#DigitalLearning, Twitter, 9/19/2022 1:37:13 AM, 282063


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#DigitalLearning_2022-09-18_18-15-00.xlsx
#DigitalLearning_2022-09-18_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2022
Short Description:
#DigitalLearning via NodeXL https://bit.ly/3dljIpR
@distancelrnbot
@parents4support
@vipulasharma1
@lewis1jj
@openstudy4
@miss_bambrick
@education_24x7
@googleforedu
@k6theriver
@digitaledar

Top hashtags:
#digitallearning
#education
#onlinelearning
#edtech
#elearning

Description:
Description
The graph represents a network of 745 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, 19 September 2022 at 01:16 UTC.

The requested start date was Monday, 19 September 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, 4-minute period from Monday, 05 September 2022 at 02:09 UTC to Sunday, 18 September 2022 at 04:14 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 : 745
Unique Edges : 585
Edges With Duplicates : 978
Total Edges : 1563
Number of Edge Types : 5
Retweet : 335
MentionsInRetweet : 460
Tweet : 406
Mentions : 344
Replies to : 18
Self-Loops : 412
Reciprocated Vertex Pair Ratio : 0.0468521229868228
Reciprocated Edge Ratio : 0.0895104895104895
Connected Components : 252
Single-Vertex Connected Components : 136
Maximum Vertices in a Connected Component : 58
Maximum Edges in a Connected Component : 193
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.212348
Graph Density : 0.00128996175218301
Modularity : 0.49895
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 745 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, 19 September 2022 at 01:16 UTC.

The requested start date was Monday, 19 September 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, 4-minute period from Monday, 05 September 2022 at 02:09 UTC to Sunday, 18 September 2022 at 04:14 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:
[19] https://go.fiverr.com/visit/?bta=408587&brand=fiverrlearn&landingPage=https://learn.fiverr.com/courses/landing-page-design-conversion-rate-optimization
[17] https://www.littlemoose.education/
[8] https://lakewood.edu/
[7] https://www.facebook.com/groups/SupportforOnlineLearning
[6] https://www.edutopia.org/article/stunning-educational-video-game-brings-students-inside-thoreaus-walden
[4] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fgroups%2FSupportforOnlineLearning%2Fpermalink%2F794308421915619%2F&refsrc=deprecated&_rdr
[4] https://edtechmagazine.com/k12/article/2022/09/4-best-practices-improving-digital-learning-instruction-your-school-community
[4] https://bit.ly/3xoV5z7
[3] https://www.techpragna.com/
[3] https://wcet.wiche.edu/events/navigating-the-confusing-array-of-digital-learning-definitions/

Top URLs in Tweet in G1:
[17] https://www.littlemoose.education/
[2] https://www.cyberwise.org/post/how-to-help-kids-demonstrate-self-motivation-when-it-comes-to-online-learning
[2] https://www.stemfuse.com:443/
[2] https://www.changingsocial.com/what-is-a-digital-champions-programme/
[2] https://kazoobadoo.com/
[2] https://www.youtube.com/watch?v=ubt03dsiX4Y&feature=youtu.be

[2] https://popk.com/2022/01/14/9-ways-to-make-social-media-safer-for-children/
[1] https://proserv.co.za/services/
[1] https://forms.gle/pentWAwvdZ31FBpk6
[1] https://www.linkedin.com/feed/update/urn:li:share:6972466742824505344

Top URLs in Tweet in G2:
[8] https://lakewood.edu/
[6] https://www.facebook.com/groups/SupportforOnlineLearning
[4] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fgroups%2FSupportforOnlineLearning%2Fpermalink%2F794308421915619%2F&refsrc=deprecated&_rdr
[3] https://www.techpragna.com/
[2] https://lakewood.edu/career-assessment/
[2] https://www.linkedin.com/feed/update/urn:li:activity:6973676868289929217
[1] https://lakewood.edu/2022/09/why-is-online-education-better/
[1] https://twitter.com/co_cyberfams/status/1567226195720151046
[1] https://twitter.com/Parents4Support/status/1567522516914118656
[1] https://twitter.com/Parents4Support/status/1570413742784905219

Top URLs in Tweet in G3:
[1] https://www.unesco.org/en/education/digital

Top URLs in Tweet in G4:
[1] https://futureskillsprime.in/courses-and-pathways?utm_source=Social_Media_Twitter_StatsWorthThinking_CloudComputing&utm_medium=Social_Media_Twitter_StatsWorthThinking_CloudComputing&utm_campaign=Social_Media_Twitter_StatsWorthThinking_CloudComputing
[1] https://futureskillsprime.in/

Top URLs in Tweet in G5:
[3] https://wcet.wiche.edu/events/navigating-the-confusing-array-of-digital-learning-definitions/
[3] https://twitter.com/EveryLearnerNet/status/1565761710887239682
[1] https://onlinelearningconsortium.org/attend-2022/accelerate/
[1] https://www.everylearnereverywhere.org/blog/survey-shows-academic-leadership-digital-learning-opportunities-time-for-class-2022/
[1] https://wcetinfo.podbean.com/e/episode-8-equity-in-math/
[1] https://wcet.wiche.edu/events/stop-the-madness-its-time-to-strategically-evaluate-educational-technology-and-tools/
[1] https://twitter.com/wcet_info/status/1565097136533999624

Top URLs in Tweet in G6:
[1] https://twitter.com/dalzielhigh/status/1570108575866929153
[1] https://www.youtube.com/watch?v=9tdlO0J1i9Y&feature=youtu.be


Top URLs in Tweet in G7:
[2] https://www.learningexplorer.com/blog/personalized-learning-leads-the-way-at-kershaw-county-school-district
[1] https://twitter.com/HumbleISD_PL/status/1567915870583767041

Top URLs in Tweet in G8:
[1] https://broadbandcommission.org/wp-content/uploads/dlm_uploads/2021/09/Digital-Learning-Report-Broadband-Commission.pdf

Top URLs in Tweet in G9:
[1] https://www.unesco.org/en/education/digital/distance-learning-guidance
[1] https://twitter.com/k_triquet/status/1571029575890776065
[1] https://twitter.com/CORE_H2020/status/1564478015723036674

Top Domains
Top Domains in Tweet in Entire Graph:
[26] twitter.com
[19] fiverr.com
[17] littlemoose.education
[13] linkedin.com
[12] youtube.com
[11] lakewood.edu
[11] facebook.com
[10] co.uk
[7] edtechmagazine.com
[6] google.com

Top Domains in Tweet in G1:
[17] littlemoose.education
[9] linkedin.com
[8] twitter.com
[7] youtube.com
[3] instagram.com
[3] popk.com
[3] learningpool.com
[2] co.za
[2] cyberwise.org
[2] co.uk

Top Domains in Tweet in G2:
[11] lakewood.edu
[10] facebook.com
[3] techpragna.com
[3] twitter.com
[2] chemonics.com
[2] linkedin.com
[1] parents4support.com
[1] org.in
[1] eventbrite.com
[1] onwingspan.com

Top Domains in Tweet in G3:
[1] unesco.org

Top Domains in Tweet in G4:
[2] futureskillsprime.in

Top Domains in Tweet in G5:
[4] wiche.edu
[4] twitter.com
[1] onlinelearningconsortium.org
[1] everylearnereverywhere.org
[1] podbean.com

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[663] digitallearning
[91] education
[82] onlinelearning
[78] edtech
[68] elearning
[58] learning
[38] digital
[37] distancelearning
[34] technology
[28] learn



Top Hashtags in Tweet in G1:
[198] digitallearning
[26] elearning
[23] learning
[22] education
[21] onlinelearning
[16] edtech
[14] cfore
[13] training
[13] scottishprimaryeducation
[13] immediatedownload

Top Hashtags in Tweet in G2:
[34] onlinelearning
[30] digitallearning
[22] distancelearning
[22] education
[14] homeschooling
[10] nationalonlinelearningday
[9] elearning
[8] lakewooduniversity
[7] learning
[7] distanceeducation

Top Hashtags in Tweet in G3:
[16] digitallearning
[11] education
[2] ismonaco
[2] eal
[1] sdg4
[1] edtech
[1] aied
[1] digcomp
[1] educationalinnovation
[1] humancapacity

Top Hashtags in Tweet in G4:
[18] futureskillsprime
[12] digitallearning
[12] technology
[11] statsworththinking
[11] upskillforindia
[11] skilledforfuture
[10] nasscom
[10] india
[10] upskill
[8] digitalfluency

Top Hashtags in Tweet in G5:
[25] digitallearning
[7] onlinelearning
[7] wcetwebcast
[6] equity
[5] highered
[4] blendedlearning
[4] olcaccelerate
[4] laborday
[4] faculty
[4] college

Top Hashtags in Tweet in G6:
[32] digitallearning
[18] digitalschools
[18] digital
[3] digitalskills
[1] clpl
[1] digitalpedagogy
[1] digilearnscot
[1] enterpriseisthebusiness
[1] skillsforlifeandwork
[1] getinvolved

Top Hashtags in Tweet in G7:
[15] digitallearning
[10] k12
[9] learning
[8] technology
[7] education
[6] tataclassedge
[6] edtech
[6] nep2020
[6] principal
[4] schools

Top Hashtags in Tweet in G8:
[14] digitallearning
[9] ict
[8] education
[5] unga
[5] 𝐓𝐞𝐧𝐝𝐢𝐧𝐠𝐓𝐮𝐞𝐬𝐝𝐚𝐲
[5] cyberspace
[4] literacy
[3] onlinesafety
[3] moderneducation
[3] online

Top Hashtags in Tweet in G9:
[8] digitallearning
[7] learn
[7] teach
[7] children
[7] digital
[4] internationalliteracyday
[4] digitalliteracy
[4] tripura
[2] education
[1] digitalskills

Top Hashtags in Tweet in G10:
[9] digitallearning
[5] skillsforlearners
[4] rrsa
[3] quizletlive
[1] appleteacher
[1] article31
[1] cpd
[1] ipads
[1] empoweringlearning
[1] googlegce

Top Words
Top Words in Tweet in Entire Graph:
[660] #digitallearning
[216] learning
[105] digital
[91] #education
[87] more
[82] #onlinelearning
[78] #edtech
[68] #elearning
[63] day
[59] students

Top Words in Tweet in G1:
[196] #digitallearning
[49] learning
[38] digital
[26] #elearning
[26] more
[23] #learning
[22] #education
[21] #onlinelearning
[18] know
[17] download

Top Words in Tweet in G2:
[34] #onlinelearning
[30] #digitallearning
[22] #distancelearning
[22] #education
[21] parents4support
[19] parent
[17] more
[15] happy
[15] online
[15] school

Top Words in Tweet in G3:
[16] #digitallearning
[11] unesco
[11] website
[11] transformation
[11] #education
[11] launched
[11] unescoicts
[11] unescoeu
[11] valmmendes
[10] k_triquet

Top Words in Tweet in G4:
[18] #futureskillsprime
[13] fsprimeofficial
[12] #digitallearning
[12] #technology
[11] cdacindia
[11] nasscom
[11] #statsworththinking
[11] #upskillforindia
[11] #skilledforfuture
[10] #nasscom

Top Words in Tweet in G5:
[25] #digitallearning
[13] everylearnernet
[10] wcet_info
[9] definitions
[8] join
[7] #onlinelearning
[7] #wcetwebcast
[6] #equity
[6] digital
[6] learning

Top Words in Tweet in G6:
[32] #digitallearning
[24] digilearnscot
[22] nldigitalschool
[19] created
[19] algorithms
[19] make
[19] music
[19] scratch
[19] schools_digital
[18] #digitalschools

Top Words in Tweet in G7:
[15] #digitallearning
[10] #k12
[9] #learning
[8] day
[8] #technology
[7] #education
[7] today
[6] tataclassedge
[6] #tataclassedge
[6] #edtech

Top Words in Tweet in G8:
[14] #digitallearning
[14] šð
[11] #ð
[10] need
[10] žð
[9] #ict
[8] unbbcom
[8] report
[8] advocates
[8] novel

Top Words in Tweet in G9:
[8] #digitallearning
[7] education
[7] share
[7] favourite
[7] resources
[7] tools
[7] use
[7] #learn
[7] #teach
[7] #children's

Top Words in Tweet in G10:
[9] #digitallearning
[8] days
[5] connectedfalk
[5] see
[5] devices
[5] great
[5] couple
[5] learning
[5] google
[5] educator

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[42] digital,learning
[25] learn,more
[22] #onlinelearning,#digitallearning
[21] #digitallearning,#digital
[21] nldigitalschool,digilearnscot
[19] creating,high
[19] high,converting
[19] converting,landing
[19] landing,#learn
[19] #learn,aspect

Top Word Pairs in Tweet in G1:
[17] download,teach
[13] know,inside
[13] inside,packs
[13] packs,#cfore
[13] #cfore,#digitallearning
[13] #digitallearning,#scottishprimaryeducation
[13] #scottishprimaryeducation,#immediatedownload
[13] #immediatedownload,#smartboardready
[13] #smartboardready,#papersaving
[13] #papersaving,#planningsorted

Top Word Pairs in Tweet in G2:
[12] parent,exchange
[10] beth,purcell
[8] happy,#nationalonlinelearningday
[8] #nationalonlinelearningday,believe
[8] believe,power
[8] power,potential
[8] potential,#onlinelearning
[8] #onlinelearning,empower
[8] empower,students
[8] #onlinelearning,#digitallearning

Top Word Pairs in Tweet in G3:
[11] unesco,website
[11] website,#digitallearning
[11] #digitallearning,transformation
[11] transformation,#education
[11] #education,launched
[11] launched,unescoicts
[11] unescoicts,unescoeu
[11] unescoeu,valmmendes
[10] k_triquet,unesco
[10] valmmendes,iiep_un

Top Word Pairs in Tweet in G4:
[11] #statsworththinking,#upskillforindia
[10] #nasscom,#digitallearning
[10] fsprimeofficial,goi_meity
[10] goi_meity,nielitindia
[10] nielitindia,cdacindia
[10] cdacindia,msdeskillindia
[10] msdeskillindia,nasscom
[10] nasscom,sir
[10] sir,visvesvaraya
[10] visvesvaraya,satish

Top Word Pairs in Tweet in G5:
[6] digital,learning
[4] help,shape
[4] shape,future
[4] future,#onlinelearning
[4] #onlinelearning,#digitallearning
[4] #digitallearning,#blendedlearning
[4] #blendedlearning,#olcaccelerate
[4] #olcaccelerate,ll
[4] poverty,affected
[4] #college,#university

Top Word Pairs in Tweet in G6:
[21] nldigitalschool,digilearnscot
[19] created,algorithms
[19] algorithms,make
[19] make,music
[19] music,scratch
[19] scratch,nldigitalschool
[19] digilearnscot,schools_digital
[18] schools_digital,#digitalschools
[18] #digitalschools,#digitallearning
[18] #digitallearning,#digital

Top Word Pairs in Tweet in G7:
[8] #learning,#digitallearning
[7] #education,#technology
[6] #tataclassedge,#edtech
[6] #edtech,#education
[6] #technology,#k12
[6] #nep2020,#principal
[4] hindi,one
[4] one,spoken
[4] spoken,languages
[4] languages,world

Top Word Pairs in Tweet in G8:
[8] unbbcom,report
[8] report,#digitallearning
[8] #digitallearning,advocates
[8] advocates,novel
[8] novel,#ict
[8] #ict,#education
[8] #education,policy
[8] policy,framework
[8] framework,allows
[7] itudevelopment,unbbcom

Top Word Pairs in Tweet in G9:
[7] share,favourite
[7] favourite,resources
[7] resources,tools
[7] tools,use
[7] use,#learn
[7] #learn,#teach
[7] #teach,#children's
[7] #children's,young
[7] young,people's
[7] people's,#digital

Top Word Pairs in Tweet in G10:
[5] great,couple
[5] couple,days
[5] days,learning
[5] learning,google
[5] google,educator
[5] educator,journey
[5] journey,becoming
[5] becoming,certified
[5] certified,#skillsforlearners
[4] miss_bambrick,great

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@parents4support
@digilearnscot
@nldigitalschool
@schools_digital
@everylearnernet
@seanminogue
@unescoicts
@unescoeu
@valmmendes

Top Mentioned in G1:
@mseideman
@ilearnsa
@ujjainsmartcity

Top Mentioned in G2:
@parents4support
@tillieelvrum
@lakewood_u
@chemonics
@infyspringboard
@acevdi
@openstudy4
@anandna95589429
@co_cyberfams
@transformingedu

Top Mentioned in G3:
@unescoicts
@unescoeu
@valmmendes
@k_triquet
@ismonaco
@appleedu
@iiep_unesco
@digitalskillseu
@eudigitaledu

Top Mentioned in G4:
@cdacindia
@nasscom
@goi_meity
@nielitindia
@msdeskillindia
@nasscomsme
@jainusha30
@uttamj12
@p_pinky777
@cutiekriya28

Top Mentioned in G5:
@everylearnernet
@wcet_info
@russpoulin
@doctorabernal
@ncsara_news
@csu
@csulongbeach
@edtrustwest
@bayviewsurveys
@turnitin

Top Mentioned in G6:
@digilearnscot
@nldigitalschool
@schools_digital
@whs_creative
@educationscot
@dalzielhigh
@stpatricksps
@torbainps
@chatterpixit
@entrepreneurme

Top Mentioned in G7:
@tataclassedge
@learnxpl
@humbleisd_pl
@google
@splashsys
@lucas
@leaplearning
@exeedcollege
@tcea
@iskillstoolkit

Top Mentioned in G8:
@unbbcom
@itudevelopment
@eveminet_ke
@chrisfabian
@gigaglobal
@vensysco
@enkhamgalanmp
@medsmongolia

Top Mentioned in G9:
@unesco
@core_h2020
@alicjapawluczuk
@edindia_eif
@eu_schoolnet
@_veronicadonoso
@indigrid_in

Top Mentioned in G10:
@connectedfalk
@miss_bambrick
@mrsmmlbraes
@biologybraes
@cec1plus2
@braeshigh
@stalanguages
@googleforedu

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersecurityn8
@fabriciosx
@education_24x7
@godfrey_g_
@worcesterhour
@juandoming
@vrretweeter
@hephaistos_ai
@lloydsbank

Top Tweeters in G1:
@equitybulls
@lauraoinak
@peoplematters2
@kpmgindia
@becyberwise
@tk1ng
@learningpool
@naa
@mseideman
@itsuoft

Top Tweeters in G2:
@education_24x7
@_dotnetbot_
@moms4edfreedom
@1in5advocacy
@distancelrnbot
@momgiggles
@tillieelvrum
@faustisland
@chemonics
@acecloudhosting

Top Tweeters in G3:
@juandoming
@markj_ohnson
@gpmt
@seesaw
@vipulasharma1
@14prinsp
@eudigitaledu
@valmmendes
@k_triquet
@digitalskillseu

Top Tweeters in G4:
@shivams009
@deepanshu566605
@cutiekriya28
@richacityx
@chhbi777
@jainusha30
@goi_meity
@nasscom
@aarzoovishnoi
@vidishah

Top Tweeters in G5:
@peyotenft
@koutropoulos
@bleuguy
@wcet_info
@csu
@russpoulin
@jasonrhode
@turnitin
@edtrustwest
@boothmelanie

Top Tweeters in G6:
@stpatricksps
@educationscot
@digitalscotnews
@entrepreneurme
@wallacehighsch
@digilearnscot
@chatterpixit
@torbainps
@schools_digital
@innesedith

Top Tweeters in G7:
@fabriciosx
@google
@jc_james_clark
@kolliphanindra_
@tcea
@ingutia_edith
@vardhanpvarma
@humbleisd_pl
@jagdeeshkumawa5
@exeedcollege

Top Tweeters in G8:
@sectest9
@cybersecurityn8
@marianatrobosky
@madhavanpallan
@samuelcamarade
@jane_coffin
@enkhamgalanmp
@eveminet_ke
@chrisfabian
@ituatunhq

Top Tweeters in G9:
@kingamierzynska
@livingstone_s
@unesco
@eu_schoolnet
@medialse
@elizabhk
@vgoodyear
@bredowinstitut
@virjeshthoughts
@claudialampert

Top Tweeters in G10:
@joedale
@googleforedu
@falkirkhigh
@braeshigh
@mrvosser
@niallridgway
@jessrosemarsh
@tascotland
@cec1plus2
@biologybraes