globaldev, Twitter, 5/23/2022 7:34:15 AM, 276871


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globaldev_2022-05-22_23-15-00.xlsx
globaldev_2022-05-22_23-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2022
Short Description:
globaldev via NodeXL https://bit.ly/3Gd9FNC
@f_macaulay
@edwardinafrica
@nextbillion
@usaid
@brookingsinst
@cgdev
@anjumsultana
@fhi360
@wildinnovators
@salhaj

Top hashtags:
#globaldev
#bewild2022
#internationaldevelopment
#globaldevelopment
#research
#dev
#fixthebia

Description:
Description
The graph represents a network of 680 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, 23 May 2022 at 06:16 UTC.

The requested start date was Monday, 23 May 2022 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, 26-minute period from Monday, 09 May 2022 at 00:31 UTC to Sunday, 22 May 2022 at 16:57 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 : 680
Unique Edges : 569
Edges With Duplicates : 1217
Total Edges : 1786
Number of Edge Types : 5
Tweet : 236
Mentions : 433
Retweet : 453
MentionsInRetweet : 647
Replies to : 17
Self-Loops : 238
Reciprocated Vertex Pair Ratio : 0.0919952210274791
Reciprocated Edge Ratio : 0.168490153172867
Connected Components : 94
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 354
Maximum Edges in a Connected Component : 1121
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.31003
Graph Density : 0.00197955470848133
Modularity : 0.463853
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 680 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, 23 May 2022 at 06:16 UTC.

The requested start date was Monday, 23 May 2022 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, 26-minute period from Monday, 09 May 2022 at 00:31 UTC to Sunday, 22 May 2022 at 16:57 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".

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:
[47] https://www.wildleadershipforum.org/register
[8] http://womenspowerbook.org/british-europ-empire-contribution-encyclopedia-book.htm#.T1-ufnkjU9Q
[7] https://collective.healingsolidarity.org/landing?from=https%3A%2F%2Fcollective.healingsolidarity.org%2Fevents
[6] http://www.sidwconference.org/
[6] https://cooperation.ca/wp-content/uploads/2022/05/DC-Open-Letter-v202205_Final_EN.pdf
[5] http://globaldev.blog/blog/monitoring-agricultural-price-incentives-during-pandemic%E2%80%99s-first-wave
[5] https://www.wildleadershipforum.org/program
[5] http://spkl.io/6010VfyGG
[4] https://www.meandahq.com/co-worker-engagement-the-cornerstone-of-a-companys-success/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://www.meandahq.com/neither-duper-nor-dupee-be-learning-to-inclusify/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G1:
[40] https://www.wildleadershipforum.org/register
[4] https://www.meandahq.com/a-company-that-dares-to-care/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://www.meandahq.com/self-awareness-globalization-and-compassion-for-others/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://www.meandahq.com/neither-duper-nor-dupee-be-learning-to-inclusify/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://www.meandahq.com/co-worker-engagement-the-cornerstone-of-a-companys-success/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://www.devex.com/profile/edit?utm_medium=cta_button&utm_source=Marketo_CA&utm_campaign=Update-your-devex-profile&utm_content=CA-Members
[3] https://www.meandahq.com/seeing-the-unseen-geospatial-analysis-in-home-loan-financing/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://www.wildleadershipforum.org/program
[2] https://www.meandahq.com/a-creative-economy-sparks-local-economic-development/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.rti.org/event/2022-women-global-development-leadership-forum

Top URLs in Tweet in G2:
[8] http://womenspowerbook.org/british-europ-empire-contribution-encyclopedia-book.htm#.T1-ufnkjU9Q
[3] https://www.wildleadershipforum.org/register
[1] https://www.careerarc.com/job-listing/tetra-tech-jobs-ingenieur-e-senior-traitement-des-eaux-43238987?campaign_id=13391&src=102&tx=7GN652Q1UoDg9g&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://www.careerarc.com/job-listing/tetra-tech-jobs-graduate-buildingsurveyor-42290739?campaign_id=13902&src=102&tx=7GjWUUVW0r0Glw&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://twitter.com/thebafflermag/status/1522637461242982402
[1] https://www.itjobs.pt/empresa/globaldev-group?btfc=1652207401
[1] https://www.careerarc.com/job-listing/tetra-tech-jobs-intern-instrumentation-controls-42780422?campaign_id=14875&src=102&tx=GeM6bCKrkJpErg&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://www.careerarc.com/job-listing/tetra-tech-jobs-civil-cad-designer-43279020?campaign_id=10293&src=102&tx=Xy5wB8ZxoovpYQ&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://www.careerarc.com/job-listing/tetra-tech-jobs-engineering-assistant-intern-new-orleans-42089799?campaign_id=4510&src=102&tx=ag7lxPYKuxqCHQ&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://twitter.com/Beddazzu75/status/1524672632246968322

Top URLs in Tweet in G3:
[2] https://www.cgdev.org/blog/world-2050-economic-growth-climate-change-and-implications-poverty
[2] https://www.cgdev.org/event/banking-beijing-book-talk-brad-parks
[1] https://www.cgdev.org/blog/how-beat-odds-reflections-stefan-dercons-gambling-development
[1] https://www.cgdev.org/topics/global_health
[1] https://www.researchtoaction.org/2022/05/communications-officer-x2-london-school-of-hygiene-tropical-medicine-london-deadline-25-may/
[1] https://twitter.com/CGDev/status/1522282247843422209
[1] https://twitter.com/USCC_GOV/status/1522577948959813633
[1] https://foreignpolicy.com/2022/05/06/us-foreign-aid-biden-build-back-better-world-development/

Top URLs in Tweet in G4:
[1] https://nextbillion.net/climate-change-investments-save-the-world/?utm_sq=h2at36nps3&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbevergreenposts-twitter
[1] https://nextbillion.net/implementing-innovation-challenges-lessons-last-mile-distribution/?utm_sq=h2563m71wc&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbdailyposttweets
[1] https://nextbillion.net/calendar/?utm_sq=h2568zidif&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbevergreensitepromonewsletterjobsetc
[1] https://nextbillion.net/calendar/?utm_sq=h256ag7mqn&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbevergreensitepromonewsletterjobsetc
[1] https://nextbillion.net/nextbillion-2022-reader-and-guest-writer-survey/?utm_sq=h2at9tgqir&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nextbillionsurvey
[1] https://nextbillion.net/low-middle-income-internet-users-data-privacy-research-india-united-states/?utm_sq=h2asvljt1z&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbevergreenposts-twitter
[1] https://nextbillion.net/calendar/inclusive-development-a-healthy-prosperous-resilient-planet-for-all/?utm_sq=h2d785jfw9&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbnewseventsjobs
[1] https://nextbillion.net/india-women-business-correspondents-viability-financial-inclusion/?utm_sq=h22klohqmx&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbnewseventsjobs
[1] https://nextbillion.net/calendar/world-economic-forum-annual-meeting-2/?utm_sq=h23om1t4ci&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbnewseventsjobs
[1] https://nextbillion.net/overlooked-needs-india-smes-knowledge-emotional-relationship-capital-pandemic-recovery/?utm_sq=h1zdbd21hi&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbdailyposttweets

Top URLs in Tweet in G5:
[3] https://www.jonusta.com/blog/earth-day-climate-change/
[2] https://ids.us10.list-manage.com/subscribe?u=0a9969400c423b233b6c3f014&id=8ce8e3da9b
[2] https://www.jonusta.com/blog/fresh-websites/
[2] https://www.jonusta.com/blog/tips-to-win-fcdo-bids/
[2] https://www.jonusta.com/blog/tips-for-hiring-on-jonusta/
[1] https://www.ids.ac.uk/events/podcast-s04-ep4-revolutionizing-development-reflections-on-the-work-of-robert-chambers/
[1] https://bulletin.ids.ac.uk/index.php/idsbo/issue/view/248
[1] https://mailchi.mp/ids.ac.uk/latest-ids-spotlight-13-may-2022
[1] https://mailchi.mp/ids.ac.uk/latest-ids-spotlight-20-may-2022
[1] https://www.ids.ac.uk/publications/seeing-the-combined-effects-of-aid-programmes/

Top URLs in Tweet in G6:
[1] https://twitter.com/POVmagazine/status/1387790439466639361
[1] https://twitter.com/CASID_ACEDI/status/1527248264172642305

Top URLs in Tweet in G7:
[2] https://www.ghspjournal.org/content/1/2/249
[1] https://in-pursuit-of-development.simplecast.com/episodes/mushtaq-khan
[1] https://in-pursuit-of-development.simplecast.com/episodes/larry-diamond
[1] https://twitter.com/danbanik/status/1527262504845451266
[1] https://podcasts.apple.com/us/podcast/in-pursuit-of-development/id1517346182
[1] https://www.economist.com/middle-east-and-africa/2022/05/19/is-weak-governance-harming-the-african-development-bank
[1] https://podcasts.apple.com/us/podcast/dan-banik-is-in-pursuit-of-development/id1519689024?i=1000561056132
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41893-021-00842-z
[1] https://www.cogitatiopress.com/politicsandgovernance/article/view/1854

Top URLs in Tweet in G8:
[4] https://www.stcatharinesstandard.ca/opinion/contributors/2022/05/13/now-is-the-time-for-canadas-feminist-foreign-policy.html
[2] https://www.ctvnews.ca/politics/canada-prepared-to-send-ships-to-romanian-ports-to-help-export-ukraine-s-wheat-joly-1.5905549
[1] https://reliefweb.int/report/world/811-million-hungry-must-not-become-forgotten-crisis-says-plan-international
[1] https://www.aljazeera.com/news/2022/5/4/un-record-number-of-people-without-enough-to-eat-in-2021
[1] https://www.globalfundadvocatesnetwork.org/resource/open-letter-to-chancellor-scholz/
[1] https://www.theglobeandmail.com/politics/article-melanie-joly-heads-to-un-to-help-mobilize-action-on-food-crisis/
[1] https://www.brookings.edu/?p=1605185
[1] https://www.thestar.com/opinion/contributors/2022/05/16/time-for-action-as-world-faces-worst-hunger-crisis-in-decades.html
[1] https://twitter.com/nhialgdeng/status/1526288667584643074
[1] https://www.statnews.com/2022/05/09/strengthening-gavi-is-a-way-forward-for-global-vaccine-equity/

Top URLs in Tweet in G9:
[1] https://journalismassembly.com/resources/a-handbook-for-pitching-development-stories?utm_content=buffer129eb&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] https://journalismassembly.com/resources/a-handbook-for-pitching-development-stories

Top URLs in Tweet in G10:
[3] https://www.youtube.com/watch?v=1Q2ambwByi8&feature=youtu.be

[2] https://www.youtube.com/watch?v=6j8HJLezQzI&feature=youtu.be

[2] https://www.sciencedirect.com/science/article/abs/pii/S0304387822000530
[2] https://www.imf.org/en/News/Articles/2022/04/05/pr22104-new-imf-staff-paper-strategy-to-manage-the-long-term-risks-of-covid-19#.Yn4nloL64dA.twitter
[2] https://www.robeco.com/jp/insights/2020/05/factor-investing-will-the-benefit-of-having-a-small-and-mid-cap-tilt-return.html
[2] https://www.adb.org/publications/economic-impact-covid-19-related-school-closures
[2] https://paminy.com/adtech-martech-news-headline-updated-202205/
[2] https://www.brookings.edu/essay/locally-driven-development-overcoming-the-obstacles/
[1] https://www.eastasiaforum.org/2021/10/19/why-france-and-germany-wont-join-chinas-africa-quad/
[1] https://www.youtube.com/watch?v=66I4n97Ya28&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[54] wildleadershipforum.org
[41] twitter.com
[34] globaldev.blog
[26] meandahq.com
[22] careerarc.com
[22] youtube.com
[17] nextbillion.net
[11] jonusta.com
[10] healingsolidarity.org
[8] cooperation.ca

Top Domains in Tweet in G1:
[45] wildleadershipforum.org
[26] meandahq.com
[6] twitter.com
[5] devex.com
[4] ow.ly
[2] rti.org
[2] sidwconference.org
[1] facebook.com
[1] coalition-for-racial-and-ethnic-equity-in-development.org
[1] encompassworld.com

Top Domains in Tweet in G2:
[22] careerarc.com
[8] womenspowerbook.org
[7] twitter.com
[3] wildleadershipforum.org
[1] itjobs.pt
[1] substack.com
[1] fincacanada.org
[1] co.uk
[1] campaigningfoyez.com
[1] nonprofitaf.com

Top Domains in Tweet in G3:
[6] cgdev.org
[2] twitter.com
[1] researchtoaction.org
[1] foreignpolicy.com

Top Domains in Tweet in G4:
[17] nextbillion.net
[1] pactworld.org
[1] twitter.com

Top Domains in Tweet in G5:
[11] jonusta.com
[3] ac.uk
[2] mailchi.mp
[2] list-manage.com
[2] org.uk
[2] twitter.com
[1] gov.uk

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[2] simplecast.com
[2] ghspjournal.org
[2] apple.com
[1] twitter.com
[1] economist.com
[1] nature.com
[1] cogitatiopress.com

Top Domains in Tweet in G8:
[4] stcatharinesstandard.ca
[2] ctvnews.ca
[1] reliefweb.int
[1] aljazeera.com
[1] globalfundadvocatesnetwork.org
[1] theglobeandmail.com
[1] brookings.edu
[1] thestar.com
[1] twitter.com
[1] statnews.com

Top Domains in Tweet in G9:
[2] journalismassembly.com

Top Domains in Tweet in G10:
[15] youtube.com
[3] twitter.com
[3] sciencedirect.com
[2] wiley.com
[2] imf.org
[2] robeco.com
[2] adb.org
[2] paminy.com
[2] brookings.edu
[1] eastasiaforum.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[498] globaldev
[78] bewild2022
[77] internationaldevelopment
[36] globaldevelopment
[30] research
[29] dev
[27] fixthebia
[27] academictwitter
[27] isa2023
[23] freelancejournalists



Top Hashtags in Tweet in G1:
[121] globaldev
[66] bewild2022
[34] internationaldevelopment
[13] networking
[12] countdown
[10] innovation
[7] leadership
[6] sidwconference
[5] bangladesh
[5] ourteam

Top Hashtags in Tweet in G2:
[51] globaldev
[12] india
[10] va
[8] vintage
[8] booti
[8] empires
[3] bewild2022
[1] biometrics
[1] techforgood
[1] malawi

Top Hashtags in Tweet in G3:
[27] globaldev
[13] cgdtalks
[7] icymi
[6] climate
[3] foreignassistance
[2] bankingonbeijing
[2] us
[1] globalhealth
[1] jobopp
[1] china

Top Hashtags in Tweet in G4:
[18] globaldev
[6] esg
[5] emergingmarkets
[5] socialimpact
[4] socent
[4] sustainability
[4] socimp
[4] india
[3] impactinvesting
[3] lastmiledistribution

Top Hashtags in Tweet in G5:
[30] globaldev
[10] ukaid
[10] internationaldevelopment
[7] sustainability
[7] socialimpact
[6] ethiopia
[5] usaid
[4] humanrights
[3] idsbulletin
[3] indigenous

Top Hashtags in Tweet in G6:
[27] academictwitter
[27] isa2023
[4] globaldev
[1] haiti
[1] emanuellicha

Top Hashtags in Tweet in G7:
[16] globaldev
[8] democracy
[3] malawi
[2] globalhealth
[1] bangladesh
[1] aid
[1] foodsecurity
[1] tallsomteller
[1] sdg7

Top Hashtags in Tweet in G8:
[14] globaldev
[5] globalfoodcrisis
[3] globalhungercrisis
[3] stopthesetback
[2] fixthebia
[1] endhungernow
[1] humanitarian
[1] g7ger
[1] g7
[1] globalfund

Top Hashtags in Tweet in G9:
[23] freelancejournalists
[2] globaldev
[2] globalhealth

Top Hashtags in Tweet in G10:
[43] globaldev
[33] globaldevelopment
[30] internationaldevelopment
[28] dev
[22] datascience
[21] econometrics
[21] research
[16] globalgovernance
[7] globalhealth
[6] chinaasadevelopmentactor

Top Words
Top Words in Tweet in Entire Graph:
[498] #globaldev
[224] development
[157] leadership
[140] join
[133] women
[125] global
[117] 2022
[106] forum
[79] more
[78] #bewild2022

Top Words in Tweet in G1:
[130] leadership
[121] development
[121] #globaldev
[100] women
[95] forum
[91] 2022
[87] global
[81] join
[66] #bewild2022
[52] virtual

Top Words in Tweet in G2:
[51] #globaldev
[33] job
[32] project
[24] today
[23] specialist
[22] apply
[20] staffing
[17] women
[14] gender
[14] global

Top Words in Tweet in G3:
[27] #globaldev
[20] book
[14] event
[14] brad
[14] parks
[13] #cgdtalks
[13] cgdev
[12] aiddata
[12] aiddata's
[11] china's

Top Words in Tweet in G4:
[18] #globaldev
[11] nextbillion
[9] sector
[9] carorojashayes
[9] pactworld
[8] mfitz_globaldev
[7] investing
[7] pactcolombia
[6] business
[6] three

Top Words in Tweet in G5:
[30] #globaldev
[10] development
[10] ids_uk
[10] #ukaid
[10] #internationaldevelopment
[9] latest
[9] read
[9] valley
[8] strategy
[7] ethiopia

Top Words in Tweet in G6:
[28] feminist
[27] gloria_novovic
[27] hi
[27] #academictwitter
[27] interested
[27] joining
[27] #isa2023
[27] panel
[27] decolonial
[27] approaches

Top Words in Tweet in G7:
[20] danbanik
[16] #globaldev
[11] globaldevpod
[10] show
[9] delighted
[8] listen
[8] season
[8] #democracy
[8] african
[8] access

Top Words in Tweet in G8:
[18] anjumsultana
[15] crisis
[14] ceo
[14] #globaldev
[14] time
[12] plancanada
[11] action
[11] world
[11] glasscolindsay
[10] faces

Top Words in Tweet in G9:
[25] pitch
[25] development
[25] stories
[24] handbook
[23] ejcnet
[23] #freelancejournalists
[23] looking
[23] ve
[23] published
[23] download

Top Words in Tweet in G10:
[43] #globaldev
[33] #globaldevelopment
[30] #internationaldevelopment
[28] #dev
[22] #datascience
[21] #econometrics
[21] #research
[16] #globalgovernance
[12] development
[10] youtube

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[96] 2022,women
[96] women,global
[92] global,development
[91] development,leadership
[91] leadership,forum
[57] virtual,2022
[33] #globaldev,#globaldevelopment
[30] #globaldev,humanitarian
[30] humanitarian,orgs
[29] #globaldevelopment,#internationaldevelopment

Top Word Pairs in Tweet in G1:
[86] women,global
[85] 2022,women
[82] global,development
[81] development,leadership
[81] leadership,forum
[49] virtual,2022
[22] 16,19th
[21] donald,smith
[21] smith,ed
[21] leadership,development

Top Word Pairs in Tweet in G2:
[22] job,today
[20] project,staffing
[12] specialist,gender
[12] gender,women
[12] women,economic
[12] economic,empowerment
[12] empowerment,work
[12] work,multi
[12] multi,year
[12] year,usaid

Top Word Pairs in Tweet in G3:
[14] brad,parks
[12] aiddata's,brad
[12] event,book
[11] 30,years
[9] china's,#globaldev
[9] #globaldev,program
[8] economic,growth
[8] gyude_moore,#cgdtalks
[8] book,china's
[7] #icymi,aiddata's

Top Word Pairs in Tweet in G4:
[7] pactcolombia,mfitz_globaldev
[6] pactworld's,desouzarm
[6] desouzarm,argues
[6] argues,lack
[6] lack,transparency
[6] transparency,#esg
[6] #esg,investing
[6] investing,holding
[6] holding,sector
[6] sector,back

Top Word Pairs in Tweet in G5:
[6] international,development
[6] last,days
[6] days,naked
[6] naked,valley
[5] latest,issue
[4] looking,forward
[4] forward,timely
[4] timely,discussion
[4] discussion,next
[4] next,week

Top Word Pairs in Tweet in G6:
[27] hi,feminist
[27] feminist,#academictwitter
[27] #academictwitter,interested
[27] interested,joining
[27] joining,#isa2023
[27] #isa2023,panel
[27] panel,decolonial
[27] decolonial,approaches
[27] approaches,international
[26] gloria_novovic,hi

Top Word Pairs in Tweet in G7:
[7] looking,something
[7] something,weekend
[7] weekend,listen
[7] listen,one
[7] one,many
[7] many,conversations
[7] conversations,81
[7] 81,episodes
[7] episodes,counting
[7] counting,over

Top Word Pairs in Tweet in G8:
[10] time,action
[10] action,world
[10] world,faces
[10] faces,worst
[10] worst,hunger
[10] hunger,crisis
[10] crisis,decades
[10] decades,glasscolindsay
[10] glasscolindsay,ceo
[10] ceo,plancanada

Top Word Pairs in Tweet in G9:
[25] pitch,development
[25] development,stories
[23] #freelancejournalists,looking
[23] looking,pitch
[23] stories,ve
[23] ve,published
[23] published,handbook
[23] handbook,download
[22] ejcnet,#freelancejournalists
[22] download,disco

Top Word Pairs in Tweet in G10:
[33] #globaldev,#globaldevelopment
[29] #globaldevelopment,#internationaldevelopment
[28] #internationaldevelopment,#dev
[21] #datascience,#econometrics
[21] #econometrics,#research
[10] #dev,#globalgovernance
[9] #research,#globaldev
[6] #chinaasadevelopmentactor,#donorchina
[6] #donorchina,#chinaafrica
[5] #dev,#datascience

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@wildinnovators
@gloria_novovic
@meandahq
@ejcnet
@danbanik
@usaid
@anjumsultana
@svoice2030
@chemonics
@creedinaction

Top Mentioned in G1:
@wildinnovators
@meandahq
@creedinaction
@f_macaulay
@usaid
@encompass_world
@lanomnac
@roomtoread
@devex
@taconnect_ng

Top Mentioned in G3:
@aiddata
@cgdev
@gyude_moore
@samhugh3s
@gamblingondev
@scepticalranil
@lshtm
@africacdc
@unn_nigeria

Top Mentioned in G4:
@pactworld
@nextbillion
@mfitz_globaldev
@pactcolombia
@desouzarm
@carolinedanstey
@carorojashayes
@jansengerwin
@char23st
@bopinc

Top Mentioned in G5:
@ids_uk
@commonsidc
@bondngo
@fcdogovuk
@usaidafrica
@lenabheeroo
@andresgdelat
@odi_global
@concord_europe
@dhnnjyn

Top Mentioned in G6:
@gloria_novovic
@casid_acedi
@zorekenfilm
@l
@lamour_lilas
@judyannet1
@levarouhani

Top Mentioned in G7:
@danbanik
@globaldevpod
@demparadox
@mushtaqkhan100
@petersinger
@larrydiamond
@ace_soas
@annebeathe_
@noradno
@klaushubacek

Top Mentioned in G8:
@anjumsultana
@plancanada
@glasscolindsay
@bethottawa
@equalityfund
@nhialgdeng
@omollosgr
@planglobal
@planny_un
@planungeneva

Top Mentioned in G9:
@ejcnet

Top Mentioned in G10:
@youtube
@kitakazethomas
@anbrowndc
@brookingsinst
@adb_hq
@passagesproject
@nextbillion
@gmingramiv
@fhi360

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@rjber15
@jfsebastian146
@dev_discourse
@fabriciosx
@guardian
@education_24x7
@nomoreslaves
@caring_mobile
@eco1start

Top Tweeters in G1:
@nomoreslaves
@pcdnetwork
@salhaj
@tracykirabo4
@sarahbireete
@devex
@munron43
@kojoabroba
@usaid
@fhi360

Top Tweeters in G2:
@modernworldcen
@candidate7153
@thabitsenior
@itjobs_pt
@ladronpamela
@samyahmar
@lippidoshi
@caribank
@leilabilling
@fincacanada

Top Tweeters in G3:
@rjber15
@thartman2u
@glassmanamanda
@dinapomeranz
@cgdev
@warwickuni
@charlesjkenny
@gyude_moore
@alexdukalskis
@aiddata

Top Tweeters in G4:
@chidambara09
@eco1start
@wef
@nextbillion
@corradotopi
@unep
@jackiehenaob
@marcelabay
@wmo
@villagecapital

Top Tweeters in G5:
@jfsebastian146
@dev_discourse
@peyotenft
@un_women
@fcdogovuk
@ids_uk
@dfid_uk
@fp2p
@eadi
@odi_global

Top Tweeters in G6:
@lorena_ep_
@ilipitia
@yoeskenawas
@seenfromafar
@proftags
@futuredrwillis
@caredunton
@a_philos_take
@nickrsherwood
@voxcarolinae

Top Tweeters in G7:
@lucasoft_co_uk
@vonyango_
@raneeque
@ncontsi
@noradno
@danbanik
@mosesmichael2
@newyork56067343
@kath_stoner
@mcastoen

Top Tweeters in G8:
@torontostar
@statnews
@soniamcpinheiro
@anjumsultana
@idcobot
@canadadev
@planglobal
@plancanada
@devcanada
@bethottawa

Top Tweeters in G9:
@margymaclibrary
@weischoice
@ivandariasa
@portiacrowe
@efjeurope
@rscrase
@ejcnet
@simo1399
@renatemargot
@girlondon

Top Tweeters in G10:
@fabriciosx
@education_24x7
@pyscalellc
@nvsdata
@brookingsinst
@weincludedorg
@adb_hq
@youtube
@brookingsglobal
@dasfintechbot