GBCollege, Twitter, 5/27/2019 3:29:00 AM, 198154


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GBCollege_2019-05-26_20-17-20.xlsx
GBCollege_2019-05-26_20-17-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 27, 2019
Short Description:
GBCollege via NodeXL http://bit.ly/2HZbEan
@gbcollege
@drrickh
@haggisracer
@sarah__kitz
@timfricker
@mmguru
@digifestto
@startgbc
@thetaafi
@peterboisseau

Top hashtags:
#mygbc
#toronto
#elderwisdom
#gbc
#cshsdigital
#education
#azawards
#blockchain
#thearbour

Description:
Description
The graph represents a network of 1,292 Twitter users whose tweets in the requested range contained "GBCollege", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 27 May 2019 at 03:18 UTC.

The requested start date was Monday, 27 May 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 59-day, 10-hour, 14-minute period from Tuesday, 26 March 2019 at 13:46 UTC to Saturday, 25 May 2019 at 00:01 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 : 1292
Unique Edges : 2502
Edges With Duplicates : 2448
Total Edges : 4950
Number of Edge Types : 3
Mentions : 4569
Replies to : 294
Tweet : 87
Self-Loops : 87
Reciprocated Vertex Pair Ratio : 0.0994007754670427
Reciprocated Edge Ratio : 0.180827188201347
Connected Components : 13
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 1277
Maximum Edges in a Connected Component : 4936
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.852457
Graph Density : 0.0018699354665426
Modularity : 0.393062
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] http://startgbc.com/win-free-tickets-to-collision/
[13] http://startgbc.com/event/pitch/
[12] http://startgbc.com/event/speak-on-your-feet-personal-professional-development-program/
[10] http://urbantoronto.ca/news/2019/05/george-brown-opens-school-design-daniels-waterfront
[10] http://startgbc.com/event/ex-plore-2019/
[9] http://startgbc.com/summercamp/
[9] http://startgbc.com/event/summer-company-program/
[8] http://startgbc.com/event/digifest/
[8] http://startgbc.com/event/nyc-curb-to-market-challenge/
[8] http://startgbc.com/event/ideation/

Top URLs in Tweet in G1:
[6] https://azuremagazine.us1.list-manage.com/track/click?u=566404d1dd6d01d61bd28e3a3&id=1dda5d1287&e=94eacf0d0c
[4] https://www.azuremagazine.com/article/the-az-awards-2019-meet-the-finalists/
[3] http://stuview.georgebrown.ca/
[3] http://urbantoronto.ca/news/2019/05/gbc%E2%80%99s-mass-timber-arbour-revised-site-plan-approval
[3] https://torontodigifest.ca/
[2] https://www.georgebrown.ca/news/students-can-borrow-portable-wifi-devices-from-campus-library/
[2] https://www.georgebrown.ca/news/smoke-free-policy-takes-effect-on-campus-august202018.aspx
[2] https://www.toronto.ca/services-payments/recycling-organics-garbage/litter/
[2] https://www.georgebrown.ca/admissions/accept-your-offer/
[2] https://www.georgebrown.ca/strategy/

Top URLs in Tweet in G2:
[13] http://startgbc.com/event/pitch/
[13] http://startgbc.com/win-free-tickets-to-collision/
[12] http://startgbc.com/event/speak-on-your-feet-personal-professional-development-program/
[10] http://startgbc.com/event/ex-plore-2019/
[9] http://urbantoronto.ca/news/2019/05/george-brown-opens-school-design-daniels-waterfront
[9] http://startgbc.com/event/summer-company-program/
[9] http://startgbc.com/summercamp/
[8] http://startgbc.com/event/questions/
[8] http://startgbc.com/event/ideation/
[8] http://startgbc.com/event/nyc-curb-to-market-challenge/

Top URLs in Tweet in G3:
[2] https://mynextcoop.ca/
[2] https://lnkd.in/gkak3Zx
[1] https://twitter.com/DrRickH/status/1120318546737758209
[1] https://twitter.com/DrRickH/status/1121078402465898496
[1] https://soundcloud.com/workshiftpodcast/episode-3-disruption-in-the-banking-and-financial-services-industries
[1] https://twitter.com/2LearnDaily/status/1122930817301458944
[1] http://www.careersandeducation.ca/industry-insight/achieve-excellence-with-unique-hands-on-education
[1] https://www.the-cma.org/about/board
[1] https://twitter.com/jasmin95699577/status/1123237758439448576
[1] https://twitter.com/NatashaHannon/status/1123590022526046208

Top URLs in Tweet in G4:
[1] https://twitter.com/gbcollege/status/1124393857289007107
[1] https://twitter.com/gbcollege/status/1126199307068215297
[1] https://twitter.com/gbcollege/status/1113433475711893504
[1] https://twitter.com/gbcollege/status/1110528086897029120
[1] https://twitter.com/eater/status/1110757335864172544

Top URLs in Tweet in G5:
[1] https://www.skillsontario.com/competition-visitors
[1] https://goo.gl/pK3vBK
[1] https://goo.gl/TWEPSW

Top URLs in Tweet in G6:
[2] https://twitter.com/MariaToorpakai/status/1112124005169987585
[1] https://www.swarmapp.com/c/4u59BhP5euT
[1] https://www.swarmapp.com/c/imTse8bnxgo
[1] https://torontodigifest.ca/sessions/tech-for-social-good/
[1] https://twitter.com/AnnieDanz/status/1011655999965495297

Top URLs in Tweet in G7:
[1] https://www.cdiassoci.com/wethink2019

Top URLs in Tweet in G8:
[1] https://globalnews.ca/news/5297777/canadian-government-aims-to-boost-tourism-by-25-per-cent-before-2025/?utm_source=GlobalNews&utm_medium=Facebook&fbclid=IwAR1nDovIWkHNeolw2Ig8t1rLnN3SMOBNlTHDxE7qw7rUg9kk0puLCj4OCHs

Top URLs in Tweet in G9:
[1] https://twitter.com/13amgames/status/1131955483626135552

Top URLs in Tweet in G10:
[1] https://www.eventbrite.ca/e/annual-epilepsy-conference-toronto-2019-tickets-59491224855
[1] https://twitter.com/epilepsytoronto/status/1111284169735327744
[1] https://twitter.com/onlylucy/status/1118896267583606784

Top Domains
Top Domains in Tweet in Entire Graph:
[121] startgbc.com
[106] twitter.com
[70] georgebrown.ca
[45] instagram.com
[27] dialognews.ca
[26] eventbrite.ca
[20] urbantoronto.ca
[11] educationnewscanada.com
[9] youtube.com
[9] office.com

Top Domains in Tweet in G1:
[50] georgebrown.ca
[30] twitter.com
[21] instagram.com
[6] azuremagazine.com
[6] urbantoronto.ca
[6] list-manage.com
[5] eventbrite.ca
[4] torontodigifest.ca
[3] ciob.org
[2] toronto.ca

Top Domains in Tweet in G2:
[121] startgbc.com
[49] twitter.com
[26] dialognews.ca
[16] instagram.com
[15] georgebrown.ca
[14] urbantoronto.ca
[13] eventbrite.ca
[11] educationnewscanada.com
[9] office.com
[6] sdgtownhall.ca

Top Domains in Tweet in G3:
[5] twitter.com
[2] mynextcoop.ca
[2] lnkd.in
[2] thestar.com
[2] eventbrite.ca
[1] soundcloud.com
[1] careersandeducation.ca
[1] the-cma.org
[1] maxsbigride.com
[1] google.com

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

Top Domains in Tweet in G5:
[2] goo.gl
[1] skillsontario.com

Top Domains in Tweet in G6:
[3] twitter.com
[2] swarmapp.com
[1] torontodigifest.ca

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

Top Domains in Tweet in G8:
[1] globalnews.ca

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] eventbrite.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[109] mygbc
[54] toronto
[43] elderwisdom
[27] gbc
[25] cshsdigital
[24] education
[24] azawards
[23] blockchain
[23] thearbour
[22] gbcollege



Top Hashtags in Tweet in G1:
[73] mygbc
[22] azawards
[21] thearbour
[15] mta
[14] dyk
[13] automation
[12] ai
[12] toronto
[12] gbcollege
[11] machinelearning

Top Hashtags in Tweet in G2:
[40] elderwisdom
[36] mygbc
[20] toronto
[17] pcdisrupts19
[15] education
[15] ontario
[13] fundamentals
[12] innovation
[12] development
[12] gbcgalaxy

Top Hashtags in Tweet in G3:
[19] cshsdigital
[10] oer
[3] rrumalat
[2] gbc2030
[2] cmaevents
[2] oextend
[2] udlhe
[2] transform2030
[2] onpse
[2] graphicdesign

Top Hashtags in Tweet in G4:
[3] hospitality
[2] education
[2] innovation
[2] tdsb
[2] community
[1] desserts
[1] amazing
[1] food
[1] terroir2019
[1] gbcchca

Top Hashtags in Tweet in G5:
[7] skillson2019
[4] skilledtrades
[3] apprenticeship
[2] consultations
[2] champion
[2] beourguest
[2] hospitality
[2] talent
[2] shsm
[2] studentsuccess

Top Hashtags in Tweet in G6:
[18] blockchain
[9] blockhack19
[9] blockhackto
[7] coders
[7] students
[7] dyk
[7] bigwhitewall
[6] blockhackathon2019
[4] torontoblockchainweek
[2] mtfhackathon

Top Hashtags in Tweet in G7:
[17] cybersecurity
[7] hackstudent
[6] toronto
[4] womenintrades
[4] onel
[4] ethicalhacking
[3] education
[1] experientiallearningrocks
[1] pathwaysycdsb
[1] ycdsb21c

Top Hashtags in Tweet in G8:
[5] changelead19
[3] collision2019
[3] proudtoworkaatbmo
[2] 4thindustrialrevolution
[1] stem
[1] literacy
[1] indigeneering
[1] technology
[1] innovation
[1] smartcities

Top Hashtags in Tweet in G9:
[1] torontodev
[1] indiedev

Top Hashtags in Tweet in G10:
[4] micheleedwardsbursary2019
[1] micheleedwardsbursary

Top Words
Top Words in Tweet in Entire Graph:
[2264] Words in Sentiment List#1: Positive
[273] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[43947] Non-categorized Words
[46484] Total Words
[1538] gbcollege
[299] students
[224] s
[183] great
[180] today

Top Words in Tweet in G1:
[409] gbcollege
[75] s
[73] #mygbc
[68] students
[52] 2019
[46] great
[41] out
[39] congratulations
[38] today
[38] future

Top Words in Tweet in G2:
[680] gbcollege
[147] students
[130] learn
[125] now
[106] more
[101] here
[98] startgbc
[84] design
[77] great
[77] s

Top Words in Tweet in G3:
[83] gbcollege
[28] faculty
[19] professordannys
[19] #cshsdigital
[18] drrickh
[16] 3
[15] education
[15] digital
[14] students
[14] durhamcollege

Top Words in Tweet in G4:
[55] gbcollege
[46] haggisracer
[25] s
[23] chef
[19] food
[16] britsintoronto
[13] great
[13] today
[12] students
[12] see

Top Words in Tweet in G5:
[43] gbcollege
[19] students
[14] great
[13] thank
[13] hiec_appsearch
[13] tdsb
[11] skillsontario
[9] young
[9] women's
[8] skills

Top Words in Tweet in G6:
[42] gbcollege
[18] cryptocanucks
[18] #blockchain
[13] 3
[13] blockchain
[11] join
[11] toblockchainwk
[11] thebitcoinbay
[11] sponsors
[10] come

Top Words in Tweet in G7:
[34] gbcollege
[19] hack_student
[17] #cybersecurity
[13] today
[12] thanks
[12] students
[12] school
[11] e2hln
[10] pathwaysycdsb
[10] yrdsb

Top Words in Tweet in G8:
[34] gbcollege
[30] drrickh
[23] bmo
[10] collisionhq
[10] thechangelead
[10] cathmckenna
[7] today
[6] anncavoukian
[6] bitgord
[6] great

Top Words in Tweet in G9:
[4] gbcollege
[3] 13amgames
[3] finishlinegames
[3] jasoncanam
[3] hhgamesinc
[3] meaganbudgell
[3] drinkboxstudios
[3] jeo77
[3] getsetgames
[3] capygames

Top Words in Tweet in G10:
[8] gbcollege
[6] peterboisseau
[6] viraniarif
[5] parkdalelegal
[5] bhutilakarpoche
[5] support
[5] women
[4] utlawnexus
[4] ryersoncareer
[4] yorku

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[104] george,brown
[89] learn,more
[77] more,here
[68] register,now
[68] brown,college
[62] here,gbcollege
[57] gbcollege,students
[51] gbcollege,gbcincubator
[49] check,out
[42] waterfront,campus

Top Word Pairs in Tweet in G1:
[30] george,brown
[21] brown,college
[21] tall,wood
[19] check,out
[15] #mta,actonostry
[13] future,education
[13] #thearbour,gbcollege
[12] year,end
[12] spring,term
[12] 2019,#azawards

Top Word Pairs in Tweet in G2:
[85] learn,more
[77] more,here
[65] register,now
[61] here,gbcollege
[51] gbcollege,gbcincubator
[46] gbcollege,students
[37] george,brown
[28] brown,college
[25] check,out
[21] now,open

Top Word Pairs in Tweet in G3:
[11] flipgrid,drrickh
[10] excited,host
[10] host,7
[10] 7,faculty
[10] faculty,members
[10] members,ecampusontario
[10] ecampusontario,3
[10] 3,day
[10] day,#oer
[10] #oer,sprint

Top Word Pairs in Tweet in G4:
[11] haggisracer,gbcollege
[9] george,brown
[9] chef,school
[8] zita,cobb
[8] kevinrooney11,britsintoronto
[7] brown,chef
[6] peterthegannet,gbcollege
[6] food,insecurity
[5] gbcollege,restaurantsca
[5] gbcollege,kevinrooney11

Top Word Pairs in Tweet in G5:
[8] gbcollege,great
[8] skillsontario,young
[7] young,women's
[6] come,try
[6] try,hammer
[6] hammer,nailing
[6] nailing,skills
[6] skills,gbcollege
[6] gbcollege,building
[6] building,renovations

Top Word Pairs in Tweet in G6:
[9] come,join
[9] join,#blockhack19
[9] #blockhack19,weekend
[9] weekend,learn
[9] learn,develop
[9] develop,#blockchain
[9] #blockchain,applications
[8] cryptocanucks,come
[7] ambitious,young
[7] young,#blockchain

Top Word Pairs in Tweet in G7:
[10] today,gbcollege
[8] s,inspiring
[8] inspiring,teach
[8] teach,#cybersecurity
[8] #cybersecurity,bright
[8] bright,kids
[8] kids,great
[8] great,work
[8] work,volunteers
[8] volunteers,hack_student

Top Word Pairs in Tweet in G8:
[10] bmo,gbcollege
[8] drrickh,bmo
[8] gbcollege,thechangelead
[8] drrickh,cathmckenna
[7] cathmckenna,collisionhq
[7] collisionhq,gbcollege
[7] gbcollege,bmo
[4] anncavoukian,bitgord
[3] thechangelead,anncavoukian
[2] looking,forward

Top Word Pairs in Tweet in G9:
[3] gbcollege,finishlinegames
[3] finishlinegames,jasoncanam
[3] jasoncanam,hhgamesinc
[3] hhgamesinc,meaganbudgell
[3] meaganbudgell,drinkboxstudios
[3] drinkboxstudios,jeo77
[3] jeo77,getsetgames
[3] getsetgames,capygames
[3] capygames,levelupto
[3] levelupto,kencho416

Top Word Pairs in Tweet in G10:
[5] bhutilakarpoche,viraniarif
[4] parkdalelegal,bhutilakarpoche
[4] viraniarif,utlawnexus
[4] utlawnexus,ryersoncareer
[4] ryersoncareer,yorku
[4] yorku,gbcollege
[4] please,help
[4] help,spread
[4] spread,word
[4] word,#micheleedwardsbursary2019

Top Replied-To
Top Replied-To in Entire Graph:
@gbcollege
@haggisracer
@drrickh
@liz_henriques
@endtoend_com
@dovidmorris
@professordannys
@theciob
@capnallegra
@fairviewltc

Top Replied-To in G1:
@gbcollege
@dovidmorris
@theciob
@liz_henriques
@steph_jonespr
@amynmanji10
@stellabastone
@ccetgeorgebrown
@penzade
@_96315

Top Replied-To in G2:
@gbcollege
@drrickh
@endtoend_com
@liz_henriques
@fairviewltc
@mark_sear
@gbcresearch
@goofygangster
@jamberrycarla
@schlegelvillage

Top Replied-To in G3:
@professordannys
@brandoncarsoned
@jeremyrifkin
@maxsbigride
@gbcollege
@sms_adkins

Top Replied-To in G4:
@haggisracer
@karenpeattie
@reftitus11
@restaurantsca
@deirdregiblin1

Top Replied-To in G5:
@hiec_appsearch
@ronfelsen
@ccetgeorgebrown
@rescon_vp
@runnymedeci

Top Replied-To in G6:
@mariatoorpakai
@thebitcoinbay

Top Replied-To in G7:
@e2hln
@ctk_ycdsb
@hack_student
@gbcollege

Top Replied-To in G8:
@drrickh
@gbcollege
@hessiejones
@oliveblueinc
@bobheaslip
@germainstdenis
@thechangelead
@mantoniaramos1

Top Replied-To in G9:
@bradfurminger
@13amgames

Top Replied-To in G10:
@peterboisseau
@epilepsytoronto

Top Mentioned
Top Mentioned in Entire Graph:
@gbcollege
@drrickh
@startgbc
@gbcincubator
@ccetgeorgebrown
@georgebrowngrad
@gbcresearch
@gbcchca
@digifestto
@moriyamateshima

Top Mentioned in G1:
@gbcollege
@moriyamateshima
@actonostry
@azuremagazine
@ccetgeorgebrown
@drrickh
@caledoniannews
@univ_indonesia
@theciob
@fp_champagne

Top Mentioned in G2:
@gbcollege
@startgbc
@gbcincubator
@drrickh
@georgebrowngrad
@gbcresearch
@ccetgeorgebrown
@fairviewltc
@gbcchca
@sagbc

Top Mentioned in G3:
@gbcollege
@drrickh
@professordannys
@durhamcollege
@sheridancollege
@flipgrid
@ecampusontario
@fanshawecollege
@centennialedu
@senecacollege

Top Mentioned in G4:
@gbcollege
@haggisracer
@britsintoronto
@peterthegannet
@kevinrooney11
@mistereatgalway
@johntory
@dorannhargreav1
@restaurantsca
@torontolife

Top Mentioned in G5:
@gbcollege
@tdsb
@skillsontario
@hiec_appsearch
@kwith64
@caf_fca
@accorhotels
@hazeltonhotel
@interconhotels
@finanliteracy

Top Mentioned in G6:
@gbcollege
@cryptocanucks
@toblockchainwk
@thebitcoinbay
@uoft
@todanetwork
@mtfhackathon
@un
@uoftblockchain
@ru_blockchain_

Top Mentioned in G7:
@gbcollege
@hack_student
@pathwaysycdsb
@yrdsb
@palmateach
@e2hln
@kdpathways
@dbruni_
@ocad
@guelphhumber

Top Mentioned in G8:
@gbcollege
@bmo
@drrickh
@collisionhq
@thechangelead
@cathmckenna
@anncavoukian
@bitgord
@cmmcgowan
@wigglesworthian

Top Mentioned in G9:
@gbcollege
@finishlinegames
@jasoncanam
@hhgamesinc
@meaganbudgell
@drinkboxstudios
@jeo77
@getsetgames
@capygames
@levelupto

Top Mentioned in G10:
@gbcollege
@viraniarif
@parkdalelegal
@bhutilakarpoche
@peterboisseau
@utlawnexus
@ryersoncareer
@yorku
@uoftstudentlife
@gordperks

Top Tweeters
Top Tweeters in Entire Graph:
@httweets
@irishtimes
@calcaware
@ksp_libs
@ttchelps
@torontostar
@santchiweb
@cnn
@cbcnews
@socialgoodstuff

Top Tweeters in G1:
@ksp_libs
@torontostar
@santchiweb
@casiestewart
@nhl
@vanity_xsimpson
@gregorioeats
@google
@bnnbloomberg
@adweek

Top Tweeters in G2:
@calcaware
@cbcnews
@foodmfguk
@sourcing_guru
@startuphereto
@nait
@carolyn_bennett
@bttoronto
@researchmrx
@sandwashpink

Top Tweeters in G3:
@flipgrid
@mikeopseu
@mastercard
@centennialedu
@mohawkcollege
@microsoftedu
@everynine
@communitech
@senecacollege
@msolomonteacher

Top Tweeters in G4:
@httweets
@irishtimes
@kitchensprout
@cbctoronto
@6thsensemoment
@divaqbbq
@mistereatgalway
@_jennhicks
@pauldecampo
@torontolife

Top Tweeters in G5:
@fourseasons
@accorhotels
@tdsb
@lc2_tdsb
@youtube
@lstrangway
@michael_tdsb
@interconhotels
@tonydmayor
@finanliteracy

Top Tweeters in G6:
@socialgoodstuff
@njlahori
@uo
@un
@anniedanz
@un_women
@ryersonu
@hrisinnovative
@marclijour
@ansible

Top Tweeters in G7:
@peelschools
@docsteph
@ocad
@tcdsb
@unesco
@utsc
@sbaguidance
@oapcetoronto
@colraftery
@utm

Top Tweeters in G8:
@att
@cathmckenna
@marsdd
@bmo
@hessiejones
@anncavoukian
@bobheaslip
@canadaknife
@explaceto
@bruce048

Top Tweeters in G9:
@yachtclubgames
@ontariocreates
@jasoncanam
@munchakoopassk
@wayforward
@13amgames
@cmf_fmc
@drinkboxstudios
@inticreatesen
@capygames

Top Tweeters in G10:
@gordperks
@uoftstudentlife
@utlaw
@yorkustudents
@uhn
@ryersoncareer
@viraniarif
@wift
@ryersoncreative
@storyartscentre