#MergedFutures, Twitter, 6/14/2019 10:30:09 AM, 199931


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#MergedFutures Twitter NodeXL SNA Map and Report for Friday, 14 June 2019 at 08:28 UTC
#MergedFutures Twitter NodeXL SNA Map and Report for Friday, 14 June 2019 at 08:28 UTC
From:
scottturneruon
Uploaded on:
June 14, 2019
Short Description:
#MergedFutures via NodeXL http://bit.ly/2IfGYD5
@diginorthampton
@scottturneruon
@nick_petford
@uninorthants
@risk_dashboard
@uninhantsnews
@andywinter7t8
@drmmu
@gameartacademic
@futurefocusedg1

Top hashtags:
#mergedfutures
#vr
#tiltbrush
#virtualreality
#ar
#wip

Description:
Description
The graph represents a network of 108 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 Friday, 14 June 2019 at 08:28 UTC.

The tweets in the network were tweeted over the 9-day, 21-hour, 29-minute period from Tuesday, 04 June 2019 at 10:53 UTC to Friday, 14 June 2019 at 08:23 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 : 108
Unique Edges : 243
Edges With Duplicates : 257
Total Edges : 500
Number of Edge Types : 4
Retweet : 135
Mentions : 308
Replies to : 20
Tweet : 37
Self-Loops : 39
Reciprocated Vertex Pair Ratio : 0.125925925925926
Reciprocated Edge Ratio : 0.223684210526316
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 106
Maximum Edges in a Connected Component : 498
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.306104
Graph Density : 0.026306680512288
Modularity : 0.270203
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] http://www.digitalnorthampton.com/mergedfutures
[5] https://docs.google.com/spreadsheets/d/18KspSJ3yTEzZhSSI1UGC5Ts3rwkxYKUgSj4wR9hPM5A/edit?usp=sharing
[3] http://www.digitalnorthampton.com/agenda
[3] https://twitter.com/NNweather/status/1139052116193026058
[2] https://www.spokeseducation.com/merged-futures/
[2] https://www.eventbrite.co.uk/e/digital-northampton-presents-merged-futures-2019-tickets-59224731767
[2] https://www.digitalnorthampton.com/mergedfutures
[2] https://twitter.com/diginorthampton/status/1139194360740929542
[2] https://buff.ly/2I7qCg4
[1] https://twitter.com/ScreenNorthants/status/1138748035322847232

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

[1] https://www.google.com/maps/@52.2295815,-0.8943328,16z
[1] https://www.youtube.com/watch?v=bL2ISxvqkZg

Top URLs in Tweet in G2:
[4] https://docs.google.com/spreadsheets/d/18KspSJ3yTEzZhSSI1UGC5Ts3rwkxYKUgSj4wR9hPM5A/edit?usp=sharing
[1] https://twitter.com/diginorthampton/status/1139087316738334720?s=21
[1] https://twitter.com/NNweather/status/1139052116193026058
[1] https://twitter.com/nick_petford/status/1139147803257659392
[1] https://buff.ly/2HTZgtv
[1] https://buff.ly/2QIygzS
[1] https://www.digitalnorthampton.com/mergedfutures

Top URLs in Tweet in G3:
[1] https://buff.ly/2ZqKnEL
[1] https://nuzzel.com/scottturneruon
[1] https://docs.google.com/spreadsheets/d/18KspSJ3yTEzZhSSI1UGC5Ts3rwkxYKUgSj4wR9hPM5A/edit?usp=sharing
[1] https://twitter.com/scottturneruon/status/1139268214150651909

Top URLs in Tweet in G4:
[2] https://buff.ly/2I7qCg4
[1] https://twitter.com/DigiNorthampton/status/1138428527945166848
[1] https://buff.ly/2UpjJJu
[1] https://buff.ly/2IToBGp
[1] https://buff.ly/2XdPCqS
[1] https://twitter.com/DigiNorthampton/status/1139087316738334720
[1] https://twitter.com/DigiNorthampton/status/1139194360740929542

Top URLs in Tweet in G5:
[1] https://www.digitalnorthampton.com/book
[1] https://twitter.com/NNweather/status/1139052116193026058
[1] https://www.northampton.ac.uk/news/digital-whizz-cleyon-brings-the-future-to-london-fashion-show/
[1] https://twitter.com/DigiNorthampton/status/1138078745208795138

Top URLs in Tweet in G6:
[1] https://twitter.com/diginorthampton/status/1139194360740929542

Top URLs in Tweet in G7:
[1] https://twitter.com/diginorthampton/status/1112644134001623042

Top URLs in Tweet in G8:
[1] https://twitter.com/thisisinsider/status/1135959397987831809
[1] https://www.enginecreative.co.uk/blog/unlocking-digital-innovation-in-northampton-and-beyond/

Top Domains
Top Domains in Tweet in Entire Graph:
[20] twitter.com
[16] digitalnorthampton.com
[8] buff.ly
[6] google.com
[5] co.uk
[2] spokeseducation.com
[2] youtube.com
[1] semlepgrowthhub.com
[1] ac.uk
[1] nuzzel.com

Top Domains in Tweet in G1:
[14] digitalnorthampton.com
[8] twitter.com
[4] co.uk
[2] youtube.com
[2] spokeseducation.com
[1] google.com
[1] semlepgrowthhub.com
[1] ow.ly
[1] bit.ly

Top Domains in Tweet in G2:
[4] google.com
[3] twitter.com
[2] buff.ly
[1] digitalnorthampton.com

Top Domains in Tweet in G3:
[1] buff.ly
[1] nuzzel.com
[1] google.com
[1] twitter.com

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

Top Domains in Tweet in G5:
[2] twitter.com
[1] digitalnorthampton.com
[1] ac.uk

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

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

Top Domains in Tweet in G8:
[1] twitter.com
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[219] mergedfutures
[26] vr
[22] tiltbrush
[15] virtualreality
[10] ar
[8] wip
[8] abstractart
[8] art
[8] abstractpainting
[8] painting



Top Hashtags in Tweet in G1:
[102] mergedfutures
[7] vr
[6] drones
[3] northantshour
[3] ar
[3] iot
[3] technology
[3] digital
[3] tiltbrush
[3] northampton

Top Hashtags in Tweet in G2:
[35] mergedfutures
[4] vr
[4] tags
[3] tech
[2] ar
[2] northampton
[1] edtech
[1] socent
[1] tiltbrush
[1] iot

Top Hashtags in Tweet in G3:
[32] mergedfutures
[16] tiltbrush
[9] vr
[8] wip
[8] abstractart
[8] virtualreality
[8] art
[8] abstractpainting
[8] painting
[8] alisongoodyear

Top Hashtags in Tweet in G4:
[16] mergedfutures
[5] virtualreality
[2] vr
[1] digital
[1] northamptonshire
[1] northampton

Top Hashtags in Tweet in G5:
[14] mergedfutures
[2] tiltbrush
[2] vr
[1] virtualreality
[1] june14th
[1] ar
[1] mr
[1] xr
[1] iot
[1] ai

Top Hashtags in Tweet in G6:
[11] mergedfutures
[2] northantshour
[1] northampton
[1] gonnagetmesomecake
[1] vr
[1] digitalindustry
[1] filmindustry
[1] screennorthants
[1] killingeve
[1] chernobyl

Top Hashtags in Tweet in G7:
[7] exhibiting
[7] mergedfutures
[7] riskmanagement
[7] cybersecurity
[7] fraud

Top Hashtags in Tweet in G8:
[2] mergedfutures
[1] ar
[1] vr

Top Words
Top Words in Tweet in Entire Graph:
[334] Words in Sentiment List#1: Positive
[44] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7166] Non-categorized Words
[7544] Total Words
[242] #mergedfutures
[72] tomorrow
[62] friday
[59] diginorthampton
[55] event

Top Words in Tweet in G1:
[112] #mergedfutures
[36] friday
[29] until
[28] days
[27] event
[26] day
[25] diginorthampton
[24] tomorrow
[24] digital
[21] northampton

Top Words in Tweet in G2:
[39] #mergedfutures
[17] diginorthampton
[15] event
[13] tomorrow
[9] uninorthants
[8] gameartacademic
[7] martinemannion
[7] 0
[6] acmtvx
[6] _alisongoodyear

Top Words in Tweet in G3:
[35] #mergedfutures
[19] uninorthants
[18] looking
[18] forward
[18] #vr
[17] paint
[16] based
[16] #tiltbrush
[16] painting
[16] made

Top Words in Tweet in G4:
[21] #mergedfutures
[9] see
[8] #vr
[6] t
[6] ll
[6] talks
[6] free
[6] 3
[5] #virtualreality
[5] hot

Top Words in Tweet in G5:
[15] #mergedfutures
[5] diginorthampton
[5] #vr
[5] friday
[4] s
[3] uninhantsnews
[3] officialgfw
[3] nick_petford
[3] newskate
[3] scottturneruon

Top Words in Tweet in G6:
[16] tomorrow
[11] #mergedfutures
[8] digital
[8] northampton
[8] #northantshour
[7] final
[7] people
[6] hi
[6] northantshouruk
[6] ve

Top Words in Tweet in G7:
[7] looking
[7] forward
[7] #exhibiting
[7] next
[7] week
[7] #mergedfutures
[7] #riskmanagement
[7] #cybersecurity
[7] #fraud

Top Words in Tweet in G8:
[2] #mergedfutures

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[40] #mergedfutures,event
[35] looking,forward
[31] until,#mergedfutures
[24] #mergedfutures,friday
[24] #mergedfutures,tomorrow
[22] vr,painting
[21] days,go
[21] go,until
[21] demo,talk
[21] #tiltbrush,vr

Top Word Pairs in Tweet in G1:
[26] until,#mergedfutures
[17] #mergedfutures,event
[15] days,go
[14] go,until
[12] diginorthampton,#mergedfutures
[12] days,until
[9] #mergedfutures,friday
[8] free,ticket
[7] using,northampton
[7] northampton,based

Top Word Pairs in Tweet in G2:
[13] #mergedfutures,event
[6] diginorthampton,martinemannion
[4] #tags,plot
[4] plot,calm
[4] calm,before
[4] before,exciting
[4] exciting,#mergedfutures
[4] event,data
[4] data,available
[4] available,top

Top Word Pairs in Tweet in G3:
[17] looking,forward
[15] demo,talk
[15] #tiltbrush,vr
[15] vr,painting
[15] painting,based
[15] made,vertigovruk
[15] vertigovruk,#wip
[15] #wip,#abstractart
[15] #abstractart,#virtualreality
[15] #virtualreality,#vr

Top Word Pairs in Tweet in G4:
[5] #virtualreality,hot
[5] hot,topic
[5] topic,thanks
[5] thanks,stunning
[5] stunning,new
[5] new,blackmirror
[5] blackmirror,episode
[5] episode,released
[5] released,yesterday
[5] yesterday,t

Top Word Pairs in Tweet in G5:
[3] officialgfw,nick_petford
[3] nick_petford,newskate
[3] newskate,scottturneruon
[3] looking,forward
[2] uninhantsnews,diginorthampton
[2] #mergedfutures,friday
[2] demo,talk
[2] talk,#mergedfutures
[2] #tiltbrush,vr
[2] vr,painting

Top Word Pairs in Tweet in G6:
[8] #mergedfutures,tomorrow
[6] hi,northantshouruk
[6] northantshouruk,ve
[6] ve,final
[6] final,prep
[6] prep,ahead
[6] ahead,#mergedfutures
[6] tomorrow,digital
[6] digital,northampton
[6] northampton,began

Top Word Pairs in Tweet in G7:
[7] looking,forward
[7] forward,#exhibiting
[7] #exhibiting,next
[7] next,week
[7] week,#mergedfutures
[7] #mergedfutures,#riskmanagement
[7] #riskmanagement,#cybersecurity
[7] #cybersecurity,#fraud

Top Replied-To
Top Replied-To in Entire Graph:
@screennorthants
@lifeinmumslane
@diginorthampton
@innovate_ru
@nick_petford
@chrispenn84
@uninhantsnews
@zapparapp
@acmtvx
@saulcuttell

Top Replied-To in G1:
@innovate_ru

Top Replied-To in G2:
@diginorthampton
@nick_petford
@martinemannion
@chrispenn84
@acmtvx
@gameartacademic

Top Replied-To in G3:
@scottturneruon
@pinnick_ashley
@saulcuttell
@_alisongoodyear

Top Replied-To in G5:
@zapparapp
@craig_lewis77
@armediauk
@uninhantsnews

Top Replied-To in G6:
@screennorthants
@lifeinmumslane

Top Mentioned
Top Mentioned in Entire Graph:
@diginorthampton
@uninorthants
@vertigovruk
@gameartacademic
@northantshouruk
@xpologistics
@scottturneruon
@martinemannion
@nick_petford
@futurefocusedg1

Top Mentioned in G1:
@diginorthampton
@uninorthants
@xpologistics
@spokeseducation
@immerse
@vertigovruk
@aslholdingsltd
@jameshyde_uk
@codeclub
@gameartacademic

Top Mentioned in G2:
@diginorthampton
@uninorthants
@gameartacademic
@martinemannion
@_alisongoodyear
@futurefocusedg1
@acmtvx
@armediauk
@drmmu
@andywinter7t8

Top Mentioned in G3:
@uninorthants
@vertigovruk
@diginorthampton
@gameartacademic
@martinemannion
@andywinter7t8
@futurefocusedg1
@spokeseducation
@scottturneruon
@northantshouruk

Top Mentioned in G4:
@blackmirror
@diginorthampton
@uninorthants
@northantshouruk

Top Mentioned in G5:
@diginorthampton
@officialgfw
@nick_petford
@newskate
@scottturneruon
@uninorthants
@gameartacademic
@uninhantsnews
@vertigovruk
@xpologistics

Top Mentioned in G6:
@northantshouruk
@diginorthampton
@uninorthants

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@omoxgucci
@iamjesaldave
@researchmrx
@massimorussoma1
@f8andbethere
@scottturneruon
@cybersec_feeds
@vr_sam
@hp

Top Tweeters in G1:
@omoxgucci
@iamjesaldave
@nicolenavigates
@royalderngate
@northamptoncoll
@semlepgrowthhub
@helencaldwel
@molarchaeology
@xpologistics
@blueblob0

Top Tweeters in G2:
@scottturneruon
@hp
@bbcnorthampton
@butterflycolour
@chaterfranks
@fsbeastmids
@codeclub
@edtechtimes
@kaysawbridge
@nick_petford

Top Tweeters in G3:
@researchmrx
@massimorussoma1
@uninorthants
@andywinter7t8
@danybrotons
@uoncomputing
@martinemannion
@saulcuttell
@pinnick_ashley
@_alisongoodyear

Top Tweeters in G4:
@vr_sam
@ssarecruit
@immersiverobc
@kimberleym_hill
@head_hunterit
@blackmirror
@safety_un
@virtuabarcelona

Top Tweeters in G5:
@northamptonbc
@officialgfw
@uninhantsnews
@annasarahconda
@newskate
@zapparapp
@gameartacademic

Top Tweeters in G6:
@f8andbethere
@craig_lewis77
@northantshouruk
@lifeinmumslane
@screennorthants
@lyspaceltd

Top Tweeters in G7:
@sectest9
@cybersec_feeds
@bedschamberinfo
@risk_dashboard

Top Tweeters in G8:
@bjgreen25
@enginecreative