globaldev, Twitter, 9/21/2020 6:32:07 AM, 235571


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globaldev_2020-09-20_22-53-39.xlsx
globaldev_2020-09-20_22-53-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2020
Short Description:
globaldev via NodeXL https://bit.ly/2EiloyD
@aidnography
@intldogooder
@anandstweets
@bondngo
@willrworley
@lenabheeroo
@dadakim
@devex
@ids_uk
@phat_controller

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

Description:
Description
The graph represents a network of 945 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, 21 September 2020 at 05:55 UTC.

The requested start date was Monday, 21 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, 11-hour, 28-minute period from Monday, 07 September 2020 at 03:02 UTC to Sunday, 20 September 2020 at 14:30 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 : 945
Unique Edges : 799
Edges With Duplicates : 1838
Total Edges : 2637
Number of Edge Types : 5
Retweet : 719
MentionsInRetweet : 1176
Mentions : 462
Tweet : 266
Replies to : 14
Self-Loops : 290
Reciprocated Vertex Pair Ratio : 0.057649667405765
Reciprocated Edge Ratio : 0.109014675052411
Connected Components : 64
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 758
Maximum Edges in a Connected Component : 2280
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.414548
Graph Density : 0.00160411622276029
Modularity : 0.497486
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 945 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, 21 September 2020 at 05:55 UTC.

The requested start date was Monday, 21 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, 11-hour, 28-minute period from Monday, 07 September 2020 at 03:02 UTC to Sunday, 20 September 2020 at 14:30 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:
[23] https://www.dandc.eu/en/article/anyone-serious-interest-our-content-can-currently-sign-free-print-subscription
[23] https://www.dandc.eu/en/archive
[19] https://economicsandpoverty.com/2020/09/14/a-short-history-of-the-idea-of-ending-poverty/
[9] https://www.dandc.eu/en/briefings/national-traumas-can-stand-way-development
[8] https://www.dandc.eu/en/article/due-covid-19-mid-eastern-crisis-countries-need-more-international-support-ever
[6] https://www.dandc.eu/en/article/his-new-book-germanys-federal-minister-economic-cooperation-and-development-makes-radical
[5] http://www.how-matters.org
[5] http://womenspowerbook.org/british-europ-empire-contribution-encyclopedia-book.htm#.T1-ufnkjU9Q
[5] http://www.standardizations.org/charter
[5] https://www.equaltimes.org/can-digital-blockchain-technology#.X2RlxotS82w

Top URLs in Tweet in G1:
[5] http://www.how-matters.org
[4] https://forms.office.com/Pages/ResponsePage.aspx?id=7cD_p3RdbECw8Bx0HVdVjRh5umK1UFpNu1nYHijPenhURUVXMjgwNDFKWTJJSTlNUDlSRE1MWlRPTC4u
[2] http://www.how-matters.org/2020/09/14/celebrating-10-years-of-how-matters-org/
[2] http://www.how-matters.org/2015/06/28/white-supremacy-black-liberation-global-development-racism/
[2] https://twitter.com/michalblaz/status/1302900905612906502
[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/2017/12/27/rigorous-humility-healthier-relationship-with-results/
[1] https://www.usatoday.com/story/news/world/2020/09/06/covid-19-why-senegal-outpacing-us-tackling-pandemic/5659696002/
[1] http://www.how-matters.org/2013/02/20/squishy-touchy-feely/
[1] http://www.how-matters.org/2011/04/17/got-em-an-evaluation-story/

Top URLs in Tweet in G2:
[3] https://aidnography.blogspot.com/2020/09/development-ict4d-digital-communication-academia-link-review-375.html
[3] https://aidnography.blogspot.com/2020/09/development-ict4d-digital-communication-academia-link-review-374.html
[2] https://aidnography.blogspot.com/2020/06/dfid-fco-merger-uk-curated-collection.html
[2] https://www.thenewhumanitarian.org/maps-and-graphics/2020/09/09/25-years-of-humanitarian-data
[1] https://twitter.com/devex/status/1304057042089500672
[1] https://www.devex.com/news/raab-addresses-rumors-around-aid-for-defense-0-7-commitment-as-fcdo-opens-98022
[1] https://twitter.com/devex/status/1304411873991888898
[1] https://twitter.com/leigh__mathews/status/1306772255397957633
[1] https://twitter.com/reicherstephen/status/1302278499860967425
[1] https://brill.com/view/title/57214

Top URLs in Tweet in G3:
[3] https://www.eventbrite.co.uk/e/research-enablers-for-impact-tickets-121220177815?aff=social
[2] https://www.youtube.com/watch?v=9Nhc1WMDt_A&feature=youtu.be

[1] https://jobs.ids.ac.uk/Vacancy.aspx?ref=27-2020
[1] https://jobs.ids.ac.uk/Vacancy.aspx?id=120&forced=2
[1] https://www.ids.ac.uk/news/ids-releases-its-annual-review-2020/
[1] https://mailchi.mp/0a9517e8c2ba/ukcdr-news-globaldev-funding-opportunities-3122202
[1] https://www.ukcdr.org.uk/case-study/supporting-technological-innovation-to-improve-financial-inclusion/

Top URLs in Tweet in G4:
[19] https://economicsandpoverty.com/2020/09/14/a-short-history-of-the-idea-of-ending-poverty/
[3] https://in-pursuit-of-development.simplecast.com/episodes/kim-yi-dionne
[2] https://www.theigc.org/event/the-private-sector-in-the-pandemic-from-impact-to-recovery/
[1] https://twitter.com/sanemnet/status/1301445498256015360
[1] https://www.wider.unu.edu/publication/state%E2%80%93market%E2%80%93society-alliance
[1] https://www.wider.unu.edu/publication/strengthening-sadc-trade-alternative-fuels
[1] https://www.livemint.com/news/india/the-low-skill-trap-in-india-s-informal-sector-11599621271912.html
[1] https://www.wider.unu.edu/publication/there-gender-bias-intergenerational-mobility
[1] http://globaldev.blog/blog/inclusive-businesses-practices-and-sustainable-development-kenya
[1] https://www.globaldev.blog/blog/preservation-rangeland-ecosystems-developing-economies

Top URLs in Tweet in G5:
[23] https://www.dandc.eu/en/archive
[23] https://www.dandc.eu/en/article/anyone-serious-interest-our-content-can-currently-sign-free-print-subscription
[9] https://www.dandc.eu/en/briefings/national-traumas-can-stand-way-development
[8] https://www.dandc.eu/en/article/due-covid-19-mid-eastern-crisis-countries-need-more-international-support-ever
[6] 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/despite-under-performing-governance-kenya-still-donor-darling
[4] https://www.dandc.eu/en/article/indigenous-development-concept-buen-vivir-aims-ensure-material-social-and-spiritual
[4] https://www.dandc.eu/en/article/conventional-oda-has-often-proved-counterproductive-there-are-alternative-approaches
[3] https://www.devex.com/news/shinzo-abe-s-development-legacy-for-japan-is-here-to-stay-98044
[3] https://www.nli-research.co.jp/report/detail/id=65344?site=nli

Top URLs in Tweet in G6:
[2] https://twitter.com/jrpickering/status/1305788658394386433
[1] https://www.tandfonline.com/doi/abs/10.1080/09614524.2020.1801593?cookieSet=1
[1] https://voiced.ca/project/the-world-food-system/
[1] https://twitter.com/michalblaz/status/1302900905612906502
[1] https://twitter.com/svaradarajan/status/1304741553185779713
[1] https://thewire.in/rights/delhi-police-riots-conspiracy-academics-activists
[1] http://ineteconomics.org/perspectives/blog/what-happens-when-a-noted-female-economist-fights-toxic-culture-in-the-field#disqus_thread
[1] https://www.routledge.com/Negotiating-Gender-Expertise-in-Environment-and-Development-Voices-from/Resurreccion-Elmhirst/p/book/9780815386124

Top URLs in Tweet in G7:
[2] https://openknowledge.worldbank.org/handle/10986/21631
[1] https://twitter.com/EUBlockchain/status/1305472716510818305
[1] https://www.youtube.com/watch?time_continue=2&v=MzG4K0rgqQk&feature=emb_logo
[1] https://www.researchgate.net/publication/229002533_Including_the_Excluded-Can_ICTs_empower_poor_communities_Towards_an_alternative_evaluation_framework_based_on_the_capability_approach
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DL9gQY0tIn4o&q=EgS4SO-bGLCAofsFIhkA8aeDS5dAmbMTzkIRBD1_kB0ydYUTYkF_MgFy
[1] https://twitter.com/MSF_Sea/status/1303578388989448192
[1] https://www.un.org/development/desa/pd/events/how-covid-19-changing-world-statistical-perspective-volume-ii
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DL9gQY0tIn4o&q=EgS4SO-bGK-AofsFIhkA8aeDS4t_XHq0xoSvj_aFAIG2tsuwpQ4aMgFy
[1] https://www.researchtoaction.org/2020/09/development-studies-a-student-perspective/

Top URLs in Tweet in G8:
[1] https://podio.com/webforms/23303678/1666486
[1] https://anh-academy.org/sbc-webinar-2
[1] https://www.politico.com/news/2020/09/08/usaid-shuts-down-coronavirus-task-force-409885
[1] https://lshtm.onlinesurveys.ac.uk/anh-academy-mentoring-scheme
[1] https://twitter.com/IMMANA_res/status/1300804572357840897
[1] https://vimeo.com/173817252
[1] https://ssir.org/articles/entry/how_tech_companies_can_advance_data_science_for_social_good
[1] http://webtv.un.org/
[1] https://events.bloomberglive.com/bloomberg-green-festival/home
[1] https://advisory.kpmg.us/events/podcast-homepage/advice-worth-keeping/2020/podcast-healthcare-private-networks-covid19.html?utm_source=None&utm_medium=social&mid=m-00005381&utm_campaign=c-00092614&cid=c-00092614

Top URLs in Tweet in G9:
[3] https://www.project-syndicate.org/commentary/digital-finance-sustainable-development-five-opportunities-by-maria-ramos-2-and-achim-steiner-2020-08
[3] https://ssir.org/articles/entry/unpacking_the_theory_of_change
[2] https://www.gatesnotes.com/Health/7-unsung-heroes-of-the-pandemic
[2] https://www.cgap.org/blog/yes-financial-inclusion-and-financial-stability-are-compatible-goals
[2] https://about.bnef.com/blog/solar-and-wind-reach-67-of-new-power-capacity-added-globally-in-2019-while-fossil-fuels-slide-to-25/
[2] https://www.linkedin.com/posts/nicholascmartin_nickatnoon-remotework-jobseeking-activity-6711305050234458112-L2aw
[2] https://www.developmentpathways.co.uk/news/digital-transformation-in-the-age-of-covid-19/
[2] https://www.developmentpathways.co.uk/current-opportunities/senior-systems-analyst-2/
[1] https://unstats.un.org/sdgs/report/2020/the-need-for-data-innovations-in-the-time-of-COVID-19/
[1] https://news.trust.org/item/20200825183707-b6e5f/

Top URLs in Tweet in G10:
[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/guide-investing-covid19-east-africa?utm_sq=giiq4ikgex&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbdailyposttweets
[1] https://www.prweb.com/releases/education_outcomes_fund_eof_announces_hosting_by_unicef_global_expansion_to_tackle_learning_crisis/prweb17382138.htm?utm_sq=give19bnj2&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbnewseventsjobs
[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
[1] https://nextbillion.net/coronavirus-resources-social-impact-sector-covid19/?utm_sq=gdx6zmft1p&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=coronavirusevergreenpromo
[1] https://nextbillion.net/coronavirus-resources-social-impact-sector-covid19/?utm_sq=gdx6vqx5jv&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=coronavirusevergreenpromo
[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

Top Domains
Top Domains in Tweet in Entire Graph:
[83] dandc.eu
[82] twitter.com
[32] globaldev.blog
[24] nextbillion.net
[20] meandahq.com
[19] economicsandpoverty.com
[18] nuzzel.com
[16] how-matters.org
[11] co.uk
[9] blogspot.com

Top Domains in Tweet in G1:
[16] how-matters.org
[7] twitter.com
[5] org.uk
[4] office.com
[3] medium.com
[1] usatoday.com
[1] bonappetit.com
[1] bit.ly
[1] equalityfund.ca
[1] usip.org

Top Domains in Tweet in G2:
[13] twitter.com
[9] blogspot.com
[2] theguardian.com
[2] thenewhumanitarian.org
[1] devex.com
[1] brill.com
[1] rethinkingdevelopmentpodcast.com
[1] spotify.com
[1] stitcher.com
[1] apple.com

Top Domains in Tweet in G3:
[3] ac.uk
[3] co.uk
[2] youtube.com
[1] mailchi.mp
[1] org.uk

Top Domains in Tweet in G4:
[19] economicsandpoverty.com
[4] simplecast.com
[3] unu.edu
[3] theigc.org
[2] twitter.com
[2] globaldev.blog
[1] livemint.com
[1] mwnation.com
[1] amazon.com
[1] uio.no

Top Domains in Tweet in G5:
[83] dandc.eu
[22] twitter.com
[4] go.jp
[3] devex.com
[3] co.jp
[2] ssc-globalthinkers.org
[2] thediplomat.com
[2] aiddata.org
[2] adb.org
[1] freshedpodcast.com

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

Top Domains in Tweet in G7:
[2] twitter.com
[2] google.com
[2] worldbank.org
[1] youtube.com
[1] researchgate.net
[1] un.org
[1] researchtoaction.org

Top Domains in Tweet in G8:
[3] devex.com
[3] georgetown.edu
[1] podio.com
[1] anh-academy.org
[1] politico.com
[1] ac.uk
[1] twitter.com
[1] vimeo.com
[1] ssir.org
[1] un.org

Top Domains in Tweet in G9:
[5] co.uk
[4] ssir.org
[3] project-syndicate.org
[2] gatesnotes.com
[2] cgap.org
[2] bnef.com
[2] linkedin.com
[1] un.org
[1] trust.org
[1] twitter.com

Top Domains in Tweet in G10:
[24] nextbillion.net
[2] seepannualconference.org
[2] itad.com
[1] prweb.com
[1] businessfightspoverty.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[737] globaldev
[88] covid19
[81] sdgs
[72] development
[67] internationaldevelopment
[60] globaldevelopment
[59] research
[57] sustainability
[57] dev
[52] globalhealth



Top Hashtags in Tweet in G1:
[129] globaldev
[9] philanthropy
[9] collaboration
[8] throwback
[8] aid
[8] ngos
[8] socent
[6] nonprofit
[6] feminist
[5] sdgs

Top Hashtags in Tweet in G2:
[65] globaldev
[10] research
[9] openaccess
[8] teaching
[4] development
[3] humanitarian
[3] convivialthinking
[2] disruptdev
[2] shiftthepower
[2] aid

Top Hashtags in Tweet in G3:
[13] globaldev
[6] research
[2] citizens
[2] ict4d
[2] digitalrights
[2] gender
[2] citizenship
[2] innovation
[2] covid19
[2] globaldevtrends

Top Hashtags in Tweet in G4:
[20] globaldev
[8] sdgs
[8] india
[6] genderbias
[6] workingpaper
[5] globalhealth
[3] devecon
[3] covid19
[2] effectivestates
[2] welfare

Top Hashtags in Tweet in G5:
[130] globaldev
[60] globaldevelopment
[57] internationaldevelopment
[57] dev
[53] sdgs
[51] development
[45] datascience
[43] econometrics
[41] research
[40] sustainability

Top Hashtags in Tweet in G6:
[10] globaldev
[8] economist
[4] jnu
[3] feministpoliticalecology
[2] devecon
[1] delhipolice
[1] econtwitter
[1] gender

Top Hashtags in Tweet in G7:
[11] social
[10] humandevelopment
[10] covid19
[10] world
[9] digital
[9] globaldev
[8] eu
[8] inclusion
[7] open
[7] space

Top Hashtags in Tweet in G8:
[14] globaldev
[10] globalhealth
[6] covid19
[5] unga75
[5] faithinaction
[4] multilateralismmatters2biz
[4] unga
[3] infratech
[3] sdgs
[3] buildbackbetter

Top Hashtags in Tweet in G9:
[26] globaldev
[10] covid19
[6] jobadvert
[6] poverty
[4] ict4d
[4] technology
[4] socialprotection
[4] intdev
[3] digitalfinance
[3] covid9

Top Hashtags in Tweet in G10:
[37] globaldev
[21] covid19
[15] coronavirus
[13] emergingmarkets
[12] socimp
[10] socent
[9] seep2020
[8] socialimpact
[7] socialenterprise
[7] wash

Top Words
Top Words in Tweet in Entire Graph:
[737] #globaldev
[170] development
[164] research
[159] poc
[150] working
[104] more
[86] bondngo
[82] #covid19
[78] final
[78] stages

Top Words in Tweet in G1:
[155] poc
[129] #globaldev
[124] working
[82] bondngo
[82] research
[76] final
[76] stages
[76] experiences
[48] leilabilling
[43] re

Top Words in Tweet in G2:
[65] #globaldev
[25] aidnography
[20] 000
[18] tv
[16] benparker140
[14] reliefweb
[14] excellent
[11] many
[11] using
[11] api

Top Words in Tweet in G3:
[62] development
[52] impact
[37] ids_uk
[33] hiring
[33] fellow
[32] phat_controller
[30] research
[27] globally
[27] enablers
[26] ict4d

Top Words in Tweet in G4:
[28] danbanik
[24] globaldevpod
[21] poverty
[20] #globaldev
[20] dadakim
[19] short
[19] history
[19] idea
[19] ending
[19] martinravallion

Top Words in Tweet in G5:
[130] #globaldev
[60] #globaldevelopment
[57] #internationaldevelopment
[57] #dev
[51] development
[51] #development
[46] free
[45] #datascience
[43] #econometrics
[41] #sdgs

Top Words in Tweet in G6:
[22] ahakramlodhi
[14] babetteresu
[13] condemn
[13] book
[13] gender
[13] experts
[13] change
[13] agents
[13] trouble
[13] established

Top Words in Tweet in G7:
[13] bgigler
[11] #social
[11] interesting
[10] #humandevelopment
[10] decline
[10] first
[10] time
[10] 1990
[10] insights
[10] #covid19

Top Words in Tweet in G8:
[15] devex
[14] #globaldev
[10] #globalhealth
[10] kpmg
[9] conversation
[9] biases
[8] latest
[8] happy
[8] moving
[8] forward

Top Words in Tweet in G9:
[26] #globaldev
[10] #covid19
[8] systems
[8] analyst
[8] help
[7] world
[7] more
[6] crisis
[6] financial
[6] devpathways

Top Words in Tweet in G10:
[37] #globaldev
[22] nextbillion
[15] #covid19
[15] #coronavirus
[13] #emergingmarkets
[12] news
[12] nextbillion's
[12] analysis
[12] #socimp
[12] resource

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[124] poc,working
[81] working,#globaldev
[78] bondngo,final
[78] final,stages
[78] stages,research
[78] research,experiences
[78] experiences,poc
[60] #globaldev,#globaldevelopment
[57] #globaldevelopment,#internationaldevelopment
[57] #internationaldevelopment,#dev

Top Word Pairs in Tweet in G1:
[121] poc,working
[78] working,#globaldev
[76] bondngo,final
[76] final,stages
[76] stages,research
[76] research,experiences
[76] experiences,poc
[41] #globaldev,re
[41] re,poc
[35] #globaldev,poc

Top Word Pairs in Tweet in G2:
[11] using,reliefweb
[11] reliefweb,api
[11] api,coding
[11] coding,tracked
[11] tracked,trending
[11] trending,terms
[11] terms,800
[11] 800,000
[11] 000,documents
[11] documents,grey

Top Word Pairs in Tweet in G3:
[33] fellow,ids_uk
[31] phat_controller,hiring
[26] hiring,ict4d
[26] ict4d,research
[26] research,fellow
[26] ids_uk,ids
[26] ids,ranked
[26] ranked,globally
[26] globally,development
[26] development,studies

Top Word Pairs in Tweet in G4:
[19] short,history
[19] history,idea
[19] idea,ending
[19] ending,poverty
[19] poverty,martinravallion
[19] martinravallion,really
[19] really,great
[19] great,web
[18] tonysangle,short
[18] web,sit

Top Word Pairs in Tweet in G5:
[60] #globaldev,#globaldevelopment
[57] #globaldevelopment,#internationaldevelopment
[57] #internationaldevelopment,#dev
[43] #datascience,#econometrics
[41] #econometrics,#research
[33] #development,#globaldev
[25] #globaldev,#sdgs
[23] free,september
[23] september,paper
[23] paper,meanings

Top Word Pairs in Tweet in G6:
[13] book,gender
[13] gender,experts
[13] experts,change
[13] change,agents
[13] agents,trouble
[13] trouble,established
[13] established,ways
[13] ways,doing
[13] doing,thinking
[13] thinking,environment

Top Word Pairs in Tweet in G7:
[10] #humandevelopment,decline
[10] decline,first
[10] first,time
[10] time,1990
[10] 1990,interesting
[10] interesting,insights
[10] insights,#covid19
[10] #covid19,changing
[10] changing,#world
[9] st_klingebiel,#humandevelopment

Top Word Pairs in Tweet in G8:
[8] latest,devex
[8] devex,biases
[8] biases,#globalhealth
[8] #globalhealth,happy
[8] happy,conversation
[8] conversation,moving
[8] moving,forward
[8] forward,feel
[8] feel,started
[7] flaviehalais,latest

Top Word Pairs in Tweet in G9:
[8] systems,analyst
[6] #jobadvert,experienced
[6] experienced,systems
[6] analyst,use
[6] use,skills
[6] help,reduce
[6] reduce,#poverty
[4] devpathways,#jobadvert
[4] skills,#intdev
[4] #intdev,help

Top Word Pairs in Tweet in G10:
[10] chrisprottas,thewatertrust
[9] nextbillion's,#coronavirus
[7] #coronavirus,resource
[6] #socent,#socimp
[6] #covid19's,impact
[6] #socialenterprise,#globaldev
[6] news,analysis
[6] virtual,events
[6] #emergingmarkets,business
[6] sustainable,water

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

Top Mentioned in G1:
@bondngo
@leilabilling
@charitysowhite
@lightsolar
@intldogooder
@lenabheeroo
@_beamorg
@eyalablog
@maryannmhina
@amref_uk

Top Mentioned in G2:
@aidnography
@benparker140
@reliefweb
@j_schoeneberg
@thinkconvivial
@willrworley
@kennedyodede
@raj_devex
@fcdogovuk
@dominicraab

Top Mentioned in G3:
@ids_uk
@phat_controller
@ukcdr
@becky_faith
@pedropm_ids
@khernandez225
@phat_c
@mleach_ids
@uksciencechief
@bgigler

Top Mentioned in G4:
@danbanik
@globaldevpod
@dadakim
@martinravallion
@tonysangle
@unuwider
@kunalsen5
@amazonmusic
@eugeniederose
@oslosdg

Top Mentioned in G5:
@forumdc
@kitakazethomas
@lacentralec
@albertoacostae
@bmz_bund
@cpi_foundation
@adb_hq
@intldogooder
@foodnutsecurity
@eric_reading

Top Mentioned in G6:
@ahakramlodhi
@babetteresu
@iaffe
@hetecon
@rethinkecon
@claudia_sahm
@jennclapp
@trentuniversity
@jayati1609
@queensudevs

Top Mentioned in G7:
@bgigler
@st_klingebiel
@refugees
@undp
@uniofbath
@eublockchain
@pzilgalvis
@startupeu
@hdrundp
@unctad

Top Mentioned in G8:
@devex
@kpmg
@flaviehalais
@frigentilaura
@guberkleycenter
@un
@uscib
@worldfaiths
@immana_res
@jennyleiravelo

Top Mentioned in G9:
@devpathways
@ssireview
@cgap
@asteiner
@prosyn
@finca
@billgates
@whartonsocial
@bloombergnef
@oecd

Top Mentioned in G10:
@nextbillion
@chrisprottas
@thewatertrust
@theseepnetwork
@worldbank
@dailynewsegypt
@c
@intellecaptweet
@vikventures

Top Tweeters
Top Tweeters in Entire Graph:
@aaroncuddeback
@business
@economictimes
@livemint
@dataaugmented
@diddymcc
@dazza70smith
@togovern
@ft
@forbes

Top Tweeters in G1:
@texasinafrica
@socentlive
@m0nsterava33
@k_ophelia
@everjoicewin
@tom_wein
@denzelscott
@kojoabroba
@usip
@constancef

Top Tweeters in G2:
@nordicgeo
@jmmuriu
@guahuc
@newhumanitarian
@harunmaruf
@luxmagore
@sarahchampionmp
@gpereze
@fcdogovuk
@gracelabby

Top Tweeters in G3:
@whitefordpeter
@anandstweets
@sdinpraxis
@onlinereaders1
@emrys_s
@ids_uk
@phat_controller
@eadi
@ursulafarends
@fcdoresearch

Top Tweeters in G4:
@livemint
@iamaniku
@agrobiodiverse
@tonysangle
@adamposen
@dadakim
@stevesharra
@vonyango_
@theeclecticseer
@mpho3_united

Top Tweeters in G5:
@dataaugmented
@carolinabarrabi
@carmenbastard14
@nvsdata
@thenroteaux
@reynald93063819
@major_dynamic9
@theehigbai
@sdgsbot
@obi21062573

Top Tweeters in G6:
@dannywijnhoud
@social_seer
@price_laborecon
@moorehn
@ahakramlodhi
@claudia_sahm
@trentuniversity
@seiresearch
@toveratm
@econotw

Top Tweeters in G7:
@sunil_abraham
@refugees
@undp
@mgg_2012
@uniofbath
@startupeu
@unctad
@svoice2030
@unescap
@geocensos

Top Tweeters in G8:
@business
@akhetaton11
@un
@devex
@usaid
@lucaborger
@kpmg
@mercycorps
@joyagnost
@pathtweets

Top Tweeters in G9:
@charityjob
@trf_stories
@prosyn
@hydem1976
@guardianjobs
@charitycomms
@constructivedge
@oecd
@oecddev
@bloombergnef

Top Tweeters in G10:
@economictimes
@diddymcc
@dailynewsegypt
@nextbillion
@worldbank
@coronabot20
@ventureburn
@prweb
@fightpoverty
@stanfordmed


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