SEMMForum, Twitter, 11/17/2019 10:42:26 AM, 216577


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SEMMForum_2019-11-17_02-36-51.xlsx
SEMMForum_2019-11-17_02-36-51.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 17, 2019
Short Description:
SEMMForum via NodeXL http://bit.ly/2KtKvhI
@kate_mcgartland
@mysparkpath
@jlindzon
@amylcarmack
@applyboard
@proflyons
@woolf_atthedoor
@schweitzerls
@ememcambridge
@ubcprez

Top hashtags:
#semmforum
#highered
#education
#cdnpse
#marketing
#semmforum19
#hemktg
#pseweb

Description:
Description
The graph represents a network of 28 Twitter users whose recent tweets contained "SEMMForum", 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 Sunday, 17 November 2019 at 10:37 UTC.

The tweets in the network were tweeted over the 3-day, 3-hour, 1-minute period from Monday, 11 November 2019 at 20:36 UTC to Thursday, 14 November 2019 at 23:38 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 : 28
Unique Edges : 25
Edges With Duplicates : 106
Total Edges : 131
Self-Loops : 61
Reciprocated Vertex Pair Ratio : 0.0689655172413793
Reciprocated Edge Ratio : 0.129032258064516
Connected Components : 6
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 17
Maximum Edges in a Connected Component : 117
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.14557
Graph Density : 0.041005291005291
Modularity : 0.193608
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 28 Twitter users whose recent tweets contained "SEMMForum", 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 Sunday, 17 November 2019 at 10:37 UTC.

The tweets in the network were tweeted over the 3-day, 3-hour, 1-minute period from Monday, 11 November 2019 at 20:36 UTC to Thursday, 14 November 2019 at 23:38 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 : SEMMForum
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top Domains
Top Domains in Tweet in Entire Graph:
[3] semmforum.ca
[2] twitter.com
[1] mysparkpath.com
[1] futureworkforce.ca

Top Domains in Tweet in G2:
[1] semmforum.ca
[1] futureworkforce.ca

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

Top Domains in Tweet in G6:
[1] semmforum.ca

Top Domains in Tweet in G7:
[1] semmforum.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[110] semmforum
[4] highered
[2] education
[2] cdnpse
[2] marketing
[2] semmforum19
[1] hemktg
[1] pseweb
[1] careerexploration
[1] challenges



Top Hashtags in Tweet in G1:
[90] semmforum
[1] sadbuttrue
[1] hightweetalert
[1] education

Top Hashtags in Tweet in G2:
[4] semmforum
[1] change
[1] pbj
[1] multitasking

Top Hashtags in Tweet in G3:
[6] semmforum
[1] education
[1] careerexploration
[1] challenges
[1] lookbeyondjobtitles

Top Hashtags in Tweet in G4:
[2] semmforum

Top Hashtags in Tweet in G5:
[2] semmforum

Top Hashtags in Tweet in G6:
[3] semmforum
[2] highered

Top Hashtags in Tweet in G7:
[2] semmforum
[2] highered
[2] cdnpse
[2] marketing
[2] semmforum19

Top Hashtags in Tweet in G8:
[1] semmforum
[1] hemktg
[1] pseweb

Top Words
Top Words in Tweet in Entire Graph:
[107] Words in Sentiment List#1: Positive
[28] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3088] Non-categorized Words
[3223] Total Words
[118] #semmforum
[31] students
[28] s
[24] more
[21] _semworks

Top Words in Tweet in G1:
[94] #semmforum
[24] students
[22] s
[21] _semworks
[19] more
[16] re
[15] t
[14] data
[14] woolf_atthedoor
[11] work

Top Words in Tweet in G2:
[4] #semmforum
[4] work
[3] jlindzon
[3] nov
[2] focus
[2] w
[2] soft
[2] skills
[2] new
[2] future

Top Words in Tweet in G3:
[9] #semmforum
[4] s
[4] students
[3] woolf_atthedoor
[3] out
[3] based
[2] checks
[2] data
[2] schweitzerls
[2] present

Top Words in Tweet in G4:
[3] booth
[2] #semmforum
[2] come
[2] learn

Top Words in Tweet in G5:
[2] dcoi's
[2] liveluvlife
[2] excited
[2] featured
[2] week's
[2] #semmforum
[2] presenting
[2] businesses
[2] tips
[2] reduce

Top Words in Tweet in G6:
[3] #semmforum
[3] student
[2] agent
[2] day
[2] semm
[2] forum
[2] toronto
[2] connecting
[2] reconnecting
[2] colleagues

Top Words in Tweet in G7:
[5] 2019
[4] first
[4] social
[4] 1
[4] check
[3] today
[3] day
[3] strategic
[3] enrolment
[3] marketing

Top Words in Tweet in G8:
[2] 2
[2] great

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] _semworks,#semmforum
[15] woolf_atthedoor,#semmforum
[8] gen,z
[5] #semmforum,#highered
[4] don,t
[4] learn,more
[3] wonder,re
[3] semm,plan
[3] tell,story
[3] enrolment,strategy

Top Word Pairs in Tweet in G1:
[21] _semworks,#semmforum
[13] woolf_atthedoor,#semmforum
[8] gen,z
[4] don,t
[3] wonder,re
[3] post,secondary
[3] value,proposition
[3] semm,plan
[3] tell,story
[3] prospective,students

Top Word Pairs in Tweet in G2:
[2] soft,skills
[2] future,work
[2] age,automation

Top Word Pairs in Tweet in G3:
[2] checks,out
[2] out,based
[2] based,data
[2] data,schweitzerls
[2] schweitzerls,present
[2] present,#semmforum
[2] #semmforum,brainstormsgi
[2] brainstormsgi,national
[2] national,survey
[2] survey,students

Top Word Pairs in Tweet in G4:
[2] come,booth

Top Word Pairs in Tweet in G5:
[2] dcoi's,liveluvlife
[2] liveluvlife,excited
[2] excited,featured
[2] featured,week's
[2] week's,#semmforum
[2] #semmforum,presenting
[2] presenting,businesses
[2] businesses,tips
[2] tips,reduce
[2] reduce,employment

Top Word Pairs in Tweet in G6:
[2] semm,forum
[2] forum,toronto
[2] toronto,connecting
[2] connecting,reconnecting
[2] reconnecting,colleagues
[2] colleagues,advance
[2] advance,student
[2] student,success
[2] success,#semmforum
[2] #semmforum,#highered

Top Word Pairs in Tweet in G7:
[3] today,first
[3] first,day
[3] day,2019
[3] 2019,strategic
[3] strategic,enrolment
[3] enrolment,marketing
[3] marketing,management
[3] management,forum
[3] #semmforum,#highered
[3] #highered,#cdnpse

Top Replied-To
Top Replied-To in Entire Graph:
@jlindzon

Top Replied-To in G1:
@jlindzon

Top Replied-To in G2:
@jlindzon

Top Replied-To in G3:
@jlindzon

Top Mentioned
Top Mentioned in Entire Graph:
@_semworks
@woolf_atthedoor
@academicatopten
@jlindzon
@schweitzerls
@brainstormsgi
@liveluvlife
@ubcprez
@leesaw2

Top Mentioned in G1:
@_semworks
@woolf_atthedoor
@academicatopten
@mysparkpath
@leesaw2
@ubcprez

Top Mentioned in G2:
@jlindzon
@tmls_to
@sidewalktoronto

Top Mentioned in G3:
@woolf_atthedoor
@schweitzerls
@brainstormsgi

Top Mentioned in G4:
@uri_carnat
@wemovement

Top Mentioned in G5:
@liveluvlife

Top Mentioned in G6:
@memorialu

Top Mentioned in G7:

Top Tweeters
Top Tweeters in Entire Graph:
@woolf_atthedoor
@academicatopten
@memorialu
@stiffphillips
@wemovement
@ubcprez
@kate_mcgartland
@sdassociates
@acontinuouslist
@proflyons

Top Tweeters in G1:
@woolf_atthedoor
@academicatopten
@ubcprez
@kate_mcgartland
@amylcarmack
@leesaw2
@_semworks
@edu_neering

Top Tweeters in G2:
@ememcambridge
@sidewalktoronto
@jlindzon
@tmls_to
@farrahjinha

Top Tweeters in G3:
@proflyons
@brainstormsgi
@schweitzerls
@mysparkpath

Top Tweeters in G4:
@wemovement
@applyboard
@uri_carnat

Top Tweeters in G5:
@stiffphillips
@abletoottawa
@liveluvlife

Top Tweeters in G6:
@memorialu
@bburge_canada

Top Tweeters in G7:
@acontinuouslist
@succinctsocial

Top Tweeters in G8:
@sdassociates


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