@educommission, Twitter, 3/29/2021 9:38:38 AM, 251476


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@educommission Twitter NodeXL SNA Map and Report for segunda-feira, 29 março 2021 at 09:26 UTC
@educommission Twitter NodeXL SNA Map and Report for segunda-feira, 29 março 2021 at 09:26 UTC
From:
rdasilva
Uploaded on:
March 29, 2021
Short Description:
@educommission via NodeXL https://bit.ly/2PAO8Iq
@educommission
@ukfiet
@yakamajones
@emmygol02845900
@withoutyoufoun1
@attfieldian
@lanreshaper
@educannotwait
@fcdoeducation
@fab_inc_dev

Top hashtags:
#saveourfuture
#leavenogirlbehind
#eduworkforceseasia
#education

Description:
Description
The graph represents a network of 101 Twitter users whose recent tweets contained "@educommission", 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 Monday, 29 March 2021 at 09:26 UTC.

The tweets in the network were tweeted over the 6-day, 1-hour, 50-minute period from Monday, 22 March 2021 at 07:40 UTC to Sunday, 28 March 2021 at 09:30 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 : 101
Unique Edges : 185
Edges With Duplicates : 110
Total Edges : 295
Number of Edge Types : 4
Replies to : 7
Mentions : 139
Retweet : 40
MentionsInRetweet : 109
Self-Loops : 0
Reciprocated Vertex Pair Ratio : 0,0382775119617225
Reciprocated Edge Ratio : 0,0737327188940092
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 101
Maximum Edges in a Connected Component : 295
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,637585
Graph Density : 0,0214851485148515
Modularity : 0,401976
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 101 Twitter users whose recent tweets contained "@educommission", 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 Monday, 29 March 2021 at 09:26 UTC.

The tweets in the network were tweeted over the 6-day, 1-hour, 50-minute period from Monday, 22 March 2021 at 07:40 UTC to Sunday, 28 March 2021 at 09:30 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 : @educommission
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:
[6] https://teachertaskforce.org/blog/enhancing-teacher-deployment-sierra-leone-using-spatial-analysis-address-disparity
[4] https://educationcommission.org/updates/the-roaring-twenties-educating-the-covid-19-generation/
[4] https://twitter.com/StefanoDeCupis/status/1374049062845087753
[3] https://www.youtube.com/watch?v=sbB6CtC3Yis

[2] https://twitter.com/JonLambe/status/1375064763378642953
[2] https://twitter.com/UNBBCom/status/1375093371237236736
[2] https://www.ukfiet.org/conference/rethinking-the-education-workforce/
[2] https://twitter.com/UKFIET/status/1366348847325335555
[1] https://twitter.com/JonLambe/status/1375067789829017602
[1] https://twitter.com/JonLambe/status/1375066046000939008

Top URLs in Tweet in G1:
[3] https://educationcommission.org/updates/the-roaring-twenties-educating-the-covid-19-generation/
[3] https://twitter.com/StefanoDeCupis/status/1374049062845087753
[1] https://www.youtube.com/watch?v=CGKFbz4HyfE

[1] https://twitter.com/JonLambe/status/1375067789829017602
[1] https://twitter.com/JonLambe/status/1375066046000939008

Top URLs in Tweet in G2:
[1] https://teachertaskforce.org/blog/enhancing-teacher-deployment-sierra-leone-using-spatial-analysis-address-disparity
[1] https://www.ukfiet.org/conference/rethinking-the-education-workforce/
[1] https://twitter.com/UKFIET/status/1366348847325335555

Top URLs in Tweet in G4:
[3] https://www.youtube.com/watch?v=sbB6CtC3Yis

[2] https://twitter.com/UNBBCom/status/1375093371237236736
[2] https://twitter.com/JonLambe/status/1375064763378642953
[1] https://educationcommission.org/updates/the-roaring-twenties-educating-the-covid-19-generation/
[1] https://twitter.com/StefanoDeCupis/status/1374049062845087753
[1] https://www.ukfiet.org/conference/rethinking-the-education-workforce/
[1] https://twitter.com/UKFIET/status/1366348847325335555
[1] https://nation.com.pk/24-Mar-2021/whites-have-more-access-to-in-person-education-survey

Top URLs in Tweet in G5:
[1] https://twitter.com/jones_yak/status/1374797556685926400

Top URLs in Tweet in G6:
[5] https://teachertaskforce.org/blog/enhancing-teacher-deployment-sierra-leone-using-spatial-analysis-address-disparity

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] saveourfuture
[33] leavenogirlbehind
[21] eduworkforceseasia
[18] education
[12] girlseducation
[8] learningteams
[7] eduworkforcelebanon
[6] educationworkforce
[6] learningteam
[6] buildbackbetter



Top Hashtags in Tweet in G1:
[22] saveourfuture
[20] leavenogirlbehind
[11] eduworkforceseasia
[6] girlseducation
[5] learningteam
[4] learningteams
[3] educationemergency
[3] education
[2] schoolleadership
[2] nepal

Top Hashtags in Tweet in G2:
[3] educationworkforce
[3] buildbackbetter
[3] education
[1] supportteachers
[1] ewi

Top Hashtags in Tweet in G3:
[1] edutwitter
[1] taskmanagement
[1] studying
[1] un
[1] askquestions
[1] notes
[1] management
[1] space
[1] studyabroad
[1] school

Top Hashtags in Tweet in G4:
[16] saveourfuture
[13] leavenogirlbehind
[11] education
[10] eduworkforceseasia
[6] girlseducation
[4] choosetochallenge
[4] iwd2021
[4] learningteams
[3] eduworkforcelebanon
[3] buildbackbetter

Top Hashtags in Tweet in G5:
[1] radicalinclusion
[1] education
[1] sierraleone
[1] sdg4

Top Hashtags in Tweet in G6:
[5] supportteachers
[4] eduworkforcelebanon
[3] gisfored

Top Words
Top Words in Tweet in Entire Graph:
[38] #saveourfuture
[37] savefuturenow
[33] #leavenogirlbehind
[33] fcdogec
[24] event
[23] educommission
[23] girls
[21] #eduworkforceseasia
[21] adb_hq
[21] education

Top Words in Tweet in G1:
[22] #saveourfuture
[20] #leavenogirlbehind
[20] savefuturenow
[19] fcdogec
[15] girls
[13] learning
[12] education
[11] #eduworkforceseasia
[11] event
[11] adb_hq

Top Words in Tweet in G2:
[5] ukfiet
[4] educommission
[4] ideas
[3] kaite_godwin
[3] #educationworkforce
[3] #buildbackbetter
[3] #education
[2] idpf
[2] believe
[2] education

Top Words in Tweet in G3:
[4] educommission
[3] unesco
[3] en
[3] eaa_foundation
[2] la
[2] par
[2] jour
[2] et
[2] pour
[2] areai4africa

Top Words in Tweet in G4:
[16] savefuturenow
[16] #saveourfuture
[14] fcdogec
[13] #leavenogirlbehind
[11] #education
[10] #eduworkforceseasia
[10] adb_hq
[9] event
[8] girls
[7] education

Top Words in Tweet in G6:
[9] fab_inc_dev
[7] equitable
[7] workforce
[6] teachers
[6] distribution
[5] students
[5] rural
[5] remote
[5] lack
[5] access

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[26] #saveourfuture,savefuturenow
[23] #leavenogirlbehind,#saveourfuture
[23] savefuturenow,fcdogec
[20] fcdogec,adb_hq
[14] #eduworkforceseasia,event
[9] girls,learning
[8] takes,village
[8] village,raise
[8] raise,child
[7] girls,marginalized

Top Word Pairs in Tweet in G1:
[15] #leavenogirlbehind,#saveourfuture
[14] #saveourfuture,savefuturenow
[14] savefuturenow,fcdogec
[10] fcdogec,adb_hq
[9] #eduworkforceseasia,event
[6] girls,learning
[5] takes,village
[5] village,raise
[5] raise,child
[5] child,#learningteam

Top Word Pairs in Tweet in G2:
[3] ideas,#buildbackbetter
[3] #buildbackbetter,#education
[2] educommission,ukfiet
[2] ukfiet,kaite_godwin
[2] kaite_godwin,idpf
[2] idpf,believe
[2] believe,education
[2] education,conquer
[2] conquer,world's
[2] world's,problems

Top Word Pairs in Tweet in G3:
[2] eaa_foundation,pratham_india
[2] unhcr_education,unesco

Top Word Pairs in Tweet in G4:
[12] #saveourfuture,savefuturenow
[10] fcdogec,adb_hq
[9] savefuturenow,fcdogec
[8] #leavenogirlbehind,#saveourfuture
[5] #eduworkforceseasia,event
[5] global,community
[4] #choosetochallenge,#iwd2021
[4] 1st,female
[4] ensure,sustainable
[4] #eduworkforceseasia,dialogue

Top Word Pairs in Tweet in G6:
[5] students,rural
[5] rural,remote
[5] remote,lack
[5] lack,access
[5] access,qualified
[5] qualified,teachers
[5] teachers,read
[5] read,spatial
[5] spatial,analysis
[5] analysis,sierra

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@savefuturenow
@fcdogec
@adb_hq
@educommission
@fab_inc_dev
@tpdatscale
@pratham_india
@paulatherton13
@mercycorps
@jonlambe

Top Mentioned in G1:
@savefuturenow
@fcdogec
@adb_hq
@tpdatscale
@pratham_india
@educommission
@mercycorps
@attfieldian
@amybellinger
@jonlambe

Top Mentioned in G2:
@ukfiet
@kaite_godwin
@educommission
@ipneducation
@fcdoeducation
@liz_sugg
@kevinatsave
@juliagillardgpe
@aliciah_1

Top Mentioned in G3:
@unesco
@eaa_foundation
@educommission
@pratham_india
@educannotwait
@unhcr_education
@edugist_ng
@gesforum
@education2030un
@gemreport

Top Mentioned in G4:
@savefuturenow
@fcdogec
@adb_hq
@officegsbrown
@educommission
@fab_inc_dev
@tpdatscale
@jonlambe
@baelajamil
@globaledtechhub

Top Mentioned in G5:
@youtube
@mobsse_sl
@fcdogovuk
@worldbank
@kobibentley
@gaylemartin222
@educommission
@epg_edu
@esindayigaya

Top Mentioned in G6:
@fab_inc_dev
@paulatherton13
@educommission
@globaledtechhub
@gregoryelacqua
@savefuturenow
@bjoernhassler

Top Tweeters
Top Tweeters in Entire Graph:
@lalojimjuarez
@the_nation
@thisweekinnepal
@tdoylecarasol
@un
@marianatrobosky
@adb
@adb_hq
@worldbank
@fcdogovuk

Top Tweeters in G1:
@lalojimjuarez
@thisweekinnepal
@marianatrobosky
@adb
@adb_hq
@marketerncust
@abetterinnovat1
@mercycorps
@thebestinph
@richardbridle

Top Tweeters in G2:
@cgdev
@ids_uk
@fp2p
@bondngo
@kevinatsave
@yasminesherif1
@ineetweets
@stephentwigg
@ukfiet
@riseprogramme

Top Tweeters in G3:
@lanreshaper
@unesco
@gpforeducation
@gemreport
@cocacolaco
@oecdeduskills
@agbajegoriite
@ukinnigeria
@educannotwait
@gesforum

Top Tweeters in G4:
@the_nation
@tdoylecarasol
@un
@save_children
@baelajamil
@educommission
@ituatunhq
@unbbcom
@fcdoeducation
@hellethorning_s

Top Tweeters in G5:
@worldbank
@fcdogovuk
@youtube
@yakamajones
@epg_edu
@kobibentley
@mobsse_sl
@gaylemartin222
@esindayigaya

Top Tweeters in G6:
@eduint
@paulatherton13
@gregoryelacqua
@paragonmubeen
@teachersfor2030
@bjoernhassler
@globaledtechhub
@nsfdevelopments
@fab_inc_dev


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