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ICTD OR ICT4D_2019-05-15_05-21-15.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 15, 2019
Short Description:
ICTD OR ICT4D via NodeXL http://bit.ly/2VEucGD
@ict4dconference
@nihrresearch
@ekakooza
@nihrtakepart
@kiwanja
@dial_community
@becky_faith
@ictdtax
@phat_controller
@pari_zef

Top hashtags:
#ict4d
#ict4d2019
#bepartofresearch
#internationalclinicaltrialsday
#ictd

Description:
Description
The graph represents a network of 2,024 Twitter users whose tweets in the requested range contained "ICTD OR ICT4D", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 15 May 2019 at 12:21 UTC.

The requested start date was Monday, 13 May 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 17-hour, 40-minute period from Monday, 29 April 2019 at 04:30 UTC to Sunday, 12 May 2019 at 22:11 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 : 2024
Unique Edges : 3261
Edges With Duplicates : 1665
Total Edges : 4926
Number of Edge Types : 3
Mentions : 4398
Tweet : 465
Replies to : 63
Self-Loops : 465
Reciprocated Vertex Pair Ratio : 0.0784313725490196
Reciprocated Edge Ratio : 0.145454545454545
Connected Components : 167
Single-Vertex Connected Components : 81
Maximum Vertices in a Connected Component : 1521
Maximum Edges in a Connected Component : 4148
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.882779
Graph Density : 0.000873111392894754
Modularity : 0.556604
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[22] https://www.geospatialworld.net/blogs/geospatial-the-4th-most-prominent-technology/
[16] https://www.nihr.ac.uk/news-and-events/support-our-campaigns/be-part-of-research-2019
[13] https://researchforevidence.fhi360.org/a-map-of-the-evidence-base-for-ict4d-interventions-shows-what-we-dont-know
[10] https://www.nihr.ac.uk/news/nihrs-be-part-of-research-campaign-begins/11207
[8] https://www.geospatialworld.net/news/the-11th-ict4d-conference-closes-with-ugandas-ict-minister-calling-to-reduce/
[8] https://researchforevidence.fhi360.org/whats-in-a-cell-how-to-read-an-evidence-map-with-a-digital-identity-example
[8] https://dai-global-developments.com/articles/partnering-for-social-good-whats-in-it-for-all-of-us
[7] https://www.asce-ictd.org/
[7] https://www.ictworks.org/ict4d-solution-technology-catalog/
[6] https://research4agrinnovation.org/publication/farmer_innovation_contests/?src=18&t=&cntry=

Top URLs in Tweet in G1:
[7] https://www.ictworks.org/ict4d-solution-technology-catalog/
[5] https://www.ictworks.org/digital-principles-evaluate-ict4d-solutions/
[3] https://www.ictworks.org/principles-donors-digital-health/
[3] https://www.ictworks.org/ict4d-solution-technology-catalog/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.ictworks.org/the-digital-development-glossary-your-key-to-ict4d-buzzwords/
[3] https://mailchi.mp/technologysalon/washingtondc-salon-2466529
[3] https://www.ictworks.org/educational-technology-projects/
[3] https://twitter.com/danbru8/status/1121045111733927936
[3] https://digitalimpactalliance.org/embracing-new-approaches-to-our-work-when-projects-fail-what-weve-learned-about-financial-modelling-for-ict4d/
[3] https://www.developmentpathways.co.uk/blog/respecting-right-privacy-advance-social-protection/

Top URLs in Tweet in G2:
[16] https://www.nihr.ac.uk/news-and-events/support-our-campaigns/be-part-of-research-2019
[9] https://www.nihr.ac.uk/news/nihrs-be-part-of-research-campaign-begins/11207
[5] https://www.youtube.com/watch?feature=youtu.be&v=ic3m4cvRuPE
[5] https://www.nihr.ac.uk/news/bepartofresearch-perrys-story/11206
[3] http://www.nihr.ac.uk/bepartofresearch
[2] https://www.nihr.ac.uk/news-and-events/support-our-campaigns/be-part-of-research-2019/be-part-of-research-pledge.htm
[2] https://twitter.com/woowooingham/status/1126474373584572421
[1] https://twitter.com/elleysowerby/status/1123637209754624000
[1] https://twitter.com/NIHRtakepart/status/1125067885985116160
[1] https://www.nihr.ac.uk/bepartofresearch

Top URLs in Tweet in G3:
[5] https://www.nature.com/articles/d41586-019-01314-3
[4] https://www.meetup.com/London-ICT4D/events/261265640/
[2] https://www.ids.ac.uk/?p=41481
[2] https://www.ictworks.org/artificial-intelligence-project/#.XMlwtYvPmbg.twitter
[2] https://news.itu.int/dzfht
[2] https://2019ifipwg94.net/
[1] https://lindaraftree.com/2019/04/29/humanitarian-blockchain-are-we-there-yet/amp/?__twitter_impression=true
[1] https://www.thenation.com/article/surveillance-prison-race-technology/
[1] https://twitter.com/gquaggiotto/status/1124954861303259136
[1] https://twitter.com/UNCTADinnovate/status/1126106069355454465

Top URLs in Tweet in G4:
[4] https://www.yoti.com/blog/announcing-our-new-fellowship-programme/
[4] https://www.yoti.com/downloads/docs/Yoti_Social_Impact_Strategy.pdf
[3] http://www.kiwanja.net/blog/2015/05/the-tweet-recycle-repeat-of-ict4d/
[2] https://twitter.com/palapoorv/status/1123474422697005057
[2] https://ictlogy.net/bibliography/reports/projects.php?idp=3825
[1] http://www.donorscharter.org
[1] https://twitter.com/USAID_Digital/status/1123472132464357376
[1] http://www.techinafrica.com/yoti-launches-a-new-fellowship-program-in-the-digital-identity-sector/
[1] https://thisisamos.com/2019/05/10/5-thoughts-from-the-2019-ict4d-conference/
[1] https://thisisamos.com/2019/05/05/assume-bias-not-objectivity/

Top URLs in Tweet in G5:
[6] https://www.ictd.ac/news/ictd-recruiting-research-officer-uganda/
[4] https://www.ictd.ac/project/tobacco-tax-reform-west-africa/
[2] https://www.ictd.ac/news/call-for-proposals-gender-and-tax-in-africa/
[2] https://www.ictd.ac/news/call-for-proposals-international-taxation-development/
[1] https://www.ictd.ac/publication/local-government-property-tax-administration-collaboration-central-government-case-studies-kiambu-laikipia-machakos-counties-kenya/
[1] https://www.ictd.ac/theme/informal-tax/
[1] https://www.ictd.ac/news/ictd-welcomes-martin-hearson/
[1] https://www.ictd.ac/publication/expensive-be-female-trader-taxation-flea-market-traders-zimbabwe/
[1] https://www.ictd.ac/news/call-for-proposals-international-taxation-development/?utm_source=News+from+ICTD&utm_campaign=f0b377f77e-EMAIL_CAMPAIGN_2019_04_24_09_59&utm_medium=email&utm_term=0_efab336d40-f0b377f77e-336830885
[1] https://mailchi.mp/ictd/internationaltax?e=aa54ccb62a

Top URLs in Tweet in G6:
[7] https://www.geospatialworld.net/news/the-11th-ict4d-conference-closes-with-ugandas-ict-minister-calling-to-reduce/
[4] https://kmaupdates.com/uganda-to-host-ict4d/
[2] https://twitter.com/kiwanja/status/1123839831136718850
[2] https://www.slideshare.net/SourceTrace/sourcetrace-systems-farmer-centric-solutionnew
[2] https://ict4d.jp/2019/05/08/%E5%A3%B2%E3%82%8C%E3%81%AA%E3%81%84%E3%82%A2%E3%82%A4%E3%83%89%E3%83%AB%E3%81%8C%E3%83%96%E3%83%AC%E3%82%A4%E3%82%AF%E3%81%97%E3%81%A6%E3%81%84%E3%82%8B%E6%84%9F%E3%81%98%E3%81%A7%E5%AF%82%E3%81%97/
[2] https://www.worldwidenetjobs.com/newyork/internship-research-and-analysis-business-relationships-management-ictd-new-york/
[2] https://www.worldwidenetjobs.com/newyork/ict-specialist-messaging-and-collaboration-p-3-ictd-new-york-15572/
[1] https://www.fastcompany.com/90336381/the-new-digital-divide-is-between-people-who-opt-out-of-algorithms-and-people-who-dont
[1] https://www.counterpart.org/rfq-innovation-data-capture-consultant/
[1] https://lnkd.in/e3Xt8js

Top URLs in Tweet in G7:
[2] http://www.salesforce.org
[1] https://www.rti.org/event/ict4d-conference-2019?utm_campaign=News&utm_content=1556740027&utm_medium=social&utm_source=twitter
[1] https://www.ict4dconference.org/program/conference-program-for-2019/
[1] https://www.rti.org/event/ict4d-conference-2019?utm_campaign=News&utm_content=1556559043&utm_medium=social&utm_source=twitter
[1] https://www.youtube.com/watch?v=-b4f6oyzFr4

[1] https://www.rti.org/impact/coconut-surveillance?utm_campaign=News&utm_content=1556633502&utm_medium=social&utm_source=twitter
[1] https://www.rti.org/impact/tanzania-vector-control-scale-project-tvcsp?utm_campaign=News&utm_content=1556570150&utm_medium=social&utm_source=twitter
[1] https://villageenterprise.bamboohr.com/jobs/view.php?id=28
[1] https://twitter.com/kvlly/status/1126664106193424384
[1] https://ict4dconference2019.pathable.com/meetings/973433

Top URLs in Tweet in G8:
[20] https://www.geospatialworld.net/blogs/geospatial-the-4th-most-prominent-technology/
[3] https://a2i.gov.bd/event/a2i-will-be-organizing-event-on-girls-in-ict/
[1] https://lnkd.in/dUNMhJ6
[1] https://tiny.cc/xuk55y
[1] https://twitter.com/geoworldmedia/status/1123829832180273152
[1] https://twitter.com/MsKiden/status/1123227162885025798
[1] https://twitter.com/GhanaRevenue/status/1122770312528056326
[1] https://www.aljazeera.com/indepth/opinion/kenyan-citizen-private-data-safe-190221150702238.html
[1] https://twitter.com/ICT4DConference/status/1123616132022374401

Top URLs in Tweet in G9:
[6] https://research4agrinnovation.org/publication/farmer_innovation_contests/?src=18&t=&cntry=
[2] http://ensia.com/articles/mobil
[2] https://vimeo.com/326107343
[1] https://research4agrinnovation.org/wp-content/uploads/2018/07/ZEF_Policy_Brief_No-11_final.pdf
[1] https://www.thehindu.com/news/national/karnataka/varuna-mitra-boosted-farm-income-says-isec-study/article27005402.ece

Top URLs in Tweet in G10:
[2] https://ticsalutsocial.cat/en/actualitat/2019-international-congress-on-integrated-care/
[1] https://twitter.com/jcomunicacios/status/1123239946100334592

Top Domains
Top Domains in Tweet in Entire Graph:
[146] twitter.com
[83] ictworks.org
[42] ac.uk
[32] geospatialworld.net
[23] ictd.ac
[21] fhi360.org
[18] ict4dconference.org
[15] ict4d.jp
[14] dai-global-digital.com
[12] computeraid.org

Top Domains in Tweet in G1:
[70] ictworks.org
[53] twitter.com
[8] ict4dconference.org
[6] digitalimpactalliance.org
[5] showbizuganda.com
[4] pathable.com
[4] crs.org
[4] dai-global-digital.com
[4] energypedia-consult.com
[3] eventbrite.com

Top Domains in Tweet in G2:
[37] ac.uk
[5] youtube.com
[5] twitter.com
[2] co.uk
[1] twibbon.com

Top Domains in Tweet in G3:
[18] twitter.com
[8] ictworks.org
[5] meetup.com
[5] nature.com
[3] ac.uk
[3] itu.int
[2] gsma.com
[2] 2019ifipwg94.net
[1] lindaraftree.com
[1] thenation.com

Top Domains in Tweet in G4:
[8] yoti.com
[6] twitter.com
[3] kiwanja.net
[3] thisisamos.com
[2] ictlogy.net
[1] donorscharter.org
[1] techinafrica.com
[1] ict4dconference.org
[1] salesforce.org

Top Domains in Tweet in G5:
[22] ictd.ac
[1] mailchi.mp
[1] securelivelihoods.org
[1] ferdi.fr

Top Domains in Tweet in G6:
[8] geospatialworld.net
[7] twitter.com
[7] ict4d.jp
[4] kmaupdates.com
[4] lnkd.in
[4] worldwidenetjobs.com
[2] wordpress.com
[2] slideshare.net
[2] ictworks.org
[2] geekyreality.com

Top Domains in Tweet in G7:
[4] rti.org
[3] twitter.com
[3] salesforce.org
[2] ict4dconference.org
[2] taroworks.org
[1] youtube.com
[1] bamboohr.com
[1] pathable.com
[1] ideglobal.org

Top Domains in Tweet in G8:
[20] geospatialworld.net
[4] twitter.com
[3] gov.bd
[1] lnkd.in
[1] tiny.cc
[1] aljazeera.com

Top Domains in Tweet in G9:
[7] research4agrinnovation.org
[2] ensia.com
[2] vimeo.com
[1] thehindu.com

Top Domains in Tweet in G10:
[2] ticsalutsocial.cat
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1090] ict4d
[508] ict4d2019
[227] bepartofresearch
[132] internationalclinicaltrialsday
[99] ictd
[91] uganda
[54] research
[47] globaldev
[45] innovation
[44] ifip94



Top Hashtags in Tweet in G1:
[514] ict4d
[354] ict4d2019
[43] uganda
[35] digitalprinciples
[29] globaldev
[29] ict4dconference
[22] opensource
[17] data
[16] kampala
[16] ict

Top Hashtags in Tweet in G2:
[216] bepartofresearch
[120] internationalclinicaltrialsday
[59] ictd
[24] research
[4] diabetes
[4] ctd2019
[3] twibbon
[3] crnurse
[1] crpractitioner
[1] clinicaltrials

Top Hashtags in Tweet in G3:
[96] ict4d
[41] ifip94
[20] broadband
[15] ai
[11] ict4d2019
[10] innovative
[9] london
[9] meetup
[8] data4dev
[8] m4d

Top Hashtags in Tweet in G4:
[68] ict4d
[30] ict4d2019
[11] digitalidentity
[6] ictd42019
[4] mondaymotivation
[2] fellowships
[2] digitalid
[2] digitalhealth
[2] privacy
[2] africa

Top Hashtags in Tweet in G5:
[36] uganda
[22] tax
[17] research
[12] tobacco
[6] dakar
[5] tax4dev
[3] ictd19
[3] tobaccocontrol
[3] sdgs
[3] taxes

Top Hashtags in Tweet in G6:
[48] ict4d
[23] innovation
[14] quote
[6] inspiration
[5] ict4d2019
[5] ictd
[2] boston
[2] ictday
[2] ict4dnepal
[2] digitalnepal

Top Hashtags in Tweet in G7:
[39] ict4d
[33] ict4d2019
[7] kampala
[6] ict
[5] evidence
[4] malaria
[4] integration
[3] tanzania
[3] automation
[3] data

Top Hashtags in Tweet in G8:
[35] ict4d
[26] geospatial
[22] technology
[21] development
[15] ict4d2019
[8] girlsinict
[5] southsudanese
[5] devex
[2] data
[2] ngos

Top Hashtags in Tweet in G9:
[15] funding
[8] mobile
[7] ict4d
[7] agriculture
[7] farmers
[6] digital
[6] ict4ag
[6] ict4d2019
[6] innovations
[4] ict

Top Hashtags in Tweet in G10:
[9] eicomsalut19
[2] salut
[2] icic19
[2] takehome
[1] eapcapellades
[1] health
[1] digitalhealth
[1] ehealth
[1] econsulta
[1] salutdigital

Top Words
Top Words in Tweet in Entire Graph:
[2220] Words in Sentiment List#1: Positive
[414] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[62260] Non-categorized Words
[64894] Total Words
[1089] #ict4d
[506] #ict4d2019
[392] research
[367] digital
[351] patients

Top Words in Tweet in G1:
[509] #ict4d
[352] #ict4d2019
[255] ict4dconference
[151] digital
[148] ict4d
[110] dial_community
[104] conference
[86] development
[86] â
[68] more

Top Words in Tweet in G2:
[348] patients
[311] public
[303] carers
[270] research
[252] nihrtakepart
[216] #bepartofresearch
[167] nihrresearch
[163] campaign
[148] involved
[141] urging

Top Words in Tweet in G3:
[96] #ict4d
[41] #ifip94
[26] phat_controller
[24] use
[24] new
[23] digital
[20] #broadband
[18] developing
[18] platforms
[18] access

Top Words in Tweet in G4:
[78] kiwanja
[68] #ict4d
[52] more
[49] conference
[43] things
[43] stop
[42] 1
[41] working
[41] silos
[41] 2

Top Words in Tweet in G5:
[79] research
[68] ictdtax
[64] work
[40] officer
[36] #uganda
[32] project
[24] recruiting
[22] #tax
[20] job
[20] opportunity

Top Words in Tweet in G6:
[50] à
[48] #ict4d
[34] ict4d
[23] #innovation
[15] conference
[15] ict
[15] humanidata
[14] #quote
[12] new
[11] world

Top Words in Tweet in G7:
[39] #ict4d
[33] #ict4d2019
[18] ict4d
[17] conference
[17] â
[15] salesforceorg
[14] ict
[13] rti_intl_dev
[13] app
[13] data

Top Words in Tweet in G8:
[32] #ict4d
[32] meghadatta17
[26] #geospatial
[25] 4th
[22] #technology
[22] 5
[21] impact
[21] #development
[21] years
[20] prominent

Top Words in Tweet in G9:
[34] afgoesdigital
[22] pari_zef
[15] due
[15] diligence
[15] counts
[15] members
[15] always
[15] recognise
[15] promote
[15] sources

Top Words in Tweet in G10:
[32] ticsalut
[25] fundació
[23] jcomunicacios
[22] amb
[21] digital
[20] jss_ictd
[20] transformació
[18] jornada
[17] presenta
[16] explica

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[304] patients,carers
[178] carers,public
[164] #bepartofresearch,campaign
[122] ict4d,conference
[120] campaign,urging
[117] health,care
[111] care,research
[107] new,#bepartofresearch
[105] launched,new
[104] #ict4d,conference

Top Word Pairs in Tweet in G1:
[68] #ict4d2019,#ict4d
[46] ict4d,conference
[34] #ict4d,#ict4d2019
[31] looking,forward
[27] digital,development
[26] ict4dconference,#ict4d2019
[23] #ict4d,conference
[21] devex,catholicrelief
[21] catholicrelief,#ict4d
[21] #ict4d,survey

Top Word Pairs in Tweet in G2:
[303] patients,carers
[177] carers,public
[162] #bepartofresearch,campaign
[119] campaign,urging
[115] health,care
[111] care,research
[106] new,#bepartofresearch
[105] launched,new
[102] carers,members
[98] urging,patients

Top Word Pairs in Tweet in G3:
[13] range,perspectives
[10] artificial,intelligence
[10] #broadband,commission
[10] commission,advocates
[10] advocates,#innovative
[10] #innovative,partnerships
[10] partnerships,new
[10] new,business
[10] business,models
[10] models,#broadband

Top Word Pairs in Tweet in G4:
[42] #ict4d,conference
[41] things,#ict4d
[41] conference,1
[41] 1,stop
[41] stop,working
[41] working,silos
[41] silos,2
[41] 2,collaborate
[41] collaborate,more
[41] more,3

Top Word Pairs in Tweet in G5:
[24] recruiting,research
[24] research,officer
[20] job,research
[20] research,opportunity
[20] opportunity,recruiting
[20] officer,#uganda
[20] #uganda,#tax
[20] #tax,work
[20] work,come
[20] come,work

Top Word Pairs in Tweet in G6:
[38] à,à
[14] #ict4d,#quote
[13] ict4d,conference
[8] new,york
[8] ict,minister
[8] minister,appeals
[8] appeals,reduce
[8] reduce,cost
[8] cost,services
[8] services,ict4d

Top Word Pairs in Tweet in G7:
[9] open,source
[7] coconut,surveillance
[7] surveillance,open
[7] source,mobile
[7] mobile,app
[7] app,developed
[7] developed,rti_intl
[7] rti_intl,helps
[7] helps,countries
[7] countries,detect

Top Word Pairs in Tweet in G8:
[25] #geospatial,4th
[21] 5,years
[20] 4th,prominent
[20] prominent,#technology
[20] #technology,impact
[20] impact,#development
[20] #development,5
[20] years,read
[19] meghadatta17,#geospatial
[14] read,wonderfâ

Top Word Pairs in Tweet in G9:
[15] due,diligence
[15] diligence,counts
[15] counts,afgoesdigital
[15] afgoesdigital,members
[15] members,always
[15] always,recognise
[15] recognise,promote
[15] promote,sources
[15] sources,#funding
[15] #funding,technical

Top Word Pairs in Tweet in G10:
[25] fundació,ticsalut
[20] transformació,digital
[17] ticsalut,presenta
[15] comencem,amb
[15] amb,primera
[15] primera,sessió
[15] sessió,magistral
[15] magistral,jornada
[15] jornada,fundació
[15] presenta,'la

Top Replied-To
Top Replied-To in Entire Graph:
@kiwanja
@ncmart
@sonja_ict4d
@wayan_vota
@llwoodman
@crsnews
@ptcouncil
@brightthemag
@icyberczar
@ecrin_eric

Top Replied-To in G1:
@crsnews
@sonja_ict4d
@llwoodman
@wayan_vota
@abraar23
@kathrynmclifton
@johnderee
@franktumwebazek
@welthungerhilfe
@daveymccann

Top Replied-To in G3:
@asusarla
@caitlinhowarth
@b_ezeomah

Top Replied-To in G4:
@kiwanja
@ncmart
@tetisheri
@giuliowolfe

Top Replied-To in G5:
@ictdtax
@martinhearson
@csea_afric
@mforstater

Top Replied-To in G7:
@taroworksapp
@crs_expertise

Top Replied-To in G10:
@jss_ictd

Top Mentioned
Top Mentioned in Entire Graph:
@ict4dconference
@nihrtakepart
@nihrresearch
@kiwanja
@dial_community
@catholicrelief
@ictdtax
@melaniobar
@ict_works
@meghadatta17

Top Mentioned in G1:
@ict4dconference
@dial_community
@catholicrelief
@ncmart
@crs_expertise
@nethope_org
@matthaikin
@ict_works
@crsnews
@samotimrizzo

Top Mentioned in G2:
@nihrtakepart
@nihrresearch
@nihrcommunity
@nihrcrn_gman
@nihrcrn_tvsm
@nihrevidence
@angiepoppins57
@paulamelrose
@nwboroughsnhs
@nihr_ukcrfn

Top Mentioned in G3:
@phat_controller
@andrejcisneros
@jacorenken
@unbbcom
@cdimanchester
@globaldevinst
@infotechdev
@silviahedley
@becky_faith
@anandstweets

Top Mentioned in G4:
@kiwanja
@densaer
@ict4dconference
@crsnews
@catholicrelief
@techinafrica
@blnaveen
@taylorteas
@pmlnmedia
@simsimsiima

Top Mentioned in G5:
@ictdtax
@roel_dom
@ids_uk
@opmglobal
@mofpedu
@martinhearson
@crescontact
@tobaccoecon
@taxjusticenet

Top Mentioned in G6:
@humanidata
@nepalier
@da5idk
@devnetjobs

Top Mentioned in G7:
@salesforceorg
@rti_intl_dev
@ict4dconference
@rti_intl
@revisterling
@taylordowns2000
@taroworksapp
@amlatane
@baosystems
@village_ent

Top Mentioned in G8:
@meghadatta17
@hivecolab
@wituganda
@a2i_bd
@ictdivision
@plan_bangladesh
@sonja_ict4d
@tonigarrn
@anusuya19
@zapalak

Top Mentioned in G9:
@afgoesdigital
@pari_zef
@ensiamedia
@ctaflash
@daee_ucc
@selormakaba
@charisuas
@cgiar_data
@ictatrti
@ict_works

Top Mentioned in G10:
@ticsalut
@jcomunicacios
@jss_ictd
@martasagarra
@msannasendra
@nuriaabdon
@elisendareixach
@lostnurse
@play_benefit
@sciroccoxchange

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@nosqldigest
@mlnangalama
@safaricomplc
@chidambara09
@asher_wolf
@sabcnewsonline
@fintechna
@business
@ceoafrica

Top Tweeters in G1:
@nosqldigest
@chidambara09
@business
@ceoafrica
@santchiweb
@machinelearn_d
@nbstv
@dazmsmith
@wwahammy
@ruenomela

Top Tweeters in G2:
@stewieandmilou
@drol007
@mason4233
@proftomquinn
@mrsbosanquet
@clairew_uk
@simonrstones
@cochraneuk
@ngozi29422361
@leic_hospital

Top Tweeters in G3:
@mwirigi
@thenextweb
@venturebeat
@feathersproject
@remember_sarah
@technojeder
@fortuny
@anandstweets
@nduts09
@stephen_abbott

Top Tweeters in G4:
@asher_wolf
@mellenoweth
@tetisheri
@nordicgeo
@dannyt_ug
@tinatinde
@gbenro
@hepal
@ictlogist
@pstyd

Top Tweeters in G5:
@pcdnetwork
@buhle_matsha
@wellmanngwen
@caesq
@hmwebesa
@rishie_
@mukasiri
@dakarbot
@urauganda
@itskamala

Top Tweeters in G6:
@newyorkdailyjob
@rook0081
@katostrich
@minsongx
@llminheng
@nepalier
@taichirofujino
@__popoponta__
@yuuki_au831
@devnetjobs

Top Tweeters in G7:
@ptwino
@rogerinc
@usaidgh
@eyramadzra
@thenicebrian
@theirc
@salesforceorg
@poverty_action
@abtassociates
@svscarpino

Top Tweeters in G8:
@sectest9
@zaibatsu
@suncemore1
@un_women
@gersonbeltran
@sandichimpala
@raiqah_khan
@smartcitiesfeed
@cypher_text
@geosystemsfeed

Top Tweeters in G9:
@rodgers_kirwa
@ensiamedia
@jidkod
@europeaid
@sun_movement
@ctaflash
@ictsd
@agbejohnn
@mamopanel
@betterthan_cash

Top Tweeters in G10:
@montsegorchsm
@salutcat
@fededevries
@ticsalut
@armayones
@jordifarrecoma
@infermeria
@aquascat
@tunstallhealth
@estersarquella


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