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pint17_2017-09-13_15-15-36.xlsx
pint17_2017-09-13_15-15-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2017
Short Description:
pint17 via NodeXL http://bit.ly/2vUMMJM
@pintofscience
@inascienceworld
@babrahaminst
@mapimx
@mendeley_com
@imperialcollege
@sil4sci

Description:
Description
The graph represents a network of 479 Twitter users whose tweets in the requested range contained "pint17", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 13 September 2017 at 22:47 UTC.

The requested start date was Wednesday, 13 September 2017 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 72-day, 4-hour, 29-minute period from Saturday, 01 July 2017 at 18:43 UTC to Monday, 11 September 2017 at 23:13 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 : 479
Unique Edges : 718
Edges With Duplicates : 106
Total Edges : 824
Self-Loops : 74
Reciprocated Vertex Pair Ratio : 0.025
Reciprocated Edge Ratio : 0.0487804878048781
Connected Components : 72
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 247
Maximum Edges in a Connected Component : 500
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.608216
Graph Density : 0.00304417326892672
Modularity : 0.688363
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://pintofscience.co.uk/events/york
[3] https://pintofscience.fr/
[3] http://eusci.org.uk/2017/05/18/pint-of-science-edinburgh-2017-our-bodies-in-extreme-environments/
[2] https://twitter.com/AgataNyga/status/849602923877339137
[2] https://pintofsciencefr.wordpress.com/2016/09/26/petit-festival-devient-tres-grand/
[2] https://www.youtube.com/watch?v=MI4Yes4EAho&sns=tw
[2] http://www.muhammadshaikh.com/
[2] https://pintofscience.fr/event/crisprcas9--le-coup-coll-de-ladn
[2] http://trib.al/jy3p9lb
[2] https://twitter.com/cox_tom/status/880684961770201089

Top URLs in Tweet in G1:
[2] https://www.youtube.com/watch?v=MI4Yes4EAho&sns=tw
[1] https://twitter.com/i/web/status/845021425618571264
[1] https://twitter.com/i/web/status/877600476807675904
[1] https://twitter.com/i/web/status/864200679941971968
[1] https://twitter.com/i/web/status/864911273569521664
[1] https://pintofscience.co.uk//event/pint-of-science-bristol-su-welcome-week#.WbG3UkJqB8M.twitter
[1] https://pintofscience.co.uk/event/sex-bugs--border-control
[1] https://pintofscience.co.uk//event/sex-bugs--border-control#.Wa02GIvPviw.twitter
[1] https://twitter.com/i/web/status/885382498506731521
[1] https://twitter.com/i/web/status/892301511992250368

Top URLs in Tweet in G2:
[2] https://pintofsciencefr.wordpress.com/2016/09/26/petit-festival-devient-tres-grand/
[1] https://openagenda.com/fetedelascience2017/events/la-science-a-contrepied?platform=hootsuite
[1] https://twitter.com/i/web/status/904961131462189057
[1] https://twitter.com/i/web/status/780668538541465600
[1] https://twitter.com/AurelienBaelde/status/735550197971980289
[1] https://twitter.com/i/web/status/851426968914604032
[1] https://www.youtube.com/watch?v=2zECKt1Zfy0

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/884822090528022528
[1] https://twitter.com/i/web/status/888389276190334976
[1] https://twitter.com/i/web/status/884819814765797377
[1] https://twitter.com/i/web/status/888391024753725440
[1] https://twitter.com/i/web/status/888303374227177472

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/864941961291149312
[1] https://twitter.com/i/web/status/864913542209830917
[1] https://twitter.com/i/web/status/864941244757286914
[1] https://twitter.com/i/web/status/864928547554701314

Top URLs in Tweet in G5:
[2] https://twitter.com/cox_tom/status/880684961770201089
[2] http://trib.al/jy3p9lb
[1] https://twitter.com/i/web/status/883643589368193024

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/881221744421482496
[1] https://twitter.com/i/web/status/881247302152839168

Top URLs in Tweet in G7:
[1] https://pintofscience.co.uk/event/how-to-make-and-break-a-heart
[1] https://twitter.com/i/web/status/849219901059477505
[1] https://twitter.com/i/web/status/862979917889384448

Top URLs in Tweet in G8:
[3] https://pintofscience.co.uk/events/york
[1] https://twitter.com/i/web/status/848822433817776128

Top Domains
Top Domains in Tweet in Entire Graph:
[62] twitter.com
[7] co.uk
[5] pintofscience.fr
[5] youtube.com
[3] org.uk
[2] wordpress.com
[2] muhammadshaikh.com
[2] trib.al
[1] openagenda.com
[1] shareaholic.com

Top Domains in Tweet in G1:
[6] twitter.com
[3] co.uk
[2] youtube.com

Top Domains in Tweet in G2:
[4] twitter.com
[2] wordpress.com
[1] openagenda.com
[1] youtube.com

Top Domains in Tweet in G3:
[5] twitter.com

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

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[337] pint17
[18] scicomm
[15] careergoals
[15] phdchat
[15] science
[11] sheffield
[10] pintofscience
[9] cardiff
[8] cbg
[8] jqfest



Top Hashtags in Tweet in G1:
[58] pint17
[9] sheffield
[4] cbg
[3] safarilounge
[3] beautifulmind
[3] concentrate
[2] inspirational
[2] jqfest
[2] hockleygold
[2] nanoparticles

Top Hashtags in Tweet in G2:
[28] pint17
[1] pint16
[1] paris
[1] lyon
[1] pint18
[1] supraconductivité
[1] strasbourg

Top Hashtags in Tweet in G3:
[24] pint17
[14] scicomm
[14] careergoals
[14] phdchat
[14] science
[7] cardiff
[1] publicist

Top Hashtags in Tweet in G4:
[9] pint17
[3] python
[2] cbg
[2] atomstogalaxies

Top Hashtags in Tweet in G5:
[2] teenmomog
[2] teenmom
[2] girlpowertrip
[1] bobross
[1] miketysonmysteries

Top Hashtags in Tweet in G6:
[12] pint17
[7] cambridge

Top Hashtags in Tweet in G7:
[4] pint17
[2] heart
[2] ucl
[2] beer
[2] pub
[2] blood

Top Hashtags in Tweet in G8:
[5] pint17

Top Hashtags in Tweet in G9:
[4] pint17

Top Hashtags in Tweet in G10:
[6] jqfest
[6] hockleygold
[6] pint17

Top Words
Top Words in Tweet in Entire Graph:
[236] Words in Sentiment List#1: Positive
[90] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7070] Non-categorized Words
[7396] Total Words
[337] pint17
[188] pintofscience
[94] science
[59] talk
[55] pint

Top Words in Tweet in G1:
[84] pintofscience
[58] pint17
[31] one
[30] computers
[29] stories
[29] mentioned
[29] talk
[29] stick
[29] inside
[29] ourselves

Top Words in Tweet in G2:
[29] pintofsciencefr
[28] pint17
[23] fetescience
[21] val_drouet
[16] amis
[16] parisiens
[16] vous
[16] manque
[16] ouf
[16] une

Top Words in Tweet in G3:
[24] pint17
[17] being
[17] publicist
[16] inascienceworld
[15] experience
[14] want
[14] try
[14] scicomm
[14] route
[14] here's

Top Words in Tweet in G4:
[11] mendeley_com
[9] pintofscience
[9] pint17
[5] thanks
[3] raffling
[3] prizes
[3] way
[3] w
[3] random
[3] number

Top Words in Tweet in G5:
[8] school
[7] hollyylive
[7] malala
[6] twitter
[6] girls
[5] today
[5] out
[4] africa
[4] one
[4] ago

Top Words in Tweet in G6:
[12] pint17
[11] babrahaminst
[10] pubs
[10] science
[7] great
[7] post
[7] summary
[7] cambridge
[7] ps
[7] answer

Top Words in Tweet in G7:
[4] blood
[4] sejjarp
[4] pint17
[2] learn
[2] growing
[2] new
[2] vessels
[2] pintofscience
[2] bgwmc
[2] tix

Top Words in Tweet in G8:
[5] programme
[5] uniofyork
[5] pintofscience
[5] pint17
[5] looks
[5] absolutely
[5] incredible
[5] well
[5] done
[5] team

Top Words in Tweet in G9:
[5] imperialcollege
[5] sold
[5] tickets
[4] pint17
[3] events
[3] organised
[3] university
[3] uk
[3] well
[3] done

Top Words in Tweet in G10:
[6] pintofscience
[6] met
[6] jqbid
[6] jqfest
[6] hockleygold
[6] pint17
[6] brumhour
[6] brumscicomm
[6] jqopenstudios
[4] gunmakersbrum

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[39] pint,science
[35] pintofscience,pint17
[32] pint17,pintofscience
[29] one,stories
[29] stories,mentioned
[29] mentioned,pintofscience
[29] pintofscience,talk
[29] talk,computers
[29] computers,stick
[29] stick,inside

Top Word Pairs in Tweet in G1:
[29] one,stories
[29] stories,mentioned
[29] mentioned,pintofscience
[29] pintofscience,talk
[29] talk,computers
[29] computers,stick
[29] stick,inside
[29] inside,ourselves
[28] edent,one
[28] ourselves,little

Top Word Pairs in Tweet in G2:
[16] amis,parisiens
[16] parisiens,pintofsciencefr
[16] pintofsciencefr,vous
[16] vous,manque
[16] manque,ouf
[16] ouf,une
[16] une,nouvelle
[16] nouvelle,soirée
[16] soirée,arrive
[16] arrive,pour

Top Word Pairs in Tweet in G3:
[15] experience,being
[14] want,try
[14] try,scicomm
[14] scicomm,route
[14] route,here's
[14] here's,experience
[14] being,pint17
[14] pint17,publicist
[14] publicist,careergoals
[14] careergoals,phdchat

Top Word Pairs in Tweet in G4:
[5] thanks,mendeley_com
[3] raffling,prizes
[3] prizes,pintofscience
[3] pintofscience,way
[3] way,w
[3] w,random
[3] random,number
[3] number,generator
[3] generator,python
[3] python,thanks

Top Word Pairs in Tweet in G5:
[2] africa,toto
[2] gonna,ignore
[2] ignore,fact
[2] fact,mackenzie
[2] mackenzie,teen
[2] teen,mom
[2] mom,looks
[2] looks,beans
[2] beans,teenmomog
[2] teenmomog,teenmom

Top Word Pairs in Tweet in G6:
[7] great,post
[7] post,pint17
[7] pint17,summary
[7] summary,cambridge
[7] cambridge,babrahaminst
[7] babrahaminst,ps
[7] ps,answer
[7] answer,'yes'
[7] 'yes',3
[6] unicampubliceng,great

Top Word Pairs in Tweet in G7:
[2] learn,growing
[2] growing,new
[2] new,blood
[2] blood,vessels
[2] vessels,sejjarp
[2] sejjarp,pintofscience
[2] pintofscience,pint17
[2] pint17,bgwmc
[2] bgwmc,tix
[2] tix,available

Top Word Pairs in Tweet in G8:
[5] programme,uniofyork
[5] uniofyork,pintofscience
[5] pintofscience,pint17
[5] pint17,looks
[5] looks,absolutely
[5] absolutely,incredible
[5] incredible,well
[5] well,done
[5] done,team
[4] pphdechant,programme

Top Word Pairs in Tweet in G9:
[3] pint17,events
[3] events,organised
[3] organised,imperialcollege
[3] imperialcollege,sold
[3] sold,tickets
[3] tickets,university
[3] university,uk
[3] uk,well
[3] well,done
[3] done,everyone

Top Word Pairs in Tweet in G10:
[6] pintofscience,met
[6] met,jqbid
[6] jqbid,jqfest
[6] jqfest,hockleygold
[6] hockleygold,pint17
[6] pint17,brumhour
[6] brumhour,brumscicomm
[6] brumscicomm,jqopenstudios
[4] gunmakersbrum,pintofscience

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pintofscience
@pintofsciencefr
@edent
@fetescience
@val_drouet
@inascienceworld
@babrahaminst
@mendeley_com
@stuartashing
@jqbid

Top Mentioned in G1:
@pintofscience
@edent
@deacs07
@sc0tt1e94
@hindawi
@gunmakersbrum
@jqbid
@brumhour
@brumscicomm
@jqopenstudios

Top Mentioned in G2:
@pintofsciencefr
@fetescience
@val_drouet
@elocha19
@wordpressdotcom
@zombiegammarid
@eleaheberle
@plantoscope

Top Mentioned in G3:
@inascienceworld
@pintofscience
@littlemancoffee
@mickynairn
@jennkylam
@sehoey
@emmacampbell171
@rebekahetmoore
@cardiffuni
@engagewithcu

Top Mentioned in G4:
@mendeley_com
@pintofscience
@mrkdejong
@poshakgandhi
@themaypolecamb
@kingssspp
@k
@005_duygu
@jennyjames2004

Top Mentioned in G5:
@malala
@twitter
@veritysulway
@cyndiirae
@sammyinlala
@normmacdonald
@tinatbh
@neiltyson
@bbcdoctorwho
@kateberlant

Top Mentioned in G6:
@babrahaminst
@unicampubliceng
@pintofscience

Top Mentioned in G7:
@sejjarp
@pintofscience
@bgwmc
@amibanerjee1
@ruhrberglab
@thebhf
@agatanyga
@tellina86

Top Mentioned in G8:
@uniofyork
@pintofscience
@pphdechant
@uoye

Top Mentioned in G9:
@imperialcollege
@ablitt_c
@pintofscience
@icoutreach
@paularowinska

Top Mentioned in G10:
@pintofscience
@jqbid
@brumhour
@brumscicomm
@jqopenstudios
@gunmakersbrum

Top Tweeters
Top Tweeters in Entire Graph:
@roomeezon
@asher_wolf
@der_bluthund
@3wombats
@claudosky
@eigensinn83
@starryvibes
@kcarruthers
@paul_trembath
@corruptnsw

Top Tweeters in G1:
@asher_wolf
@der_bluthund
@3wombats
@eigensinn83
@kcarruthers
@paul_trembath
@corruptnsw
@jaykelly26
@absalomedia
@jrehnj

Top Tweeters in G2:
@claudosky
@starryvibes
@maybeegreen
@papeekaboo
@mart1oeil
@wordpressdotcom
@nadegejoly
@plumerouille
@rman212
@nlavielle

Top Tweeters in G3:
@sivarocks
@jivecardiff
@_open_science_
@cardiffuni
@sotonbloggers
@the_node
@unisouthampton
@academicchatter
@cemccarthy02
@mickynairn

Top Tweeters in G4:
@k
@mendeley_com
@josephjakobow1
@kingssspp
@dedismarog1976
@kassie44392391
@dosipamo1972
@stacie_mata
@jjfscheffer
@kanyingip

Top Tweeters in G5:
@hollyylive
@tinatbh
@veritysulway
@bbcdoctorwho
@normmacdonald
@kateberlant
@neiltyson
@twitter
@cyndiirae
@sammyinlala

Top Tweeters in G6:
@jivecambridge
@global_reg_svcs
@matthewrehrl
@babrahaminst
@ucamenterprise
@adrianliston
@michaelhinton13
@unicampubliceng
@science_ice
@jombarbosa_75

Top Tweeters in G7:
@thebhf
@amibanerjee1
@mapimx
@bgwmc
@agatanyga
@tellina86
@sejjarp
@ruhrberglab

Top Tweeters in G8:
@uniofyork
@pphdechant
@anunroboo1985
@lewerbucop1975
@swf7p1lpmsz9hi9
@enkekjk8lrs6xew
@uoye

Top Tweeters in G9:
@imperialcollege
@icoutreach
@tivelivou1976
@mpecdt
@ablitt_c
@paularowinska
@senngroup

Top Tweeters in G10:
@brumhour
@1truclaretnblu
@gunmakersbrum
@jqbid
@leloupuk
@jqopenstudios
@brumscicomm