#festudentdebate, Twitter, 3/11/2019 11:55:43 PM, 190006


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#festudentdebate_2019-03-11_16-50-38.xlsx
#festudentdebate_2019-03-11_16-50-38.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 11, 2019
Short Description:
#festudentdebate via NodeXL http://bit.ly/2TvDF26
@edtech_stories
@scottdhayden
@jmcjohnston
@gideonwilliams
@itsbenwhitaker
@ajpodchaski
@schleiderjustin
@samueljanes99
@rhappe
@markbeetlestone

Top hashtags:
#festudentdebate
#digitalskills
#digitalskill
#cleartheair

Description:
Description
The graph represents a network of 40 Twitter users whose recent tweets contained "#festudentdebate", 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, 11 March 2019 at 23:50 UTC.

The tweets in the network were tweeted over the 4-day, 7-hour, 41-minute period from Thursday, 07 March 2019 at 12:00 UTC to Monday, 11 March 2019 at 19:41 UTC.

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 : 40
Unique Edges : 35
Edges With Duplicates : 62
Total Edges : 97
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.0882352941176471
Reciprocated Edge Ratio : 0.162162162162162
Connected Components : 15
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 22
Maximum Edges in a Connected Component : 73
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.271318
Graph Density : 0.0237179487179487
Modularity : 0.301334
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1] https://techpathways.london/
[1] https://declara.com/collection/8b9606cc-7109-4d19-b856-4d4ffd90f9b5/post
[1] https://sloanreview.mit.edu/article/why-great-leaders-focus-on-mastering-relationships/
[1] https://solve.mit.edu/articles/the-potential-of-technology-to-scale-global-education-and-build-21st-century-skills
[1] https://sites.google.com/view/eternalpolymath/rhetoric/the-multimodal-research-project?authuser=0
[1] https://www.gov.uk/government/publications/uk-digital-strategy/2-digital-skills-and-inclusion-giving-everyone-access-to-the-digital-skills-they-need
[1] https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/492889/DCMSDigitalSkillsReportJan2016.pdf
[1] https://www.facebook.com/groups/studentdebategroup/

Top URLs in Tweet in G1:
[1] https://www.facebook.com/groups/studentdebategroup/

Top URLs in Tweet in G2:
[1] https://techpathways.london/
[1] https://sites.google.com/view/eternalpolymath/rhetoric/the-multimodal-research-project?authuser=0

Top URLs in Tweet in G4:
[1] https://solve.mit.edu/articles/the-potential-of-technology-to-scale-global-education-and-build-21st-century-skills
[1] https://sloanreview.mit.edu/article/why-great-leaders-focus-on-mastering-relationships/
[1] https://declara.com/collection/8b9606cc-7109-4d19-b856-4d4ffd90f9b5/post

Top URLs in Tweet in G6:
[1] https://www.gov.uk/government/publications/uk-digital-strategy/2-digital-skills-and-inclusion-giving-everyone-access-to-the-digital-skills-they-need
[1] https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/492889/DCMSDigitalSkillsReportJan2016.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[2] mit.edu
[2] gov.uk
[1] techpathways.london
[1] declara.com
[1] google.com
[1] facebook.com

Top Domains in Tweet in G1:
[1] facebook.com

Top Domains in Tweet in G2:
[1] techpathways.london
[1] google.com

Top Domains in Tweet in G4:
[2] mit.edu
[1] declara.com

Top Domains in Tweet in G6:
[2] gov.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[50] festudentdebate
[3] digitalskills
[1] digitalskill
[1] cleartheair
[1] edtech
[1] edtechchat
[1] cmgr



Top Hashtags in Tweet in G1:
[14] festudentdebate

Top Hashtags in Tweet in G2:
[8] festudentdebate
[2] digitalskills
[1] digitalskill

Top Hashtags in Tweet in G3:
[10] festudentdebate

Top Hashtags in Tweet in G4:
[10] festudentdebate
[1] cleartheair
[1] digitalskills
[1] edtech
[1] edtechchat
[1] cmgr

Top Hashtags in Tweet in G5:
[5] festudentdebate

Top Hashtags in Tweet in G6:
[2] festudentdebate

Top Hashtags in Tweet in G7:
[1] festudentdebate

Top Words
Top Words in Tweet in Entire Graph:
[76] Words in Sentiment List#1: Positive
[21] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1926] Non-categorized Words
[2023] Total Words
[50] festudentdebate
[27] digital
[26] scottdhayden
[17] students
[16] use

Top Words in Tweet in G1:
[14] festudentdebate
[7] use
[6] digital
[5] social
[5] media
[5] schools
[4] students
[4] need
[4] think
[4] learning

Top Words in Tweet in G2:
[8] scottdhayden
[8] festudentdebate
[6] students
[4] digital
[4] more
[3] skills
[3] work
[3] different
[2] educators
[2] industry

Top Words in Tweet in G3:
[10] festudentdebate
[9] edtech_stories
[8] scottdhayden
[6] digital
[4] work
[4] great
[4] technology
[4] citizenship
[4] basic
[4] concepts

Top Words in Tweet in G4:
[10] festudentdebate
[10] scottdhayden
[6] ajpodchaski
[5] digital
[4] students
[4] technology
[4] jmcjohnston
[4] edtech_stories
[3] schleiderjustin
[3] use

Top Words in Tweet in G5:
[5] festudentdebate
[4] secondary
[3] ict
[3] school
[3] technology
[3] students
[2] oliverlcummins
[2] took
[2] everything
[2] know

Top Words in Tweet in G6:
[4] reports
[4] digital
[3] according
[3] recent
[3] uk
[3] government
[3] 20
[3] years
[3] time
[3] 90

Top Words in Tweet in G7:
[4] school
[4] t
[3] classes
[2] unsure
[2] whether
[2] know
[2] secondary
[2] completely
[2] cut

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7] secondary,school
[7] scottdhayden,edtech_stories
[6] social,media
[5] digital,citizenship
[5] use,technology
[5] students,use
[4] according,recent
[4] recent,uk
[4] uk,government
[4] government,reports

Top Word Pairs in Tweet in G1:
[5] social,media
[3] use,social
[2] media,professionally
[2] schools,need
[2] students,use
[2] secondary,school
[2] digital,skills

Top Word Pairs in Tweet in G2:
[2] digital,literacy

Top Word Pairs in Tweet in G3:
[5] scottdhayden,edtech_stories
[3] digital,citizenship
[2] saw,great
[2] great,innovation
[2] innovation,around
[2] around,use
[2] use,technology
[2] technology,schools
[2] schools,bring
[2] bring,rural

Top Word Pairs in Tweet in G4:
[2] use,technology
[2] scottdhayden,students
[2] andrewdowell,scottdhayden
[2] ajpodchaski,scottdhayden
[2] scottdhayden,edtech_stories
[2] digital,citizenship

Top Word Pairs in Tweet in G5:
[3] secondary,school
[2] oliverlcummins,took
[2] took,ict
[2] ict,secondary
[2] school,everything
[2] everything,know
[2] know,technology
[2] technology,learnt
[2] learnt,outside
[2] outside,education

Top Word Pairs in Tweet in G6:
[3] according,recent
[3] recent,uk
[3] uk,government
[3] government,reports
[3] reports,20
[3] 20,years
[3] years,time
[3] time,90
[3] 90,jobs
[3] jobs,require

Top Word Pairs in Tweet in G7:
[3] t,classes
[2] unsure,whether
[2] whether,school
[2] school,know
[2] know,secondary
[2] secondary,school
[2] school,completely
[2] completely,cut
[2] cut,t

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@scottdhayden
@edtech_stories
@ajpodchaski
@jmcjohnston
@gideonwilliams
@schleiderjustin
@jadeheathbcot
@s_bearden
@rhappe
@doug_ready

Top Mentioned in G2:
@edtech_stories
@scottdhayden
@projectdigiuk

Top Mentioned in G3:
@edtech_stories
@scottdhayden
@ajpodchaski
@schleiderjustin
@jmcjohnston
@mrmandersonstn
@st_ninians_ps

Top Mentioned in G4:
@scottdhayden
@ajpodchaski
@edtech_stories
@jmcjohnston
@schleiderjustin
@autnes
@gideonwilliams
@markbeetlestone
@msdanielsstormy
@andrewdowell

Top Mentioned in G5:
@samueljanes99
@oliverlcummins
@gradeaundera

Top Mentioned in G6:
@gideonwilliams

Top Mentioned in G7:
@jadeheathbcot

Top Tweeters
Top Tweeters in Entire Graph:
@schleiderjustin
@s_bearden
@rhappe
@edtech_stories
@gradeaunderabot
@gideonwilliams
@brynmw
@scottdhayden
@ajpodchaski
@tbirdcymru

Top Tweeters in G1:
@brynmw
@mjjohnston1981
@bcotd1g1tal
@meganluciexo
@aidenbliss1
@henryfrith2
@jakebcot
@danlinternbcot
@danielcanning16
@paulizzard7

Top Tweeters in G2:
@scottdhayden
@tbirdcymru
@andrewdowell
@itsbenwhitaker
@autnes
@projectdigiuk
@markbeetlestone
@techpathwaysldn

Top Tweeters in G3:
@schleiderjustin
@ajpodchaski
@mrmandersonstn
@st_ninians_ps
@jmcjohnston
@msrobertsonstn

Top Tweeters in G4:
@s_bearden
@rhappe
@edtech_stories
@msdanielsstormy
@doug_ready

Top Tweeters in G5:
@gradeaunderabot
@gradeaundera
@oliverlcummins
@samueljanes99

Top Tweeters in G6:
@gideonwilliams
@vickyfox_
@jscanlan_001

Top Tweeters in G7:
@jadeheathbcot
@creativesbcot


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