#ICTD2020, Twitter, 6/26/2020 1:08:30 AM, 229906


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#ICTD2020_2020-06-25_18-06-18.xlsx
#ICTD2020_2020-06-25_18-06-18.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 26, 2020
Short Description:
#ICTD2020 via NodeXL https://bit.ly/3fZY5a9
@dorotheakleine
@karlamoralesr
@espol
@joyopal
@barunghosh13
@smaboyy
@blnaveen
@saiphcita
@marisolv
@azhagu_meena

Top hashtags:
#ictd2020
#battleagainstsma
#ict4d
#research
#digital
#phdchat
#academictwitter

Description:
Description
The graph represents a network of 187 Twitter users whose recent tweets contained "#ICTD2020", 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 Friday, 26 June 2020 at 01:06 UTC.

The tweets in the network were tweeted over the 7-day, 19-hour, 37-minute period from Wednesday, 17 June 2020 at 18:33 UTC to Thursday, 25 June 2020 at 14:11 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 187
Unique Edges : 410
Edges With Duplicates : 156
Total Edges : 566
Number of Edge Types : 5
Replies to : 18
Retweet : 124
MentionsInRetweet : 264
Mentions : 149
Tweet : 11
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0384615384615385
Reciprocated Edge Ratio : 0.0740740740740741
Connected Components : 10
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 95
Maximum Edges in a Connected Component : 327
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.540077
Graph Density : 0.0131964809384164
Modularity : 0.623518
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 187 Twitter users whose recent tweets contained "#ICTD2020", 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 Friday, 26 June 2020 at 01:06 UTC.

The tweets in the network were tweeted over the 7-day, 19-hour, 37-minute period from Wednesday, 17 June 2020 at 18:33 UTC to Thursday, 25 June 2020 at 14:11 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #ICTD2020
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:
[3] https://dl.acm.org/doi/abs/10.1145/3392561.3394633?cookieSet=1
[2] https://ictd2020.org/organizers/
[2] https://dl.acm.org/doi/abs/10.1145/3392561.3394650?cookieSet=1
[2] https://dl.acm.org/doi/abs/10.1145/3392561.3394648?cookieSet=1
[2] https://dl.acm.org/doi/abs/10.1145/3392561.3394637?cookieSet=1
[1] https://www.pharm-olam.com/blog/rave-csa-supports-remote-monitoring-in-covid-19#utm_source=Organic&utm_medium=Twitter&utm_campaign=PharmOlam_RAVESCA
[1] https://www.youtube.com/watch?v=MzA_ndzSxyU&feature=youtu.be

[1] https://dl.acm.org/doi/abs/10.1145/3392561.3394634?cookieSet=1
[1] https://ictd2020.org/conference-program/conference-schedule/
[1] https://www.youtube.com/watch?v=C9BX9nbSJZk&feature=youtu.be


Top URLs in Tweet in G3:
[2] https://ictd2020.org/organizers/
[1] http://siid.group.shef.ac.uk/blog/dos-and-donts-for-using-digital-tools-in-the-covid-19-response-learning-from-the-ict4d-field/
[1] https://www.youtube.com/watch?v=C9BX9nbSJZk&feature=youtu.be

[1] https://drive.google.com/file/d/18u6Bazq1kA348xbmwSgU58VwZj93uc2V/view

Top URLs in Tweet in G4:
[3] https://dl.acm.org/doi/abs/10.1145/3392561.3394633?cookieSet=1
[2] https://dl.acm.org/doi/abs/10.1145/3392561.3394637?cookieSet=1
[2] https://dl.acm.org/doi/abs/10.1145/3392561.3394648?cookieSet=1
[2] https://dl.acm.org/doi/abs/10.1145/3392561.3394650?cookieSet=1
[1] https://www.youtube.com/watch?v=MzA_ndzSxyU&feature=youtu.be

[1] https://dl.acm.org/doi/abs/10.1145/3392561.3394634?cookieSet=1
[1] https://www.youtube.com/watch?v=gxj4wEg0DWg

[1] https://www.youtube.com/watch?v=oH9_wTC7Azw&feature=youtu.be

[1] https://dl.acm.org/doi/proceedings/10.1145/3392561?cookieSet=1
[1] https://ictd2020.org/remote-attend/media/

Top URLs in Tweet in G6:
[1] https://twitter.com/UniShefEngage/status/1270340294068838401

Top URLs in Tweet in G7:
[1] https://dl.acm.org/doi/abs/10.1145/3392561.3394629?cookieSet=1

Top URLs in Tweet in G8:
[1] https://ictd2020.org/

Top URLs in Tweet in G9:
[1] https://www.pharm-olam.com/blog/rave-csa-supports-remote-monitoring-in-covid-19#utm_source=Organic&utm_medium=Twitter&utm_campaign=PharmOlam_RAVESCA

Top URLs in Tweet in G10:
[1] https://news.psu.edu/story/623734/2020/06/19/academics/bringing-international-conference-online
[1] https://medium.com/unhcr-innovation-service/the-refugee-coding-school-trend-lessons-and-reflections-5b6ee8168bc?source=linkShare-c76be38115f9-1592596112&_branch_match_id=link-802613145881138113

Top Domains
Top Domains in Tweet in Entire Graph:
[15] acm.org
[6] youtube.com
[5] ictd2020.org
[1] pharm-olam.com
[1] psu.edu
[1] medium.com
[1] ac.uk
[1] google.com
[1] twitter.com

Top Domains in Tweet in G3:
[2] ictd2020.org
[1] ac.uk
[1] youtube.com
[1] google.com

Top Domains in Tweet in G4:
[12] acm.org
[5] youtube.com
[2] ictd2020.org

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[1] acm.org

Top Domains in Tweet in G8:
[1] ictd2020.org

Top Domains in Tweet in G9:
[1] pharm-olam.com

Top Domains in Tweet in G10:
[1] psu.edu
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[129] ictd2020
[18] battleagainstsma
[16] ict4d
[12] research
[11] digital
[8] phdchat
[8] academictwitter
[7] clinicaltrialsday
[6] clinicaltrials
[5] academicchatter



Top Hashtags in Tweet in G1:
[19] ictd2020
[18] battleagainstsma
[7] clinicaltrialsday
[5] clinicaltrials
[4] researchers
[4] sma
[4] research
[2] scientists
[2] doctors
[2] twitterworld

Top Hashtags in Tweet in G2:
[51] ictd2020
[1] pennstate
[1] somosespol

Top Hashtags in Tweet in G3:
[15] ict4d
[12] ictd2020
[11] digital
[1] genderequity
[1] dev
[1] socialmedia
[1] humanitarianaid
[1] covid19
[1] digitalfeminism
[1] ictd

Top Hashtags in Tweet in G4:
[35] ictd2020
[8] phdchat
[8] academictwitter
[8] research
[5] academicchatter
[2] phd
[2] msrindia
[2] gender
[1] globalsouth

Top Hashtags in Tweet in G5:
[4] sjh
[3] ictd2020
[3] ppi
[1] biobank
[1] biobanking
[1] cancerresearch

Top Hashtags in Tweet in G6:
[2] ictd2020
[1] covidー19
[1] bepartofresearch

Top Hashtags in Tweet in G7:
[1] ictd2020
[1] platformledupskilling

Top Hashtags in Tweet in G8:
[3] hope
[3] leadership
[3] ict
[3] refugees
[1] ictd2020
[1] ict4d
[1] rohingya
[1] migrants
[1] innovation
[1] future

Top Hashtags in Tweet in G9:
[1] clinicaltrials
[1] covid19
[1] virtualtrials
[1] ctd2020
[1] ictd2020

Top Hashtags in Tweet in G10:
[2] ictd2020

Top Words
Top Words in Tweet in Entire Graph:
[178] #ictd2020
[46] espol
[43] online
[40] paper
[36] curesmaindia
[34] hoy
[34] tuve
[34] honor
[34] speaker
[34] cerrar

Top Words in Tweet in G1:
[36] curesmaindia
[27] #ictd2020
[23] #battleagainstsma
[14] pmoindia
[8] #clinicaltrialsday
[8] india
[8] roche
[6] drharshvardhan
[6] #clinicaltrials
[6] #sma

Top Words in Tweet in G2:
[52] #ictd2020
[45] espol
[34] hoy
[34] tuve
[34] honor
[34] speaker
[34] cerrar
[34] conferencias
[34] hablando
[34] redes

Top Words in Tweet in G3:
[34] #ictd2020
[27] start
[25] #ict4d
[14] #digital
[14] research
[11] rural
[11] paper
[10] online
[10] conf
[10] constructive

Top Words in Tweet in G4:
[46] #ictd2020
[30] online
[24] social
[23] paper
[19] media
[15] joyopal
[14] presented
[14] work
[14] azhagu_meena
[14] drupa_dc

Top Words in Tweet in G5:
[4] #sjh
[4] research
[4] tcddublin
[4] #ictd2020
[4] #ppi
[2] know
[2] carries
[2] important
[2] video
[2] shows

Top Words in Tweet in G6:
[2] mark
[2] #ictd2020
[2] experts
[2] sheffieldhosp
[2] sheffielduni
[2] holding
[2] live
[2] discussion
[2] research
[2] #covidー19

Top Words in Tweet in G7:
[4] platform
[4] led
[4] upskilling
[4] training
[4] marketplace
[4] platforms
[4] provide
[4] vendors
[4] self
[4] employed

Top Words in Tweet in G8:
[3] shared
[3] work
[3] infrastructuring
[3] #hope
[3] solidarity
[3] #leadership
[3] negotiation
[3] #ict
[3] rohingya
[3] #refugees

Top Words in Tweet in G9:
[2] world
[2] covid
[2] 19
[2] remote
[2] monitoring
[2] proving
[2] essential
[2] effectively
[2] monitor
[2] studies

Top Words in Tweet in G10:
[2] #ictd2020

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[34] hoy,tuve
[34] tuve,honor
[34] honor,speaker
[34] speaker,#ictd2020
[34] #ictd2020,cerrar
[34] cerrar,conferencias
[34] conferencias,hablando
[34] hablando,redes
[34] redes,sociales
[34] sociales,aceleradores

Top Word Pairs in Tweet in G1:
[17] #battleagainstsma,#ictd2020
[11] #ictd2020,curesmaindia
[6] curesmaindia,biogen
[6] biogen,roche
[4] clinical,trials
[4] more,#research
[4] help,win
[4] win,#battleagainstsma
[4] mohfw_india,nhpindia
[4] roche,pmoindia

Top Word Pairs in Tweet in G2:
[34] hoy,tuve
[34] tuve,honor
[34] honor,speaker
[34] speaker,#ictd2020
[34] #ictd2020,cerrar
[34] cerrar,conferencias
[34] conferencias,hablando
[34] hablando,redes
[34] redes,sociales
[34] sociales,aceleradores

Top Word Pairs in Tweet in G3:
[10] #ictd2020,conf
[10] constructive,don
[10] don,ts
[10] ts,designing
[10] designing,#digital
[10] #digital,tools
[10] tools,covid
[10] covid,19
[10] 19,response
[10] response,learning

Top Word Pairs in Tweet in G4:
[18] social,media
[13] #phdchat,#academictwitter
[10] presented,paper
[8] azhagu_meena,drupa_dc
[7] #ictd2020,use
[6] extreme,speech
[6] workers,india
[6] media,changed
[6] changed,gets
[6] gets,hired

Top Word Pairs in Tweet in G5:
[2] know,#sjh
[2] #sjh,carries
[2] carries,important
[2] important,research
[2] research,video
[2] video,shows
[2] shows,cancer
[2] cancer,research
[2] research,carried
[2] carried,#sjh

Top Word Pairs in Tweet in G6:
[2] mark,#ictd2020
[2] #ictd2020,experts
[2] experts,sheffieldhosp
[2] sheffieldhosp,sheffielduni
[2] sheffielduni,holding
[2] holding,live
[2] live,discussion
[2] discussion,research
[2] research,#covidー19
[2] #covidー19,details

Top Word Pairs in Tweet in G7:
[4] platform,led
[4] led,upskilling
[4] upskilling,training
[4] training,marketplace
[4] marketplace,platforms
[4] platforms,provide
[4] provide,vendors
[4] vendors,self
[4] self,employed
[4] employed,workers

Top Word Pairs in Tweet in G8:
[3] shared,work
[3] work,infrastructuring
[3] infrastructuring,#hope
[3] #hope,solidarity
[3] solidarity,#leadership
[3] #leadership,negotiation
[3] negotiation,#ict
[3] #ict,rohingya
[3] rohingya,#refugees
[3] #refugees,bangladesh

Top Word Pairs in Tweet in G9:
[2] world,covid
[2] covid,19
[2] 19,remote
[2] remote,monitoring
[2] monitoring,proving
[2] proving,essential
[2] essential,effectively
[2] effectively,monitor
[2] monitor,studies
[2] studies,check

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@espol
@curesmaindia
@joyopal
@drupa_dc
@azhagu_meena
@pmoindia
@msftresearch
@vanessaicm
@jtibau
@siidgroup

Top Mentioned in G1:
@curesmaindia
@pmoindia
@roche
@drharshvardhan
@rarediseasesind
@biogen
@beingsalmankhan
@smaspace
@mohfw_india
@nhpindia

Top Mentioned in G2:
@espol
@vanessaicm
@jtibau
@karlamoralesr
@mvillavi1
@marisolv
@otiliaalejandro
@espochrio
@udeguayaquil

Top Mentioned in G3:
@siidgroup
@sheffieldgeog
@sheffsocscience
@janchvzsanti
@nomadnico
@joyopal
@azhagu_meena
@drupa_dc

Top Mentioned in G4:
@joyopal
@azhagu_meena
@drupa_dc
@msftresearch
@divyasiddarth
@syedazainaba
@varuni_bhatia
@vradithya
@gesuindia
@anmolpanda_

Top Mentioned in G5:
@tcddublin
@newcrossc
@surgery_tcd
@hrbireland
@crdireland
@stjamesdublin
@rachelmlynch
@ppi_ignite_tcd

Top Mentioned in G6:
@sheffieldhosp
@sheffielduni
@shef_research
@sheffieldbrc

Top Mentioned in G7:
@jcdonner

Top Mentioned in G8:
@asu_intldev
@asu_sfis

Top Mentioned in G9:
@pharm_olam

Top Mentioned in G10:
@penn_state

Top Tweeters
Top Tweeters in Entire Graph:
@httweets
@timesofindia
@the_hindu
@silvitabuendia
@abpnews
@academicchatter
@caboludwig
@jefeurbano
@marianitotc
@soymajadero

Top Tweeters in G1:
@httweets
@timesofindia
@the_hindu
@abpnews
@bbchindi
@ddnational
@who
@unicef
@beingsalmankhan
@ttindia

Top Tweeters in G2:
@silvitabuendia
@jefeurbano
@marianitotc
@soymajadero
@lagabysilva
@pilumeneses
@ale_j_t
@claritazambrano
@ghserrano
@karlamoralesr

Top Tweeters in G3:
@caboludwig
@anandstweets
@sheffsocscience
@rksasr
@saiphcita
@evanmpeck
@amyruckes
@dorotheakleine
@sheffieldgeog
@siidgroup

Top Tweeters in G4:
@academicchatter
@digitaldutta
@burnptcruisers
@thankyou4joking
@msftresearch
@blnaveen
@srujanak10
@krngrvr09
@postmodernkatze
@joyopal

Top Tweeters in G5:
@tcddublin
@stjamesdublin
@rachelmlynch
@hrbireland
@surgery_tcd
@shotoole81
@crdireland
@ppi_ignite_tcd
@newcrossc
@mtuttytcd

Top Tweeters in G6:
@sheffielduni
@sheffieldhosp
@crfsheffield
@philippahowsley
@shef_research
@sheffieldbrc

Top Tweeters in G7:
@jcdonner
@cariboudigital
@savitabailur
@qhalahq

Top Tweeters in G8:
@rohingya_update
@faheem_h
@asu_sfis
@asu_intldev

Top Tweeters in G9:
@medidata
@pharm_olam
@medidata_jp

Top Tweeters in G10:
@penn_state
@nasimeshoon