#CEduAD, Twitter, 1/30/2019 11:57:49 PM, 183786


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#CEduAD_2019-01-30_15-53-11.xlsx
#CEduAD_2019-01-30_15-53-11.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 30, 2019
Short Description:
#CEduAD via NodeXL http://bit.ly/2DJ2u0F
@cassiereederedu
@butkovicedu
@fillthegaplearn
@mannou77
@tamcdonald
@coneduad
@fliplearnk
@debatchison
@iamdrwill
@fetc

Top hashtags:
#cemm
#ceduad
#colombia
#nigeria
#scotland
#tunisia
#initiative
#organisation

Description:
Description
The graph represents a network of 49 Twitter users whose recent tweets contained "#CEduAD", 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, 30 January 2019 at 23:53 UTC.

The tweets in the network were tweeted over the 9-day, 10-hour, 23-minute period from Monday, 21 January 2019 at 07:25 UTC to Wednesday, 30 January 2019 at 17:49 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 : 49
Unique Edges : 64
Edges With Duplicates : 166
Total Edges : 230
Self-Loops : 30
Reciprocated Vertex Pair Ratio : 0.210526315789474
Reciprocated Edge Ratio : 0.347826086956522
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 48
Maximum Edges in a Connected Component : 229
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.323644
Graph Density : 0.0391156462585034
Modularity : 0.203455
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://zoom.us/webinar/register/829c17b22b2d1c3166858a512be5123a
[2] https://www.ceduad.com/blog
[2] https://www.ceduad.com/blog/i-blog-here-http-www-joewilsons-net
[1] https://www.youtube.com/watch?v=uNn80U9i77k&feature=youtu.be

[1] https://www.ceduad.com/members
[1] https://twitter.com/sandrahortua/status/1087538910161453056
[1] https://twitter.com/tamcdonald/status/1087787049493639170
[1] https://www.ceduad.com/events/preparing-students-for-life-the-butkovic-method-revealed
[1] https://twitter.com/mr_isaacs/status/1089556189107683328
[1] https://twitter.com/cassiereederedu/status/1089729166755401728

Top URLs in Tweet in G1:
[1] https://twitter.com/cassiereederedu/status/1089729166755401728
[1] https://twitter.com/mr_isaacs/status/1089556189107683328

Top URLs in Tweet in G2:
[5] https://zoom.us/webinar/register/829c17b22b2d1c3166858a512be5123a
[1] https://www.youtube.com/watch?v=uNn80U9i77k&feature=youtu.be

[1] https://www.ceduad.com/members
[1] https://www.ceduad.com/blog/i-blog-here-http-www-joewilsons-net
[1] https://www.youtube.com/watch?v=rUJhyKnpyXs

[1] https://twitter.com/fillthegaplearn/status/1087336399320293376
[1] https://www.eventbrite.com/e/what-is-dyscalculia-tickets-52666773738?aff=estw
[1] https://www.ceduad.com/blog
[1] https://www.ceduad.com/events/preparing-students-for-life-the-butkovic-method-revealed

Top URLs in Tweet in G3:
[1] https://www.ceduad.com/blog/i-blog-here-http-www-joewilsons-net
[1] https://www.youtube.com/watch?v=IGQmdoK_ZfY&feature=youtu.be

[1] https://www.ceduad.com/blog
[1] https://twitter.com/sandrahortua/status/1087538910161453056

Top URLs in Tweet in G4:
[1] https://twitter.com/fillthegaplearn/status/1086667260222164993
[1] https://twitter.com/tamcdonald/status/1087787049493639170

Top URLs in Tweet in G5:
[1] https://twitter.com/EdTech_Stories/status/1089942549048033285

Top Domains
Top Domains in Tweet in Entire Graph:
[7] twitter.com
[6] ceduad.com
[5] zoom.us
[3] youtube.com
[1] eventbrite.com

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[5] zoom.us
[4] ceduad.com
[2] youtube.com
[1] twitter.com
[1] eventbrite.com

Top Domains in Tweet in G3:
[2] ceduad.com
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[99] cemm
[72] ceduad
[6] colombia
[6] nigeria
[6] scotland
[6] tunisia
[5] initiative
[5] organisation
[4] newpowereducation
[3] achieve



Top Hashtags in Tweet in G1:
[5] cemm
[3] fetc
[3] ceduad
[2] ecglobal
[1] sustainability
[1] gsuite
[1] googleguide
[1] googlecamp
[1] gsuiteforedu
[1] it

Top Hashtags in Tweet in G2:
[49] cemm
[44] ceduad
[3] initiative
[3] organisation
[3] newpowereducation
[3] connected
[3] colombia
[3] nigeria
[3] scotland
[3] tunisia

Top Hashtags in Tweet in G3:
[38] cemm
[17] ceduad
[2] teachersteachingteachers
[2] initiative
[2] organisation
[1] educationday
[1] newpowereducation
[1] colombia
[1] nigeria
[1] scotland

Top Hashtags in Tweet in G4:
[7] cemm
[7] ceduad
[2] colombia
[2] nigeria
[2] scotland
[2] tunisia

Top Hashtags in Tweet in G5:
[1] cmgr
[1] cmad
[1] ceduad

Top Words
Top Words in Tweet in Entire Graph:
[103] Words in Sentiment List#1: Positive
[23] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3042] Non-categorized Words
[3168] Total Words
[99] cemm
[72] ceduad
[64] fillthegaplearn
[38] students
[32] butkovicedu

Top Words in Tweet in G1:
[6] fillthegaplearn
[6] here
[5] fetc
[5] cemm
[5] answering
[5] use
[4] hashtag
[3] great
[3] ceduad
[2] ecglobal

Top Words in Tweet in G2:
[49] cemm
[44] ceduad
[18] students
[14] butkovicedu
[12] anita
[12] time
[11] learning
[11] a4
[11] fillthegaplearn
[8] first

Top Words in Tweet in G3:
[41] fillthegaplearn
[38] cemm
[19] students
[17] ceduad
[14] butkovicedu
[10] learning
[10] anita
[10] teachers
[9] kids
[8] vlatka

Top Words in Tweet in G4:
[7] cemm
[7] ceduad
[6] fillthegaplearn
[4] butkovicedu
[3] amazing
[3] fliplearnk
[2] insightful
[2] contribution
[2] suncica
[2] trbovic

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] cemm,anita
[18] a4,cemm
[15] q3,cemm
[15] cemm,vlatka
[14] a5,cemm
[12] a3,cemm
[12] fillthegaplearn,a4
[11] cemm,iskra
[10] answering,use
[10] use,hashtag

Top Word Pairs in Tweet in G1:
[5] fillthegaplearn,here
[4] answering,use
[4] use,hashtag
[2] fetc,fetc
[2] ecglobal,ceduad

Top Word Pairs in Tweet in G2:
[12] cemm,anita
[10] a4,cemm
[7] a5,cemm
[7] cemm,vlatka
[7] q3,cemm
[6] cemm,iskra
[6] a3,cemm
[5] answering,use
[5] use,hashtag
[5] cassiereederedu,tamcdonald

Top Word Pairs in Tweet in G3:
[10] cemm,anita
[8] cemm,vlatka
[8] fillthegaplearn,a4
[8] a4,cemm
[7] fillthegaplearn,a5
[7] a5,cemm
[7] fillthegaplearn,q3
[7] q3,cemm
[6] fillthegaplearn,a3
[6] a3,cemm

Top Word Pairs in Tweet in G4:
[3] cemm,ceduad
[2] insightful,contribution
[2] contribution,suncica
[2] suncica,trbovic
[2] trbovic,cemm
[2] ceduad,fillthegaplearn
[2] fillthegaplearn,butkovicedu
[2] butkovicedu,need
[2] need,kids
[2] kids,things

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@fillthegaplearn
@butkovicedu
@cassiereederedu
@fliplearnk
@tamcdonald
@coneduad
@cebcroatia
@sandrahortua
@wallaceuofe
@zoom_us

Top Mentioned in G1:
@fillthegaplearn
@fetc
@google
@debatchison
@c
@emercedlearning
@techamys
@iamvlewis
@marviadavidson
@kklaster

Top Mentioned in G2:
@butkovicedu
@fillthegaplearn
@tamcdonald
@cassiereederedu
@coneduad
@zoom_us
@fliplearnk
@cebcroatia
@mannou77
@sandrahortua

Top Mentioned in G3:
@fillthegaplearn
@butkovicedu
@cebcroatia
@fliplearnk
@coneduad
@sandrahortua
@zripley
@jmattmiller
@tamcdonald
@mannou77

Top Mentioned in G4:
@fillthegaplearn
@butkovicedu
@fliplearnk
@sandrahortua
@wallaceuofe
@cassiereederedu
@mannou77

Top Tweeters
Top Tweeters in Entire Graph:
@alicekeeler
@iamdrwill
@tamcdonald
@christinkardos
@google
@daviddidau
@sarahdateechur
@mr_isaacs
@mguhlin
@jmattmiller

Top Tweeters in G1:
@iamdrwill
@google
@sarahdateechur
@mr_isaacs
@mguhlin
@cpoole27
@fetc
@marviadavidson
@dkapuler
@claudiozavalajr

Top Tweeters in G2:
@daviddidau
@ianstuart66
@kat_goyette
@joecar
@eventbriteuk
@zoom_us
@vendi55
@bdadyslexia
@fillthegaplearn
@sonnenschein_43

Top Tweeters in G3:
@alicekeeler
@jmattmiller
@mjcraw
@edchateu
@wmwayne
@butkovicedu
@zripley
@coneduad
@cebcroatia
@megimaga

Top Tweeters in G4:
@tamcdonald
@wallaceuofe
@emrah4real
@fliplearnk
@mannou77
@sandrahortua

Top Tweeters in G5:
@christinkardos


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