#OER20, Twitter, 2/26/2020 4:10:52 PM, 221949


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#OER20_2020-02-26_08-04-58.xlsx
#OER20_2020-02-26_08-04-58.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 26, 2020
Short Description:
#OER20 via NodeXL http://bit.ly/2T0jWW6
@oerconf
@twitthaus
@ammienoot
@marendeepwell
@thestacylynn
@sundilu
@francesbell
@catherinecronin
@bryanmmathers
@lornamcampbell

Top hashtags:
#oer20
#digciz
#altc
#wikiedu20
#weaponizationofcare
#femedtech
#digped

Description:
Description
The graph represents a network of 169 Twitter users whose recent tweets contained "#OER20", 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 Wednesday, 26 February 2020 at 16:05 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 29-minute period from Monday, 17 February 2020 at 11:22 UTC to Wednesday, 26 February 2020 at 15:52 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 : 169
Unique Edges : 577
Edges With Duplicates : 189
Total Edges : 766
Number of Edge Types : 5
Retweet : 69
Mentions : 123
MentionsInRetweet : 536
Tweet : 19
Replies to : 19
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.0909090909090909
Reciprocated Edge Ratio : 0.166666666666667
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 157
Maximum Edges in a Connected Component : 744
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.679316
Graph Density : 0.0224006762468301
Modularity : 0.436361
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 169 Twitter users whose recent tweets contained "#OER20", 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 Wednesday, 26 February 2020 at 16:05 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 29-minute period from Monday, 17 February 2020 at 11:22 UTC to Wednesday, 26 February 2020 at 15:52 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 : #OER20
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:
[12] https://oer20.oerconf.org/news/2020/02/oer20-a-few-simple-ways-to-enter-the-digital-stream-by-leigh-wolf-and-kate-molloy/
[9] https://www.youtube.com/watch?v=nbKwnDWlCX0

[4] https://twitter.com/francesbell/status/1231889886342504449
[3] https://twitter.com/OERConf/status/1229692219873005574
[2] https://oer20.oerconf.org/oer20-back-to-the-fundamentals-workshop/
[2] https://quilt.femedtech.net/2020/02/14/global-penguin-believes-in-you/
[2] https://www.alt.ac.uk/civicrm/event/info?reset=1&id=473
[2] http://netmirror.arganee.world/2020/mzamora/550/
[2] https://oer20.oerconf.org/news/2020/02/devolving-and-evolving-reflections-on-oer-and-oep-in-ireland-by-catherine-cronin-claire-mcavinia-angelica-risquez/
[2] https://twitter.com/Autumm/status/1230861922435772420

Top URLs in Tweet in G1:
[7] https://oer20.oerconf.org/news/2020/02/oer20-a-few-simple-ways-to-enter-the-digital-stream-by-leigh-wolf-and-kate-molloy/
[4] https://twitter.com/francesbell/status/1231889886342504449
[2] https://quilt.femedtech.net/2020/02/14/global-penguin-believes-in-you/
[1] https://twitter.com/OERConf/status/1229692219873005574
[1] https://oer20.oerconf.org/news/2020/02/oer20-by-stacy-katz/
[1] https://oer20.oerconf.org/
[1] https://oer20.oerconf.org/news/2020/02/devolving-and-evolving-reflections-on-oer-and-oep-in-ireland-by-catherine-cronin-claire-mcavinia-angelica-risquez/
[1] https://www.youtube.com/watch?v=nbKwnDWlCX0

[1] http://netmirror.arganee.world/2020/mzamora/550/
[1] https://quilt.femedtech.net/

Top URLs in Tweet in G2:
[2] https://oer20.oerconf.org/oer20-back-to-the-fundamentals-workshop/
[1] https://twitter.com/disrupt_learn/status/1230527531415166976
[1] https://dmll.org.uk/event/oer20-back-to-the-fundamentals-of-the-web/
[1] https://www.eventbrite.co.uk/e/imagining-education-as-a-public-good-in-the-age-of-surveillance-tickets-88476923861
[1] https://oer20.oerconf.org/news/2020/02/oer20-a-few-simple-ways-to-enter-the-digital-stream-by-leigh-wolf-and-kate-molloy/
[1] https://twitter.com/VConnecting/status/1229709036381233153

Top URLs in Tweet in G3:
[8] https://www.youtube.com/watch?v=nbKwnDWlCX0

[2] https://www.alt.ac.uk/civicrm/event/info?reset=1&id=473
[2] https://twitter.com/Autumm/status/1230861922435772420
[2] https://twitter.com/OERConf/status/1229692219873005574
[1] https://twitter.com/disrupt_learn/status/1232613846881308674
[1] https://twitter.com/bryanmmathers/status/1232685181179453442
[1] http://dlvr.it/RQBnHS
[1] https://www.sscqueens.org/projects/screening-surveillance
[1] https://oer20.oerconf.org/news/2020/02/digciz-weaponization-of-care-by-autumm-caines-and-sundi-richard/
[1] https://twitter.com/savasavasava/status/1230224706302808064

Top URLs in Tweet in G5:
[3] https://oer20.oerconf.org/news/2020/02/oer20-a-few-simple-ways-to-enter-the-digital-stream-by-leigh-wolf-and-kate-molloy/
[1] https://voiced.ca/podcast_episode_post/the-extreme-quilt-update/
[1] https://twitter.com/A_L_T/status/1229384770297057286
[1] https://artofelearning.org/2020/02/17/more-or-less-open-new-book-on-opening-education/
[1] https://twitter.com/OERConf/status/1229804387456954368
[1] http://netmirror.arganee.world/2020/mzamora/550/
[1] https://oer20.oerconf.org/news/2020/02/devolving-and-evolving-reflections-on-oer-and-oep-in-ireland-by-catherine-cronin-claire-mcavinia-angelica-risquez/

Top URLs in Tweet in G6:
[1] https://journals.sagepub.com/doi/full/10.1177/1609406915618094?cookieSet=1
[1] https://quilt.femedtech.net/2020/02/13/call-for-short-voxpop-videos-on-femedtechquilt-process/

Top URLs in Tweet in G7:
[1] https://twitter.com/ponte_frank/status/1229604623175913473

Top URLs in Tweet in G8:
[1] https://twitter.com/lornamcampbell/status/10878274370

Top URLs in Tweet in G10:
[1] https://twitter.com/ammienoot/status/1230241692420149248?s=20
[1] https://nuzzel.com/TheWayneGibbons/2020/02/25?utm_medium=referral&utm_campaign=ashare&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[21] twitter.com
[19] oerconf.org
[9] youtube.com
[4] femedtech.net
[2] ac.uk
[2] arganee.world
[2] google.com
[1] org.uk
[1] francesbell.com
[1] nuzzel.com

Top Domains in Tweet in G1:
[10] oerconf.org
[7] twitter.com
[3] femedtech.net
[2] google.com
[1] youtube.com
[1] arganee.world
[1] francesbell.com

Top Domains in Tweet in G2:
[3] oerconf.org
[2] twitter.com
[1] org.uk
[1] co.uk

Top Domains in Tweet in G3:
[8] youtube.com
[7] twitter.com
[2] ac.uk
[2] oerconf.org
[1] dlvr.it
[1] sscqueens.org

Top Domains in Tweet in G5:
[4] oerconf.org
[2] twitter.com
[1] voiced.ca
[1] artofelearning.org
[1] arganee.world

Top Domains in Tweet in G6:
[1] sagepub.com
[1] femedtech.net

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

Top Domains in Tweet in G8:
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[157] oer20
[22] digciz
[21] altc
[18] wikiedu20
[18] weaponizationofcare
[14] femedtech
[10] digped
[10] openingeducation
[9] femedtechquilt
[4] oer



Top Hashtags in Tweet in G1:
[54] oer20
[10] femedtech
[8] altc
[6] femedtechquilt
[3] digciz
[3] wikiedu20
[2] weaponizationofcare
[2] oer18
[2] openscot
[2] openscotland

Top Hashtags in Tweet in G2:
[21] oer20
[6] wikiedu20
[1] altc
[1] digped

Top Hashtags in Tweet in G3:
[42] oer20
[16] weaponizationofcare
[15] digciz
[12] altc
[7] wikiedu20
[4] alt
[3] openness
[3] oer
[1] femedtech
[1] statecorporatecrime

Top Hashtags in Tweet in G4:
[12] oer20
[2] openingeducation

Top Hashtags in Tweet in G5:
[19] oer20
[8] digped
[4] digciz
[3] opened
[2] femedtech
[2] openedie
[2] open
[1] livershare
[1] wikipedia
[1] openingeducation

Top Hashtags in Tweet in G6:
[6] openingeducation
[4] oer20
[3] openacess
[3] socialjustice
[2] femedtechquilt
[1] researchdesign
[1] highered
[1] femedtech

Top Hashtags in Tweet in G7:
[1] onl201
[1] ithuswe
[1] oer20

Top Hashtags in Tweet in G8:
[2] wikiedu20
[1] oer
[1] fancythat
[1] oer20

Top Hashtags in Tweet in G9:
[1] femedtechquilt
[1] oer20

Top Hashtags in Tweet in G10:
[2] oer20

Top Words
Top Words in Tweet in Entire Graph:
[227] Words in Sentiment List#1: Positive
[40] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6997] Non-categorized Words
[7264] Total Words
[294] #oer20
[84] open
[80] march
[71] #altc
[69] 30

Top Words in Tweet in G1:
[87] #oer20
[25] #altc
[24] open
[19] march
[14] until
[13] #femedtech
[13] oer20
[13] 16
[13] register
[13] place

Top Words in Tweet in G2:
[49] #oer20
[34] day
[25] coventry
[20] march
[18] open
[16] disrupt_learn
[16] sign
[15] 31
[15] 2020
[14] join

Top Words in Tweet in G3:
[74] #oer20
[60] 30
[41] pm
[37] #digciz
[31] savasavasava
[29] livestream
[26] mhawksey
[26] #weaponizationofcare
[25] sundilu
[23] surveillance

Top Words in Tweet in G4:
[27] #oer20
[17] angelica_tel
[17] clairemca
[17] open
[14] #altc
[12] more
[12] education
[12] #openedie
[10] thanks
[10] oerconf

Top Words in Tweet in G5:
[36] #oer20
[30] march
[14] feb
[11] #digped
[8] open
[8] catherinecronin
[7] oerconf
[7] hey_km
[7] updated
[7] schedule

Top Words in Tweet in G6:
[11] #oer20
[10] chapter
[10] open
[6] #openingeducation
[5] more
[5] less
[5] open'
[5] wonderful
[5] twitthaus
[5] re

Top Words in Tweet in G7:
[5] thank
[5] ponte_frank
[5] inviting
[5] rmit
[5] present
[5] opennetlearn
[5] colleagues
[5] more
[5] welcome
[5] join

Top Words in Tweet in G8:
[3] #oer20
[2] lornamcampbell
[2] #wikiedu20
[2] open

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] 30,pm
[36] #digciz,#oer20
[35] #altc,#oer20
[30] pm,30
[27] savasavasava,mhawksey
[26] #oer20,#altc
[23] 16,march
[23] leigh,wolf
[22] age,surveillance
[22] wolf,kate

Top Word Pairs in Tweet in G1:
[16] #altc,#oer20
[13] 16,march
[11] still,open
[11] leigh,wolf
[11] wolf,kate
[11] kate,molloy
[10] places,oer20
[10] oer20,selling
[10] selling,fast
[10] fast,registrations

Top Word Pairs in Tweet in G2:
[15] 31,march
[15] march,2020
[13] very,excited
[13] excited,announce
[13] announce,booking
[13] booking,open
[13] open,imagining
[13] imagining,education
[13] education,public
[13] public,good

Top Word Pairs in Tweet in G3:
[39] 30,pm
[33] #digciz,#oer20
[26] pm,30
[25] savasavasava,mhawksey
[17] 11,30
[17] 12,30
[15] sundilu,savasavasava
[14] pm,ust
[14] mhawksey,libskrat
[13] friday,february

Top Word Pairs in Tweet in G4:
[10] thanks,oerconf
[10] oerconf,highlights
[10] highlights,work
[10] work,forumtl
[10] forumtl,angelica_tel
[10] angelica_tel,clairemca
[10] clairemca,more
[10] more,well
[10] well,#oer20
[10] #oer20,sessions

Top Word Pairs in Tweet in G5:
[7] updated,schedule
[7] schedule,gettin'
[7] gettin',air
[7] air,feb
[7] feb,21
[7] 21,_valeriei
[7] _valeriei,colinmadland
[7] colinmadland,otessa_org
[7] otessa_org,feb
[7] feb,28

Top Word Pairs in Tweet in G6:
[5] more,less
[5] less,open'
[5] open',wonderful
[5] wonderful,twitthaus
[5] twitthaus,re
[5] re,chapter
[5] chapter,open
[5] open,ing
[5] ing,education
[5] education,#openingeducation

Top Word Pairs in Tweet in G7:
[5] thank,ponte_frank
[5] ponte_frank,inviting
[5] inviting,rmit
[5] rmit,present
[5] present,opennetlearn
[5] opennetlearn,colleagues
[5] colleagues,more
[5] more,welcome
[5] welcome,join
[5] join,visit

Top Replied-To
Top Replied-To in Entire Graph:
@autumm
@hey_km
@jennihayman
@a_l_t
@ammienoot
@donenda
@drsarahgrace
@abhumphreys
@glittrgirl
@ksleondc

Top Replied-To in G1:
@hey_km
@jennihayman
@donenda
@oerconf
@drsarahgrace
@abhumphreys

Top Replied-To in G2:
@ammienoot

Top Replied-To in G3:
@autumm
@a_l_t
@ammienoot
@ksleondc

Top Replied-To in G5:
@hey_km

Top Replied-To in G6:
@14prinsp

Top Replied-To in G9:
@glittrgirl

Top Mentioned
Top Mentioned in Entire Graph:
@savasavasava
@oerconf
@mhawksey
@ammienoot
@sundilu
@slowtech2000
@clairemca
@angelica_tel
@disrupt_learn
@hey_km

Top Mentioned in G1:
@slowtech2000
@ammienoot
@greeneterry
@francesbell
@a_l_t
@magsamond
@oerconf
@tuxjux
@cuny_oer
@angelica_tel

Top Mentioned in G2:
@disrupt_learn
@ammienoot
@marendeepwell
@czernie
@iandolphin24
@brumface
@meredithfierro
@laurenheywood
@jimgroom
@vconnecting

Top Mentioned in G3:
@savasavasava
@mhawksey
@sundilu
@libskrat
@autumm
@oerconf
@disrupt_learn
@marendeepwell
@brumface
@meredithfierro

Top Mentioned in G4:
@angelica_tel
@clairemca
@oerconf
@forumtl
@tomfarrelly
@eam0
@drjamesbrunton
@slowtech2000
@hey_km
@terrymagnf

Top Mentioned in G5:
@catherinecronin
@oerconf
@_valeriei
@colinmadland
@otessa_org
@jessifer
@clarkshahnelson
@opencontent
@cgreen
@emcandre

Top Mentioned in G6:
@twitthaus
@catherinevanner
@gogn_oer
@cherelancasteru
@ptrowler

Top Mentioned in G7:
@ponte_frank
@rmit
@opennetlearn
@kau

Top Mentioned in G8:
@lornamcampbell
@wikipedia

Top Tweeters
Top Tweeters in Entire Graph:
@wagjuer
@savasavasava
@schleiderjustin
@margymaclibrary
@nanwarner
@claudiakincaid
@bonstewart
@tweetinchar
@grammasheri
@onlinecrslady

Top Tweeters in G1:
@wagjuer
@nanwarner
@warwicklanguage
@francesbell
@lirazelf
@magsamond
@annacpage
@calimorrison
@donenda
@tceles_b_hsup

Top Tweeters in G2:
@claudiakincaid
@jimgroom
@lizmorrish
@suchprettyeyes
@marloft
@dimitristzouris
@kshjensen
@2standandstare
@ammienoot
@iandolphin24

Top Tweeters in G3:
@savasavasava
@schleiderjustin
@margymaclibrary
@bonstewart
@tweetinchar
@grammasheri
@gravesle
@mhawksey
@wikimediauk
@autumm

Top Tweeters in G4:
@catspyjamasnz
@leohavemann
@will789gb
@stephanimangano
@muireannok
@slowtech2000
@eam0
@okfnedu
@gabrielkonayuma
@forumtl

Top Tweeters in G5:
@onlinecrslady
@_valeriei
@jessifer
@catherinecronin
@mdeimann
@greeneterry
@emcandre
@miazamoraphd
@colinmadland
@hey_km

Top Tweeters in G6:
@sheilmcn
@14prinsp
@omurphy16
@gogn_oer
@lashleyed
@sarahlambertoz
@cmplxtv_studies
@twitthaus
@debjarnold
@cherelancasteru

Top Tweeters in G7:
@rmit
@kau
@kathygallen
@joergelp
@ponte_frank
@opennetlearn
@laruhl
@britawirth

Top Tweeters in G8:
@suebecks
@lornamcampbell
@mrnick
@wikipedia

Top Tweeters in G9:
@glittrgirl
@debbaff

Top Tweeters in G10:
@edtechfactotum
@thewaynegibbons


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