NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

ICTD OR ICT4D_2020-06-28_21-16-50.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
June 29, 2020
Short Description:
ICTD OR ICT4D via NodeXL https://bit.ly/2Vuz1A2
@dorotheakleine
@kiwanja
@caring_mobile
@digiprinciples
@nethope_org
@itu
@ehasalud
@izzytalks
@itwatch_np
@dial_community

Top hashtags:
#ict4d
#globaldev
#covid19
#digital
#webinar
#podcast
#ehealth
#ictd2020

Description:
Description
The graph represents a network of 713 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 Monday, 29 June 2020 at 04:17 UTC.

The requested start date was Monday, 29 June 2020 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, 5-hour, 57-minute period from Monday, 15 June 2020 at 02:04 UTC to Sunday, 28 June 2020 at 08:01 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 : 713
Unique Edges : 579
Edges With Duplicates : 1283
Total Edges : 1862
Number of Edge Types : 5
Retweet : 465
MentionsInRetweet : 730
Tweet : 144
Mentions : 485
Replies to : 38
Self-Loops : 146
Reciprocated Vertex Pair Ratio : 0.0582120582120582
Reciprocated Edge Ratio : 0.110019646365422
Connected Components : 77
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 371
Maximum Edges in a Connected Component : 1084
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.324835
Graph Density : 0.00200529492412185
Modularity : 0.502051
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 713 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 Monday, 29 June 2020 at 04:17 UTC.

The requested start date was Monday, 29 June 2020 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, 5-hour, 57-minute period from Monday, 15 June 2020 at 02:04 UTC to Sunday, 28 June 2020 at 08:01 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 : ICTD OR ICT4D
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:
[17] https://solstice.world/
[9] https://www.ictd.ac/blog/how-tax-after-pandemic-covid/
[6] https://www.mdpi.com/journal/electronics/special_issues/Low_Cost_Telemedicine_Technology
[6] https://www.youtube.com/watch?v=iCoowlojSNI

[6] https://techremote.co/2020/06/12/digital-transformation-in-nonprofit-organizations-has-become-imperative/
[5] https://news.itu.int/dzfht
[5] https://technologysalon.org/?p=2126
[5] https://technologysalon.org/?p=2289
[4] https://www.ictd.ac/blog/uganda-ura-tax-covid19-winners-revenue/
[4] https://www.ictworks.org/new-usaid-guide-remote-monitoring-processes-for-covid-19-response/#.XvMLHAaIIws.twitter

Top URLs in Tweet in G1:
[7] https://www.ictd.ac/blog/how-tax-after-pandemic-covid/
[4] https://www.ictd.ac/blog/uganda-ura-tax-covid19-winners-revenue/
[2] https://www.ictd.ac/publication/taxing-high-net-worth-individuals-lessons-from-the-uganda-revenue-authoritys-experience/
[2] https://www.ictd.ac/blog/respond-covid19-african-governments-tax-rich/
[2] https://www.ictd.ac/blog/freetown-new-property-tax-system-quintuple-revenue/
[2] https://www.ictd.ac/event/mick-moore-wider-webinar-covid-19-tax-africa/
[2] https://www.ictd.ac/publication/what-can-we-learn-from-the-uganda-revenue-authoritys-approach-to-taxing-high-net-worth-individuals/
[1] https://www.ictd.ac/fr/publication/administration-de-la-taxe-fonciere-dans-les-collectivites-territoriales-et-collaboration-avec-le-gouvernement-central-etude-de-cas-au-kenya-rib/
[1] https://www.ictd.ac/fr/network/aptifr/
[1] https://twitter.com/martinhearson/status/1275718910394929153

Top URLs in Tweet in G2:
[5] https://technologysalon.org/?p=2126
[5] https://news.itu.int/dzfht
[5] https://technologysalon.org/?p=2289
[4] https://www.ictworks.org/new-usaid-guide-remote-monitoring-processes-for-covid-19-response/#.XvMLHAaIIws.twitter
[4] https://technologysalon.org/?p=2338
[4] https://technologysalon.org/?p=2446
[3] https://www.ictworks.org/covid19-digital-detect-protect-solutions/#.XvBmY1iLleQ.twitter
[2] https://twitter.com/digiprinciples/status/1273656050743480322
[2] https://digitalprinciples.org/pulse-on-the-principles/
[2] https://nextbillion.net/big-data-for-good-benefits-risks/

Top URLs in Tweet in G3:
[1] https://www.theguardian.com/global-development/2020/jun/15/the-aid-sector-must-do-more-to-tackle-its-white-supremacy-problem
[1] https://twitter.com/ThirdSectorLab/status/1273226518785818624

Top URLs in Tweet in G4:
[6] https://www.mdpi.com/journal/electronics/special_issues/Low_Cost_Telemedicine_Technology
[1] http://www.tecsalud.io/2020/06/25/innovacion-social-una-oportunidad-para-llegar-a-las-comunidades-aisladas/?lang=es
[1] http://www.tecsalud.io/2020/06/22/3-usos-del-big-data-en-la-salud-digital-que-pueden-ayudar-a-salvar-vidas/?lang=es
[1] http://www.ehas.org/ehas-apoya-una-edicion-especial-sobre-telemedicina-de-la-revista-electronics/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7243069/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7118441/
[1] https://www.devex.com/news/opinion-weak-health-systems-kill-here-s-how-we-can-stop-that-from-happening-97410
[1] https://twitter.com/UNDP_Pakistan/status/1272496721252286464
[1] https://viamo.io/covid-19-response/

Top URLs in Tweet in G5:
[2] http://siid.group.shef.ac.uk/blog/dos-and-donts-for-using-digital-tools-in-the-covid-19-response-learning-from-the-ict4d-field/
[2] https://ictd2020.org/organizers/
[1] https://twitter.com/SammiaP/status/1270317492762824704
[1] https://twitter.com/laurenrosaaa/status/1272566058671620104
[1] https://twitter.com/BBCNews/status/1275147110468521987
[1] https://www.youtube.com/watch?v=C9BX9nbSJZk&feature=youtu.be

[1] https://www.tandfonline.com/doi/full/10.1080/21665095.2020.1777180
[1] https://drive.google.com/file/d/18u6Bazq1kA348xbmwSgU58VwZj93uc2V/view
[1] http://genderedintelligence.co.uk/trusstme
[1] https://www.gofundme.com/f/ukblm-fund

Top URLs in Tweet in G6:
[4] https://solutionscenter.nethope.org/webinars/view/covid-19-health-data-management-and-exchange?utm_medium=email&utm_source=sharpspring&sslid=MzM0tLC0MLc0NzC1AAA&sseid=MzIwszA2MLYwNwEA&jobid=2a918ea8-f19b-48c2-b8fc-2bcb64073245
[3] https://www.cnbcafrica.com/videos/2020/06/25/this-initiative-seeks-to-get-every-african-school-connected-to-the-internet/
[3] https://www.agrilinks.org/post/digitally-tracking-dissemination-targeting-markets-high-iron-bean-seeds-kenya
[2] https://solutionscenter.nethope.org/webinars/view/a-tablet-that-can-take-it-testing-a-durable-device-for-field-use
[1] https://www.ictworks.org/new-usaid-guide-remote-monitoring-processes-for-covid-19-response/
[1] https://www.huffingtonpost.co.uk/entry/hancock-abandoned-test-and-traceps12m-reeves_uk_5ef21609c5b6045b1018c2a0?ncid=fcbklnkukhpmg00000001
[1] https://twitter.com/JeniT/status/1276236718056898567
[1] https://solutionscenter.nethope.org/resources/initiatives/ict4d-webinar-series
[1] https://twitter.com/USAID_Digital/status/1272874900982808578
[1] https://www.linkedin.com/groups/13512501/

Top URLs in Tweet in G7:
[1] https://www.karobardaily.com/news/information_technology/32887
[1] https://www.techpana.com/2020/23851/

Top URLs in Tweet in G8:
[3] https://wealthbankers.com/career/job/ict4d-officer-nigerian-nationals-only-at-catholic-relief-services/
[2] https://www.intelregion.com/jobs/new-jobs-at-catholic-relief-services-crs/
[1] https://jobscircularbd.com/ictd-govt-jobs-circular-june-2020/
[1] https://www.linkedin.com/slink?code=df3SvSX
[1] https://ict4d.jp/2020/01/07/google-loon/
[1] https://bulletin.swarthmore.edu/spring-2017-issue-iii-volume-cxiv/zapotec-talking-dictionary#
[1] http://ict4d.tj/2020/04/issledovanie-bezopasnyiy-internet/
[1] https://unwin.wordpress.com/2018/04/18/the-unesco-chair-in-ict4d-is-not-the-same-as-the-unesco-chair-in-ictd/
[1] https://superbiz.se.pl/wiadomosci/tyle-zaplacisz-za-pobyt-w-panstwowym-szpitalu-rachunek-od-nfz-aa-SD3A-52et-icTD.html
[1] https://twitter.com/diallo_mm/status/1148995956534403073

Top URLs in Tweet in G9:
[2] https://twitter.com/faheem_h/status/1273323016806531072
[1] https://twitter.com/devpolicy/status/1274853969614036994
[1] https://ictd2020.org/
[1] https://acmcompass.org/
[1] https://twitter.com/joyopal/status/1272571371923488768

Top URLs in Tweet in G10:
[2] https://twitter.com/silviahedley/status/1275042250448408576
[1] https://ifip94.wordpress.com/2020/06/25/mobile-digital-platforms-for-community-health-workers-and-frontline-healthcare-staff-deployment-of-covid-19-training-and-education-in-sierra-leone/
[1] https://twitter.com/carolinekhene/status/1273255299021930496
[1] https://ifip94.wordpress.com/2020/06/18/is-digital-technology-doing-enough-during-the-covid-19-outbreak-a-south-african-perspective/
[1] https://edri.org/european-commission-derails-copyright-reform-in-south-africa/
[1] https://twitter.com/evronia/status/1271521361400389636
[1] https://www.linkedin.com/slink?code=dFJD6aB

Top Domains
Top Domains in Tweet in Entire Graph:
[51] twitter.com
[38] ictd.ac
[19] solstice.world
[19] technologysalon.org
[16] ictworks.org
[11] youtube.com
[10] ict4d.jp
[9] thisisamos.com
[9] nethope.org
[7] itu.int

Top Domains in Tweet in G1:
[32] ictd.ac
[16] twitter.com
[2] unu.edu
[2] youtube.com
[1] oecd.org
[1] oe.cd
[1] mailchi.mp
[1] co.ug
[1] treaties.tax
[1] eldis.org

Top Domains in Tweet in G2:
[18] technologysalon.org
[15] ictworks.org
[9] thisisamos.com
[6] twitter.com
[5] itu.int
[3] gsma.com
[3] nextbillion.net
[3] energypedia-consult.com
[2] digitalprinciples.org
[2] digitalimpactalliance.org

Top Domains in Tweet in G3:
[1] theguardian.com
[1] twitter.com

Top Domains in Tweet in G4:
[6] mdpi.com
[2] tecsalud.io
[2] nih.gov
[1] ehas.org
[1] devex.com
[1] twitter.com
[1] viamo.io

Top Domains in Tweet in G5:
[4] twitter.com
[2] ac.uk
[2] ictd2020.org
[1] youtube.com
[1] tandfonline.com
[1] google.com
[1] co.uk
[1] gofundme.com
[1] jotform.com

Top Domains in Tweet in G6:
[9] nethope.org
[3] cnbcafrica.com
[3] twitter.com
[3] agrilinks.org
[1] ictworks.org
[1] co.uk
[1] linkedin.com
[1] technologysalon.org
[1] cardno.com

Top Domains in Tweet in G7:
[1] karobardaily.com
[1] techpana.com

Top Domains in Tweet in G8:
[3] linkedin.com
[3] wealthbankers.com
[2] ict4d.jp
[2] wordpress.com
[2] ictd.ac
[2] intelregion.com
[1] jobscircularbd.com
[1] swarthmore.edu
[1] ict4d.tj
[1] se.pl

Top Domains in Tweet in G9:
[4] twitter.com
[1] ictd2020.org
[1] acmcompass.org

Top Domains in Tweet in G10:
[4] twitter.com
[2] wordpress.com
[1] edri.org
[1] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[307] ict4d
[68] globaldev
[63] covid19
[32] digital
[31] webinar
[30] podcast
[26] ehealth
[22] ictd2020
[20] telemedicine
[20] tax



Top Hashtags in Tweet in G1:
[20] tax
[11] covid19
[11] tax4dev
[10] uganda
[7] tobacco
[7] technology
[5] africa
[4] research
[4] aptitax
[3] taxation

Top Hashtags in Tweet in G2:
[73] ict4d
[28] webinar
[27] podcast
[18] techsalon
[13] digitalprinciples
[8] covid19
[7] evaluation
[6] responsibledata
[5] elections
[5] bakomohammed

Top Hashtags in Tweet in G3:
[51] ict4d
[50] globaldev

Top Hashtags in Tweet in G4:
[21] ict4d
[21] ehealth
[20] telemedicine
[19] callforpapers
[15] health
[11] technology
[8] research
[6] covid
[5] mozambique
[5] drc

Top Hashtags in Tweet in G5:
[25] ict4d
[16] digital
[16] ictd2020
[8] covid19
[3] digitalexclusion
[2] ictd
[2] blacklives
[2] racialminorities
[1] digitalfeminism
[1] socialmedia

Top Hashtags in Tweet in G6:
[21] ict4d
[7] mhealth
[6] ict4d2020
[5] data
[4] covid19
[4] globaldev
[4] covid
[3] children
[3] internet
[3] artificialintelligence

Top Hashtags in Tweet in G7:
[1] ict4d
[1] globaldev

Top Hashtags in Tweet in G8:
[10] ict4d
[1] mel
[1] datavisualisation
[1] sustainableagriculture
[1] cotton
[1] bettercotton
[1] bci
[1] uwallen
[1] ictd
[1] jerryclan

Top Hashtags in Tweet in G9:
[6] ictd2020
[3] ictd
[3] hope
[3] leadership
[3] ict
[3] refugees
[2] ict4d
[1] rohingya
[1] migrants
[1] innovation

Top Hashtags in Tweet in G10:
[17] ict4d
[14] ecis2020
[11] covid19
[6] pacis2020
[5] ehealth
[5] dataprivacy
[3] copyright
[3] southafrica
[3] digital
[2] datajustice

Top Words
Top Words in Tweet in Entire Graph:
[307] #ict4d
[110] digital
[74] more
[69] ict4d
[69] africa
[68] #globaldev
[67] call
[65] see
[62] south
[61] #covid19

Top Words in Tweet in G1:
[50] ictdtax
[32] tax
[25] more
[20] #tax
[16] unuwider
[15] pandemic
[14] learn
[13] mick
[13] co
[13] taxing

Top Words in Tweet in G2:
[73] #ict4d
[39] digital
[30] ict4d
[29] digiprinciples
[28] #webinar
[27] #podcast
[26] series
[22] cover
[22] dial_community
[19] wayan_vota

Top Words in Tweet in G3:
[51] #ict4d
[51] hiring
[50] see
[50] job
[50] advert
[50] #globaldev
[50] whatever
[50] call
[50] role
[50] covering

Top Words in Tweet in G4:
[22] solutions
[21] cost
[21] challenges
[21] #ict4d
[21] #ehealth
[20] low
[20] #telemedicine
[20] technology
[19] #callforpapers
[17] telemedicine

Top Words in Tweet in G5:
[28] dorotheakleine
[25] #ict4d
[16] #digital
[16] #ictd2020
[15] tools
[13] keynote
[13] research
[12] response
[12] use
[10] digital

Top Words in Tweet in G6:
[21] #ict4d
[10] nethope_org
[9] development
[9] free
[8] webinar
[8] access
[8] crs_expertise
[8] more
[8] digital
[7] june

Top Words in Tweet in G7:
[6] त
[6] क
[5] ict4d
[4] ल
[4] य
[4] द
[3] ndcl_nt
[3] hello_moic
[3] mrkps2002
[3] hnitc

Top Words in Tweet in G8:
[12] ict4d
[12] officer
[10] #ict4d
[8] catholic
[8] relief
[8] services
[6] more
[6] crs
[5] nigerian
[5] nationals

Top Words in Tweet in G9:
[22] ictd
[14] joyopal
[12] 2020
[11] work
[9] presented
[9] acmcompass
[8] jennaburrell
[7] tap2k
[6] two
[6] #ictd2020

Top Words in Tweet in G10:
[37] ifip_94
[18] digital
[17] #ict4d
[16] latest
[16] blog
[14] #ecis2020
[13] carolinekhene
[13] award
[11] #covid19
[11] research

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[55] #ict4d,#globaldev
[53] see,job
[53] job,advert
[53] advert,#ict4d
[53] #globaldev,whatever
[53] whatever,call
[53] call,hiring
[53] hiring,role
[53] role,covering
[53] covering,africa

Top Word Pairs in Tweet in G1:
[14] learn,more
[10] mick,moore
[10] taxjusticeafric,lylaalatif
[10] ictdtax,learn
[10] par,réduction
[9] 2pm,uk
[9] uk,senior
[9] senior,fellow
[9] unuwider,webinar
[9] webinar,titled

Top Word Pairs in Tweet in G2:
[26] #podcast,#webinar
[26] #webinar,series
[22] cover,ict4d
[18] #techsalon,#ict4d
[12] ict4d,relevant
[12] covid,19
[12] #ict4d,wayan_vota
[11] excited,#digitalprinciples
[11] #digitalprinciples,#podcast
[11] series,launches

Top Word Pairs in Tweet in G3:
[50] see,job
[50] job,advert
[50] advert,#ict4d
[50] #ict4d,#globaldev
[50] #globaldev,whatever
[50] whatever,call
[50] call,hiring
[50] hiring,role
[50] role,covering
[50] covering,africa

Top Word Pairs in Tweet in G4:
[20] low,cost
[20] technology,challenges
[20] challenges,solutions
[19] #callforpapers,low
[17] cost,telemedicine
[17] telemedicine,technology
[15] solutions,#telemedicine
[15] #health,#ehealth
[13] ehasalud,#callforpapers
[11] #ehealth,#technology

Top Word Pairs in Tweet in G5:
[15] #digital,tools
[8] constructive,don
[8] don,ts
[8] ts,designing
[8] designing,#digital
[8] tools,covid
[8] covid,19
[8] 19,response
[8] response,learning
[8] learning,#ict4d

Top Word Pairs in Tweet in G6:
[7] june,30
[5] join,next
[4] 30,join
[4] webinar,explore
[4] explore,innovative
[4] health,#data
[4] #data,management
[4] #covid,health
[4] learn,more
[4] icts,essential

Top Word Pairs in Tweet in G7:
[3] ndcl_nt,hello_moic
[3] hello_moic,mrkps2002
[3] mrkps2002,hnitc
[3] hnitc,arkhanal
[3] arkhanal,ncell
[3] ncell,smartcellnepal
[3] smartcellnepal,itu
[3] itu,gsma
[3] gsma,abd_hq
[3] abd_hq,worldbanksasia

Top Word Pairs in Tweet in G8:
[10] ict4d,officer
[8] catholic,relief
[8] relief,services
[5] services,crs
[5] officer,nigerian
[5] nigerian,nationals
[3] nationals,catholic
[3] officer,location
[3] location,abuja
[2] zapotec,talking

Top Word Pairs in Tweet in G9:
[9] ictd,2020
[7] joyopal,acmcompass
[5] presented,work
[5] jennaburrell,joyopal
[4] presented,two
[4] two,papers
[4] papers,ictd
[4] 2020,#ictd2020
[4] #ictd2020,use
[4] use,digital

Top Word Pairs in Tweet in G10:
[16] latest,ifip_94
[16] ifip_94,blog
[14] ifip_94,latest
[8] blog,mobile
[8] mobile,digital
[8] digital,platforms
[8] platforms,community
[8] community,health
[8] health,workers
[8] workers,frontline

Top Replied-To
Top Replied-To in Entire Graph:
@tap2k
@ndcl_nt
@taxjusticeafric
@diagneab
@faheem_h
@joyopal
@phat_controller
@mynkgoel
@ryoryoryoooooya
@ahhhhbeh

Top Replied-To in G1:
@taxjusticeafric
@diagneab
@crescontact

Top Replied-To in G2:
@joyopal

Top Replied-To in G5:
@dorotheakleine

Top Replied-To in G7:
@ndcl_nt
@phat_controller

Top Replied-To in G9:
@tap2k
@faheem_h
@azhagu_meena
@impactology
@joyopal
@jennaburrell

Top Replied-To in G10:
@esrc

Top Mentioned
Top Mentioned in Entire Graph:
@kiwanja
@ictdtax
@digiprinciples
@dorotheakleine
@ifip_94
@dial_community
@wayan_vota
@unuwider
@techsalon
@techladylaura

Top Mentioned in G1:
@ictdtax
@unuwider
@urauganda
@lylaalatif
@taxjusticenet
@taxjusticeafric
@ids_uk
@sabcnews
@africa24tv
@_africanunion

Top Mentioned in G2:
@digiprinciples
@dial_community
@wayan_vota
@techsalon
@techladylaura
@ict_works
@allana_nelson
@fortuny
@claud_lim
@itu

Top Mentioned in G3:
@kiwanja
@idiotgrace

Top Mentioned in G4:
@ehasalud
@joinviamo
@villagereach
@telecoupm
@etsit
@urjc
@electronicsmdpi
@tecsalud
@chw_impact
@ifip_94

Top Mentioned in G5:
@dorotheakleine
@janchvzsanti
@siidgroup
@saiphcita
@nomadnico
@ollyparsons
@becky_faith
@passion_planner
@borisjohnson_mp
@banerjeeshonali

Top Mentioned in G6:
@nethope_org
@crs_expertise
@usaid
@ict4dconference
@cardno
@itu
@dimagi
@baosystems
@pathtweets
@accenture

Top Mentioned in G7:
@ict4d
@hello_moic
@mrkps2002
@hnitc
@arkhanal
@ncell
@smartcellnepal
@itu
@gsma
@abd_hq

Top Mentioned in G8:

Top Mentioned in G9:
@joyopal
@acmcompass
@jennaburrell
@varuni_bhatia
@drupa_dc
@syedazainaba
@divyasiddarth
@azhagu_meena
@kheimerl
@blnaveen

Top Mentioned in G10:
@ifip_94
@carolinekhene
@silviahedley
@anandstweets
@dorotheakleine
@pj_wall
@edri
@evronia
@monaelswah
@catehop

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@ottlegalrebels
@sabcnews
@huffpost
@dailynation
@rickydlaw
@1password
@caring_mobile
@justbementalist
@websecurityit

Top Tweeters in G1:
@sabcnews
@dailynation
@theeconomist
@milly
@bbcafrica
@cr_uk
@rfi_en
@heraldzimbabwe
@global_policy
@lowcausse

Top Tweeters in G2:
@chidambara09
@manifattura40
@datadrivencare
@ruenomela
@fortuny
@interactionsinc
@guineetags
@hapeeg
@heatherleson
@lisaabeyta

Top Tweeters in G3:
@rickydlaw
@pcdnetwork
@dominiccampbell
@meladalklimat
@craigzelizer
@kabibiiiiiiii
@tmsruge
@harishpillay
@bankelele
@_ifender

Top Tweeters in G4:
@caring_mobile
@jleube
@e_health_
@wikicfp
@armeladi
@pucp
@la_upm
@la_upc
@ongawa4d
@getboi81

Top Tweeters in G5:
@caboludwig
@karlamoralesr
@sheffielduni
@borisjohnson_mp
@rondaz_g
@sheffsocscience
@rksasr
@passion_planner
@saiphcita
@evanmpeck

Top Tweeters in G6:
@huffpost
@cnbcafrica
@unicef
@usaid
@awatila
@carolbarebo
@phat_controller
@accenture
@crsnews
@n

Top Tweeters in G7:
@setopati
@online_khabar
@thehimalayan
@kantipurdaily
@ncell
@naya_patrika
@gsma
@worldbanksasia
@timunwin
@gsmam4d

Top Tweeters in G8:
@erecnigeria
@chrissyroyalty
@employmentng
@rickychamarin
@africangojobs
@siengchong
@afrocheri
@robertodnavarro
@libobserver
@amazincareers

Top Tweeters in G9:
@rohingya_update
@shionguha
@impactology
@devpolicy
@j_nkiriki
@faheem_h
@blnaveen
@tap2k
@jennaburrell
@jcdonner

Top Tweeters in G10:
@ottlegalrebels
@justbementalist
@197winstonsmith
@evronia
@sunil_abraham
@anandstweets
@timpatalpostma
@josuewatat
@esrc
@klaasbrongers