#MergedFutures, Twitter, 6/15/2019 6:00:07 PM, 200080


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#MergedFutures_2019-06-15_10-52-32.xlsx
#MergedFutures_2019-06-15_10-52-32.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 15, 2019
Short Description:
#MergedFutures via NodeXL http://bit.ly/2XM2rsx
@diginorthampton
@scottturneruon
@fastresearchuon
@uninorthants
@andywinter7t8
@martinemannion
@zapparapp
@kardisom
@butterflycolour
@codeclubemids

Top hashtags:
#mergedfutures
#ar
#vr
#tiltbrush
#digitalnorthampton

Description:
Description
The graph represents a network of 251 Twitter users whose recent tweets contained "#MergedFutures", 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 Saturday, 15 June 2019 at 17:53 UTC.

The tweets in the network were tweeted over the 9-day, 11-hour, 17-minute period from Thursday, 06 June 2019 at 06:29 UTC to Saturday, 15 June 2019 at 17:47 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 : 251
Unique Edges : 628
Edges With Duplicates : 881
Total Edges : 1509
Self-Loops : 121
Reciprocated Vertex Pair Ratio : 0.14367816091954
Reciprocated Edge Ratio : 0.251256281407035
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 246
Maximum Edges in a Connected Component : 1503
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.657502
Graph Density : 0.0126852589641434
Modularity : 0.22845
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://www.digitalnorthampton.com/mergedfutures
[6] https://docs.google.com/spreadsheets/d/18KspSJ3yTEzZhSSI1UGC5Ts3rwkxYKUgSj4wR9hPM5A/edit?usp=sharing
[5] https://laboratoryforplayfulcomputation.github.io/arcadia/docs/about.html
[4] https://www.ukri.org/funding/funding-opportunities/strength-in-places-fund/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200065
[3] https://www.digitalnorthampton.com/agenda
[3] https://www.eventbrite.co.uk/e/digital-northampton-presents-merged-futures-2019-tickets-59224731767
[3] https://twitter.com/NNweather/status/1139052116193026058
[3] https://twitter.com/gwslearningacad/status/1139844267025805312
[3] https://twitter.com/vr_sam/status/1139617277979107328

Top URLs in Tweet in G1:
[11] https://www.digitalnorthampton.com/mergedfutures
[3] https://www.digitalnorthampton.com/agenda
[3] https://twitter.com/DigiNorthampton/status/1139194360740929542
[2] https://www.digitalnorthampton.com/feedback
[2] https://www.spokeseducation.com/merged-futures/
[2] https://www.eventbrite.co.uk/e/digital-northampton-presents-merged-futures-2019-tickets-59224731767
[1] https://twitter.com/FSBEastMids/status/1138719585644044288
[1] https://twitter.com/VirtualSarahJ/status/1139181428023971842
[1] https://twitter.com/gwslearningacad/status/1139844267025805312
[1] https://www.youtube.com/watch?v=A63lr_E2V7o&t=6s


Top URLs in Tweet in G2:
[5] https://laboratoryforplayfulcomputation.github.io/arcadia/docs/about.html
[3] https://www.ukri.org/funding/funding-opportunities/strength-in-places-fund/
[2] https://docs.google.com/spreadsheets/d/18KspSJ3yTEzZhSSI1UGC5Ts3rwkxYKUgSj4wR9hPM5A/edit?usp=sharing
[1] https://twitter.com/CodeClubEMids/status/1139468684559343616
[1] https://twitter.com/Jisc/status/1139498216133672960
[1] https://twitter.com/Datascience__/status/1139882263884308480
[1] https://twitter.com/saramursic/status/1139530181054480385
[1] https://www.eventbrite.co.uk/e/digital-northampton-presents-merged-futures-2019-tickets-59224731767
[1] https://twitter.com/BBCClick/status/1138038100037427200
[1] https://twitter.com/oppidium1/status/1139541371159752704

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200065
[1] https://www.ukri.org/funding/funding-opportunities/strength-in-places-fund/
[1] https://computingnorthampton.blogspot.com/2019/06/free-augmented-reality.html
[1] https://twitter.com/deanoffast/status/1139452209974919168
[1] https://www.mola.org.uk
[1] https://en.m.wikipedia.org/wiki/Narrowband_IoT
[1] https://twitter.com/Jisc/status/1139498216133672960
[1] https://twitter.com/DeanofFAST/status/1139452209974919168
[1] https://docs.google.com/spreadsheets/d/18KspSJ3yTEzZhSSI1UGC5Ts3rwkxYKUgSj4wR9hPM5A/edit?usp=sharing
[1] https://twitter.com/scottturneruon/status/1139596867162058752

Top URLs in Tweet in G4:
[2] https://docs.google.com/spreadsheets/d/18KspSJ3yTEzZhSSI1UGC5Ts3rwkxYKUgSj4wR9hPM5A/edit?usp=sharing
[2] https://twitter.com/gwslearningacad/status/1139844267025805312
[2] https://twitter.com/vr_sam/status/1139617277979107328
[1] https://www.eventbrite.co.uk/e/rs-stemfest-tickets-61558963517?aff=eand
[1] https://twitter.com/diginorthampton/status/1112644134001623042
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200065
[1] https://hawksey.info/tagsexplorer/?key=18KspSJ3yTEzZhSSI1UGC5Ts3rwkxYKUgSj4wR9hPM5A&gid=400689247
[1] https://twitter.com/nick_petford/status/1139147803257659392
[1] https://twitter.com/DigiNorthampton/status/1139493824940642304
[1] https://twitter.com/NNweather/status/1139052116193026058

Top URLs in Tweet in G5:
[1] https://twitter.com/scottturneruon/status/1139268214150651909
[1] https://twitter.com/natashadlord/status/1139535943466127361

Top URLs in Tweet in G6:
[1] https://www.officefinder.com/VirtualTours/Issaquah/MeadowCreekBusinessCenter/index.html
[1] https://twitter.com/diginorthampton/status/1139087316738334720?s=21
[1] https://docs.google.com/spreadsheets/d/18KspSJ3yTEzZhSSI1UGC5Ts3rwkxYKUgSj4wR9hPM5A/edit?usp=sharing

Top URLs in Tweet in G7:
[1] https://twitter.com/DigiNorthampton/status/1139480157746532353
[1] https://twitter.com/irisiot/status/1139601229124952065

Top Domains
Top Domains in Tweet in Entire Graph:
[52] twitter.com
[20] digitalnorthampton.com
[11] co.uk
[7] google.com
[5] github.io
[4] nodexlgraphgallery.org
[4] ukri.org
[3] blogspot.com
[2] youtube.com
[2] spokeseducation.com

Top Domains in Tweet in G1:
[16] digitalnorthampton.com
[16] twitter.com
[9] co.uk
[2] spokeseducation.com
[1] youtube.com
[1] google.com
[1] semlepgrowthhub.com
[1] org.uk

Top Domains in Tweet in G2:
[9] twitter.com
[5] github.io
[3] ukri.org
[2] google.com
[2] digitalnorthampton.com
[1] co.uk
[1] youtube.com
[1] swarmapp.com

Top Domains in Tweet in G3:
[12] twitter.com
[2] nodexlgraphgallery.org
[1] ukri.org
[1] blogspot.com
[1] org.uk
[1] wikipedia.org
[1] google.com
[1] digitalnorthampton.com

Top Domains in Tweet in G4:
[10] twitter.com
[2] nodexlgraphgallery.org
[2] google.com
[2] blogspot.com
[1] co.uk
[1] hawksey.info
[1] digitalnorthampton.com

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

Top Domains in Tweet in G6:
[1] officefinder.com
[1] twitter.com
[1] google.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[768] mergedfutures
[74] ar
[66] vr
[25] tiltbrush
[22] digitalnorthampton
[17] virtualreality
[17] augmentedreality
[15] northampton
[13] northamptonshire
[12] riskmanagement



Top Hashtags in Tweet in G1:
[227] mergedfutures
[17] vr
[12] ar
[6] drones
[5] virtualreality
[5] northampton
[4] digitalnorthampton
[4] socialecho
[4] northantshour
[4] northamptonshire

Top Hashtags in Tweet in G2:
[146] mergedfutures
[17] tiltbrush
[16] ar
[15] vr
[10] virtualreality
[9] augmentedreality
[7] wip
[7] abstractart
[7] art
[7] abstractpainting

Top Hashtags in Tweet in G3:
[196] mergedfutures
[20] ar
[12] vr
[5] uon
[5] northampton
[4] augmentedreality
[3] aframe
[3] oculusquest
[3] ieee
[3] digitalnorthampton

Top Hashtags in Tweet in G4:
[105] mergedfutures
[17] ar
[13] vr
[9] riskmanagement
[8] digitalnorthampton
[7] exhibiting
[7] cybersecurity
[7] fraud
[5] northamptonshire
[3] tiltbrush

Top Hashtags in Tweet in G5:
[25] mergedfutures
[3] awkward
[2] vr
[2] shareyourstories
[1] shamelesslytryingtogetmyselfuptherankings
[1] health
[1] ar
[1] mr
[1] nursing
[1] ohidoliketobebesidetheseaside

Top Hashtags in Tweet in G6:
[27] mergedfutures
[8] tech
[6] sendcareers
[5] vr
[5] ar
[4] teamadl
[3] photography
[1] socent
[1] creative
[1] digital

Top Hashtags in Tweet in G7:
[18] mergedfutures
[2] northamptonshire
[1] tags
[1] nn
[1] northampton
[1] innovation
[1] freeyourhands

Top Hashtags in Tweet in G8:
[4] mergedfutures
[2] ar
[1] awesome
[1] interactive
[1] augmentedreality
[1] vr

Top Hashtags in Tweet in G9:
[6] mergedfutures
[1] creativeindustries
[1] unlockpotential
[1] vr
[1] ar
[1] mr
[1] itstartedwiththeart
[1] busy

Top Hashtags in Tweet in G10:
[2] mergedfutures
[1] chatbots

Top Words
Top Words in Tweet in Entire Graph:
[856] Words in Sentiment List#1: Positive
[117] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[15806] Non-categorized Words
[16779] Total Words
[768] #mergedfutures
[310] diginorthampton
[133] digital
[131] uninorthants
[109] event

Top Words in Tweet in G1:
[227] #mergedfutures
[90] diginorthampton
[58] digital
[47] day
[40] event
[37] northampton
[36] uninorthants
[34] today
[33] s
[30] friday

Top Words in Tweet in G2:
[146] #mergedfutures
[62] diginorthampton
[43] uninorthants
[25] vr
[24] looking
[24] forward
[23] today
[21] talk
[19] northampton
[18] friday

Top Words in Tweet in G3:
[196] #mergedfutures
[78] diginorthampton
[41] digital
[34] vr
[28] scottturneruon
[26] uninorthants
[26] great
[23] day
[22] event
[22] bjgreen25

Top Words in Tweet in G4:
[105] #mergedfutures
[44] diginorthampton
[17] #ar
[16] martinemannion
[15] scottturneruon
[14] today
[13] risk_dashboard
[13] uninorthants
[13] #vr
[13] event

Top Words in Tweet in G5:
[25] #mergedfutures
[16] diginorthampton
[16] vr
[10] room
[9] event
[9] health
[8] uninorthants
[7] reality
[7] lh122
[7] andywinter7t8

Top Words in Tweet in G6:
[27] #mergedfutures
[11] butterflycolour
[8] #tech
[7] send_careers
[6] diginorthampton
[6] #sendcareers
[5] presented
[5] #vr
[5] #ar
[5] very

Top Words in Tweet in G7:
[18] #mergedfutures
[10] amazing
[7] diginorthampton
[6] event
[6] business
[6] out
[6] local
[5] northampton
[4] semlepgrowthhub
[4] wraps

Top Words in Tweet in G8:
[9] fashion
[8] cleyon
[8] out
[8] game
[7] zapparapp
[7] shout
[7] super
[7] talented
[7] johns
[7] merging

Top Words in Tweet in G9:
[6] #mergedfutures
[5] rdcreativelearn
[4] panel
[4] day
[3] listening
[3] discussion
[3] preparing
[3] young
[3] people
[3] career

Top Words in Tweet in G10:
[2] shout
[2] out
[2] old
[2] friends
[2] kardisom
[2] robpurdie3
[2] #mergedfutures
[2] uon
[2] new
[2] campus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[81] #mergedfutures,event
[59] diginorthampton,#mergedfutures
[53] looking,forward
[48] #mergedfutures,diginorthampton
[40] digital,northampton
[24] #mergedfutures,tomorrow
[23] talk,#mergedfutures
[22] find,out
[22] #mergedfutures,friday
[22] demo,talk

Top Word Pairs in Tweet in G1:
[31] #mergedfutures,event
[18] until,#mergedfutures
[18] digital,northampton
[16] diginorthampton,#mergedfutures
[13] looking,forward
[11] #mergedfutures,tomorrow
[10] #mergedfutures,diginorthampton
[10] days,go
[10] go,until
[10] panel,discussion

Top Word Pairs in Tweet in G2:
[24] looking,forward
[17] demo,talk
[16] talk,#mergedfutures
[16] #tiltbrush,vr
[14] #mergedfutures,diginorthampton
[13] vr,painting
[12] #mergedfutures,friday
[12] #mergedfutures,event
[11] forward,doing
[11] doing,demo

Top Word Pairs in Tweet in G3:
[18] diginorthampton,#mergedfutures
[13] #mergedfutures,event
[13] #mergedfutures,diginorthampton
[10] digital,northampton
[7] dr,alison
[7] alison,goodyear
[6] sam,watts
[6] martinemannion,#mergedfutures
[6] #vr,#ar
[6] diginorthampton,re

Top Word Pairs in Tweet in G4:
[11] #mergedfutures,event
[10] looking,forward
[8] next,week
[8] week,#mergedfutures
[8] find,out
[7] #mergedfutures,diginorthampton
[7] forward,#exhibiting
[7] #exhibiting,next
[7] #mergedfutures,#riskmanagement
[7] #riskmanagement,#cybersecurity

Top Word Pairs in Tweet in G5:
[11] diginorthampton,#mergedfutures
[9] #mergedfutures,event
[6] health,room
[6] room,lh122
[5] go,health
[5] lh122,diginorthampton
[5] event,things
[5] things,vr
[5] vr,immersive
[5] immersive,educational

Top Word Pairs in Tweet in G6:
[5] presented,#mergedfutures
[5] three,musketeers
[5] musketeers,staceyd63910144
[5] staceyd63910144,butterflycolour
[5] butterflycolour,vrtherapiesltd
[5] vrtherapiesltd,#mergedfutures
[5] #mergedfutures,odd
[5] odd,robot
[5] robot,two
[4] fastresearchuon,very

Top Word Pairs in Tweet in G7:
[4] semlepgrowthhub,#mergedfutures
[4] #mergedfutures,wraps
[4] wraps,up
[4] up,another
[4] another,great
[4] great,week
[4] week,amazing
[4] amazing,team
[4] team,business
[4] business,advisers

Top Word Pairs in Tweet in G8:
[7] shout,out
[7] out,super
[7] super,talented
[7] talented,cleyon
[7] cleyon,johns
[7] johns,merging
[7] merging,fashion
[7] fashion,design
[7] design,game
[7] game,art

Top Word Pairs in Tweet in G9:
[3] listening,panel
[3] panel,discussion
[3] discussion,preparing
[3] preparing,young
[3] young,people
[3] people,career
[3] career,digital
[3] digital,creative
[3] creative,industries
[3] industries,#mergedfutures

Top Word Pairs in Tweet in G10:
[2] shout,out
[2] out,old
[2] old,friends
[2] friends,kardisom
[2] kardisom,robpurdie3
[2] robpurdie3,#mergedfutures
[2] #mergedfutures,uon
[2] uon,new
[2] new,campus
[2] campus,great

Top Replied-To
Top Replied-To in Entire Graph:
@diginorthampton
@scottturneruon
@screennorthants
@vr_sam
@risk_dashboard
@innovate_ru
@nick_petford
@armediauk
@chrispenn84
@saulcuttell

Top Replied-To in G1:
@diginorthampton
@innovate_ru

Top Replied-To in G2:
@diginorthampton
@scottturneruon
@saramursic
@zapparapp
@craig_lewis77
@pinnick_ashley
@screennorthants
@vr_sam
@uninorthants

Top Replied-To in G3:
@deanoffast
@screennorthants
@lifeinmumslane
@diginorthampton
@vr_sam

Top Replied-To in G4:
@risk_dashboard
@martinemannion
@chrispenn84
@armediauk

Top Replied-To in G5:
@saulcuttell
@scottturneruon

Top Replied-To in G6:
@nick_petford

Top Replied-To in G7:
@fastresearchuon
@semlepgrowthhub

Top Mentioned
Top Mentioned in Entire Graph:
@diginorthampton
@uninorthants
@scottturneruon
@bjgreen25
@fastresearchuon
@martinemannion
@gameartacademic
@vr_sam
@saramursic
@andywinter7t8

Top Mentioned in G1:
@diginorthampton
@uninorthants
@molarchaeology
@ssarecruit
@vr_sam
@wejumphigher
@northantshouruk
@armediauk
@gameartacademic
@spokeseducation

Top Mentioned in G2:
@diginorthampton
@uninorthants
@scottturneruon
@fastresearchuon
@_alisongoodyear
@martinemannion
@gameartacademic
@vertigovruk
@oppidium1
@draldok

Top Mentioned in G3:
@diginorthampton
@uninorthants
@scottturneruon
@bjgreen25
@vr_sam
@fastresearchuon
@gameartacademic
@martinemannion
@screennorthants
@rjhowe

Top Mentioned in G4:
@diginorthampton
@scottturneruon
@martinemannion
@uninorthants
@saramursic
@risk_dashboard
@bjgreen25
@fastresearchuon
@gameartacademic
@codeclubemids

Top Mentioned in G5:
@diginorthampton
@uninorthants
@andywinter7t8
@natashadlord
@scampleton
@chaterfranks
@uninhantsnews
@worcityheritage
@worlifestories
@chronandecho

Top Mentioned in G6:
@butterflycolour
@send_careers
@diginorthampton
@futurefocusedg1
@staceyd63910144
@vrtherapiesltd
@fastresearchuon
@uninort
@scottturneruon

Top Mentioned in G7:
@diginorthampton
@semlepgrowthhub
@irisiot
@scottturneruon
@gameartacademic
@maksteel
@kelvinavey
@fastresearchuon
@scotttu

Top Mentioned in G8:
@zapparapp
@diginorthampton
@martinemannion
@u
@uninorthants
@fastresearchuon
@futurefocusedg1

Top Mentioned in G9:
@rdcreativelearn
@northantscep
@kingsheathpri
@trudyabell
@diginorthampton
@madeincorby
@uninorthants
@cedarroadpri

Top Mentioned in G10:
@kardisom
@robpurdie3
@loyalty_sage
@couven
@couvenda

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@sardimperium
@chronandecho
@researchmrx
@massimorussoma1
@marcwebber
@f8andbethere
@fxrseen
@cybersec_feeds
@scottturneruon

Top Tweeters in G1:
@f8andbethere
@saintsrugby
@craig_lewis77
@ssarecruit
@northantshouruk
@k_samantha1
@nicolenavigates
@immersiverobc
@grifster96
@ibm

Top Tweeters in G2:
@researchmrx
@massimorussoma1
@uninorthants
@youtube
@new
@axelsegebrecht
@sonofsuntzu
@ibmwatson
@compatsch
@officialgfw

Top Tweeters in G3:
@sardimperium
@marcwebber
@fxrseen
@vr_sam
@chaterfranks
@pegleggen
@royalderngate
@sfaulknerpando
@steveowalsh
@screennorthants

Top Tweeters in G4:
@sectest9
@cybersec_feeds
@scottturneruon
@timmy666
@bbcnorthampton
@raspberry_pi
@bedschamberinfo
@mozilla
@jerome_etienne
@fsbeastmids

Top Tweeters in G5:
@chronandecho
@neonatelee1
@andywinter7t8
@standrewscare
@sheenapaynelunn
@natashadlord
@saulcuttell
@scampleton
@richardbeards
@worcityheritage

Top Tweeters in G6:
@hp
@butterflycolour
@edtechtimes
@achoksi1
@kashyapvyaas
@alejandroa
@zigguratxyz
@stematun
@futurefocusedg1
@dangerot

Top Tweeters in G7:
@northamptonbc
@semlepgrowthhub
@maksteel
@jab020509
@realwearinc
@irisiot
@cozens_ruth
@path_dependence
@kelvinavey
@scotttu

Top Tweeters in G8:
@jamesdoody75
@zapparapp
@u
@tpeassociation
@jemills306
@redfordphilip
@suejcampbell
@cwlloyd1

Top Tweeters in G9:
@madeincorby
@kingsheathpri
@rdcreativelearn
@trudyabell
@cedarroadpri
@northantscep

Top Tweeters in G10:
@kardisom
@loyalty_sage
@couven
@robpurdie3
@couvenda


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