#DigitalLearning, Twitter, 5/30/2022 1:41:08 AM, 277304


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#DigitalLearning_2022-05-29_18-15-00.xlsx
#DigitalLearning_2022-05-29_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 30, 2022
Short Description:
#DigitalLearning via NodeXL https://bit.ly/3lW0pUC
@learntechfr
@markj_ohnson
@distancelrnbot
@russpoulin
@educationbnb
@wixar360
@stottern
@scalarhumanity
@edtechfrance
@learntechuk

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

Description:
Description
The graph represents a network of 851 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, 30 May 2022 at 01:17 UTC.

The requested start date was Monday, 30 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, 2-hour, 27-minute period from Monday, 16 May 2022 at 04:42 UTC to Sunday, 29 May 2022 at 07:09 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 : 851
Unique Edges : 626
Edges With Duplicates : 1273
Total Edges : 1899
Number of Edge Types : 5
Tweet : 446
Retweet : 414
MentionsInRetweet : 601
Mentions : 424
Replies to : 14
Self-Loops : 451
Reciprocated Vertex Pair Ratio : 0.080503144654088
Reciprocated Edge Ratio : 0.149010477299185
Connected Components : 248
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 282
Maximum Edges in a Connected Component : 999
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.639431
Graph Density : 0.00118753024123868
Modularity : 0.452957
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 851 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, 30 May 2022 at 01:17 UTC.

The requested start date was Monday, 30 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, 2-hour, 27-minute period from Monday, 16 May 2022 at 04:42 UTC to Sunday, 29 May 2022 at 07:09 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:
[23] https://www.learningtechnologiesfrance.com/planifiez-votre-visite
[10] https://go.fiverr.com/visit/?bta=408587&brand=fiverrlearn&landingPage=https://learn.fiverr.com/courses/landing-page-design-conversion-rate-optimization
[9] https://www.justlearning.in/
[7] https://blog.tcea.org/boddle-math-tool/?utm_source=TCEA+Emails&utm_campaign=da86d7264f-tn-may24&utm_medium=email&utm_term=0_f3a5bb651e-da86d7264f-41003367
[7] https://lakewood.edu/
[6] https://www.ecomscotland.com/news/ecom-scotland-a-g-cloud-12-supplier/
[6] https://rfg.circdata.com/publish/LTP22_VIP_FR/?source=TACTILEO/MASKOTT
[5] https://www.learningliftoff.com/tips-scheduling-online-school-day/#.YoLkbK8sAgE.twitter
[5] https://www.icedap.com/
[4] https://www.microsoft.com/en-gb/store/workshops-training-and-events/locations/london#topic=413870009

Top URLs in Tweet in G1:
[3] http://ready4pe.mailchimpsites.com
[3] https://www.youtube.com/watch?v=P6Z8dmyNk4w&feature=youtu.be

[2] https://twitter.com/AdeccoFrance/status/1525808267687088130
[2] https://www.youtube.com/watch?v=ruYIODqo2po&feature=youtu.be

[2] https://go.fiverr.com/visit/?bta=408587&brand=fiverrlearn&landingPage=https://learn.fiverr.com/courses/landing-page-design-conversion-rate-optimization
[2] https://www.edupartner.ch/content-first-strategie-mit-utb/
[2] https://therookee.com/signUp
[2] https://momswhosave.com/homeschool-supplies-list/?utm_sq=gmqcqi67iy
[2] https://www.amciedtech.com/
[1] https://www.hmi.ie/wps/events/workplace-dignity-and-respect-online-course-24-may-2022/

Top URLs in Tweet in G2:
[23] https://www.learningtechnologiesfrance.com/planifiez-votre-visite
[6] https://rfg.circdata.com/publish/LTP22_VIP_FR/?source=TACTILEO/MASKOTT
[3] https://app.livestorm.co/didask-2/demo-de-la-solution-elearning-didask-lms-and-extension
[3] https://www.learningtechnologiesfrance.com/Accueil
[2] https://blog.tcea.org/boddle-math-tool/?utm_source=TCEA+Emails&utm_campaign=da86d7264f-tn-may24&utm_medium=email&utm_term=0_f3a5bb651e-da86d7264f-41003367
[2] https://www.learningtechnologiesfrance.com/
[2] https://startup-project.eu/
[1] https://www.learningtechnologiesfrance.com/news/gagner-ladh%C3%A9sion-des-managers-la-cl%C3%A9-du-succ%C3%A8s-en-formation
[1] https://www.learningtechnologiesfrance.com/librairie-du-digital-learning
[1] https://www.dokki.app/les-cas-dusage/?utm_source=RS&utm_medium=post&utm_campaign=post_19-05&utm_id=Cas+d'Usage

Top URLs in Tweet in G3:
[7] https://lakewood.edu/
[5] https://blog.tcea.org/boddle-math-tool/?utm_source=TCEA+Emails&utm_campaign=da86d7264f-tn-may24&utm_medium=email&utm_term=0_f3a5bb651e-da86d7264f-41003367
[5] https://www.learningliftoff.com/tips-scheduling-online-school-day/#.YoLkbK8sAgE.twitter
[4] https://www.aatcomment.org.uk/career/how-studying-aat-positively-shaped-my-future/
[1] https://lakewood.edu/student-testimonials/
[1] https://www.runningintheusa.com/NotFound.html?aspxerrorpath=/ar/upcoming/kids-run
[1] https://spaceplace.nasa.gov/search/constellations/
[1] https://astronomy.com/not-found?aspxerrorpath=/.../2008/03/learn-the-constellations
[1] https://science4fun.info/plants/
[1] https://www.facebook.com/penpalworld/

Top URLs in Tweet in G4:
[9] https://www.justlearning.in/
[4] https://www.tnmoc.org/higher-education-activity-days
[3] https://www.youtube.com/watch?v=HejXRHpzXuE&feature=youtu.be

[2] https://www.centre-inffo.fr/site-centre-inffo/learning-technologies-lecosysteme-de-ledtech-a-gagne-en-maturite-yannig-raffenel?utm_content=buffere6f13&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.littlemoose.education/
[1] https://twitter.com/mackinclassroom/status/1529199813094424578
[1] https://www.tnmoc.org/virtual-visits
[1] https://www.youtube.com/watch?v=DBgz7uSFlLI&feature=youtu.be

[1] https://www.instinct.co.uk/downloads/
[1] https://www.instinct.co.uk/job-results/?keyword=&jobtype=

Top URLs in Tweet in G5:
[4] https://wcet.wiche.edu/frontiers/2022/05/17/accreditation-quality-and-changes-in-digital-learning/
[4] https://wcet.wiche.edu/frontiers/2022/05/19/the-future-of-faculty-development-in-the-digital-age/
[3] https://bayviewanalytics.qualtrics.com/jfe/form/SV_9zQZxqFWl1ZOshU
[3] http://hillkm.com/EDUC_715/Unit_2/vogel_walcutt_et_al_2011.pdf
[2] http://www.my-ecoach.com/online/resources/12228/All_docs12.pdf
[1] https://twitter.com/EveryLearnerNet/status/1525959276392595457
[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/RussPoulin/status/1527660926618378242

Top URLs in Tweet in G6:
[6] https://www.ecomscotland.com/news/ecom-scotland-a-g-cloud-12-supplier/
[2] https://learningnews.com/news/thrive/2022/matalan-joins-forces-with-digital-learning-and-skills-specialist-thrive-to-fuel-business-growth
[1] https://www.learningtechnologies.co.uk/exhibitor-news/leadership-lessons-global-disruption
[1] https://www.learningtechnologies.co.uk/exhibitor-news/buying-learning-tech-now-pay-later
[1] https://learningnews.com/news/learning-news/2022/learning-technologies-2022-highlights
[1] https://learningnews.com/news/the-access-group/2022/access-learning-to-acquire-digital-learning-platform-bookboon
[1] https://learningnews.com/news/thrive/2022/thrive-partners-with-leading-swedish-learning-company,-xtractor
[1] https://learningnews.com/news/valamis/2022/valamis-learning-solution-integrates-with-the-go1-content-hub
[1] https://learningnews.com/news/ecom-learning-solutions/2022/whitepaper-outlines-how-to-meet-the-learning-needs-of-a-hybrid-workforce
[1] http://d36.co/passThroughPage.php?id=497650

Top URLs in Tweet in G9:
[1] https://twitter.com/lo_branch/status/1528683608071970817

Top URLs in Tweet in G10:
[1] https://twitter.com/jessica_bates/status/1523590300861534210

Top Domains
Top Domains in Tweet in Entire Graph:
[31] twitter.com
[30] learningtechnologiesfrance.com
[18] youtube.com
[13] co.uk
[10] fiverr.com
[10] circdata.com
[9] justlearning.in
[9] learningnews.com
[8] lakewood.edu
[8] wiche.edu

Top Domains in Tweet in G1:
[10] youtube.com
[6] twitter.com
[4] sociabble.com
[4] co.uk
[3] mailchimpsites.com
[2] theaccessgroup.com
[2] splashthat.com
[2] bigcartel.com
[2] lalamedia.fr
[2] skillgym.com

Top Domains in Tweet in G2:
[30] learningtechnologiesfrance.com
[9] circdata.com
[3] livestorm.co
[2] tcea.org
[2] apave.fr
[2] startup-project.eu
[2] teachonmars.com
[1] dokki.app
[1] crenov8.com
[1] tipsnlearn.fr

Top Domains in Tweet in G3:
[8] lakewood.edu
[5] tcea.org
[5] learningliftoff.com
[4] org.uk
[3] edvantic.com
[2] facebook.com
[2] twitter.com
[1] runningintheusa.com
[1] nasa.gov
[1] astronomy.com

Top Domains in Tweet in G4:
[9] justlearning.in
[5] tnmoc.org
[4] youtube.com
[2] centre-inffo.fr
[2] co.uk
[2] technologyeduc.com
[1] littlemoose.education
[1] twitter.com
[1] lucep.com
[1] circdata.com

Top Domains in Tweet in G5:
[8] wiche.edu
[4] twitter.com
[4] everylearnereverywhere.org
[3] qualtrics.com
[3] google.com
[3] hillkm.com
[2] insidehighered.com
[2] ed.gov
[2] proquest.com
[2] ebscohost.com

Top Domains in Tweet in G6:
[7] learningnews.com
[6] ecomscotland.com
[2] co.uk
[1] d36.co

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[783] digitallearning
[115] learning
[108] edtech
[97] ltfrance
[86] education
[80] elearning
[68] onlinelearning
[67] formation
[45] formpro
[40] distancelearning



Top Hashtags in Tweet in G1:
[174] digitallearning
[32] elearning
[25] edtech
[23] learning
[20] onlinelearning
[20] education
[11] virtuallearning
[10] technology
[9] digital
[9] teachers

Top Hashtags in Tweet in G2:
[126] digitallearning
[89] ltfrance
[48] learning
[39] formation
[35] formpro
[33] edtech
[18] lnd
[16] apprentissage
[11] tactileo
[10] adaptive

Top Hashtags in Tweet in G3:
[58] digitallearning
[35] distancelearning
[16] onlinelearning
[14] eadl22
[14] education
[13] virtuallearning
[12] elearning
[9] newworldforlearning
[9] onlinecourses
[7] edtech

Top Hashtags in Tweet in G4:
[51] digitallearning
[24] education
[14] learning
[11] computerscience
[11] gcse
[10] justlearning
[9] keeplearning
[8] elearning
[8] computers
[8] program

Top Hashtags in Tweet in G5:
[81] digitallearning
[12] highered
[10] accreditation
[10] mondaymotivation
[9] tuesdaytips
[9] thursdaytips
[8] onlinelearning
[8] edtech
[8] wednesdaywisdom
[7] wcetfrontiers

Top Hashtags in Tweet in G6:
[17] digitallearning
[7] learning
[6] assessment
[6] cloud
[6] ict
[6] digital
[6] publicsector
[6] upskilling
[6] transferableskills
[3] learningcontent

Top Hashtags in Tweet in G7:
[6] digitallearning
[2] edutwitter
[2] education
[1] outdoorlearning
[1] inspiringlearningfestival
[1] digitalschool
[1] coding

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

Top Hashtags in Tweet in G9:
[1] outreach
[1] digitallearning

Top Hashtags in Tweet in G10:
[2] digitallearning
[1] librarianship
[1] cilipaccredited
[1] pgdipmsc
[1] libraryinfomgmt
[1] infowebinar
[1] howtoapply

Top Words
Top Words in Tweet in Entire Graph:
[783] #digitallearning
[279] learning
[156] digital
[132] learntechfr
[115] #learning
[106] #edtech
[97] #ltfrance
[94] more
[90] stand
[86] #education

Top Words in Tweet in G1:
[174] #digitallearning
[44] learning
[32] #elearning
[30] digital
[25] #edtech
[23] #learning
[20] #onlinelearning
[20] #education
[17] more
[16] help

Top Words in Tweet in G2:
[128] learntechfr
[126] #digitallearning
[89] #ltfrance
[75] stand
[52] learning
[51] salon
[48] #learning
[39] #formation
[38] c'est
[35] notre

Top Words in Tweet in G3:
[58] #digitallearning
[38] learning
[35] #distancelearning
[26] share
[25] online
[23] school
[18] summer
[17] education
[17] k6theriver
[16] #onlinelearning

Top Words in Tweet in G4:
[51] #digitallearning
[26] क
[24] #education
[17] म
[16] न
[15] learning
[15] more
[14] #learning
[14] ल
[13] visit

Top Words in Tweet in G5:
[81] #digitallearning
[35] learning
[22] online
[17] wcet_info
[14] russpoulin
[12] #highered
[12] digital
[10] olctoday
[10] #accreditation
[10] #mondaymotivation

Top Words in Tweet in G6:
[18] learning
[17] #digitallearning
[8] news
[7] #learning
[6] #assessment
[6] products
[6] available
[6] cloud
[6] 12
[6] government

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

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

Top Words in Tweet in G10:
[7] anyone
[7] library
[7] interested
[6] webinar
[5] jessica_bates
[5] still
[5] time
[5] register
[5] applying
[5] pg

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[71] digital,learning
[36] salon,learntechfr
[30] #ltfrance,#digitallearning
[24] rejoignez,salle
[23] #formation,#digitallearning
[22] #learning,#digitallearning
[21] #edtech,#digitallearning
[21] #digitallearning,#formpro
[21] ici,#ltfrance
[20] votre,visite

Top Word Pairs in Tweet in G1:
[14] #edtech,#digitallearning
[12] digital,learning
[7] #elearning,#digitallearning
[7] #training,#digitallearning
[6] #digitallearning,#learning
[6] #readynez,#digitalskills
[6] #digitalskills,#digitalmarketing
[6] #digitalmarketing,#digital
[6] #digital,#networking
[6] #networking,#education

Top Word Pairs in Tweet in G2:
[34] salon,learntechfr
[27] #ltfrance,#digitallearning
[23] rejoignez,salle
[22] digital,learning
[20] votre,visite
[20] ici,#ltfrance
[19] planifier,votre
[19] visite,c'est
[19] c'est,ici
[19] #digitallearning,#formpro

Top Word Pairs in Tweet in G3:
[16] #distancelearning,#digitallearning
[11] online,learning
[10] #digitallearning,#distancelearning
[9] story,share
[9] share,related
[9] related,blended
[9] blended,online
[9] learning,share
[9] share,promising
[9] promising,practices

Top Word Pairs in Tweet in G4:
[11] #computerscience,#digitallearning
[11] #digitallearning,#gcse
[11] #gcse,#learning
[11] #learning,#education
[10] know,more
[10] more,visit
[9] #digitallearning,#keeplearning
[9] #keeplearning,#justlearning
[8] #education,#computers
[8] #computers,#program

Top Word Pairs in Tweet in G5:
[9] #mondaymotivation,#digitallearning
[9] #tuesdaytips,#digitallearning
[8] bayviewsurveys,nicole
[8] nicole,johnson
[8] #thursdaytips,#digitallearning
[6] wcet_info,annual
[6] annual,meeting
[6] #digitallearning,#highered
[6] icymi,check
[6] check,resources

Top Word Pairs in Tweet in G6:
[8] learning,news
[6] #learning,#assessment
[6] #assessment,products
[6] products,available
[6] available,cloud
[6] cloud,12
[6] 12,government
[6] government,framework
[6] framework,#cloud
[6] #cloud,based

Top Word Pairs in Tweet in G7:
[9] loved,trying
[7] p5,absolutely
[7] absolutely,loved
[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 G10:
[5] still,time
[5] time,register
[5] register,webinar
[5] webinar,anyone
[5] anyone,interested
[5] interested,applying
[5] applying,pg
[5] pg,dip
[5] dip,msc
[5] msc,library

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

Top Mentioned in G1:
@rosarees79
@nahlawanahil
@momswhosave

Top Mentioned in G2:
@learntechfr
@dokkiapp
@roudaut_gaelle
@tactileopro
@tipsnlearn
@mycvirtuelle
@topovideo
@laurentauneau
@moovly
@canalplusgroupe

Top Mentioned in G3:
@k6theriver
@mooka_media
@thedlcedu
@schoolchoicewk
@parents4support
@alioop
@learningliftoff
@sagsonportal
@aat
@stottern

Top Mentioned in G4:
@tnmoc
@technologyeduc
@edtechfrance
@learnsoftgr
@parmaramitsinh3
@paykamian_gt
@justlearning
@lelabrh
@learntechfr
@wixar360

Top Mentioned in G5:
@wcet_info
@russpoulin
@olctoday
@cdlra_acrfl
@qmprogram
@upcea
@bayviewsurveys
@everylearnernet
@hlcommission
@deacaccrediting

Top Mentioned in G6:
@learntechuk
@belliveauv
@cornerstoneinc
@thrivewithus_
@matalan
@lnwire
@cherylclemons
@goodhabitzhq
@yourskillshub
@learntechfr

Top Mentioned in G7:
@mrskirklandtps
@digilearnscot
@schools_digital
@nldigitalschool
@eacdigistem
@eaceducation
@andymcginger
@seicdigital
@sagteach
@msascotland

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

Top Mentioned in G9:
@cllrwilliamgray
@lincsruralhelp
@lincswoldsaonb
@bbcradiolincs
@craigjleyland
@cllrstorer
@rachellstorer
@eastlindseydc

Top Mentioned in G10:
@jessica_bates
@ul
@ulstereducation
@cilipinfo
@cilipireland

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@ejlazar
@javascriptd
@fabriciosx
@education_24x7
@codewithtwitchi
@combatsespoir
@goaidev
@vrretweeter
@digitalmaverick

Top Tweeters in G1:
@peninsulaqatar
@momswhosave
@jcpjobsplusmore
@jcpinbrs_bath
@bcanaple
@australianpd
@3dancingfeet
@upsidelearning
@stacyhaw
@a7consulting

Top Tweeters in G2:
@codewithtwitchi
@combatsespoir
@blkhwk0ps
@scalarhumanity
@airfrancefr
@canva
@markj_ohnson
@karen_demaison
@orsys
@enedis

Top Tweeters in G3:
@fabriciosx
@lewis1jj
@mnsosweet
@sameoldnancy
@distancelrnbot
@metdetchartcntr
@tillieelvrum
@spreaker
@michaelbhorn
@drrobynkelso

Top Tweeters in G4:
@education_24x7
@rmathematicus
@pyscalellc
@whopcod
@bfmbusiness
@hittitezombie
@marcoromildo
@computercom4
@educationbnb
@centreinffo

Top Tweeters in G5:
@smartecocity
@tjoosten
@rkelchen
@bleuguy
@olctoday
@canvas_by_inst
@philonedtech
@wcet_info
@qmprogram
@charlesknight

Top Tweeters in G6:
@learntechuk
@matalan
@lsgglobal
@cornerstoneinc
@ecom_learn
@csod_fr
@lnwire
@ltawards
@go1com
@theaccessgroup

Top Tweeters in G7:
@digitalmaverick
@blogmywiki
@stpatricksps
@6502nerd
@eaceducation
@charlotte8912
@classvr
@louisee_foreman
@sagteach
@digilearnscot

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

Top Tweeters in G9:
@bbcradiolincs
@lincswoldsaonb
@eastlindseydc
@craigjleyland
@lincsruralhelp
@lincsdigital1
@cllrwilliamgray
@rachellstorer
@lo_branch
@cllrstorer

Top Tweeters in G10:
@cilipinfo
@ul
@jessica_bates
@cilipireland
@historymistress
@andrewcarlin3
@petrameeson
@anleabharlannai
@ulstereducation