globaldev, Twitter, 12/12/2022 10:46:37 AM, 286082


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globaldev_2022-12-11_23-15-00.xlsx
globaldev_2022-12-11_23-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 12, 2022
Short Description:
globaldev via NodeXL https://bit.ly/3iXtSiV
@aidnography
@devex
@willrworley
@themrise
@dhnnjyn
@danbanik
@globaldev_isa
@worldbank
@ulrikamodeer
@jacksnip__

Top hashtags:
#globaldev
#cashtransfers
#globaldevelopment
#internationaldevelopment
#dev
#globalhealth

Description:
Description
The graph represents a network of 405 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, 12 December 2022 at 07:16 UTC.

The requested start date was Monday, 12 December 2022 at 01:01 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, 11-hour, 29-minute period from Monday, 28 November 2022 at 05:40 UTC to Friday, 09 December 2022 at 17:10 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 : 405
Unique Edges : 408
Edges With Duplicates : 549
Total Edges : 957
Number of Edge Types : 5
Mentions : 288
Retweet : 198
MentionsInRetweet : 366
Replies to : 10
Tweet : 95
Self-Loops : 105
Reciprocated Vertex Pair Ratio : 0.0606617647058824
Reciprocated Edge Ratio : 0.114384748700173
Connected Components : 62
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 104
Maximum Edges in a Connected Component : 264
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.424411
Graph Density : 0.00352646375748686
Modularity : 0.561434
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 405 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, 12 December 2022 at 07:16 UTC.

The requested start date was Monday, 12 December 2022 at 01:01 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, 11-hour, 29-minute period from Monday, 28 November 2022 at 05:40 UTC to Friday, 09 December 2022 at 17:10 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:
[7] http://womenspowerbook.org/british-europ-empire-contribution-encyclopedia-book.htm#.T1-ufnkjU9Q
[7] https://medium.com/@undp.innovation/system-change-portfolios-for-circular-economy-from-design-to-activation-8332810fe883/
[5] https://eur01.safelinks.protection.outlook.com/?url=https://www.birmingham.ac.uk/schools/government/departments/international-development/events/2022/labours-legacy-on-international-development.aspx&data=05|01|m.anders@ucl.ac.uk|5606e693a10d48044e4d08dacbdc8af8|1faf88fea9984c5b93c9210a11d9a5c2|0|0|638046445320956314|Unknown|TWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D|3000|||&sdata=g%2BHpbcy7Oys7ciXxGy5LEDOBWs4rOW6mvFPnrDYt%2BzQ%3D&reserved=0
[4] https://workwithusaid.org:443/
[4] https://www.dandc.eu/en/archive/202212
[4] https://r4d.org/careers/
[3] https://aidnography.blogspot.com/2022/12/development-ict4d-digital-communication-academia-link-review-464.html
[3] http://ow.ly/Nl1p50LJNOU
[3] https://t.co/LzVMsjRiPK
[3] https://www.meandahq.com/mea-fall-intern-joins-headquarters-as-new-hire/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G1:
[3] https://aidnography.blogspot.com/2022/12/development-ict4d-digital-communication-academia-link-review-464.html
[2] https://aidnography.blogspot.com/2022/11/development-ict4d-digital-communication-academia-link-review-463.html
[2] https://mailchi.mp/18e90c08cfe3/aidnography-globaldev-mid-week-links-9126098
[1] https://mailchi.mp/23cd9d7a8e96/aidnography-globaldev-mid-week-links-9127046
[1] https://twitter.com/devex/status/1600052561762983937
[1] https://mailchi.mp/e9b70ba31557/aidnography-globaldev-mid-week-links-9118386?e=0b93cc2131
[1] https://mailchi.mp/bd2fa67873c7/aidnography-globaldev-mid-week-links-9127670
[1] https://twitter.com/arbiebaguios/status/1600406248331313153
[1] https://mailchi.mp/182c3521d763/aidnography-globaldev-mid-week-links-9128494

Top URLs in Tweet in G2:
[5] https://eur01.safelinks.protection.outlook.com/?url=https://www.birmingham.ac.uk/schools/government/departments/international-development/events/2022/labours-legacy-on-international-development.aspx&data=05|01|m.anders@ucl.ac.uk|5606e693a10d48044e4d08dacbdc8af8|1faf88fea9984c5b93c9210a11d9a5c2|0|0|638046445320956314|Unknown|TWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D|3000|||&sdata=g%2BHpbcy7Oys7ciXxGy5LEDOBWs4rOW6mvFPnrDYt%2BzQ%3D&reserved=0
[2] https://www.devex.com/news/opinion-it-s-not-too-late-for-sweden-and-uk-to-reclaim-aid-reputation-104558
[1] https://www.devex.com/newsletters/newswire
[1] https://devex.shorthandstories.com/devex-global-voices-2022-the-years-top-opinions/index.html
[1] https://www.devex.com/news/what-we-know-about-development-salaries-in-global-health-104326
[1] https://www.devex.com/news/the-globaldev-organizations-hiring-in-response-to-the-food-crisis-104291
[1] https://www.devex.com/news/the-globaldev-organizations-hiring-in-response-to-ukraine-crisis-102807
[1] https://twitter.com/ftopinion/status/1572723408550645761
[1] https://twitter.com/OxfamSverige/status/1597267921935695873
[1] https://jobs.smartrecruiters.com/Devex1/743999868073006-editorial-associate-events-news-partnerships-

Top URLs in Tweet in G3:
[3] https://in-pursuit-of-development.simplecast.com/episodes/ugo-gentilini
[2] https://podcasts.apple.com/no/podcast/show-me-the-money-why-cash-transfers-matter-for/id1517346182?i=1000588074600
[1] https://www.theguardian.com/global-development/2022/dec/08/malawi-medical-supplies-shortage-crisis?CMP=share_btn_tw
[1] https://podcasts.apple.com/no/podcast/the-power-of-the-chinese-state/id1517346182?i=1000589165252
[1] https://www.ids.ac.uk/about/support/scholarships/
[1] https://twitter.com/danbanik/status/1597914708937682944

Top URLs in Tweet in G4:
[7] http://womenspowerbook.org/british-europ-empire-contribution-encyclopedia-book.htm#.T1-ufnkjU9Q
[1] https://it-kharkiv.com/globaldev-group-tochky-rostu-dlya-biznesu/
[1] https://jobs.dou.ua/companies/globaldevgroup/vacancies/224351/?utm_medium=twitter&utm_campaign=twitterjobs
[1] https://twitter.com/uoyGDresearch/status/1597296386604929024
[1] https://twitter.com/ysk2115/status/1379526086418182144
[1] https://jobs.dou.ua/companies/globaldevgroup/vacancies/224440/?utm_medium=twitter&utm_campaign=twitterjobs
[1] https://www.inclusivedevpartners.com/work-with-us/
[1] https://www.linkedin.com/feed/update/urn:li:share:7003453028951314432
[1] https://twitter.com/Steve_Dorst/status/1598087157813776385
[1] https://recruiting.ultipro.com/INT1065INRE/JobBoard/86f30819-0126-446a-84bb-cf37a5e878c1/OpportunityDetail?opportunityId=853335ad-c99a-4cd5-9a6a-948a789e5301

Top URLs in Tweet in G5:
[1] https://www.thelancet.com/journals/lancet/issue/vol400no10368/PIIS0140-6736(22)X0051-2#closeFullCover
[1] https://twitter.com/willrworley/status/1600139245712072705
[1] https://twitter.com/paimadhu/status/1600562832109895681
[1] https://www.routledge.com/Reimagining-Civil-Society-Collaborations-in-Development-Starting-from-the/Wessel-Kontinen-Bawole/p/book/9781032147758

Top URLs in Tweet in G6:
[1] https://www.cgdev.org/event/championing-evidence-use-policy-impact-us-foreign-aid-and-beyond
[1] https://www.cgdev.org/blog/collaborating-space-mutual-benefit-recommendations-us-africa-leaders-summit
[1] https://open.spotify.com/episode/3DYAqmVMv3yUPFrSXiR8hu?si=6134ee0cdeed4fd6&nd=1

Top URLs in Tweet in G7:
[1] https://www.lse.ac.uk/Events/2022/12/202212061830/rights

Top URLs in Tweet in G8:
[3] http://ow.ly/Nl1p50LJNOU
[3] https://t.co/LzVMsjRiPK
[1] https://t.co/1PKRxUCxfX
[1] https://www.undp.org/publications/strong-partnerships-stronger-impact-governments-international-financial-institutions

Top URLs in Tweet in G9:
[1] https://ppr.lse.ac.uk/articles/10.31389/lseppr.67/

Top Domains
Top Domains in Tweet in Entire Graph:
[20] twitter.com
[17] globaldev.blog
[12] meandahq.com
[8] mailchi.mp
[7] ow.ly
[7] womenspowerbook.org
[7] medium.com
[6] devex.com
[6] dou.ua
[5] blogspot.com

Top Domains in Tweet in G1:
[6] mailchi.mp
[5] blogspot.com
[2] twitter.com

Top Domains in Tweet in G2:
[6] devex.com
[5] outlook.com
[2] twitter.com
[1] shorthandstories.com
[1] smartrecruiters.com

Top Domains in Tweet in G3:
[3] apple.com
[3] simplecast.com
[1] theguardian.com
[1] ac.uk
[1] twitter.com

Top Domains in Tweet in G4:
[7] twitter.com
[7] womenspowerbook.org
[6] dou.ua
[2] mailchi.mp
[1] it-kharkiv.com
[1] inclusivedevpartners.com
[1] linkedin.com
[1] ultipro.com
[1] youtube.com
[1] zoom.us

Top Domains in Tweet in G5:
[2] twitter.com
[1] thelancet.com
[1] routledge.com

Top Domains in Tweet in G6:
[2] cgdev.org
[1] spotify.com

Top Domains in Tweet in G7:
[1] ac.uk

Top Domains in Tweet in G8:
[4] t.co
[3] ow.ly
[1] undp.org

Top Domains in Tweet in G9:
[1] ac.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[240] globaldev
[20] cashtransfers
[12] globaldevelopment
[12] internationaldevelopment
[10] dev
[10] globalhealth
[9] newstudy
[7] sdgs
[7] vintage
[7] booti



Top Hashtags in Tweet in G1:
[20] globaldev
[1] humanitarian

Top Hashtags in Tweet in G2:
[15] globaldev
[7] devexpro
[2] devexevent
[1] devexglobalvoices2022
[1] funding
[1] grants
[1] unga77
[1] ukaid
[1] databydel
[1] hiring

Top Hashtags in Tweet in G3:
[27] globaldev
[20] cashtransfers
[3] givingtuesday
[1] foodsecurity
[1] malawi
[1] digitalgovernance
[1] digitalrights
[1] ict4d
[1] tech4dev
[1] idsscholarships

Top Hashtags in Tweet in G4:
[24] globaldev
[7] vintage
[7] booti
[7] empires
[2] sporet
[2] economiecirculaire
[1] globaldevgroup
[1] crowdfunding
[1] research
[1] development

Top Hashtags in Tweet in G5:
[15] globaldev
[10] globalhealth
[3] race
[3] equity
[3] foreignaffairs
[3] racism
[2] aid
[1] journalism
[1] activism

Top Hashtags in Tweet in G6:
[6] globaldev
[4] icymi
[1] usafricaleaderssummit
[1] mdb
[1] agchat

Top Hashtags in Tweet in G8:
[22] globaldev
[4] dayofbanks

Top Hashtags in Tweet in G9:
[9] newstudy
[1] globaldev
[1] ubi
[1] inequality

Top Hashtags in Tweet in G10:
[6] globaldev
[2] equityinaction
[1] eraindex

Top Words
Top Words in Tweet in Entire Graph:
[239] #globaldev
[38] more
[32] development
[26] news
[25] cash
[23] âœ
[23] undpdc
[22] undp
[22] week
[21] community

Top Words in Tweet in G1:
[20] #globaldev
[15] aidnography
[13] more
[10] links
[9] many
[7] water
[7] ai
[7] formulaic
[6] visual
[6] visit

Top Words in Tweet in G2:
[15] #globaldev
[11] register
[10] dhnnjyn
[9] devex
[7] frank
[7] kasonga
[7] #devexpro
[7] event
[7] local
[7] funding

Top Words in Tweet in G3:
[27] #globaldev
[25] cash
[20] #cashtransfers
[18] globaldevpod
[18] ugentilini
[16] danbanik
[10] programs
[10] transfers
[10] transfer
[10] week

Top Words in Tweet in G4:
[24] #globaldev
[7] british
[7] unique
[7] site
[7] #booti
[7] #vintage
[7] group
[7] #empires
[7] empire
[7] aid

Top Words in Tweet in G5:
[16] themrise
[15] #globaldev
[10] #globalhealth
[8] bawole
[8] justice
[8] 2023
[8] volume
[8] ed
[8] feb
[8] includes

Top Words in Tweet in G6:
[17] development
[10] episode
[10] acpark1
[10] agricultural
[10] approaches
[10] neoliberal
[10] irsa_ubc
[10] discuss
[10] podcast
[9] sieravercillo

Top Words in Tweet in G7:
[5] globaldev_isa
[5] meerasabaratnam
[5] clivesg
[5] decolonisinglse
[5] mjbayly
[5] lsesu
[5] mai_taha_
[5] tilley101
[5] ayca_cu
[5] cjnwonka

Top Words in Tweet in G8:
[23] undpdc
[22] #globaldev
[22] undp
[18] occasional
[18] news
[18] related
[18] invitations
[18] keep
[12] sign
[12] link

Top Words in Tweet in G9:
[9] tulanesla
[9] taxes
[9] alum
[9] universal
[9] vmartinez413
[9] poor
[9] economiauandes
[9] income
[9] postdoc
[9] egc

Top Words in Tweet in G10:
[7] executive
[6] #globaldev
[5] talking
[5] social
[5] board
[5] humentum
[5] diversification
[5] enterprise
[5] humentum_org
[5] joytamale

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] news,occasional
[18] keep,undp
[18] undp,news
[18] invitations,related
[18] related,#globaldev
[17] fiscal,space
[16] space,multiple
[16] digital,monthly
[16] multiple,crisis
[15] focuses,fiscal

Top Word Pairs in Tweet in G1:
[8] #globaldev,links
[6] reflection,slrctweet
[6] #globaldev,context
[6] interesting,showing
[6] much,more
[6] slrctweet,incredible
[6] more,masterful
[6] northern,politicians
[6] such,examples
[6] many,more

Top Word Pairs in Tweet in G2:
[7] frank,kasonga
[7] #devexpro,event
[7] effective,local
[7] local,funding
[7] funding,hear
[7] event,effective
[6] register,#devexpro
[6] sashadfisher,sparkmg
[6] hear,sashadfisher
[6] sparkmg,frank

Top Word Pairs in Tweet in G3:
[14] #cashtransfers,#globaldev
[10] cash,transfers
[10] cash,transfer
[10] transfer,programs
[9] talk,town
[9] transfers,matter
[9] programs,talk
[9] show,money
[9] money,cash
[9] town,cash

Top Word Pairs in Tweet in G4:
[7] #globaldev,unique
[7] bad,british
[7] #booti,#globaldev
[7] #empires,bad
[7] encyclopedia,site
[7] empire,aid
[7] globaldev,group
[7] #vintage,#booti
[7] british,empire
[7] unique,encyclopedia

Top Word Pairs in Tweet in G5:
[8] mgjvanwessel,tiinna
[8] 15,2023
[8] justice,bawole
[8] 2023,fantastic
[8] theres,date
[8] bawole,includes
[8] ed,mgjvanwessel
[8] fantastic,volume
[8] feb,15
[8] kontien,justice

Top Word Pairs in Tweet in G6:
[10] episode,irsa_ubc
[10] podcast,episode
[10] neoliberal,agricultural
[10] irsa_ubc,acpark1
[10] discuss,neoliberal
[10] development,approaches
[10] agricultural,development
[10] acpark1,discuss
[9] approaches,criâ
[9] sieravercillo,podcast

Top Word Pairs in Tweet in G7:
[5] decolonisinglse,lsesu
[5] tilley101,meerasabaratnam
[5] mai_taha_,ayca_cu
[5] cjnwonka,clivesg
[5] mjbayly,wendywillems_
[5] ayca_cu,mjbayly
[5] paulcinnam0n,globaldev_isa
[5] wendywillems_,cjnwonka
[4] meerasabaratnam,nawalabu_72
[4] nawalabu_72,paulcinnam0n

Top Word Pairs in Tweet in G8:
[18] undp,news
[18] news,occasional
[18] invitations,related
[18] keep,undp
[18] related,#globaldev
[12] #globaldev,undpdc
[12] sign,link
[11] developing,story
[11] story,keep
[11] pun,developing

Top Word Pairs in Tweet in G9:
[9] egc,postdoc
[9] taxes,poor
[9] tulanesla,economiauandes
[9] economiauandes,alum
[9] universal,basic
[9] #newstudy,universal
[9] income,taxes
[9] basic,income
[9] postdoc,tulanesla
[9] poor,vmartinez413

Top Word Pairs in Tweet in G10:
[5] #globaldev,social
[5] social,enterprise
[5] talking,diversification
[5] diversification,#globaldev
[5] board,talking
[5] enterprise,executive
[5] humentum,board
[5] joytamale,humentum
[4] humentum_org,joytamale
[3] executive,summi

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@undp
@undpdc
@globaldevpod
@ugentilini
@danbanik
@aidnography
@themrise
@forumdc
@devex
@irsa_ubc

Top Mentioned in G1:
@aidnography
@slrctweet
@jpapoulidis
@aanjalieroane
@may_darwich
@mukeshkapila
@knr21_cam
@e_charani
@bbhuttozardari

Top Mentioned in G2:
@dhnnjyn
@devex
@sashadfisher
@sparkmg
@oxfamsverige
@worldconn
@preetkgillmp
@kirstyjmcneill
@nicolaheaton
@oxfamgb

Top Mentioned in G3:
@globaldevpod
@ugentilini
@danbanik
@yashenghuang
@ids_uk
@annebeathe_
@norwaymfa
@sandranborch
@worldbank
@swissdevcoop

Top Mentioned in G4:
@nassimretiere

Top Mentioned in G5:
@themrise
@mgjvanwessel
@thelancet
@msf
@drmishalk
@udnore
@afifahrahshep
@misschisomo
@aidnography

Top Mentioned in G6:
@irsa_ubc
@acpark1
@sieravercillo
@cgdev
@whostp
@powerusaid
@clemencelanders
@charlesjkenny
@rosecroshier
@usaid

Top Mentioned in G7:
@tilley101
@meerasabaratnam
@paulcinnam0n
@globaldev_isa
@mai_taha_
@ayca_cu
@mjbayly
@wendywillems_
@cjnwonka
@clivesg

Top Mentioned in G8:
@undp
@undpdc
@u
@ulrikamodeer
@ebru_ertukel
@stefpettinato
@dongressettdc
@uninwashington
@worldbank
@imfnews

Top Mentioned in G9:
@vmartinez413
@tulanesla
@economiauandes
@yaleegc
@n
@noralustig
@ceqinstitute
@tulane
@lsepublicpolicy
@lseinequalities

Top Mentioned in G10:
@humentum_org
@joytamale
@gallaudetu
@bdoglobal
@stonex_official
@konterragroup
@databasicsinc
@diversitytravel
@gordiancompany
@seamless

Top Tweeters
Top Tweeters in Entire Graph:
@o_fabriciosouza
@eldokshe
@nytimes
@forbes
@bagaluesunab
@parvez1
@namdiazikiwe
@modernworldcen
@szergout
@ghanaleaksblog

Top Tweeters in G1:
@bagaluesunab
@ghanaleaksblog
@infolinity
@jfcrisp
@edpomfret
@jcravens42
@columlynch
@mukeshkapila
@kaamilahmed
@vwyeth

Top Tweeters in G2:
@snevinoj
@oxfamgb
@who
@devex
@preetkgillmp
@wfp
@craigshawsulli1
@ifrc
@imc_worldwide
@sida

Top Tweeters in G3:
@glassmanamanda
@mpho3_united
@ids_uk
@phat_controller
@fightpoverty
@mike_amanpene
@lute90
@indraoverland
@danbanik
@socialpolicyind

Top Tweeters in G4:
@modernworldcen
@nassimretiere
@front_end_jobs
@qa_vacancies
@escherzen
@ia
@php_vacancies
@java_vacancies
@sharp_vacancies
@charlieglusaka

Top Tweeters in G5:
@sumingkhoo
@darrylwavepoint
@mallampelliks
@misschisomo
@msf
@seyeabimbola
@analispolitik
@thelancet
@karuniahaganta
@udnore

Top Tweeters in G6:
@ahakramlodhi
@cgdev
@charlesjkenny
@nutritionfordev
@williamgmoseley
@sieravercillo
@ritodhi_c
@arasimanjuntakk
@michaelclassens
@dfc_program

Top Tweeters in G7:
@lsesu
@africaatlse
@kellyjobluen
@tilley101
@paulcinnam0n
@lsesociology
@clivesg
@nawalabu_72
@ayca_cu
@remypaulint

Top Tweeters in G8:
@madhavanpallan
@sdg2030
@undp
@worldbank
@ulrikamodeer
@sarahjacksonhan
@ruthmagin
@imfnews
@undpdc
@uninwashington

Top Tweeters in G9:
@n
@economiauandes
@tulane
@olgacanto
@lsepublicpolicy
@lseinequalities
@buraskornt
@tulanesla
@nicholas_rl
@yaleegc

Top Tweeters in G10:
@seamless
@stonex_official
@sylogistmission
@humentum_org
@gordiancompany
@bdoglobal
@gallaudetu
@databasicsinc
@hnakyeyune
@diversitytravel


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