FAQ | Problem?

ICTD OR ICT4D_2017-06-19_03-08-28.xlsx
ICTD OR ICT4D_2017-06-19_03-08-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2017
Short Description:
ICTD OR ICT4D via NodeXL http://bit.ly/2tEaFUm
@tchenya
@ict_works
@itu
@anandstweets
@gbi_net
@c4d_network
@souktel
@felixkimaru

Description:
Description
The graph represents a network of 1,460 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, 19 June 2017 at 10:09 UTC.

The requested start date was Monday, 19 June 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, 11-hour, 29-minute period from Monday, 05 June 2017 at 00:05 UTC to Sunday, 18 June 2017 at 11:34 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 : 1460
Unique Edges : 2197
Edges With Duplicates : 964
Total Edges : 3161
Self-Loops : 469
Reciprocated Vertex Pair Ratio : 0.0442600276625173
Reciprocated Edge Ratio : 0.0847682119205298
Connected Components : 132
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 1112
Maximum Edges in a Connected Component : 2709
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.034368
Graph Density : 0.00106331039274414
Modularity : 0.630265
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[37] http://www.oxfam.org/en/multimedia/video/2017-drought-kenya-how-innovation-helping-families-access-clean-water
[33] http://www.itu.int/en/mediacentre/Pages/2017-PR24.aspx
[30] http://paper.li/devbyict/1434657191
[30] http://www.scidev.net/global/data/opinion/open-data-people-innovation.html?utm_content=bufferd19ca&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[21] http://www.socialbrite.org/2017/06/05/the-hidden-magic-of-conferences/
[15] http://www.ictworks.org/2017/06/07/11-amazing-uses-of-drones-in-ict-for-agriculture/
[15] http://innovation.unhcr.org/10-big-data-science-challenges-facing-humanitarian-organizations/
[14] https://medium.com/@KathrynMClifton/making-boots-on-the-ground-more-effective-the-potential-of-uavs-in-agriculture-development-4b782d5838cf?platform=hootsuite
[13] https://www.iafrikan.com/2015/07/01/agriculture-mapping-ict4ag-ict4d/
[13] https://webcasting.ifad.org/it_evaluation

Top URLs in Tweet in G1:
[6] http://www.ictworks.org/2017/06/07/11-amazing-uses-of-drones-in-ict-for-agriculture/
[6] https://anahiayala.com/2017/06/14/how-hope-changes-the-information-ecosystem-understanding-rumors/
[6] http://ictforag.org/
[6] http://explore.tandfonline.com/cfp/est/titd-cfp-special-issue-icts-for-promoting-sustainable-information
[5] http://www.ictworks.org/2017/06/08/what-about-facebook-messenger-chatbots-for-development/?utm_source=dlvr.it&utm_medium=twitter
[4] http://paper.li/ICT_Works/1295447801?edition_id=7ab0a4e0-5106-11e7-99ae-0cc47a0d15fd
[4] http://www.ictworks.org/2017/06/14/opportunities-and-challenges-for-data-driven-agricultural-innovation/?utm_source=dlvr.it&utm_medium=twitter
[4] http://paper.li/ICT_Works/1295447801?edition_id=cf668ac0-5298-11e7-9e6d-0cc47a0d15fd
[4] http://mashable.com/2017/04/23/drones-social-good-humanitarian-aid/?utm_content=buffer4c450&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#wRR1G6ixniqL
[4] http://souktel.org/media/news/google-forum-souktel-usaid-share-insights-digital-solutions-women

Top URLs in Tweet in G2:
[3] https://qz.com/1001477/kenya-has-faster-mobile-internet-speeds-than-the-united-states/
[3] http://blog.feedspot.com/iot_blogs/
[3] https://thedigitalgood.com/2017/06/06/how-can-we-be-better-at-data-for-development/
[3] http://www.unesco.org/new/en/education/resources/online-materials/single-view/news/unesco_pearson_initiatives_case_study_finalists_on_innova/
[2] http://paper.li/TChenya/1336735987?edition_id=eabe7870-4f62-11e7-bb1e-0cc47a0d1609
[2] http://paper.li/TChenya/1336734420?edition_id=02b855a0-5020-11e7-b8be-0cc47a0d1605
[2] https://www.theguardian.com/global-development-professionals-network/2017/jun/01/development-is-not-a-science-and-cannot-be-measured-that-is-not-a-bad-thing
[2] http://timeline.knightlab.com/?utm_content=buffer0e5cc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.itnewsafrica.com/2017/06/ethiopia-shuts-down-internet-ahead-of-exams/?utm_content=buffer4d304&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.scidev.net/global/publishing/news/scholars-exempt-development-publications-journals.html?utm_content=bufferf7722&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[33] http://www.itu.int/en/mediacentre/Pages/2017-PR24.aspx
[5] http://unctad.org/en/Pages/MeetingDetails.aspx?meetingid=1479
[5] https://www.youtube.com/watch?v=hYetS9uVXGs&feature=youtu.be
[2] http://www.itu.int/net4/wsis/forum/2017/Agenda/#agenda
[2] https://twitter.com/WFP/status/872536272992075776
[2] http://genderstats.un.org/
[2] https://www.fastcompany.com/3063078/predicting-the-break-how-countries-can-get-ahead-of-the-next-refugee-crisis
[2] http://www.tandfonline.com/doi/full/10.1080/02681102.2016.1246406?platform=hootsuite
[1] https://www.nytimes.com/2017/05/21/world/asia/internet-in-india.html?smid=tw-share
[1] https://twitter.com/i/web/status/872390218393026560

Top URLs in Tweet in G4:
[7] https://medium.com/@KathrynMClifton/making-boots-on-the-ground-more-effective-the-potential-of-uavs-in-agriculture-development-4b782d5838cf?platform=hootsuite
[7] http://www.oxfam.org/en/multimedia/video/2017-drought-kenya-how-innovation-helping-families-access-clean-water
[6] http://www.ictworks.org/2017/06/07/11-amazing-uses-of-drones-in-ict-for-agriculture/
[4] https://www.linkedin.com/pulse/power-bi-publish-web-helps-non-profits-convert-data-action-cullen
[2] http://bit.ly/2s85exz
[2] https://cruxnow.com/global-church/2017/05/25/new-mobile-apps-backed-crs-help-pregnant-rural-indian-women/
[2] http://www.esri.com/esri-news/arcuser/spring-2017/predictive-analysis-brings-food-aid-closer-to-madagascar
[2] https://medium.com/jamlab/apply-now-for-the-jamlab-accelerator1-ed4a40fc3132?source=collection_home---4------0-----------
[2] https://www.linkedin.com/pulse/combatting-corruption-technology-sustainable-claudia-pagliari
[1] http://paper.li/Thinkfoundation/1326713336?edition_id=c15bc7e0-526d-11e7-be23-0cc47a0d164b

Top URLs in Tweet in G5:
[9] https://twitter.com/i/web/status/874166683455434752
[8] https://twitter.com/i/web/status/874561345957613568
[2] https://www.youtube.com/watch?v=835L1brNpWU
[2] http://www.oxfam.org/en/multimedia/video/2017-drought-kenya-how-innovation-helping-families-access-clean-water
[2] https://www.oxfam.org.au/2017/06/mobile-money-breaks-the-cash-drought-in-zimbabwe/
[2] https://twitter.com/i/web/status/874565929635639296
[2] http://www.ictd.gov.bd
[1] http://paper.li/felakuti1/1377286203?edition_id=0dbc1070-49b0-11e7-a72d-0cc47a0d164b
[1] https://twitter.com/DataZetu/status/867651457503420417
[1] https://twitter.com/i/web/status/871694088407584768

Top URLs in Tweet in G6:
[3] http://www.africasvoices.org/ideas/in-the-shadow-of-digital-culture-reflections-on-the-ict4d-conference/
[3] http://www.thehansindia.com/posts/index/Business/2017-05-18/5-7-tr-shortfall-to-achieve-sustainable-development-goals-ICT4D-Conference/300934
[3] https://www.pscp.tv/w/bAUzaDFvUEVMWUFHV2dOUWR8MU1ZR05BakVXRHBLd4r8J2CwZyHsNmeWtXpWwkFc0lhb8ID61dRsuH35NNg1
[1] https://twitter.com/ict4ddotat/status/869112157127835648
[1] https://twitter.com/i/web/status/874624942456930304
[1] https://twitter.com/i/web/status/871690026714894337
[1] https://www.pscp.tv/w/bATt0jFvUEVMWUFHV2dOUWR8MVlwS2tuV3BPbW94apk8N7V2SyeAU39i5FG66yppE7wsdOlMb9T40NpdXGwP
[1] https://www.pscp.tv/w/bATucTFvUEVMWUFHV2dOUWR8MW5BSkVCV3F2dlp4TBYGQIbeGdQyO5ic_9gT7gm7TwiNcjr6dqkPQzGs5-dd
[1] https://twitter.com/i/web/status/872703453189091329
[1] https://twitter.com/i/web/status/872066498927448064

Top URLs in Tweet in G7:
[30] http://paper.li/devbyict/1434657191
[2] http://ict4development.com/?edition_id=21ae6e60-3116-11e6-865f-0cc47a0d15fd
[1] http://inb.li/dFTkR?utm_content=55823576&utm_medium=social&utm_source=twitter
[1] http://inb.li/dFTkR?utm_content=55818583&utm_medium=social&utm_source=twitter
[1] http://paper.li/GBI_Net/1399905970?edition_id=ef1c49a0-535a-11e7-b4c4-0cc47a0d1605
[1] http://paper.li/GBI_Net/1399905970?edition_id=4784ba20-4b7f-11e7-9df2-0cc47a0d1605
[1] http://paper.li/GBI_Net/1399905970?edition_id=7047b680-50ff-11e7-b8be-0cc47a0d1605
[1] http://paper.li/GBI_Net/1399905970?edition_id=c6f4f100-4dda-11e7-91bf-0cc47a0d1605

Top URLs in Tweet in G8:
[14] http://innovation.unhcr.org/10-big-data-science-challenges-facing-humanitarian-organizations/
[7] https://t.co/MlkFusfBLD
[5] https://www.wsj.com/articles/two-sim-cards-and-better-selfies-how-chinas-smartphones-are-taking-on-apple-1496827801
[1] https://twitter.com/i/web/status/875338200851632130
[1] https://twitter.com/i/web/status/872007441982115840
[1] https://twitter.com/i/web/status/872370545500803072
[1] https://twitter.com/i/web/status/875329500200017921
[1] https://twitter.com/i/web/status/872428300576182272
[1] https://www.wsj.com/articles/two-s?utm_content=buffer51542&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G9:
[5] http://sm4good.com/2017/06/09/facebook-launches-disaster-maps-to-support-humanitarian-aid/
[2] http://www.developmentgateway.org/blog/open-contracting-analytics-introducing-me-and-corruption-risk-dashboards
[1] http://paper.li/africt/1384711809?edition_id=772c1200-5377-11e7-be23-0cc47a0d164b
[1] http://paper.li/africt/1384711809?edition_id=7a9118e0-4a09-11e7-a72d-0cc47a0d164b
[1] http://paper.li/africt/1384711809?edition_id=cedf1530-4b9b-11e7-a72d-0cc47a0d164b
[1] http://paper.li/africt/1384711809?edition_id=f7d32520-4c64-11e7-915b-0cc47a0d164b
[1] http://paper.li/africt/1384711809?edition_id=24179890-4d2e-11e7-915b-0cc47a0d164b
[1] http://paper.li/africt/1384711809?edition_id=4de4ca70-4df7-11e7-915b-0cc47a0d164b
[1] http://paper.li/africt/1384711809?edition_id=a2d74420-4f89-11e7-915b-0cc47a0d164b
[1] http://paper.li/africt/1384711809?edition_id=cd4ee6d0-5052-11e7-a21a-0cc47a0d164b

Top URLs in Tweet in G10:
[9] http://insightshare.org
[3] http://aidnography.blogspot.se/2017/06/development-ict4d-digital-communication-academia-link-review-235.htm.html
[3] http://insightshare.org/resources/
[3] http://insightshare.org/courses/
[2] http://aidnography.blogspot.se/2017/06/development-ict4d-digital-communication-academia-link-review-236.html
[2] http://insightshare.org/videos/
[2] http://insightshare.org/methods/
[1] http://aidnography.blogspot.se/2017/06/development-ict4d-digital-communication-academia-link-review-237.html
[1] https://twitter.com/i/web/status/871767062980550660
[1] http://www.scidev.net/global/data/opinion/open-data-people-innovation.html?utm_content=bufferd19ca&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[283] twitter.com
[215] paper.li
[98] ictworks.org
[63] youtube.com
[41] scidev.net
[40] itu.int
[37] oxfam.org
[26] socialbrite.org
[20] medium.com
[19] insightshare.org

Top Domains in Tweet in G1:
[70] ictworks.org
[43] paper.li
[30] twitter.com
[11] inb.li
[9] mobileworldlive.com
[8] mashable.com
[7] ictforag.org
[6] anahiayala.com
[6] tandfonline.com
[5] wordpress.com

Top Domains in Tweet in G2:
[60] paper.li
[42] twitter.com
[10] panoplydigital.com
[6] ictworks.org
[6] unesco.org
[5] scidev.net
[4] youtube.com
[3] theguardian.com
[3] knightlab.com
[3] itnewsafrica.com

Top Domains in Tweet in G3:
[45] youtube.com
[37] itu.int
[23] twitter.com
[5] unctad.org
[3] wordpress.com
[2] un.org
[2] fastcompany.com
[2] tandfonline.com
[2] fb.me
[1] nytimes.com

Top Domains in Tweet in G4:
[10] paper.li
[9] medium.com
[7] oxfam.org
[6] ictworks.org
[6] linkedin.com
[6] twitter.com
[2] bit.ly
[2] cruxnow.com
[2] esri.com
[1] ictlogy.net

Top Domains in Tweet in G5:
[36] twitter.com
[5] paper.li
[3] fb.me
[2] youtube.com
[2] oxfam.org
[2] org.au
[2] skenmamu.net
[2] unicef.org
[2] gov.bd
[1] medium.com

Top Domains in Tweet in G6:
[17] twitter.com
[7] ictworks.org
[5] pscp.tv
[3] africasvoices.org
[3] thehansindia.com
[3] paper.li
[2] google.com

Top Domains in Tweet in G7:
[34] paper.li
[2] inb.li
[2] ict4development.com

Top Domains in Tweet in G8:
[14] unhcr.org
[7] t.co
[6] wsj.com
[5] twitter.com

Top Domains in Tweet in G9:
[12] paper.li
[5] sm4good.com
[2] developmentgateway.org
[1] poverty-action.org
[1] weforum.org
[1] twitter.com
[1] dig.watch
[1] groundtruth.in

Top Domains in Tweet in G10:
[19] insightshare.org
[6] blogspot.se
[3] twitter.com
[2] ictworks.org
[1] scidev.net
[1] sm4good.com
[1] programafrida.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1549] ict4d
[193] wsis
[122] ict4sdg
[103] innovate2impact
[102] globalgoals
[93] globaldev
[72] socent
[59] tech
[50] mhealth
[49] m4d



Top Hashtags in Tweet in G1:
[245] ict4d
[34] m4d
[22] globaldev
[18] mobile
[15] tech
[13] drones
[11] humanitarian
[10] digital
[10] ict4agri
[9] opensource

Top Hashtags in Tweet in G2:
[295] ict4d
[28] africa
[18] internetfreedom
[18] digitalsecurity
[14] socinn
[14] zambia
[11] wsis
[11] digitaldev
[10] civictech
[9] development

Top Hashtags in Tweet in G3:
[162] ict4d
[147] wsis
[103] ict4sdg
[77] globalgoals
[8] sdg
[8] tax
[7] humanright
[7] mwfcon17
[5] wsis2017
[5] rsce

Top Hashtags in Tweet in G4:
[67] ict4d
[16] tech
[11] drones
[11] uavs
[10] opengov
[7] ewallet
[5] innovation
[4] globaldev
[4] mozambique
[4] endmalaria

Top Hashtags in Tweet in G5:
[54] ict4d
[24] wsis
[18] globalgoals
[4] technology
[4] development
[3] africa
[2] financialinclusion
[2] myanmar
[2] economics
[2] microfinance

Top Hashtags in Tweet in G6:
[118] ict4d
[100] innovate2impact
[20] nethopeafrica2017
[12] nethope
[8] ict4d2017
[5] globaldev
[5] ict
[5] womenintech
[4] didyouknow
[4] digital

Top Hashtags in Tweet in G7:
[65] socent
[43] ict4d
[28] mhealth
[3] tech
[3] knowledgemanagement
[3] km
[3] globaldev
[2] magri
[2] hp17
[1] sdgs

Top Hashtags in Tweet in G8:
[31] ict4d
[18] da17eu
[15] bigdata
[11] development
[10] digitalskills
[7] eudev
[6] edd17
[1] ictd
[1] chinaecon

Top Hashtags in Tweet in G9:
[23] ict4d
[6] journalism
[5] smem
[2] africa
[1] internet
[1] development
[1] ict4ag
[1] socialmedia
[1] agriculture
[1] ehealth

Top Hashtags in Tweet in G10:
[28] ict4d
[12] globaldev
[10] commisaid
[9] participatoryvideo
[8] 2017hhlconf
[3] video4change
[2] humanitarian
[2] facelift
[2] insightshare
[1] equality

Top Words
Top Words in Tweet in Entire Graph:
[1080] Words in Sentiment List#1: Positive
[415] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[28516] Non-categorized Words
[30011] Total Words
[1672] ict4d
[194] wsis
[166] development
[160] ict
[148] data

Top Words in Tweet in G1:
[273] ict4d
[54] ict_works
[48] news
[42] development
[34] m4d
[28] technology
[26] drones
[26] souktel
[24] mobile
[24] today's

Top Words in Tweet in G2:
[302] ict4d
[46] thanks
[45] news
[41] latest
[35] development
[34] see
[32] africa
[26] cipesaug
[25] ict
[24] data

Top Words in Tweet in G3:
[166] ict4d
[147] wsis
[113] itu
[103] ict4sdg
[97] forum
[78] advance
[77] globalgoals
[56] world's
[45] largest
[45] gathering

Top Words in Tweet in G4:
[69] ict4d
[25] catholicrelief
[25] tech
[18] improve
[15] crsnews
[14] drones
[14] using
[14] innovation
[13] good
[11] uavs

Top Words in Tweet in G5:
[63] ict4d
[24] wsis
[19] forum
[19] advance
[19] itu
[18] globalgoals
[13] world's
[12] join
[11] live
[10] development

Top Words in Tweet in G6:
[131] ict4d
[102] innovate2impact
[79] iawgafrica
[68] nethope_org
[36] ict
[26] women
[20] nethopeafrica2017
[18] pfh232humanity
[16] technology
[16] nethope

Top Words in Tweet in G7:
[75] ict4d
[65] socent
[32] daily
[32] out
[32] stories
[28] mhealth
[17] ict4ddaily
[8] solsolutionsinc
[6] news
[6] roundup

Top Words in Tweet in G8:
[35] dsmeu
[33] development
[31] ict4d
[26] sustainable
[18] ansip_eu
[18] da17eu
[15] bigdata
[15] humanitarian
[15] action
[15] litonidas

Top Words in Tweet in G9:
[24] ict4d
[14] africa
[12] latest
[12] africt
[12] ict
[12] daily
[12] thanks
[6] journalism
[5] new
[5] facebook

Top Words in Tweet in G10:
[30] ict4d
[25] new
[15] insightshare
[12] globaldev
[12] video
[11] feat
[10] links
[10] commisaid
[9] aidnography
[9] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[122] wsis,forum
[100] forum,advance
[99] advance,globalgoals
[83] innovate2impact,ict4d
[79] globalgoals,ict4sdg
[77] ict4d,news
[58] ict4d,community
[56] join,world's
[56] world's,largest
[56] largest,gathering

Top Word Pairs in Tweet in G1:
[32] ict4d,m4d
[24] ict4d,news
[22] today's,ict4d
[18] latest,technology
[18] technology,development
[18] development,news
[16] news,thanks
[14] news,featuring
[12] news,ict4d
[12] development,ict4d

Top Word Pairs in Tweet in G2:
[45] ict4d,news
[26] latest,ict4d
[20] news,thanks
[19] today's,usaid
[19] usaid,nethope
[19] nethope,gbi
[19] gbi,ict4d
[19] news,roundup
[19] roundup,thanks
[18] looking,information

Top Word Pairs in Tweet in G3:
[96] wsis,forum
[75] forum,advance
[75] advance,globalgoals
[72] globalgoals,ict4sdg
[40] join,world's
[40] world's,largest
[40] largest,gathering
[40] gathering,ict4d
[40] ict4d,community
[40] community,live

Top Word Pairs in Tweet in G4:
[12] ict4d,tech
[10] latest,think
[10] think,daily
[10] daily,thanks
[9] benin,ict4d
[9] opengov,ict4d
[7] using,drones
[7] drones,good
[7] good,catholicrelief
[7] catholicrelief,using

Top Word Pairs in Tweet in G5:
[19] wsis,forum
[19] forum,advance
[18] advance,globalgoals
[10] join,world's
[10] world's,largest
[10] largest,gathering
[10] gathering,ict4d
[10] ict4d,community
[10] community,live
[10] live,wsis

Top Word Pairs in Tweet in G6:
[82] innovate2impact,ict4d
[24] iawgafrica,nethope_org
[16] ict4d,iawgafrica
[15] nethope_org,iawgafrica
[15] nethope_org,pfh232humanity
[13] women,ict
[11] ict4d,nethope_org
[9] nethope_org,innovate2impact
[9] day,2
[9] girls,women

Top Word Pairs in Tweet in G7:
[33] ict4d,socent
[32] ict4d,daily
[32] daily,out
[32] out,ict4d
[32] socent,stories
[23] socent,mhealth
[17] ict4ddaily,ict4d
[6] ict4d,news
[6] news,roundup
[5] stories,solsolutionsinc

Top Word Pairs in Tweet in G8:
[26] sustainable,development
[18] ansip_eu,da17eu
[15] bigdata,sustainable
[15] development,humanitarian
[15] humanitarian,action
[15] action,litonidas
[15] litonidas,talks
[15] talks,10
[15] 10,challenges
[14] dsmeu,bigdata

Top Word Pairs in Tweet in G9:
[12] latest,africt
[12] africt,africa
[12] africa,ict
[12] ict,daily
[12] daily,thanks
[6] ict4d,journalism
[5] new,facebook
[5] facebook,launches
[5] launches,'disaster
[5] 'disaster,maps'

Top Word Pairs in Tweet in G10:
[12] new,globaldev
[9] links,feat
[8] globaldev,links
[7] aidnography,new
[7] want,know
[7] know,support
[7] support,people
[7] people,change
[7] change,focus
[7] focus,watch

Top Replied-To
Top Replied-To in Entire Graph:
@phat_controller
@trade_ictd
@m_remu1020
@jeffbezos
@riceresearch
@armn_____
@qnrnt
@panoply_digital
@meraki

Top Replied-To in G1:
@keeya_lee
@kemri_wellcome
@mandgafrica
@yzyau

Top Replied-To in G2:
@panoply_digital
@ilvestoomas
@sammiap

Top Replied-To in G3:
@vividgwede
@kgosinyathi

Top Replied-To in G6:
@meraki
@plankenya
@caresom
@pathtweets
@lexa_nh
@ict4d

Top Mentioned
Top Mentioned in Entire Graph:
@itu
@iawgafrica
@nethope_org
@ict_works
@un
@youtube
@dsmeu
@scidevnet
@kasuganda
@souktel

Top Mentioned in G1:
@ict_works
@souktel
@fortuny
@anahi_ayala
@daiglobal
@fhi360
@dial_community
@ict4d
@abtassociates
@usaid

Top Mentioned in G2:
@cipesaug
@revisterling
@mseangallagher
@hannahmccarrick
@mcdapper
@afrilabs
@panoply_digital
@bbcmediaaction
@africanict4si
@bunihub

Top Mentioned in G3:
@itu
@un
@youtube
@itusecgen
@unctadkituyi
@sgdickinson
@unctad
@ict4datunctad
@timunwin
@arthurgwagwa

Top Mentioned in G4:
@catholicrelief
@crsnews
@eehrn
@crs_expertise
@oxfamireland
@ict4ddotat
@tuppertiffany
@jamlabafrica
@jbiroscak
@anandstweets

Top Mentioned in G5:
@onowmyanmar

Top Mentioned in G6:
@iawgafrica
@nethope_org
@pfh232humanity
@planglobal
@dboima
@ict4dconference
@njerugeorge
@laurawhelpton
@lexa_nh
@jkadundo

Top Mentioned in G7:
@ict4ddaily
@solsolutionsinc
@itaiboublil
@buriris
@maria_kim
@gbi_net
@techchange
@globalnamati
@isearch_hexa
@jessiejohnsonco

Top Mentioned in G8:
@dsmeu
@ansip_eu
@litonidas
@wsj
@tonysangle

Top Mentioned in G9:
@timolue
@saraheorton
@rwitech
@dgateway
@mdbarber
@social_media_g9
@thosmajor
@safeseminary
@tahirgoronyo
@thedailyrash

Top Mentioned in G10:
@insightshare
@aidnography
@spscarp
@cmcolumbus11
@viewfromthecave
@wmyeoh
@drbenhayes
@nomhossain
@cbarbiere
@urvashi_aneja

Top Tweeters
Top Tweeters in Entire Graph:
@nosqldigest
@nilimajumder
@roomeezon
@startuprealtime
@vanguardiason
@crafty_ai
@upma23
@eraser
@sectest9
@firstpost

Top Tweeters in G1:
@crafty_ai
@firstpost
@magarya
@mashable
@digitalperiod
@thenextweb
@sd_ag_labs
@kendimalibot
@google
@wiredferret

Top Tweeters in G2:
@sectest9
@kingofpayments
@gis_sharer
@lwangamundo
@verge
@securitynews6
@caring_mobile
@infosecurity99
@mikewrightq
@chilongoshim

Top Tweeters in G3:
@rosenchild
@laurentf4bwt
@gobmx
@loveletters0716
@tekieboard
@taucetinet
@almond3131
@bluntrophy
@okekecc
@wef

Top Tweeters in G4:
@startuprealtime
@edgametec
@innovation_rtw
@tyrone876
@tuxmachines
@edwined1667
@ictlogist
@nextbillion
@ntlmuseumsscot
@davidblenko

Top Tweeters in G5:
@vanguardiason
@fmarin_es
@open_govern
@jorgemartinezdc
@spanish_land
@prepaid_africa
@carlosmarinvill
@mdpsoru
@dardranall
@butchermartin

Top Tweeters in G6:
@thehansindiaweb
@nicochan33
@planglobal
@n
@pathtweets
@healththink
@nethope_org
@laurawhelpton
@qwey
@meraki

Top Tweeters in G7:
@insidestat
@socentlive
@schsocent
@fashdami
@classy
@adamspence
@tonyloyd
@maria_kim
@sba_bc
@fmimbranding

Top Tweeters in G8:
@itknowingness
@chidambara09
@akwyz
@wsj
@soncabral
@megadatamama
@michalboni
@big_data_flow
@maurizioi
@chemoley

Top Tweeters in G9:
@mdbarber
@georgehopkin
@jlieu
@sortiwa
@timschofield2
@training_media
@rwitech
@dgateway
@timolue
@icann

Top Tweeters in G10:
@viewfromthecave
@ijnet
@scott_gilmore
@wmyeoh
@ids_uk
@rachelstrohm
@louiseredvers
@safimichael
@inaspinfo
@solemu