Africa Development, Twitter, 4/18/2021 3:37:30 PM, 253032
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Africa Development_2021-04-18_07-29-23.xlsx
Africa Development_2021-04-18_07-29-23.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
April 18, 2021
Short Description:
Africa Development via NodeXL https://bit.ly/3sudmpF
@africacdc
@ovienews
@_africanunion
@knustgh
@fikrejesus
@kayvz
@eca_official
@toluogunlesi
@sustaintrends
@benjaminzach2

Top hashtags:
#africa
#sdgs
#development
#eritrea
#vaccinesforafrica
#health
#ethiopia

Description:
Description
The graph represents a network of 11,836 Twitter users whose recent tweets contained "Africa Development", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 18 April 2021 at 15:09 UTC.

The tweets in the network were tweeted over the 8-day, 5-hour, 16-minute period from Saturday, 10 April 2021 at 09:00 UTC to Sunday, 18 April 2021 at 14:16 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 : 11836
Unique Edges : 20561
Edges With Duplicates : 3717
Total Edges : 24278
Number of Edge Types : 5
Retweet : 9995
MentionsInRetweet : 9304
Tweet : 1560
Replies to : 795
Mentions : 2624
Self-Loops : 1641
Reciprocated Vertex Pair Ratio : 0.0152042768159302
Reciprocated Edge Ratio : 0.0299531378327455
Connected Components : 1400
Single-Vertex Connected Components : 667
Maximum Vertices in a Connected Component : 8123
Maximum Edges in a Connected Component : 19149
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.140719
Graph Density : 0.00014776655411594
Modularity : 0.799086
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 11,836 Twitter users whose recent tweets contained "Africa Development", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 18 April 2021 at 15:09 UTC.

The tweets in the network were tweeted over the 8-day, 5-hour, 16-minute period from Saturday, 10 April 2021 at 09:00 UTC to Sunday, 18 April 2021 at 14:16 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 : TwitterSearch
Graph Term : Africa Development
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:
[654] https://zoom.us/webinar/register/WN_U31MVTQvQlWY51LbsEKT-w
[631] https://www.knust.edu.gh/news/news-items/dr-cynthia-amaning-danquah-wins-2020-africa-oxford-research-development-award
[337] https://blog.twitter.com/en_us/topics/company/2021/establishing-twitter-s-presence-in-africa.html
[280] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-021-01307-8
[258] https://news.microsoft.com/en-xm/features/furthering-our-investment-in-africa-microsoft-opens-first-africa-development-centre-in-kenya-and-nigeria/
[217] https://www.theguardian.com/global-development/2021/apr/15/online-abuse-sexual-harassment-arab-women-middle-east-north-africa-
[108] https://twitter.com/AfricaCDC/status/1381171165163577349
[105] https://www.theguardian.com/global-development/2021/apr/14/environmental-campaigners-condemn-uganda-total-cnooc-eacop-east-african-oil-pipeline
[92] https://www.theguardian.com/global-development/2021/apr/15/africa-on-the-verge-of-resistance-to-key-malaria-drugs-rwanda-study-warns
[76] https://twitter.com/gmutizwa/status/1380584093814042628

Top URLs in Tweet in G1:
[253] https://news.microsoft.com/en-xm/features/furthering-our-investment-in-africa-microsoft-opens-first-africa-development-centre-in-kenya-and-nigeria/
[60] https://twitter.com/hoopsomuah/status/1366802347037511691
[22] https://oyotoday.com/economy-france-nigeria-to-build-new-partnership/
[11] https://twitter.com/therealdaddymo1/status/1381627730601607170
[9] https://choose-africa.com/en/
[9] https://www.gizmochina.com/2020/01/31/google-opens-its-first-developers-space-in-africa/
[7] https://acu-web-live.digitalconnect.co.uk/get-involved/bmga-fellows-program/?utm_content=buffer18cc8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.proshareng.com/news/newscategory/newstitle/56742
[3] https://www.meetup.com/microsoft-africa-development-center/events/277419947/?ocid=AID3019479_TWITTER_oo_spl100001979152126
[2] https://books.google.com/books/about/Tieba_Traore_Fama_of_Kenedougou.html?id=J4tHAQAAMAAJ

Top URLs in Tweet in G2:
[20] https://www.humanprogress.org/africa-tries-free-trade/
[13] https://live.worldbank.org/state-africa-region-covid-19-and-future-work-africa
[9] https://drive.google.com/file/d/11s_Mkjj1cqZZdc8VGQ4dyj_DGJa6Va2y/view?usp=sharing
[9] https://drive.google.com/file/d/1CUcxj_X4fTQgD7rIGkymI4uF6vzSqKoK/view?usp=sharing
[8] https://openknowledge.worldbank.org/?cid=afr_tt_wbafrica_en_ext
[7] http://lawrencefreemanafricaandtheworld.com/2021/04/10/interview-with-lawrence-freeman-developing-africa-will-elevate-the-world-to-a-higher-economic-political-platform/
[4] https://drive.google.com/file/d/1M5rFvi7VzXSuCvUYGI2wdtCMmZS6oDjP/view?usp=sharing
[4] https://africa.itdp.org/strategic-development-towards-sustainable-mobility/
[4] https://twitter.com/KhabeerNawal/status/1381326638093373442
[3] https://www.youtube.com/watch?v=6WnEKXVaKX8&feature=youtu.be


Top URLs in Tweet in G3:
[586] https://zoom.us/webinar/register/WN_U31MVTQvQlWY51LbsEKT-w
[98] https://twitter.com/AfricaCDC/status/1381171165163577349
[42] https://www.un.org/development/desa/indigenouspeoples/regional-dialogue-on-africa-14-and-15-april-2021.html
[34] https://www.stearsng.com/premium/article/industrialisation-why-africas-path-to-development-remains-slow
[17] https://www.timeanddate.com/worldclock/converter.html
[11] https://climate.copernicus.eu/copernicus-user-learning-services-training-africa
[10] https://www.un.org/africarenewal/news/africas-post-covid-19-recovery-race-or-marathon
[9] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-021-01307-8
[6] http://www.kairalooro.com/competition_womenshouse/en_brief-architecture-competition.html#theme
[5] https://www.theguardian.com/global-development/2021/apr/15/africa-on-the-verge-of-resistance-to-key-malaria-drugs-rwanda-study-warns

Top URLs in Tweet in G4:
[36] https://www.theguardian.com/global-development/2021/apr/15/africa-on-the-verge-of-resistance-to-key-malaria-drugs-rwanda-study-warns
[34] https://www.theguardian.com/global-development/2021/apr/15/online-abuse-sexual-harassment-arab-women-middle-east-north-africa-
[11] https://www.smashwords.com/books/view/710322
[9] https://www.theguardian.com/global-development/2021/apr/15/africa-on-the-verge-of-resistance-to-key-malaria-drugs-rwanda-study-warns?CMP=Share_iOSApp_Other
[8] https://chat.whatsapp.com/HRA3IlBbsSEEf6qxYLX3MZ
[5] https://news.trust.org/item/20210414191733-vd5uz/
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-021-01307-8
[4] https://www.theguardian.com/global-development/2021/apr/15/online-abuse-sexual-harassment-arab-women-middle-east-north-africa-?CMP=Share_iOSApp_Other
[3] https://aicdtraining.com/
[3] https://zoom.us/webinar/register/WN_U31MVTQvQlWY51LbsEKT-w

Top URLs in Tweet in G5:
[617] https://www.knust.edu.gh/news/news-items/dr-cynthia-amaning-danquah-wins-2020-africa-oxford-research-development-award
[4] https://anchor.fm/fromtheafricanpeople/episodes/How-to-build-a-Jewelry-company-with-Epic-Jewelry-Founder-Sharon-Wendo-etue61
[3] https://zoom.us/webinar/register/WN_U31MVTQvQlWY51LbsEKT-w
[1] https://twitter.com/AfricaCDC/status/1381171165163577349

Top URLs in Tweet in G6:
[252] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-021-01307-8
[21] https://www.theguardian.com/global-development/2021/apr/15/africa-on-the-verge-of-resistance-to-key-malaria-drugs-rwanda-study-warns
[11] https://twitter.com/udnore/status/1382757134266421250
[8] https://zoom.us/webinar/register/WN_U31MVTQvQlWY51LbsEKT-w
[4] https://twitter.com/IfyAniebo/status/1382787410304569348
[3] https://twitter.com/Fredros_Inc/status/1382773436498477058
[3] https://www.sowetanlive.co.za/sport/2021-04-16-dozens-pitch-for-tennis-development-in-limpopo/?utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/AfricaCDC/status/1381171165163577349
[2] https://twitter.com/MissChisomo/status/1382695530061557774
[1] https://www.theguardian.com/global-development/2021/apr/13/we-will-lose-more-doctors-sudans-health-workers-plead-for-covid-jabs

Top URLs in Tweet in G7:
[332] https://blog.twitter.com/en_us/topics/company/2021/establishing-twitter-s-presence-in-africa.html
[10] https://www.knust.edu.gh/news/news-items/dr-cynthia-amaning-danquah-wins-2020-africa-oxford-research-development-award
[6] https://www.canarymedia.com/articles/nithia-raises-30m-to-expand-solar-access-in-africa-through-artificial-intelligence/?utm_campaign=canary-social&utm_source=twitter&utm_medium=social&utm_content=1618579350
[4] https://zoom.us/webinar/register/WN_U31MVTQvQlWY51LbsEKT-w
[4] https://mobile.reuters.com/
[3] https://von.gov.ng/2021/04/12/green-banks-play-major-role-in-climate-resilient-development-in-africa-says-report/
[3] https://us02web.zoom.us/webinar/register/3116177136118/WN_lBw4F56wSkK3h1KeD1BqYQ
[3] https://twitter.com/KoneMoheavy/status/1382629023923195907
[2] https://www.muhabarishaji.com/idrc-sida-artificial-intelligence-for-development-ai4d-africa-scholarships-2021-for-phd-students/
[2] https://africa.ai4d.ai/calls/agriculture-food-systems/#content

Top URLs in Tweet in G8:
[35] https://www.afdb.org/en/news-and-events/events/understanding-africa-regional-integration-index-43094
[19] https://www.one.org/africa/press/one-africa-award-prize-goes-to-nigerias-connected-development/
[15] https://www.one.org/passthemic?utm_source=PMT8&source=PMT8&utm_medium=referral&utm_campaign=covid19
[12] https://www.southsouth-galaxy.org/publications/agenda-2063-and-sdgs-implementation-in-africa/
[12] https://www.youtube.com/watch?app=desktop&v=rEX-CO3UswA&t=17s
[12] https://www.policycenter.ma/opinion/adel-portrait-seleman-kitenge-project-assistant-and-speech-writer-ceo-auda-nepad#.YHSBwC2FAdU
[11] https://www.afdb.org/en/news-and-events/press-releases/african-union-holds-global-conference-accelerate-african-vaccine-development-and-manufacturing-capacity-43140
[10] https://www.mfw4a.org/events/webinar-impact-pan-african-banks-financial-development-sub-saharan-africa
[9] https://twitter.com/afronomicslaw/status/1380198436801236992
[8] https://zoom.us/webinar/register/WN_U31MVTQvQlWY51LbsEKT-w

Top URLs in Tweet in G9:
[76] https://twitter.com/gmutizwa/status/1380584093814042628
[8] https://news.un.org/en/story/2021/04/1089122
[6] https://www.defense.gov/Explore/News/Article/Article/2568996/us-engagement-needed-to-build-security-prosperity-on-african-continent/#.YHTwgn7XZms.twitter
[6] https://www.washingtonpost.com/world/africa/egypt-says-latest-round-of-talks-over-ethiopia-dam-fail/2021/04/06/e8b5e3e8-96e3-11eb-8f0a-3384cf4fb399_story.html
[4] https://www.theguardian.com/global-development/2021/apr/15/online-abuse-sexual-harassment-arab-women-middle-east-north-africa-?utm_term=1a5ee726874866b4b6ed3284c26dee47&utm_campaign=GuardianTodayUS&utm_source=esp&utm_medium=Email&CMP=GTUS_email
[2] https://www.usaid.gov/sites/default/files/documents/2020_09_30_USAID-BHA_East_Africa_Development_and_DRR_Fact_Sheet_-_FY_2020.pdf#DRR
[1] https://zoom.us/webinar/register/WN_U31MVTQvQlWY51LbsEKT-w
[1] https://twitter.com/Marnjam1/status/1381754472674770944
[1] https://twitter.com/GurageFirst/status/1381141827701633025

Top URLs in Tweet in G10:
[15] https://twitter.com/KMutisi/status/1381196200272134144
[14] https://www.iol.co.za/business-report/companies/sasol-partners-with-toyota-sa-to-develop-hydrogen-powered-long-haul-heavy-duty-trucks-e24d49a6-8bbc-4094-afdc-314841a90424
[11] https://www.h2-view.com/story/sasol-seizes-the-hydrogen-opportunity-signs-two-contracts-for-a-hydrogen-mobility-ecosystem-and-sustainable-aviation-fuels/
[5] https://fuelcellsworks.com/news/sasol-and-toyota-south-africa-motors-form-green-hydrogen-mobility-partnership/
[4] https://africa.cgtn.com/2021/04/13/nigeria-pledges-to-strengthen-support-for-lake-chad-region-development-projects/?platform=hootsuite
[3] https://mybroadband.co.za/news/industrynews/393831-work-at-south-africas-top-mobile-app-development-company.html
[3] https://mybroadband.co.za/news/software/392765-behind-the-scenes-at-south-africas-top-mobile-app-development-company.html
[3] https://africa.cgtn.com/2021/04/16/un-inequality-virus-threatens-catastrophe-for-all/
[3] https://africa.cgtn.com/2021/04/14/france-supports-elections-in-libya-with-1m-euros/
[2] https://africa.cgtn.com/2021/04/10/imf-world-bank-urged-to-aid-middle-income-country-debt-distress/

Top Domains
Top Domains in Tweet in Entire Graph:
[1090] twitter.com
[762] zoom.us
[655] theguardian.com
[635] edu.gh
[283] nature.com
[260] microsoft.com
[131] co.za
[88] youtube.com
[87] trust.org
[83] un.org

Top Domains in Tweet in G1:
[254] microsoft.com
[74] twitter.com
[22] oyotoday.com
[9] choose-africa.com
[9] gizmochina.com
[7] co.uk
[4] proshareng.com
[3] meetup.com
[2] google.com
[2] microsoftcaregh.com

Top Domains in Tweet in G2:
[24] worldbank.org
[22] google.com
[20] humanprogress.org
[13] twitter.com
[7] lawrencefreemanafricaandtheworld.com
[4] youtube.com
[4] itdp.org
[3] zoom.us
[3] hkspublications.org
[2] adobe.com

Top Domains in Tweet in G3:
[593] zoom.us
[107] twitter.com
[53] un.org
[35] stearsng.com
[17] timeanddate.com
[11] copernicus.eu
[10] pha4ge.org
[9] theguardian.com
[9] nature.com
[6] kairalooro.com

Top Domains in Tweet in G4:
[123] theguardian.com
[58] twitter.com
[26] co.za
[19] linkedin.com
[11] com.ng
[11] smashwords.com
[10] co.ke
[9] youtube.com
[9] trust.org
[8] zoom.us

Top Domains in Tweet in G5:
[617] edu.gh
[4] anchor.fm
[3] zoom.us
[1] twitter.com

Top Domains in Tweet in G6:
[252] nature.com
[24] twitter.com
[23] theguardian.com
[8] zoom.us
[3] co.za
[1] nation.africa
[1] businessdailyafrica.com
[1] defense.gov
[1] scidev.net

Top Domains in Tweet in G7:
[337] twitter.com
[10] edu.gh
[7] zoom.us
[6] canarymedia.com
[4] reuters.com
[3] gov.ng
[2] muhabarishaji.com
[2] ai4d.ai
[2] theguardian.com
[2] ghanaweb.com

Top Domains in Tweet in G8:
[49] afdb.org
[34] one.org
[29] twitter.com
[16] un.org
[15] zoom.us
[13] youtube.com
[12] southsouth-galaxy.org
[12] policycenter.ma
[10] mailchi.mp
[10] mfw4a.org

Top Domains in Tweet in G9:
[78] twitter.com
[8] un.org
[6] defense.gov
[6] washingtonpost.com
[4] theguardian.com
[2] usaid.gov
[1] zoom.us

Top Domains in Tweet in G10:
[21] co.za
[16] twitter.com
[13] cgtn.com
[11] h2-view.com
[5] fuelcellsworks.com
[2] renewafrica.biz
[1] sabcnews.com
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2174] africa
[1266] sdgs
[1150] development
[1074] eritrea
[634] vaccinesforafrica
[557] health
[446] ethiopia
[312] economy
[294] sudan
[247] african



Top Hashtags in Tweet in G1:
[27] partnershipsthatwork
[27] dangote
[22] france
[22] nigeria
[22] smes
[22] startups
[22] tech
[9] chooseafrica
[3] adchouroflearning
[2] microsoftadc

Top Hashtags in Tweet in G2:
[1394] africa
[1150] sdgs
[1026] eritrea
[923] development
[526] health
[410] ethiopia
[284] economy
[278] sudan
[207] gerd
[188] gender

Top Hashtags in Tweet in G3:
[559] vaccinesforafrica
[100] vaccines
[100] newpublichealthorder
[72] africa
[48] covid19
[34] unpfii
[22] mohdelivers
[17] autochtones
[17] weareindigenous
[14] indigenouspeoples

Top Hashtags in Tweet in G4:
[76] africa
[30] development
[11] smashwords
[9] women
[8] agx
[8] malaria
[7] covid19
[7] jobs
[7] job
[7] irawoadeoluwa

Top Hashtags in Tweet in G5:
[77] knustlive
[2] vaccinesforafrica
[1] vaccines
[1] newpublichealthorder

Top Hashtags in Tweet in G6:
[227] african
[227] local
[18] malaria
[5] collabrary
[5] africa
[5] vaccinesforafrica
[4] mybodyismyown
[3] rt
[3] resistance
[3] vaccines

Top Hashtags in Tweet in G7:
[9] solar
[6] africa
[4] vaccinesforafrica
[3] nextracker
[3] solartrackers
[2] malaria
[2] ghanaweb22

Top Hashtags in Tweet in G8:
[173] africa
[88] sdgs
[61] development
[49] covid19
[35] integrateafrica
[31] eritrea
[25] climatechange
[24] ccda2021
[23] cop26
[23] health

Top Hashtags in Tweet in G9:
[5] africa
[5] tigraygenocide
[4] sdgs
[4] mena
[4] covid19
[3] eritrea
[3] development
[2] health
[2] drr
[1] gender

Top Hashtags in Tweet in G10:
[16] hydrogen
[14] scopa
[14] dbsa
[7] greenhydrogen
[5] southafrica
[5] hydrogennow
[5] decarbonise
[5] cleanhydrogen
[5] fuelcells
[5] hydrogeneconomy

Top Words
Top Words in Tweet in Entire Graph:
[11333] development
[10281] africa
[2254] more
[2208] #africa
[1513] nigeria
[1441] today
[1441] african
[1389] south
[1339] 00
[1313] projects

Top Words in Tweet in G1:
[1531] africa
[1272] development
[1080] nigeria
[841] west
[805] projects
[789] more
[781] twitter
[781] today
[779] second
[778] increase

Top Words in Tweet in G2:
[1388] #africa
[1337] development
[1150] #sdgs
[1023] #eritrea
[927] #development
[618] help
[593] food
[526] #health
[517] africa
[475] security

Top Words in Tweet in G3:
[1140] 00
[821] development
[807] africa
[634] 2021
[626] level
[625] discuss
[620] day
[620] high
[618] april
[610] conference

Top Words in Tweet in G4:
[647] development
[625] africa
[105] south
[101] african
[76] #africa
[63] women
[57] economic
[55] online
[48] nigeria
[48] over

Top Words in Tweet in G5:
[1234] oxford
[629] africa
[629] development
[623] kingdom
[618] more
[617] dr
[617] mrs
[617] cynthia
[617] amaning
[617] danquah

Top Words in Tweet in G6:
[851] funders
[609] development
[601] africa
[562] letter
[562] science
[557] open
[552] international
[315] naturemedicine
[314] call
[297] institutions

Top Words in Tweet in G7:
[543] development
[360] ghana
[345] twitter
[335] build
[333] product
[331] team
[330] delighted
[330] announce
[330] starting
[287] africa

Top Words in Tweet in G8:
[391] development
[361] africa
[177] #africa
[172] african
[92] eca_official
[91] _africanunion
[89] #sdgs
[87] regional
[74] integration
[73] bank

Top Words in Tweet in G9:
[322] africa
[321] development
[146] peace
[145] troops
[142] security
[140] horn
[137] international
[137] antonioguterres
[132] work
[131] always

Top Words in Tweet in G10:
[315] development
[302] africa
[269] south
[230] countries
[228] region
[227] look
[227] critical
[226] continent
[226] country
[225] amazing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1277] south,africa
[1080] development,projects
[1009] development,africa
[935] west,africa
[795] more,development
[789] africa,use
[788] domestic,production
[787] company,kellogg's
[787] kellogg's,completed
[787] completed,second

Top Word Pairs in Tweet in G1:
[839] west,africa
[777] company,kellogg's
[777] kellogg's,completed
[777] completed,second
[777] second,n6bn
[777] n6bn,factory
[777] factory,lekki
[777] lekki,increase
[777] increase,domestic
[777] domestic,production

Top Word Pairs in Tweet in G2:
[643] #development,#sdgs
[496] #africa,#sdgs
[370] food,security
[349] #health,#development
[346] #eritrea,#africa
[340] irrigation,food
[302] #africa,#eritrea
[285] horn,africa
[284] #sdgs,#economy
[273] gash,barka

Top Word Pairs in Tweet in G3:
[620] high,level
[612] april,2021
[609] discuss,development
[604] virtual,conference
[604] development,manufacture
[603] level,virtual
[603] conference,discuss
[600] two,day
[600] day,high
[599] meet,tomorrow

Top Word Pairs in Tweet in G4:
[94] south,africa
[46] development,africa
[41] women,reporting
[41] reporting,online
[41] online,abuse
[40] blamed,myself
[40] stigma,stops
[40] stops,arab
[40] arab,women
[39] myself,stigma

Top Word Pairs in Tweet in G5:
[617] dr,mrs
[617] mrs,cynthia
[617] cynthia,amaning
[617] amaning,danquah
[617] danquah,senior
[617] senior,lecturer
[617] lecturer,department
[617] department,pharmacology
[617] pharmacology,knust
[617] knust,kumasi

Top Word Pairs in Tweet in G6:
[564] development,africa
[561] science,development
[557] open,letter
[557] funders,science
[547] international,funders
[484] letter,international
[293] call,funders
[293] enable,equitable
[293] equitable,partnerships
[245] allyeko,ckyobutungi

Top Word Pairs in Tweet in G7:
[333] product,development
[331] development,team
[331] team,ghana
[330] delighted,announce
[330] announce,twitter
[330] twitter,starting
[330] starting,build
[330] build,product
[95] south,africa
[92] africa,development

Top Word Pairs in Tweet in G8:
[74] regional,integration
[67] development,bank
[65] african,development
[39] development,africa
[37] _africanunion,eca_official
[35] gain,insight
[35] insight,accelerate
[35] accelerate,deepen
[35] deepen,regional
[35] integration,#africa

Top Word Pairs in Tweet in G9:
[140] horn,africa
[134] peace,security
[129] always,pleasure
[129] pleasure,discuss
[129] discuss,issues
[129] issues,international
[129] international,peace
[129] security,development
[129] development,unsg
[129] unsg,antonioguterres

Top Word Pairs in Tweet in G10:
[264] south,africa
[225] africa,amazing
[225] amazing,don
[225] don,live
[225] live,continent
[225] continent,one
[225] one,country
[225] country,wins
[225] wins,look
[225] look,sadc

Top Replied-To
Top Replied-To in Entire Graph:
@africafactszone
@mbesheer
@sirakbahlbi
@janeruth_aceng
@__ekow
@jack
@iv_amp
@siasaplace
@toluogunlesi
@obacruze

Top Replied-To in G1:
@toluogunlesi
@doshimajohn
@eisellliam
@scartissue101
@africafactszone
@bbatwooki
@princeadebanjoo
@lumide0b
@omogebukola
@royal_omooba

Top Replied-To in G2:
@mbesheer
@sirakbahlbi
@worldbank
@unegypt
@zborkena
@sheffieldgeog
@abiyahmedali
@georgemasonu
@secblinken
@juttaurpilainen

Top Replied-To in G3:
@janeruth_aceng
@bisharamb
@hindououmar
@fatshi13
@un
@nationafrica
@kcsalmon
@african_spring
@theeconomist

Top Replied-To in G4:
@toptrendswatch

Top Replied-To in G5:
@kwamelesley

Top Replied-To in G6:
@misschisomo

Top Replied-To in G7:
@africafactszone
@nana_kesse1
@edemkumodzi
@everruler14029
@binohwilliam
@bashirahmaad
@awadham75384405
@kenyanpundit
@kayvz
@fifikimsy

Top Replied-To in G8:
@rmarcilhoo
@eca_official
@lemonde_afrique
@menewamkele
@choi_afdb
@martinplaut
@franckriester
@comesa_lusaka
@yishauolukorede
@imfnews

Top Replied-To in G9:
@ida_sawyer

Top Replied-To in G10:
@sasolsa
@mybroadband
@ms_zamandlovu

Top Mentioned
Top Mentioned in Entire Graph:
@naturemedicine
@ckyobutungi
@allyeko
@fredros_inc
@microsoftadc
@usambun
@ifyaniebo
@secblinken
@_africanunion
@un

Top Mentioned in G1:
@microsoftadc
@franckriester
@afd_en
@proparco
@bmgaenterprise
@proshare
@googleafrica
@rabiuabdulsamad
@buagroup
@duchessannie

Top Mentioned in G2:
@secblinken
@usambun
@auc_moussafaki
@sanusi90064
@robertjprince
@classyenter
@jeffpropulsion
@weaspire
@dr_asrat
@nicolaademarco

Top Mentioned in G3:
@africacdc
@gbemialonge
@fao
@_africanunion
@stearsbusiness
@profabdoolkarim
@au_ibar
@ilo
@josefasacko
@janeruth_aceng

Top Mentioned in G4:
@anamgbaanthony
@signium_africa
@radiofafrica

Top Mentioned in G5:
@knustgh

Top Mentioned in G6:
@naturemedicine
@ckyobutungi
@allyeko
@fredros_inc
@ifyaniebo
@udnore
@tjmidega
@m_winthrop
@irish_aid
@aplma_malaria

Top Mentioned in G7:
@africafactszone
@uchebobagala
@afsia_official
@enuhau
@mimireeds
@muthurikinyamu
@mathiasssemanda
@kayvz
@river_folk
@twitter

Top Mentioned in G8:
@_africanunion
@eca_official
@afdb_group
@pacja1
@connected_dev
@oneinafrica
@hamzycode
@songwevera
@csdevnet1
@atayibabs

Top Mentioned in G9:
@un
@antonioguterres
@trevornoah
@arora4people
@usaidethiopia
@usaidsaveslives
@hrw
@icrc_africa
@usambun
@amnesty

Top Mentioned in G10:
@udmrevolution
@sasolsa
@toyotasa
@sasol
@fuelcellsworks
@leahmolatseli
@mybroadband

Top Tweeters
Top Tweeters in Entire Graph:
@easy_branches
@mlnangalama
@scarfizal
@engineersday
@robre62
@moonbootica
@ez4u2say_janis
@kat4obama
@rjber15
@jude_mugabi

Top Tweeters in G1:
@scarfizal
@bolajuade
@ayooyalowo
@nicobaudon
@magarya
@musadiqz
@eljefe__
@zahrahmusa
@tajudine2013
@coveredinwords

Top Tweeters in G2:
@bprophetable
@akahnnyc
@hpititiminisky
@sudarsh78723004
@macotani
@mrtickle3
@iethiopia
@kasimf
@askamazngkisumu
@erythreansea

Top Tweeters in G3:
@robre62
@jude_mugabi
@kinshasaweb
@ruisaldanha
@viralvideovlogs
@stormhour
@africaupdates
@dementedbonxie
@nomoreslaves
@mmnjug

Top Tweeters in G4:
@moonbootica
@andyvermaut
@postjobfree
@monteozafrica
@anamafalda1992
@newsafricanow
@techjunkiejh
@danwibg
@shehzadyounis
@suriyasubraman

Top Tweeters in G5:
@mzlianne
@kafuimodrizzy
@nanaware1
@legace_
@akuabafame
@kwekubaah_
@kandialla_
@blay___
@ahn_drew
@fiifi_calculuz

Top Tweeters in G6:
@sabreakingnews
@pash22
@academicchatter
@annaanthro
@time2coach
@drtlaleng
@am_anatiala
@sandra_phoma
@chihuu
@mendozaleon

Top Tweeters in G7:
@nerdy_ian
@amazingchevvolt
@artificialbra1n
@iamjehova
@ifortknox
@potentash
@tonyserrata
@jeffwellz
@avornukorku
@avson999

Top Tweeters in G8:
@dev_discourse
@olumideidowu
@alykhansatchu
@moisturevapor8r
@jfsebastian146
@kcbgroup
@thenationnews
@afronola
@jdmaster2020
@scholadecaprado

Top Tweeters in G9:
@tzdiscovery
@margymayell
@deeva4dlord
@rapeka
@jeffsonstein
@niyiafrika02
@ajenglish
@martinmavenjina
@ohemaayaablack
@arakunrin02

Top Tweeters in G10:
@leratomannya
@walker8701
@sibsmacd
@khuze_elikhulu
@markplackett1
@wheelsntoys
@thabane_
@ciangaia
@misslesegos
@tichitsinde


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