#semmforum, Twitter, 11/14/2019 2:28:34 PM, 216438


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#semmforum_2019-11-14_06-21-52.xlsx
#semmforum_2019-11-14_06-21-52.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 14, 2019
Short Description:
#semmforum via NodeXL http://bit.ly/2OfOmA8
@kate_mcgartland
@mysparkpath
@jlindzon
@brainstormsgi
@proflyons
@woolf_atthedoor
@schweitzerls
@leesaw2
@_semworks
@bburge_canada

Top hashtags:
#semmforum
#highered
#cdnpse
#marketing
#semmforum19
#careerexploration

Description:
Description
The graph represents a network of 20 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 Thursday, 14 November 2019 at 14:23 UTC.

The tweets in the network were tweeted over the 7-day, 17-hour, 0-minute period from Wednesday, 06 November 2019 at 21:22 UTC to Thursday, 14 November 2019 at 14:22 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 : 20
Unique Edges : 17
Edges With Duplicates : 71
Total Edges : 88
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 4
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 13
Maximum Edges in a Connected Component : 81
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.064516
Graph Density : 0.0526315789473684
Modularity : 0.200284
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 20 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 Thursday, 14 November 2019 at 14:23 UTC.

The tweets in the network were tweeted over the 7-day, 17-hour, 0-minute period from Wednesday, 06 November 2019 at 21:22 UTC to Thursday, 14 November 2019 at 14:22 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:
[2] twitter.com
[1] semmforum.ca
[1] mysparkpath.com

Top Domains in Tweet in G2:
[2] twitter.com
[1] semmforum.ca
[1] mysparkpath.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[81] semmforum
[5] highered
[3] cdnpse
[2] marketing
[2] semmforum19
[1] careerexploration
[1] challenges
[1] lookbeyondjobtitles
[1] education
[1] hightweetalert



Top Hashtags in Tweet in G1:
[65] semmforum
[1] sadbuttrue
[1] hightweetalert
[1] cdnpse
[1] highered

Top Hashtags in Tweet in G2:
[8] semmforum
[2] highered
[1] careerexploration
[1] challenges
[1] lookbeyondjobtitles
[1] education

Top Hashtags in Tweet in G3:
[3] semmforum
[1] change
[1] pbj
[1] multitasking

Top Hashtags in Tweet in G4:
[2] semmforum

Top Hashtags in Tweet in G5:
[2] semmforum
[2] highered
[2] cdnpse
[2] marketing
[2] semmforum19

Top Hashtags in Tweet in G6:
[1] semmforum

Top Words
Top Words in Tweet in Entire Graph:
[76] Words in Sentiment List#1: Positive
[19] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2095] Non-categorized Words
[2190] Total Words
[84] #semmforum
[23] students
[21] _semworks
[16] data
[15] s

Top Words in Tweet in G1:
[66] #semmforum
[21] _semworks
[16] students
[14] s
[13] data
[10] more
[10] work
[8] re
[8] gen
[8] z

Top Words in Tweet in G2:
[9] #semmforum
[4] students
[3] colleagues
[3] brainstormsgi
[3] based
[2] day
[2] semm
[2] forum
[2] toronto
[2] connecting

Top Words in Tweet in G3:
[3] jlindzon
[3] #semmforum
[2] new
[2] w
[2] soft
[2] skills
[2] work

Top Words in Tweet in G4:
[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 G5:
[4] first
[3] today
[3] day
[3] 2019
[3] strategic
[3] enrolment
[3] marketing
[3] management
[3] forum
[3] #semmforum

Top Words in Tweet in G6:
[2] booth

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

Top Word Pairs in Tweet in G1:
[21] _semworks,#semmforum
[8] gen,z
[4] woolf_atthedoor,#semmforum
[3] post,secondary
[3] value,proposition
[3] semm,plan
[3] tell,story
[3] enrolment,strategy
[3] don,t
[2] re,concerned

Top Word Pairs in Tweet in G2:
[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 G3:
[2] soft,skills

Top Word Pairs in Tweet in G4:
[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 G5:
[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 G2:
@jlindzon

Top Replied-To in G3:
@jlindzon

Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@woolf_atthedoor
@stiffphillips
@wemovement
@kate_mcgartland
@acontinuouslist
@proflyons
@bburge_canada
@ememcambridge
@succinctsocial
@brainstormsgi

Top Tweeters in G1:
@woolf_atthedoor
@kate_mcgartland
@leesaw2
@_semworks
@edu_neering

Top Tweeters in G2:
@proflyons
@bburge_canada
@brainstormsgi
@schweitzerls
@mysparkpath

Top Tweeters in G3:
@ememcambridge
@jlindzon
@farrahjinha

Top Tweeters in G4:
@stiffphillips
@abletoottawa
@liveluvlife

Top Tweeters in G5:
@acontinuouslist
@succinctsocial

Top Tweeters in G6:
@wemovement
@applyboard


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