#Showcase18, Twitter, 3/13/2018 2:30:14 PM, 144190


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#Showcase18_2018-03-13_07-24-45.xlsx
#Showcase18_2018-03-13_07-24-45.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 13, 2018
Short Description:
#Showcase18 via NodeXL http://bit.ly/2tITfuH
@hachetteuk
@julushah
@deborahfw
@malala
@grace_paul
@fictionjourneys
@queenkelso
@sharlovegrove
@beccacmundy
@nicolaala

Top hashtags:
#showcase18
#theguiltyfeminist
#forceofnature
#lovethelido
#marcella
#photography

Description:
Description
The graph represents a network of 167 Twitter users whose recent tweets contained "#Showcase18", 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 Tuesday, 13 March 2018 at 14:25 UTC.

The tweets in the network were tweeted over the 8-hour, 13-minute period from Tuesday, 13 March 2018 at 05:15 UTC to Tuesday, 13 March 2018 at 13:28 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 : 167
Unique Edges : 261
Edges With Duplicates : 10
Total Edges : 271
Self-Loops : 12
Reciprocated Vertex Pair Ratio : 0.0452674897119342
Reciprocated Edge Ratio : 0.0866141732283465
Connected Components : 17
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 92
Maximum Edges in a Connected Component : 178
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.136554
Graph Density : 0.00916239809537551
Modularity : 0.671294
NodeXL Version : 1.0.1.394

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://twitter.com/thebookseller/status/973212267922837504
[3] https://twitter.com/KatsCow/status/973214489284894722
[2] https://www.thebookseller.com/news/malala-leads-special-hachette-showcase-2018-747486
[1] https://twitter.com/AnaBooks/status/973244940594679808
[1] https://twitter.com/thebookseller/status/973477010910556167
[1] https://twitter.com/orionbooks/status/973232904783450112
[1] https://twitter.com/benwillisuk/status/973239154380365824
[1] https://cards.twitter.com/cards/18ce54jaw5e/4m9zf
[1] https://www.thebookseller.com/news/malala-publish-new-book-year-wn-747416
[1] https://www.youtube.com/watch?v=IbSjQ8dYHM0&feature=youtu.be


Top URLs in Tweet in G2:
[3] https://twitter.com/thebookseller/status/973212267922837504
[3] https://twitter.com/KatsCow/status/973214489284894722
[1] https://twitter.com/orionbooks/status/973232904783450112
[1] https://twitter.com/thebookseller/status/973477010910556167
[1] https://twitter.com/benwillisuk/status/973239154380365824

Top URLs in Tweet in G4:
[2] https://twitter.com/thebookseller/status/973212267922837504
[1] https://www.thebookseller.com/news/malala-publish-new-book-year-wn-747416

Top URLs in Tweet in G6:
[1] https://www.facebook.com/georgiancapital.net
[1] https://www.fiverr.com/logoflowss/do-best-logo-design-service#!
[1] https://cards.twitter.com/cards/18ce54jaw5e/4m9zf

Top URLs in Tweet in G8:
[2] https://www.thebookseller.com/news/malala-leads-special-hachette-showcase-2018-747486

Top Domains
Top Domains in Tweet in Entire Graph:
[13] twitter.com
[3] thebookseller.com
[2] fiverr.com
[1] youtube.com
[1] facebook.com

Top Domains in Tweet in G2:
[9] twitter.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] thebookseller.com

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

Top Domains in Tweet in G8:
[2] thebookseller.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[92] showcase18
[4] theguiltyfeminist
[4] forceofnature
[3] lovethelido
[3] marcella
[3] photography
[3] travel
[3] nature
[3] art
[3] design



Top Hashtags in Tweet in G1:
[1] iheartawards2018
[1] money2020asia
[1] 4corners
[1] ichooseme
[1] datemyfamily
[1] showcase18
[1] selfiesforariana

Top Hashtags in Tweet in G2:
[21] showcase18
[2] lovethelido
[2] jpdelaney
[2] forceofnature
[1] theguiltyfeminist
[1] natives
[1] untoldstories
[1] ldnr
[1] blackliterature
[1] conscious

Top Hashtags in Tweet in G3:
[17] showcase18
[2] forceofnature
[2] fastcakes

Top Hashtags in Tweet in G4:
[17] showcase18
[3] theguiltyfeminist

Top Hashtags in Tweet in G5:
[8] showcase18
[1] intelligencepays
[1] gender

Top Hashtags in Tweet in G6:
[7] showcase18
[2] nocapitulation
[1] جورجيا
[1] جورجيا_كابيتال
[1] logo
[1] design
[1] ifcartoonswerelogical
[1] lhhmia
[1] pumprules
[1] btsxyoutubered

Top Hashtags in Tweet in G7:
[1] showcase18

Top Hashtags in Tweet in G8:
[3] showcase18
[1] publishing
[1] guiltyfeminist

Top Hashtags in Tweet in G9:
[5] showcase18

Top Hashtags in Tweet in G10:
[2] spoofhoundpride
[2] showcase18

Top Words
Top Words in Tweet in Entire Graph:
[119] Words in Sentiment List#1: Positive
[46] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2092] Non-categorized Words
[2257] Total Words
[92] showcase18
[35] hachetteuk
[21] publishing
[20] malala
[17] speak

Top Words in Tweet in G1:
[3] anilmjacob
[3] sureshp87115398
[3] thefucqq
[3] kailash43597446
[3] bijendra125
[3] munna_singh302
[3] harshu7773
[3] sravadhesht
[3] jhakash321
[2] julushah

Top Words in Tweet in G2:
[21] showcase18
[14] malala
[13] speak
[7] hachetteuk
[7] women
[6] sharlovegrove
[6] hearing
[6] akalamusic
[6] heart
[6] race

Top Words in Tweet in G3:
[17] showcase18
[16] hachetteuk
[5] curtain
[5] comes
[5] down
[5] thanks
[5] everyone
[5] pb
[5] crew
[5] big

Top Words in Tweet in G4:
[17] showcase18
[7] deborahfw
[6] hachetteuk
[6] viragobooks
[4] publishing
[4] day
[4] guiltfempod
[4] t
[4] highlight
[4] malala

Top Words in Tweet in G5:
[8] showcase18
[6] publishing
[6] hachetteuk
[4] jkpbooks
[4] andrew_jkp
[3] author
[3] s
[3] books
[3] feature
[3] big

Top Words in Tweet in G6:
[7] showcase18
[2] nocapitulation
[2] russia
[2] wealth
[2] yesterday

Top Words in Tweet in G7:
[6] women
[6] men
[5] publishing
[5] always
[5] ask
[5] hell
[5] come
[5] even
[5] industry
[5] totally

Top Words in Tweet in G8:
[3] showcase18
[3] publishing
[2] thebookseller
[2] female
[2] dominated
[2] profession
[2] top
[2] jobs
[2] held
[2] men

Top Words in Tweet in G9:
[5] showcase18
[4] wildfirebks
[3] pigs
[2] loved
[2] hearing
[2] helenborganic
[2] farm
[2] wildfire
[2] tiny
[2] piglets

Top Words in Tweet in G10:
[2] 10
[2] things
[2] know
[2] spoofhound1
[2] spoofhoundpride
[2] showcase18

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] hachetteuk,showcase18
[9] malala,speak
[8] female,dominated
[8] showcase18,yesterday
[8] showcase18,hachetteuk
[7] hearing,akalamusic
[7] akalamusic,speak
[7] speak,heart
[7] heart,race
[7] race,educational

Top Word Pairs in Tweet in G1:
[3] anilmjacob,sureshp87115398
[3] sureshp87115398,thefucqq
[3] thefucqq,kailash43597446
[3] kailash43597446,bijendra125
[3] bijendra125,munna_singh302
[3] munna_singh302,harshu7773
[3] harshu7773,sravadhesht
[3] sravadhesht,jhakash321
[2] julushah,anilmjacob
[2] jhakash321,ra

Top Word Pairs in Tweet in G2:
[6] hearing,akalamusic
[6] akalamusic,speak
[6] speak,heart
[6] heart,race
[6] race,educational
[6] educational,injustice
[6] injustice,pan
[6] pan,african
[6] african,community
[6] community,need

Top Word Pairs in Tweet in G3:
[8] hachetteuk,showcase18
[5] curtain,comes
[5] comes,down
[5] down,showcase18
[5] showcase18,hachetteuk
[5] hachetteuk,thanks
[5] thanks,everyone
[5] everyone,pb
[5] pb,crew
[5] crew,big

Top Word Pairs in Tweet in G4:
[4] hachetteuk,showcase18
[2] publishing,liberational
[2] liberational,force
[2] force,big
[2] big,up
[2] up,akalamusic
[2] akalamusic,ledge
[2] ledge,showcase18
[2] showcase18,hachetteuk
[2] great,day

Top Word Pairs in Tweet in G5:
[5] hachetteuk,showcase18
[3] author,s
[3] s,books
[3] books,feature
[3] feature,big
[3] big,screen
[3] screen,hachetteuk
[3] showcase18,charlie_craggs
[3] charlie_craggs,thefoxfisher
[3] thefoxfisher,ohsarahsavage

Top Word Pairs in Tweet in G6:
[2] showcase18,yesterday

Top Word Pairs in Tweet in G7:
[5] women,publishing
[5] publishing,always
[5] always,ask
[5] ask,hell
[5] hell,men
[5] men,come
[5] come,even
[5] even,industry
[5] industry,totally
[5] totally,female

Top Word Pairs in Tweet in G8:
[2] publishing,female
[2] female,dominated
[2] dominated,profession
[2] profession,top
[2] top,jobs
[2] jobs,held
[2] held,men
[2] men,coming
[2] coming,yes

Top Word Pairs in Tweet in G9:
[4] wildfirebks,showcase18
[2] loved,hearing
[2] hearing,helenborganic
[2] helenborganic,pigs
[2] pigs,farm
[2] farm,wildfirebks
[2] tiny,piglets
[2] piglets,screen
[2] screen,m
[2] m,sold

Top Word Pairs in Tweet in G10:
[2] 10,things
[2] things,know
[2] know,spoofhound1
[2] spoofhound1,spoofhoundpride
[2] spoofhoundpride,showcase18

Top Replied-To
Top Replied-To in Entire Graph:
@anilmjacob

Top Replied-To in G1:
@anilmjacob

Top Mentioned
Top Mentioned in Entire Graph:
@hachetteuk
@malala
@akalamusic
@deborahfw
@sharlovegrove
@viragobooks
@beccacmundy
@jkpbooks
@andrew_jkp
@wildfirebks

Top Mentioned in G1:
@sureshp87115398
@thefucqq
@kailash43597446
@bijendra125
@munna_singh302
@harshu7773
@sravadhesht
@jhakash321
@julushah
@anilmjacob

Top Mentioned in G2:
@malala
@hachetteuk
@sharlovegrove
@akalamusic
@bryony_gordon
@paddyjohnston
@fkedwards
@clareaux
@claremackint0sh
@peterkennyvoice

Top Mentioned in G3:
@hachetteuk
@pb_ltd
@sadl
@radioleary
@divine_miss_em
@janeharperautho
@soilassociation
@headline
@cathburkeeditor
@paddyjohnston

Top Mentioned in G4:
@deborahfw
@hachetteuk
@viragobooks
@guiltfempod
@akalamusic
@malala
@millsreid11
@millieseaward
@cathburkeeditor
@hannah_robbo

Top Mentioned in G5:
@hachetteuk
@jkpbooks
@andrew_jkp
@charlie_craggs
@thefoxfisher
@ohsarahsavage
@singing_dragon_
@ju
@steve_jkpbooks
@sarahnhamlin

Top Mentioned in G7:
@beccacmundy
@deborahfw

Top Mentioned in G8:
@thebookseller
@hachettebooks
@deborahfw
@nicolaala

Top Mentioned in G9:
@wildfirebks
@helenborganic
@stephcockburn
@clarke_books
@caitdavies

Top Mentioned in G10:
@spoofhound1
@counseling_mms

Top Tweeters
Top Tweeters in Entire Graph:
@headline
@mahanaatma1
@hmpatel44440038
@raahi_27
@antiprofessor
@bijendra125
@janf06
@hnmishra11
@notrollergirl
@devdeep02

Top Tweeters in G1:
@mahanaatma1
@hmpatel44440038
@raahi_27
@bijendra125
@hnmishra11
@devdeep02
@m108p
@niranjantripa16
@harshu7773
@shreeradhe_12

Top Tweeters in G2:
@janf06
@claremackint0sh
@shaistaaziz
@soniameggie
@thejemmar
@akalamusic
@paddyjohnston
@quercusbooks
@bryony_gordon
@killiancurran

Top Tweeters in G3:
@headline
@bookouture
@publicitybooks
@marcmordey
@soilassociation
@radioleary
@sadlers_wells
@hachetteuk
@divine_miss_em
@bookish_becky

Top Tweeters in G4:
@queenkelso
@deborahfw
@fictionjourneys
@viragobooks
@cathburkeeditor
@guiltfempod
@lsherwinstark
@meadolivia
@hannah_robbo
@ailahahmed

Top Tweeters in G5:
@ju
@steve_jkpbooks
@thefoxfisher
@justjuno1
@ohsarahsavage
@phoebekirk
@jkpbooks
@hican15
@singing_dragon_
@andrew_jkp

Top Tweeters in G6:
@georgiancap
@logoflowss
@gpwigglesworth
@ugpine
@catherinecobain
@nctzenelaiza
@i_love__ibrahim

Top Tweeters in G7:
@antiprofessor
@notrollergirl
@goldcaro
@beccacmundy
@ellie_wheeldon

Top Tweeters in G8:
@thebookseller
@hachettebooks
@nicolaala
@emma_j_green
@junebugjem

Top Tweeters in G9:
@caitdavies
@stephcockburn
@wildfirebks
@helenborganic
@clarke_books

Top Tweeters in G10:
@heidishires
@spoofhound1
@counseling_mms