educommission, Twitter, 7/12/2021 12:08:09 PM, 258577


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educommission Twitter NodeXL SNA Map and Report for segunda-feira, 12 julho 2021 at 12:04 UTC
educommission Twitter NodeXL SNA Map and Report for segunda-feira, 12 julho 2021 at 12:04 UTC
From:
rdasilva
Uploaded on:
July 12, 2021
Short Description:
educommission via NodeXL https://bit.ly/3hZM9Yx
@educommission
@heartmender231
@adbpartnerships
@stefanodecupis
@proliperez
@viickieann
@adehmola
@baelajamil
@musarazaoffici1
@aasiyakagha

Top hashtags:
#htht2021
#education
#teachers
#edtech
#htht
#ukfietconf

Description:
Description
The graph represents a network of 86 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, 12 July 2021 at 12:04 UTC.

The tweets in the network were tweeted over the 7-day, 8-hour, 36-minute period from Monday, 05 July 2021 at 02:25 UTC to Monday, 12 July 2021 at 11:01 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 : 86
Unique Edges : 152
Edges With Duplicates : 11
Total Edges : 163
Number of Edge Types : 5
Retweet : 16
MentionsInRetweet : 42
Mentions : 96
Replies to : 8
Tweet : 1
Self-Loops : 1
Reciprocated Vertex Pair Ratio : 0,00645161290322581
Reciprocated Edge Ratio : 0,0128205128205128
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 86
Maximum Edges in a Connected Component : 163
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,782856
Graph Density : 0,0213406292749658
Modularity : 0,608915
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 86 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, 12 July 2021 at 12:04 UTC.

The tweets in the network were tweeted over the 7-day, 8-hour, 36-minute period from Monday, 05 July 2021 at 02:25 UTC to Monday, 12 July 2021 at 11:01 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:
[5] https://www.ukfiet.org/2021/rethinking-the-education-workforce-what-to-expect-from-the-2021-ukfiet-conference/
[5] https://educationcommission.org/delivery-approach-map/
[2] https://theirworld.org/news/how-to-help-teachers-deliver-quality-early-childhood-educatino-for-refugee-chidlren?utm_source=twitter&utm_medium=social
[2] https://www.orgimpactawards.org/
[2] https://twitter.com/QAEDPK/status/1412789765771042817
[1] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DlEpwZo-PPhg%26t%3D20s&gl=PT&m=0&pc=yt&uxe=23983172&hl=pt-PT&src=1
[1] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3Dk9Hr9J7pCpg&gl=PT&m=0&pc=yt&uxe=23983172&hl=pt-PT&src=1
[1] https://meducationalliance.org/2021-symposium/

Top URLs in Tweet in G1:
[4] https://educationcommission.org/delivery-approach-map/
[2] https://theirworld.org/news/how-to-help-teachers-deliver-quality-early-childhood-educatino-for-refugee-chidlren?utm_source=twitter&utm_medium=social
[2] https://www.orgimpactawards.org/
[1] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DlEpwZo-PPhg%26t%3D20s&gl=PT&m=0&pc=yt&uxe=23983172&hl=pt-PT&src=1
[1] https://meducationalliance.org/2021-symposium/
[1] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3Dk9Hr9J7pCpg&gl=PT&m=0&pc=yt&uxe=23983172&hl=pt-PT&src=1

Top URLs in Tweet in G3:
[1] https://educationcommission.org/delivery-approach-map/

Top URLs in Tweet in G6:
[2] https://twitter.com/QAEDPK/status/1412789765771042817

Top URLs in Tweet in G7:
[5] https://www.ukfiet.org/2021/rethinking-the-education-workforce-what-to-expect-from-the-2021-ukfiet-conference/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] htht2021
[9] education
[8] teachers
[6] edtech
[6] htht
[5] ukfietconf
[5] buildingbackbetter
[5] teaching
[5] wellbeing
[4] deliveryapproaches



Top Hashtags in Tweet in G1:
[10] htht2021
[7] education
[5] edtech
[4] htht
[3] deliveryapproaches
[3] deliveredu
[3] halseyrogers
[3] covid
[2] hightouch
[2] hightech

Top Hashtags in Tweet in G3:
[2] sdg4
[2] education4all
[1] deliveryapproaches
[1] education
[1] deliveredu

Top Hashtags in Tweet in G6:
[2] edtechpathway
[2] turnonmotivation
[2] letsdoit
[2] workforcedevelopment
[2] htht2021
[1] education
[1] teachers
[1] edtech

Top Hashtags in Tweet in G7:
[5] ukfietconf
[5] buildingbackbetter
[5] teachers
[5] teaching
[5] wellbeing

Top Hashtags in Tweet in G8:
[2] htht

Top Words
Top Words in Tweet in Entire Graph:
[20] educommission
[18] education
[12] #htht2021
[11] focus
[10] learning
[10] high
[9] #education
[8] 2021
[8] #teachers
[8] digital

Top Words in Tweet in G1:
[10] #htht2021
[10] education
[8] high
[7] learning
[7] #education
[5] digital
[5] #edtech
[4] initiative's
[4] global
[4] mapping

Top Words in Tweet in G2:
[2] 1african_child
[2] victoriaibiwoye
[2] learneq
[2] unesco
[2] bettyowa
[2] kendi_muthomi
[2] usaideducation
[2] educommission
[2] gpforeducation
[2] impactwithosd

Top Words in Tweet in G3:
[4] rsfawe
[2] #sdg4
[2] #education4all
[2] burner
[2] follow
[2] unesco
[2] wbg_education
[2] gpforeducation
[2] unicefeducation
[2] educannotwait

Top Words in Tweet in G6:
[3] schooledupunjab
[3] drmuradpti
[3] microsoftteams
[3] itacecorg
[3] aserpakistan
[3] educommission
[3] digital
[2] baelajamil
[2] waah
[2] congratulations

Top Words in Tweet in G7:
[5] rethinking
[5] education
[5] workforce
[5] expect
[5] 2021
[5] ukfiet
[5] conference
[5] highlights
[5] #ukfietconf
[5] themes

Top Words in Tweet in G8:
[2] adbi
[2] dean
[2] tetsushi
[2] sonobe
[2] discussed
[2] importance
[2] assessing
[2] technology
[2] integration
[2] education

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5] rethinking,education
[5] education,workforce
[5] workforce,expect
[5] expect,2021
[5] 2021,ukfiet
[5] ukfiet,conference
[5] conference,highlights
[5] highlights,#ukfietconf
[5] #ukfietconf,themes
[5] themes,focus

Top Word Pairs in Tweet in G1:
[4] initiative's,global
[4] global,mapping
[3] #deliveryapproaches,#education
[3] #education,place
[3] place,past
[3] past,25
[3] 25,#deliveredu
[3] #deliveredu,initiative's
[3] mapping,da's
[3] da's,152

Top Word Pairs in Tweet in G2:
[2] 1african_child,victoriaibiwoye
[2] victoriaibiwoye,learneq
[2] learneq,unesco
[2] unesco,bettyowa
[2] bettyowa,kendi_muthomi
[2] kendi_muthomi,usaideducation
[2] usaideducation,educommission
[2] educommission,gpforeducation
[2] gpforeducation,impactwithosd
[2] impactwithosd,edsupportuk

Top Word Pairs in Tweet in G3:
[2] #sdg4,#education4all
[2] #education4all,burner
[2] burner,follow
[2] follow,unesco
[2] unesco,wbg_education
[2] wbg_education,gpforeducation
[2] gpforeducation,unicefeducation
[2] unicefeducation,educannotwait
[2] educannotwait,ungei
[2] ungei,unhcr_education

Top Word Pairs in Tweet in G6:
[3] schooledupunjab,drmuradpti
[3] itacecorg,aserpakistan
[3] aserpakistan,educommission
[2] congratulations,schooledupunjab
[2] drmuradpti,mobilization
[2] mobilization,teachers
[2] teachers,accelerated
[2] accelerated,#edtechpathway
[2] #edtechpathway,microsoftteams
[2] microsoftteams,#turnonmotivation

Top Word Pairs in Tweet in G7:
[5] rethinking,education
[5] education,workforce
[5] workforce,expect
[5] expect,2021
[5] 2021,ukfiet
[5] ukfiet,conference
[5] conference,highlights
[5] highlights,#ukfietconf
[5] #ukfietconf,themes
[5] themes,focus

Top Word Pairs in Tweet in G8:
[2] adbi,dean
[2] dean,tetsushi
[2] tetsushi,sonobe
[2] sonobe,discussed
[2] discussed,importance
[2] importance,assessing
[2] assessing,technology
[2] technology,integration
[2] integration,education
[2] education,systems

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@educommission
@gpforeducation
@wbg_education
@letsgetlearning
@openuniversity
@unesco
@usaideducation
@unicefeducation
@ungei
@unhcr_education

Top Mentioned in G1:
@wbg_education
@namgipark
@microsoftedu
@anthonysalcito
@baelajamil
@maysajalbout
@kdbully
@amyfcbellinger
@meducation_a
@gpforeducation

Top Mentioned in G2:
@victoriaibiwoye
@learneq
@unesco
@bettyowa
@kendi_muthomi
@usaideducation
@educommission
@gpforeducation
@impactwithosd
@edsupportuk

Top Mentioned in G3:
@unesco
@wbg_education
@gpforeducation
@unicefeducation
@educannotwait
@ungei
@unhcr_education
@educommission
@adeanet
@au_cieffa

Top Mentioned in G4:
@gatesfoundation
@billgates
@ungei
@fcdoeducation
@unhcr_education
@gbceducation
@ipneducation
@eiegenevahub
@globaleducation
@education2030un

Top Mentioned in G5:
@gatesfoundation
@chevron
@creditsuisse
@eaa_foundation
@educommission
@jpmorgan
@ndb_int
@rockefellerfdn

Top Mentioned in G6:
@schooledupunjab
@drmuradpti
@microsoftteams
@itacecorg
@aserpakistan
@educommission
@baelajamil
@microsoftedu
@anthonysalcito

Top Mentioned in G7:
@letsgetlearning
@openuniversity
@educommission

Top Mentioned in G8:
@educommission
@tvchosunnews
@riiid_labs

Top Tweeters
Top Tweeters in Entire Graph:
@olumideidowu
@scalarhumanity
@tvchosunnews
@reekadobanks
@abdoulr37230833
@tenientertainer
@microsoftedu
@openuniversity
@unesco
@microsoftteams

Top Tweeters in G1:
@olumideidowu
@scalarhumanity
@reekadobanks
@abdoulr37230833
@tenientertainer
@microsoftedu
@wbg_education
@nomcebozikode
@theirworld
@piregistry

Top Tweeters in G2:
@unesco
@gpforeducation
@bettyowa
@victoriaibiwoye
@edsupportuk
@adehmola
@usaideducation
@1african_child
@viickieann
@learneq

Top Tweeters in G3:
@unicefeducation
@educannotwait
@ungei
@stefanodecupis
@adeanet
@unhcr_education
@proliperez
@teachersfor2030
@rsfawe
@vvobvzw

Top Tweeters in G4:
@gemreport
@oecdeduskills
@education2030un
@gbceducation
@globaleducation
@billgates
@fcdoeducation
@ipneducation
@heartmender231
@eiegenevahub

Top Tweeters in G5:
@rockefellerfdn
@chevron
@gatesfoundation
@eaa_foundation
@creditsuisse
@jpmorgan
@akdn
@ndb_int
@adbpartnerships

Top Tweeters in G6:
@microsoftteams
@drmuradpti
@baelajamil
@aasiyakagha
@itacecorg
@schooledupunjab
@aserpakistan
@musarazaoffici1

Top Tweeters in G7:
@openuniversity
@mcgrath_simon
@sandra_bax
@ukfiet
@real_centre
@janmichaelabril
@letsgetlearning

Top Tweeters in G8:
@tvchosunnews
@adbinstitute
@keubsr
@riiid_labs