairs in Tweet in G4:
[25] interventions,africa
[25] africa,fail
[22] short,history
[22] history,idea
[22] idea,ending
[22] ending,poverty
[22] poverty,martinravallion
[22] martinravallion,really
[22] really,great
[22] great,web

Top Word Pairs in Tweet in G5:
[9] #globaldev,links
[8] earlier,today
[8] today,shared
[8] shared,screenshot
[8] screenshot,re
[8] re,entire
[8] entire,thread
[8] thread,unbelievable
[8] unbelievable,insane
[8] insane,story

Top Word Pairs in Tweet in G6:
[15] small,growing
[13] #globaldev,#emergingmarkets
[12] wdi_michigan,aspenande
[12] aspenande,#entrepreneurship
[11] chrisprottas,thewatertrust
[9] nextbillion's,#coronavirus
[9] growing,businesses
[7] #socialenterprise,#globaldev
[7] #coronavirus,resource
[7] estimated,rural

Top Word Pairs in Tweet in G7:
[20] #humanrights,#globaldev
[8] sept,30
[7] international,career
[7] career,diplomacy
[7] diplomacy,#humanrights
[7] #globaldev,#cve
[7] #cve,#sustainability
[7] #sustainability,#innovation
[7] #innovation,#globalbiz
[6] data,collection

Top Word Pairs in Tweet in G8:
[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 G9:
[7] #globaldev,#communications
[7] #communications,survived
[7] survived,#lockdown
[7] #lockdown,check
[7] check,overcoming
[7] overcoming,#covid19
[7] #covid19,travel
[7] travel,restrictions
[7] restrictions,keep
[7] #disruptdev,#shiftthepower

Top Word Pairs in Tweet in G10:
[31] anyone,serious
[31] serious,interest
[31] interest,content
[31] content,currently
[31] currently,sign
[31] sign,free
[31] free,print
[31] print,subscription
[24] #development,#globaldev
[24] #globaldev,#sdgs

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

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

Top Mentioned in G2:
@ids_uk
@ukcdr
@phat_controller
@gquaggiotto
@bgigler
@uksciencechief
@mleach_ids
@opendevthai
@jorgkuhnel
@lidc_uk

Top Mentioned in G3:
@devex
@kpmg
@wef
@un
@finca
@asteiner
@undp
@mfitz_globaldev
@deloitte
@billthomas_kpmg

Top Mentioned in G4:
@dadakim
@danbanik
@globaldevpod
@tonysangle
@unuwider
@martinravallion
@kunalsen5
@kopalo
@oslosdg
@andypsu

Top Mentioned in G5:
@aidnography
@j_schoeneberg
@rethinkingdevp
@thinkconvivial
@leigh__mathews
@kennedyodede
@marieeberry
@tubaagartan
@aidsoulsearch
@sankuchy

Top Mentioned in G6:
@nextbillion
@aspenande
@chrisprottas
@wdi_michigan
@thewatertrust
@theseepnetwork
@c
@fightpoverty
@worldbank

Top Mentioned in G7:
@apsiainfo
@sidwashington
@usaid_digital
@phibetakappa
@aps
@unswarts
@hebajournalist
@humentum_org
@interactionorg
@daiglobal

Top Mentioned in G8:
@ahakramlodhi
@claudia_sahm
@candevstudies
@cgdev
@iaffe
@hetecon
@rethinkecon
@foodgovernance
@trentuniversity
@liamswiss

Top Mentioned in G9:
@act4integrity
@fcdogovuk
@willrworley
@niszka
@devex
@dominicraab
@ukinchina
@cwilson_fcdo
@petevowles
@jameslpwc

Top Mentioned in G10:
@forumdc
@j_schoeneberg

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

Top Tweeters in G1:
@dawnroseturner
@texasinafrica
@socentlive
@eco1start
@m0nsterava33
@k_ophelia
@everjoicewin
@climategroup
@tom_wein
@denzelscott

Top Tweeters in G2:
@bot_innovation
@coolsussex
@sunil_abraham
@whitefordpeter
@fortuny
@anandstweets
@mgg_2012
@dzennypha
@tim_harrap
@sdinpraxis

Top Tweeters in G3:
@business
@wef
@justusnatuhwera
@harvardbiz
@trf_stories
@prosyn
@botnowa
@un
@drey_dray_
@undp

Top Tweeters in G4:
@dannywijnhoud
@sehoujou
@iamaniku
@amizere
@agrobiodiverse
@peterhenry9
@tonysangle
@laurentfranckx
@adamposen
@dadakim

Top Tweeters in G5:
@jmmuriu
@anneodmatthews
@colinegreen
@gpereze
@rishie_
@admire2mare
@sumingkhoo
@naomi_fowler
@zekuzelalem
@jordanjaunt

Top Tweeters in G6:
@reuters
@diddymcc
@3blmedia
@orfonline
@nextbillion
@worldbank
@ecobusinesscom
@merchantmediaco
@care
@ventureburn

Top Tweeters in G7:
@bot_africana
@newhumanitarian
@excellencia_ltd
@phibetakappa
@qanda
@kristofdecoste1
@interstandards
@daiglobal
@dclytus
@apsiainfo

Top Tweeters in G8:
@social_seer
@price_laborecon
@moorehn
@ahakramlodhi
@joselviveropol
@claudia_sahm
@cgdev
@fadhelkaboub
@sebavielmas
@benparker140

Top Tweeters in G9:
@thisweekinnepal
@fcdogovuk
@andy_woodfield
@kate_englefield
@pwc_uk
@ojmwandemele
@nicolegoldin
@hamarquette
@tainitiative
@catherinecheney

Top Tweeters in G10:
@adunlea
@reynald93063819
@theehigbai
@javisuah
@obi21062573
@deepakk22087488
@dendrola_gue
@eankitpandey
@forumdc
@henningmelber


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