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ICTD OR ICT4D_2017-07-17_03-08-28.xlsx
ICTD OR ICT4D_2017-07-17_03-08-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 17, 2017
Short Description:
ICTD OR ICT4D via NodeXL http://bit.ly/2uuu2D0
@tchenya
@ict_works
@fortuny
@cipesaug
@souktel
@africt
@insidestat
@anandstweets
@hniorg

Description:
Description
The graph represents a network of 1,252 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, 17 July 2017 at 10:09 UTC.

The requested start date was Monday, 17 July 2017 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, 10-hour, 35-minute period from Monday, 03 July 2017 at 00:57 UTC to Sunday, 16 July 2017 at 11:32 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 : 1252
Unique Edges : 1844
Edges With Duplicates : 726
Total Edges : 2570
Self-Loops : 426
Reciprocated Vertex Pair Ratio : 0.0387858347386172
Reciprocated Edge Ratio : 0.0746753246753247
Connected Components : 141
Single-Vertex Connected Components : 71
Maximum Vertices in a Connected Component : 807
Maximum Edges in a Connected Component : 1819
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.962523
Graph Density : 0.0011798867615173
Modularity : 0.650971
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[36] http://paper.li/devbyict/1434657191
[23] http://www.khaleejmag.com/education/itu-host-ictd-2017-first-international-academic-conference-pakistan/
[16] http://www.icit4ad.cm/?platform=hootsuite
[16] http://www.ictworks.org/2017/07/06/ten-concepts-everyone-in-ict4d-should-know/
[16] https://propakistani.pk/2017/07/04/itu-host-ictd-pakistan-2017-conference-lahore/
[13] http://design.google/library/connectivity-culture-and-credit
[10] http://www.hdif-tz.org/round3/
[9] https://medium.com/towards-data-science/dealing-with-development-data-management-e25946ac77f8
[7] https://hbr.org/2017/07/60-countries-digital-competitiveness-indexed
[7] http://news.itu.int/how-icts-can-help-bridge-the-rural-urban-divide-qa/#.WVpagEwOkbQ.twitter

Top URLs in Tweet in G1:
[36] http://paper.li/devbyict/1434657191
[10] http://www.ictworks.org/2017/07/06/ten-concepts-everyone-in-ict4d-should-know/
[6] http://news.itu.int/how-icts-can-help-bridge-the-rural-urban-divide-qa/#.WVpagEwOkbQ.twitter
[6] https://www.newscientist.com/article/2138163-volunteers-teach-ai-to-spot-slavery-sites-from-satellite-images/#.WVEQv267LzA.twitter
[5] http://www.makingallvoicescount.org/event/webinar-ict-mediated-citizen-engagement-voice-chatter/
[5] http://www.makingallvoicescount.org/publication/digital-democracy-falls-short-insights-colombia/
[5] http://www.makingallvoicescount.org/publication/ict-facilitated-accountability-engagement-health-systems-review-making-voices-count-mhealth-accountability-projects/
[5] https://www.newscientist.com/article/mg22830412-800-earthquake-artificial-intelligence-knows-where-damage-is-worst/#.WV5tfgLHwOI.twitter
[4] http://www.svri.org/news/who-call-research-findings-digital-health-interventions
[4] http://ict4si.org/makeithappen/

Top URLs in Tweet in G2:
[23] http://www.khaleejmag.com/education/itu-host-ictd-2017-first-international-academic-conference-pakistan/
[16] https://propakistani.pk/2017/07/04/itu-host-ictd-pakistan-2017-conference-lahore/
[2] https://www.morenews.pk/students-short-papers-itu-ictd/
[1] http://worldhotnews.site/news/ictd-conference-moot-set-to-tackle-global-development.html
[1] https://tribune.com.pk/story/1449563/ictd-conference-moot-set-tackle-global-development/
[1] https://twitter.com/i/web/status/882554726817996802
[1] https://twitter.com/i/web/status/883017247932858368
[1] https://twitter.com/i/web/status/882094051218116608
[1] https://twitter.com/i/web/status/882094912182910977

Top URLs in Tweet in G3:
[9] https://medium.com/towards-data-science/dealing-with-development-data-management-e25946ac77f8
[6] https://qz.com/762729/poor-data-is-hurting-african-countries-ability-to-make-good-policy-decisions/
[6] https://ict4dblog.wordpress.com/2017/07/12/an-ict4d-research-network-in-the-north-of-england/
[5] http://africasacountry.com/2017/07/no-education-crisis-wasted-on-bridges-business-model-in-africa/
[5] https://www.votomobile.org/careers/
[4] http://timesofindia.indiatimes.com/home/environment/flora-fauna/plants-that-alert-of-thirst-india-eyes-israeli-tech/articleshow/59433138.cms
[3] http://blog.gdi.manchester.ac.uk/laucn-of-ict4d-research-network-in-the-north-of-england/
[3] http://www.ifipwg94.org/new/
[2] http://paper.li/TChenya/1336735987?edition_id=ef459a60-623e-11e7-a14f-0cc47a0d1609
[2] http://paper.li/TChenya/1336735987?edition_id=6b912a20-5fe3-11e7-bb98-0cc47a0d1609

Top URLs in Tweet in G4:
[7] https://dai-global-digital.com/5-things-to-watch-out-for-in-mobile-data-collection.html
[2] http://paper.li/felixkimaru/1346562527?edition_id=ab1e3610-638a-11e7-b32e-002590a5ba2d
[2] https://www.gsma.com/mobilefordevelopment/programme/mhealth/scaling-digital-health-in-developing-markets#.WV0K5JhH4Bk.twitter
[2] http://dai.cmail19.com/t/ViewEmail/r/323FDF53DA34149A2540EF23F30FEDED/5B0CB9B3A280168E4936C359EC0425C0
[2] http://mailchi.mp/technologysalon/artifical-intelegence-salon?e=46d74d193e
[1] https://twitter.com/i/web/status/886345903757570049
[1] https://twitter.com/i/web/status/885618097901756417
[1] http://nextbillion.net/development-engineering-scaling-tech-solutions-from-ideation-to-pilot-to-the-world/
[1] https://www.gsma.com/mobilefordevelopment/programme/connected-society/beyond-access-need-deeper-thinking-about-driving-usage-adoption-mobile-internet?utm_source=feedburner&utm_medium=email&utm_campaign=Feed:+GSMAMobileforDevelopmentBlog+(Mobile+for+Development+Blog)
[1] https://www.gsma.com/mobilefordevelopment/programme/m4dutilities/our-key-takeaways-from-innovate-4-water-2017?utm_source=feedburner&utm_medium=email&utm_campaign=Feed:+GSMAMobileforDevelopmentBlog+(Mobile+for+Development+Blog)

Top URLs in Tweet in G5:
[6] http://elearningfeeds.com/surveillance-and-silence-the-rise-of-curbs-on-communication-in-ict4d/?utm_source=dlvr.it&utm_medium=twitter
[3] http://www.icimod.org/?q=27845
[3] https://tribune.com.pk/story/1449563/ictd-conference-moot-set-tackle-global-development/
[3] http://www.ictworks.org/2017/07/06/ten-concepts-everyone-in-ict4d-should-know/
[3] https://www.hfgproject.org/presenting-innovative-haryana-health-gis-solution-2017-ict4d-conference/
[2] http://www.insurancepremium-wd.com/2017/04/all-information-about-social-insurance.html
[2] http://www.gsma.com/mobilefordevelopment/programme/mhealth/it-takes-a-village-the-success-of-a-health-hotline?utm_source=twitter&utm_medium=social%2Bmedia&utm_campaign=GSMAm4d
[1] http://sohel537.blogspot.com
[1] http://e-education.brac.net
[1] http://digitalcontent.ictd.gov.bd/

Top URLs in Tweet in G6:
[2] http://paper.li/BOPlab/BOPlabpaper?edition_id=d24d3740-6952-11e7-970d-002590a5ba2d
[2] http://paper.li/BOPlab/BOPlabpaper?edition_id=fd91df60-6564-11e7-b32e-002590a5ba2d
[1] http://paper.li/BOPlab/BOPlabpaper?edition_id=28a7d660-6177-11e7-b0b1-002590a5ba2d
[1] http://paper.li/BOPlab/BOPlabpaper?edition_id=55277e10-6240-11e7-b32e-002590a5ba2d
[1] http://paper.li/BOPlab/BOPlabpaper?edition_id=7d9260d0-6309-11e7-b32e-002590a5ba2d
[1] https://twitter.com/i/web/status/881810701605535744
[1] https://twitter.com/i/web/status/809732195883642880
[1] https://twitter.com/i/web/status/882164296448450560
[1] https://twitter.com/i/web/status/884716784598876161
[1] https://cipesa.org/?wpfb_dl=229

Top URLs in Tweet in G7:
[6] https://crsorg.maps.arcgis.com/apps/StoryMapCrowdsource/index.html?appid=310fdc0668c940b9a574cd6b1ff8d6c7
[4] https://www.linkedin.com/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fgroups%2F13512501
[3] https://www.linkedin.com/groups/13512501?platform=hootsuite
[3] https://taroworks.org/financial-diaries/?utm_content=bufferf0509&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.verasolutions.org/recapping-ict4d-2017/
[3] http://www.nbcnews.com/health/health-news/remote-african-villages-radio-network-both-warns-attacks-tracks-ebola-n767181
[2] https://www.linkedin.com/slink?code=dEze5Uk
[2] http://nextbillion.net/lessons-learned-using-mobile-tools-to-compile-financial-diary-data/
[2] http://nethope.org/press/nethope-selects-grantees-for-2017-device-challenge/
[2] https://taroworks.org/whats-next-ict4ag-mobile-agriculture/?utm_content=bufferebb37&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[4] https://www.theguardian.com/voluntary-sector-network/2017/jun/20/hackathons-3d-printing-prosthetics-technology-world-refugee-day?utm_content=bufferc8401&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://twitter.com/ICT_Works/status/882079035009925121
[3] http://www.techweez.com/2017/07/10/ushahidi-coverup/?utm_content=buffer06d63&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.devex.com/news/ed-tech-that-s-working-in-the-poorest-countries-89223
[2] http://blogs.worldbank.org/education/new-approach-transforming-science-and-math-learning-gambia
[2] http://policy-practice.oxfam.org.uk/our-approach/toolkits-and-guidelines/responsible-data-management?cid=rdt_responsibledata
[1] http://paper.li/Thinkfoundation/1326713336?edition_id=8f212000-6937-11e7-b16d-0cc47a0d164b
[1] http://paper.li/Thinkfoundation/1326713336?edition_id=bcbca1e0-6092-11e7-aaa2-0cc47a0d164b
[1] http://paper.li/Thinkfoundation/1326713336?edition_id=11c71060-6225-11e7-9619-0cc47a0d164b
[1] http://paper.li/Thinkfoundation/1326713336?edition_id=66b1e8f0-63b7-11e7-9619-0cc47a0d164b

Top URLs in Tweet in G9:
[3] http://aidnography.blogspot.se/2017/07/development-ict4d-digital-communication-academia-link-review-240.html
[1] https://twitter.com/i/web/status/882975193983049732
[1] https://twitter.com/i/web/status/884407223459491840
[1] https://medium.com/@gabrielkrieshok/ten-concepts-everyone-in-ict4d-should-know-c3b0a62a39f?platform=hootsuite
[1] https://twitter.com/i/web/status/885231061717987328
[1] https://twitter.com/i/web/status/883011450725335040
[1] https://twitter.com/i/web/status/885207773126025216
[1] https://twitter.com/i/web/status/885162520876642304
[1] http://www.ictworks.org/2017/07/06/ten-concepts-everyone-in-ict4d-should-know/?utm_source=ran-tweet
[1] http://aidnography.blogspot.de/2017/06/development-ict4d-digital-communication-academia-link-review-239.html

Top URLs in Tweet in G10:
[2] https://healthcommcapacity.org/zika-communication-mapping-gis-national-communication-emergency-response/
[2] https://www.youtube.com/playlist?list=PLD7YDJETA7cCMRsVXMzP4EMx3Fiv5GIxi
[1] http://paper.li/africt/1384711809?edition_id=1a85d560-6978-11e7-b16d-0cc47a0d164b
[1] http://paper.li/africt/1384711809?edition_id=1db77030-600a-11e7-aaa2-0cc47a0d164b
[1] http://paper.li/africt/1384711809?edition_id=48808e40-60d3-11e7-aaa2-0cc47a0d164b
[1] http://paper.li/africt/1384711809?edition_id=728a7b00-619c-11e7-aaa2-0cc47a0d164b
[1] http://paper.li/africt/1384711809?edition_id=cba20d50-632e-11e7-9619-0cc47a0d164b
[1] http://paper.li/africt/1384711809?edition_id=0cf065d0-63f8-11e7-9619-0cc47a0d164b
[1] http://paper.li/africt/1384711809?edition_id=465a6170-658a-11e7-9619-0cc47a0d164b
[1] http://paper.li/africt/1384711809?edition_id=9bc73b40-671c-11e7-bf5b-0cc47a0d164b

Top Domains
Top Domains in Tweet in Entire Graph:
[228] twitter.com
[201] paper.li
[116] youtube.com
[85] ictworks.org
[26] panoplydigital.com
[23] gsma.com
[23] khaleejmag.com
[21] makingallvoicescount.org
[19] itu.int
[17] propakistani.pk

Top Domains in Tweet in G1:
[61] paper.li
[52] ictworks.org
[29] twitter.com
[20] makingallvoicescount.org
[17] itu.int
[13] inb.li
[11] gsma.com
[11] newscientist.com
[7] aidforum.org
[4] svri.org

Top Domains in Tweet in G2:
[23] khaleejmag.com
[16] propakistani.pk
[4] twitter.com
[2] morenews.pk
[1] worldhotnews.site
[1] com.pk

Top Domains in Tweet in G3:
[44] paper.li
[9] ictworks.org
[9] medium.com
[6] twitter.com
[6] qz.com
[6] wordpress.com
[5] africasacountry.com
[5] votomobile.org
[4] indiatimes.com
[3] ac.uk

Top Domains in Tweet in G4:
[16] twitter.com
[14] paper.li
[7] dai-global-digital.com
[6] gsma.com
[4] mailchi.mp
[3] mobileworldlive.com
[2] developingtelecoms.com
[2] ictworks.org
[2] cmail19.com
[1] nextbillion.net

Top Domains in Tweet in G5:
[17] twitter.com
[7] elearningfeeds.com
[6] ictworks.org
[4] insurancepremium-wd.com
[4] paper.li
[4] leapfrog.io
[3] icimod.org
[3] com.pk
[3] google.com
[3] hfgproject.org

Top Domains in Tweet in G6:
[7] paper.li
[6] twitter.com
[4] wordpress.com
[1] cipesa.org
[1] ict4si.org

Top Domains in Tweet in G7:
[18] twitter.com
[13] taroworks.org
[9] linkedin.com
[6] arcgis.com
[3] verasolutions.org
[3] nbcnews.com
[2] un.org
[2] nextbillion.net
[2] nethope.org
[2] peruinforma.com

Top Domains in Tweet in G8:
[10] paper.li
[8] twitter.com
[6] ictworks.org
[5] theguardian.com
[3] google.com
[3] techweez.com
[3] devex.com
[2] worldbank.org
[2] org.uk
[1] ac.uk

Top Domains in Tweet in G9:
[7] twitter.com
[3] blogspot.se
[2] medium.com
[2] ictworks.org
[1] blogspot.de

Top Domains in Tweet in G10:
[13] paper.li
[2] healthcommcapacity.org
[2] youtube.com
[1] ictworks.org
[1] com.pk
[1] minutehack.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1034] ict4d
[72] socent
[71] m4d
[68] mhealth
[66] globaldev
[61] sdgs
[50] ictd
[48] africa
[32] jamiitalks
[32] mobilemoneyhackathon



Top Hashtags in Tweet in G1:
[276] ict4d
[70] socent
[65] mhealth
[35] sdgs
[30] m4d
[26] accountability
[18] globaldev
[17] health
[14] citizenengagement
[12] ict

Top Hashtags in Tweet in G2:
[15] ictd
[1] itu

Top Hashtags in Tweet in G3:
[151] ict4d
[15] africa
[9] datascience
[8] bigdata
[7] data
[6] sdgs
[6] globaldev
[4] development
[4] globaled
[4] farmers

Top Hashtags in Tweet in G4:
[59] ict4d
[15] m4d
[15] mobile
[14] globaldev
[9] tech
[7] africa
[7] cambodia
[7] fund
[6] digital
[5] sdgs

Top Hashtags in Tweet in G5:
[34] ict4d
[6] mobilelearning
[3] haryana
[2] wcce2017
[2] ictd
[2] iot
[2] techforgood
[2] health
[1] digitalhealth
[1] education

Top Hashtags in Tweet in G6:
[71] ict4d
[29] jamiitalks
[21] kigf2017
[21] servicedelivery
[15] internetfreedom
[14] fifafrica17
[14] m360africa
[14] opendata
[12] ict4dem
[12] civictech

Top Hashtags in Tweet in G7:
[57] ict4d
[8] map
[8] edgar
[8] ag
[6] ict4ag
[5] peru
[4] africa
[3] ict
[3] globalgoals
[3] m4d

Top Hashtags in Tweet in G8:
[29] ict4d
[10] opengov
[5] edtech
[4] foss
[4] oss
[3] globaldev
[2] odk17
[2] responsibledata
[1] didyouknow
[1] bridgethedigitalgap

Top Hashtags in Tweet in G9:
[23] ict4d
[14] globaldev
[8] refugees
[8] eastafrica
[3] l10n
[2] behavioralscience
[1] ictworks
[1] gsma
[1] mobile
[1] facebook

Top Hashtags in Tweet in G10:
[20] ict4d
[8] globaldev
[4] journalism
[3] africa
[3] ict4ag
[2] sdgs
[2] m4d
[2] commisaid
[2] zika
[1] un

Top Words
Top Words in Tweet in Entire Graph:
[819] Words in Sentiment List#1: Positive
[251] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[23659] Non-categorized Words
[24729] Total Words
[1172] ict4d
[197] ictd
[172] conference
[140] latest
[134] development

Top Words in Tweet in G1:
[332] ict4d
[70] socent
[65] mhealth
[51] ict_works
[44] out
[39] ict
[37] daily
[35] sdgs
[35] news
[34] accountability

Top Words in Tweet in G2:
[125] ictd
[121] conference
[118] umarsaif
[101] first
[92] international
[80] 2017
[55] part
[55] pakistan's
[55] large
[55] computer

Top Words in Tweet in G3:
[153] ict4d
[44] latest
[29] thanks
[26] news
[22] africa
[21] data
[16] top
[16] stories
[16] today
[15] new

Top Words in Tweet in G4:
[60] ict4d
[19] development
[19] latest
[18] mobile
[18] news
[15] m4d
[14] globaldev
[13] data
[13] technology
[11] tools

Top Words in Tweet in G5:
[53] ict4d
[25] ictd
[13] conference
[11] development
[9] set
[9] global
[7] surveillance
[7] silence
[7] rise
[7] curbs

Top Words in Tweet in G6:
[74] ict4d
[63] e
[42] cipesaug
[29] more
[29] jamiitalks
[25] use
[24] discussions
[21] kigf2017
[21] services
[21] governance

Top Words in Tweet in G7:
[75] ict4d
[20] crs
[16] luthworldrelief
[15] app
[11] use
[11] share
[10] updates
[10] farmers
[9] help
[9] build

Top Words in Tweet in G8:
[31] ict4d
[11] latest
[10] think
[10] daily
[10] thanks
[10] opengov
[8] accused
[5] best
[5] edtech
[5] people

Top Words in Tweet in G9:
[26] ict4d
[15] new
[14] globaldev
[14] links
[12] gabrielkrieshok
[12] more
[11] aidnography
[11] feat
[8] u
[8] work

Top Words in Tweet in G10:
[20] ict4d
[16] africa
[13] latest
[13] africt
[13] ict
[13] daily
[13] thanks
[8] globaldev
[4] journalism
[4] rwitech

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[99] liked,youtube
[99] youtube,video
[78] ictd,2017
[75] ict4d,news
[59] conference,ictd
[55] part,pakistan's
[55] pakistan's,first
[55] first,large
[55] large,international
[55] international,computer

Top Word Pairs in Tweet in G1:
[36] ict4d,daily
[36] daily,out
[36] out,ict4d
[36] ict4d,socent
[29] ict4d,news
[29] socent,stories
[26] socent,mhealth
[24] today's,ict4d
[24] ict4d,m4d
[22] ict4ddaily,ict4d

Top Word Pairs in Tweet in G2:
[78] ictd,2017
[55] part,pakistan's
[55] pakistan's,first
[55] first,large
[55] large,international
[55] international,computer
[55] computer,science
[55] science,conference
[55] conference,ictd
[54] umarsaif,part

Top Word Pairs in Tweet in G3:
[26] latest,ict4d
[26] ict4d,news
[20] news,thanks
[16] latest,top
[16] top,ict4d
[16] ict4d,stories
[16] stories,today
[9] ict4d,research
[9] ict4d,datascience
[8] today,ict4d

Top Word Pairs in Tweet in G4:
[14] ict4d,m4d
[13] latest,technology
[13] technology,development
[13] development,news
[10] news,thanks
[8] m4d,globaldev
[7] 5,things
[7] things,consider
[7] consider,doing
[7] doing,mobile

Top Word Pairs in Tweet in G5:
[8] ictd,conference
[7] surveillance,silence
[7] silence,rise
[7] rise,curbs
[7] curbs,communication
[7] communication,ict4d
[7] conference,moot
[7] moot,set
[7] set,tackle
[7] tackle,global

Top Word Pairs in Tweet in G6:
[21] kigf2017,use
[21] use,e
[21] e,services
[21] services,e
[21] e,governance
[21] governance,e
[21] e,payments
[21] payments,growing
[21] growing,recognition
[21] recognition,popularity

Top Word Pairs in Tweet in G7:
[8] join,ict4d
[8] ict4d,exchange
[8] ict4d,ag
[6] share,need
[6] need,map
[6] map,reduce
[6] reduce,walk
[6] walk,times
[6] times,build
[6] build,web

Top Word Pairs in Tweet in G8:
[10] latest,think
[10] think,daily
[10] daily,thanks
[7] opengov,ict4d
[5] edtech,ict4d
[4] smartphones,changed
[4] changed,people
[4] people,flee
[4] flee,danger
[4] danger,responders

Top Word Pairs in Tweet in G9:
[14] new,globaldev
[11] aidnography,new
[11] globaldev,links
[11] links,feat
[8] u,work
[8] work,refugees
[8] refugees,eastafrica
[8] eastafrica,interest
[8] interest,ict4d
[8] ict4d,encourage

Top Word Pairs in Tweet in G10:
[13] latest,africt
[13] africt,africa
[13] africa,ict
[13] ict,daily
[13] daily,thanks
[4] ict4d,journalism
[3] ict4d,africa
[3] globaldev,ict4d
[2] ict4d,ict4ag
[2] rwitech,ict4d

Top Replied-To
Top Replied-To in Entire Graph:
@toward_ict4d
@luthworldrelief
@impactology
@alison_gillwald
@umarsaif
@aneesrehmanpak
@cfi_accion
@rubyivan
@uganda2803
@jocv_koki

Top Replied-To in G1:
@cariboudigital

Top Replied-To in G2:
@umarsaif
@aneesrehmanpak
@sadaffeabid

Top Replied-To in G3:
@cfi_accion
@votomobile

Top Replied-To in G4:
@unu_cs

Top Replied-To in G6:
@kiwiairene

Top Replied-To in G7:
@luthworldrelief
@raspberry_pi
@simonestrey

Top Replied-To in G9:
@gabrielkrieshok
@asociologist

Top Replied-To in G10:
@facebook

Top Mentioned
Top Mentioned in Entire Graph:
@umarsaif
@youtube
@ict_works
@cipesaug
@gsmammu
@fortuny
@duncan_ids
@sigchi
@ict4ddaily
@itu

Top Mentioned in G1:
@ict_works
@ict4ddaily
@fortuny
@duncan_ids
@itu
@allvoicescount
@phat_controller
@who
@techtribesorg
@c4d_network

Top Mentioned in G2:
@umarsaif
@sigchi
@khaleejmag
@itupunjab
@sheheryarmalik
@propakistanipk
@irfanwahabkhan
@telenorpakistan
@circle2020

Top Mentioned in G3:
@jacorenken
@bhmann
@votomobile
@cdimanchester
@qz
@grahambm
@sscsoftweb
@rgbekoe
@souktel
@hniorg

Top Mentioned in G4:
@usaid
@daiglobal
@bambagroup
@al_ismaili
@nkassim1
@usaid_digital
@devinnokh
@souktel
@usaidcambodia
@fhi360

Top Mentioned in G6:
@cipesaug
@accountability4
@mariastsehai
@outboxhub
@kiwiairene
@ict4demea
@tomonarit
@boplab
@mazarscsv
@georgeserafeim

Top Mentioned in G7:
@luthworldrelief
@ict4dconference
@crs_expertise
@ict4d_crs
@taroworksapp
@stevehellen
@sonja_ict4d
@ict4d
@ishidalo
@medic

Top Mentioned in G8:
@ushahidi
@wbedutech
@austcivmil
@jya
@jselanikio
@devex
@trucano
@frontlinesms
@umcom_ict4d
@ictlogist

Top Mentioned in G9:
@gabrielkrieshok
@aidnography
@thehounsell
@petevowles
@benparker140
@profbengardner
@abbyyoungpowell
@tari_turner
@ieakwame
@martinscott2010

Top Mentioned in G10:
@rwitech
@nneelley
@jeneshea
@juliusmbuvi
@osint
@th55202331
@ict4ag_
@elmorlugo
@cgritmon
@social_media_a4

Top Tweeters
Top Tweeters in Entire Graph:
@usmananwar78
@jamesroy
@nosqldigest
@humanitynews
@senegalbot
@nilimajumder
@ibc_bikemarkt
@theasifali
@nneusj
@ottlegalrebels

Top Tweeters in G1:
@ottlegalrebels
@pcdnetwork
@thenextweb
@demokratie_bot
@jeanfrancis
@insidestat
@caring_mobile
@prepaid_africa
@philipogola
@socentlive

Top Tweeters in G2:
@irfan_h9
@razaalimurtaza2
@trustpmln
@hasiib31
@faizik444
@write2aarif
@iamumarrrrrr
@hammadsheikh143
@tahirakbr
@higgsbosan

Top Tweeters in G3:
@itknowingness
@chidambara09
@biconnections
@ipoke_em
@paakoti
@homeaiinfo
@thaar
@qz
@minou__
@xprtly

Top Tweeters in G4:
@techcrunch
@wef
@google
@mbuguanjihia
@tino_brwn
@nextbillion
@usaidgh
@machineslearnit
@joshconstine
@usaid

Top Tweeters in G5:
@usmananwar78
@ibc_bikemarkt
@theasifali
@farhaadaarif
@breakingnewpak
@pakistaninews
@philshapiro
@elearningfeeds
@unjoblist
@thebugz

Top Tweeters in G6:
@mariastsehai
@thedextazlab
@socialgoodstuff
@carolndosi
@socialchangeaus
@masalupaschal
@helenclarknz
@kofiemeritus
@bakekenya
@jamiiforums

Top Tweeters in G7:
@humanitynews
@funny_bonz
@cartobot
@raspberry_pi
@humanitariantv
@salesforceorg
@esri
@j_rykhus
@cyberlandgal
@nfcforum

Top Tweeters in G8:
@ednaks
@stevealee
@evansmatmoh
@downey
@opengovpart
@jselanikio
@gaurisalokhe
@jssozi
@magpi_mobile
@oxfamgbpolicy

Top Tweeters in G9:
@nicochan33
@kendimalibot
@ieakwame
@irinnews
@benparker140
@1johnmacdonald
@socialmedia4d
@marcgunther
@chris_mungai
@donosborn

Top Tweeters in G10:
@osint
@lastwave2014
@bloggerau
@rwitech
@impactofit
@itnewsafrica
@th55202331
@pmterrell
@elmorlugo
@ggwsolar