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#TEDxGla2019 Twitter NodeXL SNA Map and Report for Friday, 14 June 2019 at 18:01 UTC (experimental version)
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From:
scottturneruon
Uploaded on:
June 14, 2019
Description:
Description
The graph represents a network of 789 Twitter users whose recent tweets contained "#TEDxGla2019", 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 Friday, 14 June 2019 at 18:02 UTC.

The tweets in the network were tweeted over the 9-day, 21-hour, 35-minute period from Tuesday, 04 June 2019 at 20:24 UTC to Friday, 14 June 2019 at 17:59 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 : 789
Unique Edges : 2465
Edges With Duplicates : 2652
Total Edges : 5117
Number of Edge Types : 4
Retweet : 1579
Tweet : 387
Mentions : 3009
Replies to : 142
Self-Loops : 399
Reciprocated Vertex Pair Ratio : 0.0966325036603221
Reciprocated Edge Ratio : 0.176234979973298
Connected Components : 38
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 746
Maximum Edges in a Connected Component : 5073
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.521538
Graph Density : 0.00481879652326083
Modularity : 0.269651
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://twitter.com/scot_wit/status/1139408757157318656
[8] https://bit.ly/1SLJlhS
[6] https://twitter.com/entrepscot/status/1139482070139527168
[5] https://twitter.com/tedxglasgow/status/1139470787931451392
[5] http://www.tedxglasgow.com/
[5] https://twitter.com/tedxglasgow/status/1139232222987378689
[4] https://twitter.com/c_leaver/status/1139490647570812928
[4] https://twitter.com/laurakaykelly/status/1139464685013688321
[4] https://twitter.com/virginmoney/status/1139441957170814976
[4] https://twitter.com/caroline_newson/status/1139483982419103749

Top URLs in Tweet in G1:
[8] https://bit.ly/1SLJlhS
[6] https://twitter.com/scot_wit/status/1139408757157318656
[3] http://www.tedxglasgow.com/tickets/
[3] https://twitter.com/entrepscot/status/1139482070139527168
[3] http://tedxglasgow.beezer.com
[2] https://bit.ly/2HrkZGi
[2] https://bit.ly/2F9f21P
[2] https://twitter.com/candoscotland/status/1139429952581963776
[2] https://twitter.com/evhstuff/status/1139434960518074368
[2] https://twitter.com/burmieston/status/1139448375437340672

Top URLs in Tweet in G2:
[3] https://bit.ly/2HYj8J9
[3] https://twitter.com/tedxglasgow/status/1139462322781663233
[3] https://twitter.com/laurakaykelly/status/1139464685013688321
[2] https://twitter.com/rosemary_mcginn/status/1139535472760381440
[2] http://www.tedxglasgow.com/
[2] https://twitter.com/corriecampbell/status/1139489650677075968
[2] https://twitter.com/scot_wit/status/1139408757157318656
[2] https://twitter.com/hauself/status/1139505512817614851
[2] https://twitter.com/entrepscot/status/1139482070139527168
[2] https://twitter.com/caroline_newson/status/1139483982419103749

Top URLs in Tweet in G3:
[1] https://twitter.com/tedxglasgow/status/1139470787931451392
[1] https://twitter.com/SusiWa/status/1139472031060307969
[1] https://twitter.com/_sie_/status/1139449565382361088
[1] https://twitter.com/TEDxGlasgow/status/1139440390912860162
[1] https://twitter.com/madblack65/status/1139438847169839104
[1] https://twitter.com/marauders/status/1139469730358710273
[1] https://www.instagram.com/p/Byr4pLZptfX/?igshid=1xbg0a3a6f7my
[1] https://twitter.com/madblack65/status/1138413991775088640

Top URLs in Tweet in G4:
[1] https://twitter.com/scotent/status/1139445714382217216
[1] https://twitter.com/TEDxGlasgow/status/1139494253405659137
[1] https://twitter.com/TEDxGlasgow/status/1139550474061996032
[1] http://ow.ly/50VH50uAjKY
[1] http://ow.ly/yZp950uDYkn
[1] https://twitter.com/uofgmvls/status/1139489642418491392
[1] http://fal.cn/sVqg
[1] https://twitter.com/uofglasgow/status/1139489632628989952
[1] https://twitter.com/tedxglasgow/status/1139413636923846656
[1] https://twitter.com/TEDxGlasgow/status/1139439536881246208

Top URLs in Tweet in G5:
[2] https://twitter.com/J0nnyCampbell/status/1139488954309337089
[2] https://twitter.com/sphilp2/status/1139477805970989056
[1] https://tedxglasgow.beezer.com/
[1] https://twitter.com/carolclugston/status/1139489865580589057
[1] https://twitter.com/gemmahgreaves/status/1139522821355442178
[1] https://twitter.com/fiona_mca/status/1139552287666442245
[1] https://twitter.com/sphilp2/status/1139438865859698688
[1] https://pippaking.blogspot.com/
[1] https://twitter.com/louisemac/status/1139486627091353606
[1] https://twitter.com/tedxglasgow/status/1139485071478599680

Top URLs in Tweet in G6:
[1] https://twitter.com/tedxglasgow/status/1139232222987378689
[1] http://bit.ly/2KiKfUs
[1] http://ukhomesave.com/
[1] https://ukhomesaveltd.blogspot.com/
[1] https://ukhomesaveltd.weebly.com/
[1] https://ukhomesaveltd.jimdofree.com/
[1] https://twitter.com/TEDxGlasgow/status/1139273290076360708
[1] https://bit.ly/2HmKQlp
[1] https://youtu.be/CMzzKKRGN0M
[1] https://twitter.com/secretcelebrity/status/1139493321955524608

Top URLs in Tweet in G7:
[2] https://open.spotify.com/playlist/1XRIptxsKhDMjbihBHevuI?si=MH8_7jJPReWbV98zSfcqmA
[1] https://twitter.com/_sie_/status/1139449565382361088
[1] https://twitter.com/SusiWa/status/1139472031060307969
[1] https://twitter.com/tedxglasgow/status/1139440390912860162
[1] https://twitter.com/tedxglasgow/status/1138717674219986944
[1] https://twitter.com/tedxglasgow/status/1139467309427433472
[1] https://twitter.com/tedxglasgow/status/1139232222987378689
[1] https://twitter.com/TEDxGlasgow/status/1139555271754289152
[1] https://twitter.com/renfrew_high/status/1139448964389003264
[1] https://twitter.com/RHSleaders2018/status/1139522632003522560

Top URLs in Tweet in G8:
[2] https://twitter.com/c_leaver/status/1139490647570812928
[1] https://twitter.com/j0nnycampbell/status/1139534718641364998
[1] http://bit.ly/2XcYHDs
[1] https://twitter.com/NickBlairMurray/status/1139489810094153728
[1] https://twitter.com/gcutoday/status/1139444904910905344
[1] https://twitter.com/TEDxGlasgow/status/1139459725974806530

Top URLs in Tweet in G9:
[1] https://twitter.com/virginmoney/status/1139441957170814976
[1] https://twitter.com/tedxglasgow/status/1135848713899991040
[1] https://twitter.com/tedxglasgow/status/1139464279814483968
[1] https://news.gov.scot/news/scotlands-future-1
[1] https://pippaking.blogspot.com/
[1] https://edin.ac/2MNkSfq

Top URLs in Tweet in G10:
[1] https://mailchi.mp/181d439b5df6/zudes-top-4-201-stagger-lee

Top Domains
Top Domains in Tweet in Entire Graph:
[215] twitter.com
[33] bit.ly
[12] tedxglasgow.com
[6] co.uk
[5] ow.ly
[4] beezer.com
[3] blogspot.com
[3] lnkd.in
[2] spotify.com
[1] gov.scot

Top Domains in Tweet in G1:
[94] twitter.com
[25] bit.ly
[6] tedxglasgow.com
[3] co.uk
[3] beezer.com
[3] lnkd.in
[1] ow.ly
[1] dhi-scotland.com
[1] facebook.com

Top Domains in Tweet in G2:
[56] twitter.com
[5] bit.ly
[3] tedxglasgow.com
[3] co.uk
[2] ow.ly
[1] findmeamilkman.net

Top Domains in Tweet in G3:
[7] twitter.com
[1] instagram.com

Top Domains in Tweet in G4:
[7] twitter.com
[2] ow.ly
[1] fal.cn

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

Top Domains in Tweet in G6:
[4] twitter.com
[2] bit.ly
[1] ukhomesave.com
[1] blogspot.com
[1] weebly.com
[1] jimdofree.com
[1] youtu.be

Top Domains in Tweet in G7:
[11] twitter.com
[2] spotify.com

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

Top Domains in Tweet in G9:
[3] twitter.com
[1] gov.scot
[1] blogspot.com
[1] edin.ac

Top Domains in Tweet in G10:
[1] mailchi.mp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1823] tedxgla2019
[117] precisionmedicine
[69] globalfeminism
[66] connection
[40] glasgow
[32] scotlandisnow
[20] tedxglasgow
[17] metoo
[15] tedtalk
[15] tedx



Top Hashtags in Tweet in G1:
[672] tedxgla2019
[35] precisionmedicine
[30] connection
[25] glasgow
[23] globalfeminism
[20] scotlandisnow
[12] tedxglasgow
[7] edge14awards
[6] talks
[5] mypledge

Top Hashtags in Tweet in G2:
[608] tedxgla2019
[31] precisionmedicine
[21] globalfeminism
[15] connection
[11] glasgow
[9] tedx
[9] metoo
[6] tedtalk
[6] tedxglasgow
[6] stem

Top Hashtags in Tweet in G3:
[93] tedxgla2019
[10] globalfeminism
[6] metoo
[4] unbroken
[3] madtalks
[2] tedx
[2] speakingout
[2] tedtalk
[2] tedtastic
[1] glasgow

Top Hashtags in Tweet in G4:
[66] tedxgla2019
[45] precisionmedicine
[5] scotlandisnow
[2] worldchangingglasgow
[1] investscotland
[1] scotland
[1] tedtalk
[1] publicengagement
[1] peoplemakeglasgow
[1] changinglives

Top Hashtags in Tweet in G5:
[132] tedxgla2019
[8] kintsugi
[7] connection
[4] gendertax
[4] stem
[3] precisionmedicine
[3] globalfeminism
[2] ted
[2] scotlandisnow
[2] womenedwednesday

Top Hashtags in Tweet in G6:
[38] tedxgla2019
[3] connection
[3] fridayfeeling
[3] engvwi
[2] tedtalks
[2] fridaymotivation
[2] grenfell
[2] youneedtocalmdown
[2] abrandnewdayoutnow
[1] inittogether

Top Hashtags in Tweet in G7:
[56] tedxgla2019
[10] bignoiseraploch
[3] bignoise
[2] friday
[2] connection
[2] fantastic
[2] amazing
[2] inspired
[2] tedxglasgow2019
[2] globalfeminism

Top Hashtags in Tweet in G8:
[45] tedxgla2019
[10] mentalhealth
[4] globalfeminism
[3] tedtalk
[2] connection
[2] scotlandisnow
[2] tedxglasgow
[1] globalfeminist
[1] ideasworthdoing
[1] annielennox

Top Hashtags in Tweet in G9:
[38] tedxgla2019
[2] musicfriday
[2] globalfeminism
[1] relationships
[1] rights
[1] vawg
[1] saucy

Top Hashtags in Tweet in G10:
[3] tedxgla2019
[1] glasgow
[1] powerandinfluence
[1] globalfeminism

Top Words
Top Words in Tweet in Entire Graph:
[3211] Words in Sentiment List#1: Positive
[1464] Words in Sentiment List#2: Negative
[22] Words in Sentiment List#3: Angry/Violent
[63472] Non-categorized Words
[68147] Total Words
[2672] #tedxgla2019
[805] tedxglasgow
[377] talk
[309] s
[295] gt

Top Words in Tweet in G1:
[933] #tedxgla2019
[337] tedxglasgow
[137] gt
[112] talk
[92] s
[91] right
[86] day
[78] here
[76] scotland
[76] one

Top Words in Tweet in G2:
[896] #tedxgla2019
[173] tedxglasgow
[143] talk
[110] gt
[93] s
[89] mark_logan1
[88] more
[87] uofgvpanna
[86] up
[76] lesswastelaura

Top Words in Tweet in G3:
[209] #tedxgla2019
[112] tedxglasgow
[90] out
[88] story
[81] #metoo
[67] speaking
[64] madblack65
[46] voice
[42] ve
[41] friday

Top Words in Tweet in G4:
[128] #tedxgla2019
[71] right
[56] scotland
[55] uofgvpanna
[49] #precisionmedicine
[46] lead
[42] tedxglasgow
[35] revolution
[32] more
[31] precision

Top Words in Tweet in G5:
[183] #tedxgla2019
[55] tedxglasgow
[40] s
[23] great
[17] talk
[16] day
[15] think
[15] men
[14] up
[14] here

Top Words in Tweet in G6:
[38] #tedxgla2019
[7] speakers
[6] today
[5] looking
[5] forward
[5] glasgow
[5] plastic
[4] tedx
[4] s
[3] talks

Top Words in Tweet in G7:
[72] #tedxgla2019
[35] tedxglasgow
[21] sistemascotland
[17] young
[14] people
[14] today
[13] big
[12] noise
[12] gt
[11] day

Top Words in Tweet in G8:
[60] #tedxgla2019
[24] men
[17] talk
[16] fsmithcpsy
[13] s
[12] _getpsyched_
[11] #mentalhealth
[11] such
[8] annielennox
[8] lives

Top Words in Tweet in G9:
[56] #tedxgla2019
[16] talk
[13] being
[13] plastic
[9] waste
[9] zero
[8] part
[7] up
[7] more
[7] laura

Top Words in Tweet in G10:
[3] #tedxgla2019
[2] up

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[224] tedxglasgow,#tedxgla2019
[190] gt,gt
[115] looking,forward
[101] precision,medicine
[86] #tedxgla2019,tedxglasgow
[73] speaking,out
[61] right,drug
[61] drug,right
[61] right,patient
[61] patient,right

Top Word Pairs in Tweet in G1:
[86] gt,gt
[86] tedxglasgow,#tedxgla2019
[48] #tedxgla2019,tedxglasgow
[36] looking,forward
[35] here,gt
[34] precision,medicine
[28] scotland,uniquely
[28] right,drug
[28] drug,right
[28] right,patient

Top Word Pairs in Tweet in G2:
[78] tedxglasgow,#tedxgla2019
[72] gt,gt
[35] line,up
[28] precision,medicine
[28] aglasgowgirl,rshotton
[26] #tedxgla2019,line
[25] anandmenon1,pippa_king
[25] helena,kennedy
[24] rshotton,mark_logan1
[24] gender,bias

Top Word Pairs in Tweet in G3:
[62] speaking,out
[36] find,voice
[36] #tedxgla2019,#madtalks
[34] looking,forward
[34] out,help
[33] friday,tedxglasgow
[29] 3,days
[29] days,go
[29] go,till
[29] till,tedxglasgow

Top Word Pairs in Tweet in G4:
[31] precision,medicine
[21] right,drug
[21] drug,right
[21] right,patient
[21] patient,right
[21] right,time
[18] find,right
[17] tedxglasgow,#tedxgla2019
[16] uniquely,positioned
[15] uofgmvls,uofginnovation

Top Word Pairs in Tweet in G5:
[15] tedxglasgow,#tedxgla2019
[12] #tedxgla2019,tedxglasgow
[10] flaw,admit
[9] more,appealing
[8] gt,gt
[8] pratfall,effect
[8] effect,become
[8] become,more
[8] appealing,share
[8] share,imperfections

Top Word Pairs in Tweet in G6:
[5] looking,forward
[2] really,looking
[2] forward,#tedxgla2019
[2] start,#tedxgla2019
[2] speakers,today
[2] #fridayfeeling,#grenfell
[2] milk,bottles
[2] today,#tedxgla2019
[2] amazing,speakers
[2] s,rights

Top Word Pairs in Tweet in G7:
[12] big,noise
[12] young,people
[8] tedxglasgow,event
[8] gt,gt
[7] tedxglasgow,#tedxgla2019
[7] tedxglasgow,today
[6] start,#tedxgla2019
[6] morning,#tedxgla2019
[6] looking,forward
[5] fantastic,morning

Top Word Pairs in Tweet in G8:
[10] fsmithcpsy,_getpsyched_
[10] #tedxgla2019,talk
[7] grabbed,fsmithcpsy
[7] _getpsyched_,fresh
[7] fresh,#tedxgla2019
[7] talk,men
[7] men,s
[7] s,#mentalhealth
[7] #mentalhealth,such
[7] such,prudent

Top Word Pairs in Tweet in G9:
[7] laura,young
[7] young,zero
[7] zero,waste
[7] waste,lifestyle
[7] lifestyle,blogger
[7] blogger,alongside
[7] alongside,being
[7] being,environmental
[7] environmental,protection
[7] protection,management

Top Replied-To
Top Replied-To in Entire Graph:
@tedxglasgow
@mark_logan1
@amarlatif_
@madblack65
@aglasgowgirl
@pippa_king
@annielennox
@playinthecloud
@lfdodds
@rshotton

Top Replied-To in G1:
@tedxglasgow
@amarlatif_
@annielennox
@aglasgowgirl
@mark_logan1
@pippa_king
@aw_scotland
@wearesnook
@lfdodds
@madblack65

Top Replied-To in G2:
@aglasgowgirl
@mark_logan1
@tedxglasgow
@pippa_king
@playinthecloud
@anandmenon1
@uofgvpanna
@annielennox
@lauraxmx7
@louisemac

Top Replied-To in G3:
@tedxglasgow
@madblack65
@annielennox
@davidliftscot
@fsmithcpsy
@msrogers_eu
@lfdodds
@jrodriguez_phd
@rossdeuchar
@amarlatif_

Top Replied-To in G4:
@amarlatif_
@uofgmvls

Top Replied-To in G5:
@tedxglasgow
@mark_logan1
@fredmacaulay
@amarlatif_
@uofgmvls
@pippa_king
@paulinehouston

Top Replied-To in G7:
@tedxglasgow
@sistemascotland
@amarlatif_
@madblack65

Top Replied-To in G8:
@tedxglasgow

Top Replied-To in G9:
@madblack65
@amarlatif_
@rshotton

Top Mentioned
Top Mentioned in Entire Graph:
@tedxglasgow
@uofgvpanna
@madblack65
@annielennox
@mark_logan1
@lesswastelaura
@rshotton
@fsmithcpsy
@aglasgowgirl
@amarlatif_

Top Mentioned in G1:
@tedxglasgow
@scotent
@annielennox
@wearesnook
@candoscotland
@mark_logan1
@amarlatif_
@gurjitlalli
@rshotton
@thecirclengo

Top Mentioned in G2:
@tedxglasgow
@uofgvpanna
@mark_logan1
@lesswastelaura
@madblack65
@annielennox
@aglasgowgirl
@rshotton
@anandmenon1
@lfdodds

Top Mentioned in G3:
@tedxglasgow
@madblack65
@forgivenessproj
@annielennox
@50thrivers
@tedtalks
@rshotton
@waterstones
@aglasgowgirl
@fsmithcpsy

Top Mentioned in G4:
@uofgvpanna
@tedxglasgow
@uofginnovation
@uofglasgow
@uofgmvls
@wwcrc_gpol
@chiarabraconi
@nhsresearchscot
@precisionpanc
@annielennox

Top Mentioned in G5:
@tedxglasgow
@mark_logan1
@claremenglish
@fredmacaulay
@callumsinclair2
@anandmenon1
@uofgvpanna
@paulinehouston
@lfdodds
@helenakennedyqc

Top Mentioned in G6:
@ukhomesave

Top Mentioned in G7:
@tedxglasgow
@sistemascotland
@allornothingadt
@vadundee
@renfrew_high
@annielennox
@mark_logan1
@scot_wit
@juniorjojo
@elenisakkoula

Top Mentioned in G8:
@fsmithcpsy
@_getpsyched_
@annielennox
@mark_logan1
@tedxglasgow
@lesswastelaura
@lfdodds
@madblack65
@suppinmindscot
@biatogether

Top Mentioned in G9:
@edinburghuni
@tedxglasgow
@lesswastelaura
@annielennox
@lfdodds
@mark_logan1
@thetoptattoo
@helenakennedyqc
@madblack65
@harmenyed

Top Mentioned in G10:
@jbenton
@cyrusshepard
@ranimolla
@laurafromaura
@retirein1500
@theindeedably
@itinvestoruk
@aeonmag
@waitbutwhy
@budgetsaresexy

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@isthisab0t
@flight_refunds
@protestmusica
@wimthetim
@fiona_fionnagal
@sabinmarketing
@eu_remain_2017
@david_colquhoun
@johnwalsh88

Top Tweeters in G1:
@isthisab0t
@flight_refunds
@david_colquhoun
@nholten40
@gra_246
@headphonaught
@maccablunty
@iainlives
@alasdairmcgill
@performmonkey

Top Tweeters in G2:
@richardbarr2424
@iaindocherty
@amyxjean
@anandmenon1
@harvard
@stig911
@bbcradioscot
@jeffrey62093861
@virginmoney
@ukandeu

Top Tweeters in G3:
@sabinmarketing
@johnwalsh88
@stylistmagazine
@marauders
@iangould5
@munkihanger
@cwtchyhobbes
@vpeanuts
@smile4wales
@hibowardere

Top Tweeters in G4:
@protestmusica
@wimthetim
@fiona_fionnagal
@eu_remain_2017
@glasgow
@cuckooqueen
@lgoodbu
@dougmcintosh7
@donaghkebab
@maggienoakes77

Top Tweeters in G5:
@cyberscot
@louisemac
@lufc
@joycematthews_
@petermarkey
@lomondtrossachs
@m_yousafahmad
@relativism
@digital_mw
@osirisedu

Top Tweeters in G6:
@dotcottonbible
@lizzieh63
@freyamcrawshaw
@eternalivitydan
@hottinroofpr
@brightpurpler
@aquirkylife
@sparky30
@adriennemariez
@freckles2101

Top Tweeters in G7:
@fairarchives
@robmurray11
@edfringe
@vadundee
@george_e_finney
@gayleggorman
@sunchana1
@johncam91405227
@zebunsia
@juniorjojo

Top Tweeters in G8:
@rachellh
@gorbalsgal
@drelojo_howell
@gwa1973
@andrewburnett
@psychreg
@biatogether
@iamcharrette
@dillytalk
@suppinmindscot

Top Tweeters in G9:
@edinburghwatch
@glasgowsvoice
@davegormanuoe
@charltonbrooker
@tracy_steinberg
@marmitefrog27
@infventures
@acosvo
@hauself
@edinburghuni

Top Tweeters in G10:
@jbenton
@budgetsaresexy
@ranimolla
@aeonmag
@laurafromaura
@cyrusshepard
@racheldonadio
@retirein1500
@zudepr
@waitbutwhy