#DigitalLearning, Twitter, 5/23/2022 1:38:57 AM, 276850


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#DigitalLearning_2022-05-22_18-15-00.xlsx
#DigitalLearning_2022-05-22_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2022
Short Description:
#DigitalLearning via NodeXL https://bit.ly/3ySOyOE
@learntechfr
@markj_ohnson
@russpoulin
@parents4support
@scalarhumanity
@smartecocity
@educationbnb
@sagsonportal
@slcteachlearn
@blkhwk0ps

Top hashtags:
#digitallearning
#edtech
#learning
#ltfrance
#elearning

Description:
Description
The graph represents a network of 1,011 Twitter users whose tweets in the requested range contained "#DigitalLearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 23 May 2022 at 01:17 UTC.

The requested start date was Monday, 23 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 0-hour, 30-minute period from Monday, 09 May 2022 at 05:30 UTC to Sunday, 22 May 2022 at 06:00 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 : 1011
Unique Edges : 761
Edges With Duplicates : 1510
Total Edges : 2271
Number of Edge Types : 5
Retweet : 530
MentionsInRetweet : 768
Mentions : 468
Tweet : 493
Replies to : 12
Self-Loops : 499
Reciprocated Vertex Pair Ratio : 0.0799584631360332
Reciprocated Edge Ratio : 0.148076923076923
Connected Components : 297
Single-Vertex Connected Components : 148
Maximum Vertices in a Connected Component : 283
Maximum Edges in a Connected Component : 1100
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.650922
Graph Density : 0.00101849947606037
Modularity : 0.466682
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,011 Twitter users whose tweets in the requested range contained "#DigitalLearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 23 May 2022 at 01:17 UTC.

The requested start date was Monday, 23 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 0-hour, 30-minute period from Monday, 09 May 2022 at 05:30 UTC to Sunday, 22 May 2022 at 06:00 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 : GraphServerTwitterSearch
Graph Term : #DigitalLearning
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:
[34] https://edtechmagazine.com/k12/article/2022/04/top-3-ways-future-proof-your-k-12-network
[30] https://www.learningtechnologiesfrance.com/planifiez-votre-visite
[10] https://rfg.circdata.com/publish/LTP22_VIP_FR/?source=TACTILEO/MASKOTT
[8] https://www.justlearning.in/
[8] https://www.ecomscotland.com/news/ecom-scotland-a-g-cloud-12-supplier/
[6] https://www.learningtechnologiesfrance.com/
[5] https://lakewood.edu/
[5] https://www.learningliftoff.com/tips-scheduling-online-school-day/#.YoLkbK8sAgE.twitter
[4] https://wcet.wiche.edu/frontiers/2022/05/17/accreditation-quality-and-changes-in-digital-learning/
[4] https://learningnews.com/news/thrive/2022/matalan-joins-forces-with-digital-learning-and-skills-specialist-thrive-to-fuel-business-growth

Top URLs in Tweet in G1:
[29] https://edtechmagazine.com/k12/article/2022/04/top-3-ways-future-proof-your-k-12-network
[8] https://www.ecomscotland.com/news/ecom-scotland-a-g-cloud-12-supplier/
[3] https://www.littlemoose.education/
[2] https://www.edupartner.ch/content-first-strategie-mit-utb/
[2] https://therookee.com/signUp
[2] https://twitter.com/AdeccoFrance/status/1525808267687088130
[1] https://twitter.com/ASIC_LTD/status/1523653618079264770
[1] http://www.biieducation.com/me-edx-summit-register/
[1] https://dblp.ucnedu.org/emergence-of-digitalization-in-the-indian-education-system-a-necessity-or-an-option/
[1] https://twitter.com/harvard/status/1523401856948473856

Top URLs in Tweet in G2:
[30] https://www.learningtechnologiesfrance.com/planifiez-votre-visite
[10] https://rfg.circdata.com/publish/LTP22_VIP_FR/?source=TACTILEO/MASKOTT
[6] https://www.learningtechnologiesfrance.com/
[3] https://www.learningtechnologiesfrance.com/Accueil
[1] https://rfg.circdata.com/publish/LTP22_Visitor_FR/?_ga=2.177112101.1044964440.1651843820-1666287876.1648818198
[1] https://rfg.circdata.com/publish/LTP22_Visitor_FR/?_ga=2.144216629.1875962543.1652444757-1666287876.1648818198
[1] https://www.dokki.app/les-cas-dusage/?utm_source=RS&utm_medium=post&utm_campaign=post_19-05&utm_id=Cas+d'Usage
[1] https://www.learningtechnologiesfrance.com/librairie-du-digital-learning
[1] https://www.learningtechnologiesfrance.com/news/formation-lumi%C3%A8re-sur-le-d%C3%A9veloppement-personnel
[1] https://www.learningtechnologiesfrance.com/news/gagner-ladh%C3%A9sion-des-managers-la-cl%C3%A9-du-succ%C3%A8s-en-formation

Top URLs in Tweet in G3:
[8] https://www.justlearning.in/
[5] https://edtechmagazine.com/k12/article/2022/04/top-3-ways-future-proof-your-k-12-network
[5] https://www.learningliftoff.com/tips-scheduling-online-school-day/#.YoLkbK8sAgE.twitter
[5] https://lakewood.edu/
[3] https://www.youtube.com/watch?v=HejXRHpzXuE&feature=youtu.be

[3] https://www.learningliftoff.com/is-your-child-falling-behind-heres-how-to-best-support-them/#.Ynmg-lBwCyg.twitter
[3] https://your.learner.online/
[2] https://us02web.zoom.us/meeting/register/tZ0ocu-qrTMrHtZopEuQedDyutSNSnL2TtcE
[1] https://www.instinct.co.uk/job-results/?keyword=&jobtype=
[1] https://www.youtube.com/watch?v=p44ObxHrEyo


Top URLs in Tweet in G4:
[4] https://wcet.wiche.edu/frontiers/2022/05/17/accreditation-quality-and-changes-in-digital-learning/
[3] https://www.qualitymatters.org/sites/default/files/research-docs-pdfs/Course-Design-Considerations-for-Inclusion-and-Representation.pdf
[3] http://hillkm.com/EDUC_715/Unit_2/vogel_walcutt_et_al_2011.pdf
[2] https://bayviewanalytics.qualtrics.com/jfe/form/SV_9zQZxqFWl1ZOshU
[2] https://wcet.wiche.edu/frontiers/2022/05/19/the-future-of-faculty-development-in-the-digital-age/
[1] https://tcinstitute.com/rv/ff009094139aef91e3e246d910459b17147b1ff2/p=1297019?utm_source=Concep%20Send&utm_medium=Email&utm_campaign=New+GAO+report+signals+increased+scrutiny+of+Higher+Ed+contracts+with+online+program+managers,05%2f10%2f2022
[1] https://www.govtech.com/network/what-states-should-know-as-federal-digital-equity-money-arrives
[1] https://twitter.com/wcet_info/status/1526910978201243648
[1] https://twitter.com/PhilOnEdTech/status/1527288440420651009
[1] https://twitter.com/EveryLearnerNet/status/1525959276392595457

Top URLs in Tweet in G5:
[1] https://www.examity.com/ims-global-learning-impact-2022/?utm_medium=social&utm_source=twitter&utm_campaign=social
[1] https://examity.com/how-to-successfully-introduce-online-proctoring-into-your-course?utm_medium=social&utm_source=twitter&utm_campaign=social
[1] https://www.masscue.org/event/meetingstudentneeds/?event_date=2022-07-12

Top URLs in Tweet in G6:
[1] https://twitter.com/jessica_bates/status/1523590300861534210

Top URLs in Tweet in G7:
[1] https://twitter.com/NLDigitalSchool/status/1463173672605257731

Top URLs in Tweet in G10:
[3] https://www.eventbrite.com/e/coursera-x-grow-with-google-uk-learner-information-session-tickets-214214119197?aff=DWP
[1] https://learndigital.withgoogle.com/digitalgarage/courses?category=career_development

Top Domains
Top Domains in Tweet in Entire Graph:
[44] learningtechnologiesfrance.com
[34] edtechmagazine.com
[31] twitter.com
[16] circdata.com
[13] youtube.com
[10] learningnews.com
[10] google.com
[8] justlearning.in
[8] co.uk
[8] learningliftoff.com

Top Domains in Tweet in G1:
[29] edtechmagazine.com
[9] twitter.com
[8] ecomscotland.com
[4] youtube.com
[4] sociabble.com
[3] littlemoose.education
[2] linkedin.com
[2] vimeo.com
[2] co.uk
[2] instagram.com

Top Domains in Tweet in G2:
[44] learningtechnologiesfrance.com
[15] circdata.com
[2] linkedin.com
[2] apave.fr
[2] youtube.com
[2] teachonmars.com
[1] dokki.app
[1] crenov8.com
[1] welcometothejungle.com
[1] enovationsolutions.fr

Top Domains in Tweet in G3:
[8] justlearning.in
[8] learningliftoff.com
[6] lakewood.edu
[5] youtube.com
[5] edtechmagazine.com
[3] edvantic.com
[3] twitter.com
[3] facebook.com
[3] zoom.us
[3] learner.online

Top Domains in Tweet in G4:
[8] wiche.edu
[6] google.com
[3] qualitymatters.org
[3] twitter.com
[3] everylearnereverywhere.org
[3] hillkm.com
[2] qualtrics.com
[2] proquest.com
[2] erudit.org
[2] ed.gov

Top Domains in Tweet in G5:
[2] examity.com
[1] masscue.org

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

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G10:
[3] eventbrite.com
[1] withgoogle.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[882] digitallearning
[151] edtech
[137] learning
[121] ltfrance
[101] elearning
[90] education
[81] onlinelearning
[76] formation
[48] formpro
[45] distancelearning



Top Hashtags in Tweet in G1:
[206] digitallearning
[58] edtech
[31] k12
[30] learning
[28] elearning
[28] education
[21] teachers
[17] onlinelearning
[16] digital
[14] students

Top Hashtags in Tweet in G2:
[152] digitallearning
[116] ltfrance
[64] learning
[53] formation
[46] formpro
[29] lnd
[28] edtech
[22] apprentissage
[16] tactileo
[15] adaptive

Top Hashtags in Tweet in G3:
[104] digitallearning
[42] distancelearning
[41] onlinelearning
[31] education
[23] elearning
[16] learning
[15] edtech
[14] eadl22
[13] virtuallearning
[11] sagson

Top Hashtags in Tweet in G4:
[82] digitallearning
[16] highered
[12] mondaymotivation
[10] accreditation
[9] wednesdaywisdom
[8] onlinelearning
[8] edtech
[8] tuesdaytips
[7] thursdaytips
[6] edpolicy

Top Hashtags in Tweet in G5:
[18] digitallearning
[12] edtech
[4] masscue
[4] assistivetechnology
[3] educationtechnology
[3] edutecalliance
[3] innovation
[2] edutec
[2] teamexamity
[2] jres2022

Top Hashtags in Tweet in G6:
[2] digitallearning
[1] librarianship
[1] cilipaccredited
[1] pgdipmsc
[1] libraryinfomgmt
[1] infowebinar
[1] howtoapply

Top Hashtags in Tweet in G7:
[3] digitallearning
[3] immersiveclassroom
[2] digilearnscot
[1] coding
[1] digitalskills
[1] proudht

Top Hashtags in Tweet in G8:
[1] course
[1] digitallearning

Top Hashtags in Tweet in G9:
[3] ela22
[3] digitallearning
[1] ela2022
[1] rwanda
[1] kigali
[1] elearning
[1] mtutor
[1] mschool
[1] staylearnedstayahead
[1] tvet

Top Hashtags in Tweet in G10:
[4] digitallearning
[1] bcinfo

Top Words
Top Words in Tweet in Entire Graph:
[882] #digitallearning
[342] learning
[183] digital
[153] learntechfr
[148] #edtech
[137] #learning
[121] #ltfrance
[117] more
[107] stand
[105] online

Top Words in Tweet in G1:
[206] #digitallearning
[58] #edtech
[43] learning
[33] schools
[32] keep
[31] network
[31] #k12
[30] #learning
[30] upgrades
[30] consider

Top Words in Tweet in G2:
[152] #digitallearning
[149] learntechfr
[116] #ltfrance
[93] stand
[67] salon
[64] #learning
[54] learning
[53] #formation
[46] #formpro
[44] notre

Top Words in Tweet in G3:
[104] #digitallearning
[45] learning
[42] #distancelearning
[41] #onlinelearning
[31] #education
[28] school
[26] parents4support
[25] क
[25] more
[25] online

Top Words in Tweet in G4:
[82] #digitallearning
[36] learning
[27] online
[17] russpoulin
[16] wcet_info
[16] #highered
[15] course
[14] research
[12] #mondaymotivation
[11] wcet

Top Words in Tweet in G5:
[18] #digitallearning
[12] #edtech
[10] ready
[10] friedtechnology
[10] summerfordstars
[10] techamys
[9] learning
[8] getting
[8] begin
[8] session

Top Words in Tweet in G6:
[23] anyone
[23] library
[23] interested
[21] jessica_bates
[18] please
[18] share
[18] working
[18] online
[18] study
[18] professional

Top Words in Tweet in G7:
[7] p5
[7] absolutely
[7] loved
[7] trying
[7] micro
[7] bits
[7] today
[7] quiet
[7] buzz
[7] class

Top Words in Tweet in G8:
[2] create
[2] online
[2] courses
[2] developers

Top Words in Tweet in G9:
[13] atingi_elearn
[11] brite_project1
[9] elaconference
[7] fantastic
[7] comes
[7] close
[7] today
[7] ends
[7] panel
[7] discussion

Top Words in Tweet in G10:
[9] google
[9] free
[9] online
[8] partnered
[8] dwp
[8] offer
[8] flexible
[8] training
[8] jobseekers
[8] uk

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[92] digital,learning
[44] salon,learntechfr
[40] upgrades,#k12
[40] #k12,schools
[40] schools,consider
[40] consider,order
[40] order,keep
[40] keep,network
[40] network,demands
[40] demands,today's

Top Word Pairs in Tweet in G1:
[30] upgrades,#k12
[30] #k12,schools
[30] schools,consider
[30] consider,order
[30] order,keep
[30] keep,network
[30] network,demands
[30] demands,today's
[30] today's,#digitallearning
[30] #digitallearning,environments

Top Word Pairs in Tweet in G2:
[42] salon,learntechfr
[32] 19,mai
[31] #ltfrance,#digitallearning
[26] 18,19
[25] #learning,#digitallearning
[24] rejoignez,salle
[22] ici,#ltfrance
[21] votre,visite
[21] rdv,stand
[20] #digitallearning,#formpro

Top Word Pairs in Tweet in G3:
[19] #distancelearning,#digitallearning
[15] online,learning
[15] #onlinelearning,#digitallearning
[11] #sagson,#sagsonportal
[10] know,more
[10] more,visit
[10] story,share
[10] share,related
[10] related,blended
[10] blended,online

Top Word Pairs in Tweet in G4:
[11] #mondaymotivation,#digitallearning
[7] wcet_info,annual
[7] annual,meeting
[7] olctoday,cdlra_acrfl
[7] cdlra_acrfl,upcea
[7] upcea,qmprogram
[7] qmprogram,bayviewsurveys
[7] bayviewsurveys,nicole
[7] nicole,johnson
[7] #tuesdaytips,#digitallearning

Top Word Pairs in Tweet in G5:
[10] friedtechnology,summerfordstars
[10] summerfordstars,techamys
[8] getting,ready
[8] ready,begin
[8] begin,friedtechnology
[8] techamys,session
[8] session,best
[8] best,practices
[8] practices,#digitallearning
[7] brunosclass,getting

Top Word Pairs in Tweet in G6:
[18] please,share
[18] share,anyone
[18] anyone,working
[18] working,library
[18] library,interested
[18] interested,online
[18] online,study
[18] study,professional
[17] jessica_bates,please
[17] professional,librar

Top Word Pairs in Tweet in G7:
[7] p5,absolutely
[7] absolutely,loved
[7] loved,trying
[7] trying,micro
[7] micro,bits
[7] bits,today
[7] today,quiet
[7] quiet,buzz
[7] buzz,class
[7] class,engaged

Top Word Pairs in Tweet in G8:
[2] online,courses

Top Word Pairs in Tweet in G9:
[7] fantastic,elaconference
[7] elaconference,comes
[7] comes,close
[7] close,today
[7] today,atingi_elearn
[7] atingi_elearn,ends
[7] ends,panel
[7] panel,discussion
[6] yesterday,very
[6] very,brite_project1

Top Word Pairs in Tweet in G10:
[8] google,partnered
[8] partnered,dwp
[8] dwp,offer
[8] offer,free
[8] free,flexible
[8] flexible,online
[8] online,training
[8] training,jobseekers
[8] jobseekers,uk
[8] uk,developed

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@learntechfr
@parents4support
@jessica_bates
@russpoulin
@wcet_info
@k6theriver
@mooka_media
@dokkiapp
@thedlcedu
@schoolchoicewk

Top Mentioned in G1:
@rosarees79
@nahlawanahil

Top Mentioned in G2:
@learntechfr
@dokkiapp
@tactileopro
@tipsnlearn
@roudaut_gaelle
@my_serious_game
@moovly
@mycvirtuelle
@topovideo
@wleloutre

Top Mentioned in G3:
@parents4support
@k6theriver
@mooka_media
@thedlcedu
@schoolchoicewk
@sagsonportal
@learningliftoff
@alioop
@gjeikli
@createschool

Top Mentioned in G4:
@russpoulin
@wcet_info
@qmprogram
@olctoday
@cdlra_acrfl
@upcea
@bayviewsurveys
@everylearnernet
@hlcommission
@deacaccrediting

Top Mentioned in G5:
@friedtechnology
@summerfordstars
@techamys
@brunosclass
@d20
@slcteachlearn
@masscue
@erinf
@learningimpact
@ubicast_video

Top Mentioned in G6:
@jessica_bates
@ul
@ulstereducation
@cilipinfo
@cilipireland

Top Mentioned in G7:
@mrskirklandtps
@carbrainprimary
@jillwoodward20
@nurserycarbrain
@thornlieps
@jasclearning
@poppletapp
@digilearnscot
@db_akods
@oneilljdo

Top Mentioned in G8:
@rakuten
@telegram
@wordpressdotcom
@tailwindcss
@notionhq
@ionicframework
@fiverr
@upwork
@gumroad
@digistore24

Top Mentioned in G9:
@elaconference
@atingi_elearn
@brite_project1
@yedidyaamatas

Top Mentioned in G10:
@dwp
@jcpjobsplusmore
@g
@googleuk

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@ejlazar
@javascriptd
@cybersecurityn8
@fabriciosx
@education_24x7
@combatsespoir
@rahul05ranjan
@mentalhealthbo5
@goaidev

Top Tweeters in G1:
@peninsulaqatar
@realnerdjunkie
@lauraoinak
@ictevangelist
@bcanaple
@australianpd
@mips1608
@upsidelearning
@ecom_learn
@britsafe

Top Tweeters in G2:
@combatsespoir
@airfrancefr
@markj_ohnson
@learntechuk
@karen_demaison
@avbeatmedia
@orsys
@delphef
@dgrpro
@enedis

Top Tweeters in G3:
@fabriciosx
@education_24x7
@lewis1jj
@edsurge
@mnsosweet
@sameoldnancy
@distancelrnbot
@momgiggles
@metdetchartcntr
@donaldclark

Top Tweeters in G4:
@smartecocity
@tjoosten
@insidehighered
@rkelchen
@bleuguy
@olctoday
@usedgov
@canvas_by_inst
@philonedtech
@wcet_info

Top Tweeters in G5:
@blkhwk0ps
@scalarhumanity
@positiveplfd
@masscue
@techamys
@friedtechnology
@erinf
@capecodlibrary
@learningimpact
@kirbybruno

Top Tweeters in G6:
@cilipinfo
@research_ftw
@ul
@vickimcgarvey
@berniemcgill
@trishaw
@jessica_bates
@cilipireland
@judezc24
@evahornung

Top Tweeters in G7:
@digitalmaverick
@blogmywiki
@6502nerd
@jillwoodward20
@poppletapp
@louisee_foreman
@digilearnscot
@carbrainprimary
@oneilljdo
@nldigitalschool

Top Tweeters in G8:
@upwork
@wordpressdotcom
@notionhq
@telegram
@youtube
@pluralsight
@rakuten
@fiverr
@udemy
@ionicframework

Top Tweeters in G9:
@gordonslaven
@dominicorr
@elaconference
@mugishacohens
@uwera_ndahiro
@yedidyaamatas
@ak_access
@atingi_elearn
@mtutor_in
@akazialumni

Top Tweeters in G10:
@jcpinsthlondon
@jcpjobsplusmore
@dwp
@jcpinthebc
@vickybu20578540
@g
@gregorbrowngb
@googleuk
@donnagoodall5
@ballykickstart