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NetSci_2017-03-20_05-00-12.xlsx
NetSci_2017-03-20_05-00-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 20, 2017
Short Description:
NetSci via NodeXL http://bit.ly/2nXUJt7
@netsci2017
@ronaldomenezes
@alevergara78
@lucpappalard
@spornslab
@barabasi
@graphcommons

Description:
Description
The graph represents a network of 133 Twitter users whose tweets in the requested range contained "NetSci", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 March 2017 at 12:00 UTC.

The requested start date was Monday, 20 March 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 47-day, 23-hour, 5-minute period from Sunday, 29 January 2017 at 20:51 UTC to Saturday, 18 March 2017 at 19:56 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 : 133
Unique Edges : 183
Edges With Duplicates : 50
Total Edges : 233
Self-Loops : 32
Reciprocated Vertex Pair Ratio : 0.0581395348837209
Reciprocated Edge Ratio : 0.10989010989011
Connected Components : 19
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 95
Maximum Edges in a Connected Component : 186
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.701297
Graph Density : 0.0103668261562998
Modularity : 0.590216
NodeXL Version : 1.0.1.375

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] http://netsci2017.net/logistics/travelban
[17] https://graphcommons.com/graphs/ee4a43a2-3189-4f82-879c-960344332ea6?svg=true&auto=true&group-type=cluster&show=groups
[5] http://www.quantifysuccess.org/netsci2017/
[4] http://www.complexity.es/netsci2017brain
[3] http://kdd.cs.ksu.edu/Workshops/IJCAI-2017-HINA/
[3] http://kdd.cs.ksu.edu/Workshops/IJCAI-2017-AffComp/
[2] https://sites.google.com/a/binghamton.edu/netscied6/call-for-abstracts
[2] https://www.wired.com/2016/12/mesmerizing-commute-maps-reveal-live-mega-regions-not-cities/
[2] http://tinyurl.com/netscied6
[1] https://twitter.com/i/web/status/842769046936457223

Top URLs in Tweet in G1:
[4] http://www.complexity.es/netsci2017brain
[2] https://sites.google.com/a/binghamton.edu/netscied6/call-for-abstracts
[2] http://netsci2017.net/logistics/travelban
[2] http://tinyurl.com/netscied6
[1] https://twitter.com/HirokiSayama/status/829466163402846208
[1] https://twitter.com/i/web/status/825808605513449478
[1] https://twitter.com/i/web/status/827637705987194880

Top URLs in Tweet in G2:
[16] http://netsci2017.net/logistics/travelban

Top URLs in Tweet in G3:
[8] https://graphcommons.com/graphs/ee4a43a2-3189-4f82-879c-960344332ea6?svg=true&auto=true&group-type=cluster&show=groups
[1] https://twitter.com/i/web/status/840884479971512321
[1] http://biocomplexlab.org/NetCrime/
[1] https://twitter.com/ronaldomenezes/status/823372433969283072

Top URLs in Tweet in G4:
[3] http://www.quantifysuccess.org/netsci2017/
[2] https://www.wired.com/2016/12/mesmerizing-commute-maps-reveal-live-mega-regions-not-cities/
[1] https://twitter.com/AristeguiOnline/status/828855850626330624
[1] https://twitter.com/i/web/status/831172140275814400
[1] https://twitter.com/i/web/status/783786895209734144
[1] https://twitter.com/i/web/status/801470992241434624
[1] https://twitter.com/i/web/status/791296931813134336
[1] https://www.facebook.com/Mesurar/
[1] https://www.facebook.com/Mesurar/posts/?ref=page_internal
[1] http://www.mesura.org

Top URLs in Tweet in G5:
[3] http://netsci2017.net/logistics/travelban
[1] https://twitter.com/netsci2017/status/827565857844899842
[1] https://twitter.com/i/web/status/827980069939376128
[1] http://kateto.net/networks-r-igraph?p=3796
[1] https://glocomnet.com/events/netsci-2017-network-neuroscience

Top URLs in Tweet in G6:
[3] http://kdd.cs.ksu.edu/Workshops/IJCAI-2017-HINA/
[3] http://kdd.cs.ksu.edu/Workshops/IJCAI-2017-AffComp/

Top URLs in Tweet in G7:
[9] https://graphcommons.com/graphs/ee4a43a2-3189-4f82-879c-960344332ea6?svg=true&auto=true&group-type=cluster&show=groups
[1] https://twitter.com/i/web/status/840678612680470529

Top URLs in Tweet in G8:
[1] http://netsci2017.net/logistics/travelban

Top URLs in Tweet in G9:
[2] http://netsci2017.net/logistics/travelban
[1] https://twitter.com/netsci2017/status/825808437422481409

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/842769046936457223

Top Domains
Top Domains in Tweet in Entire Graph:
[24] netsci2017.net
[17] twitter.com
[17] graphcommons.com
[6] ksu.edu
[5] quantifysuccess.org
[4] complexity.es
[2] google.com
[2] facebook.com
[2] wired.com
[2] tinyurl.com

Top Domains in Tweet in G1:
[4] complexity.es
[3] twitter.com
[2] google.com
[2] netsci2017.net
[2] tinyurl.com

Top Domains in Tweet in G2:
[16] netsci2017.net

Top Domains in Tweet in G3:
[8] graphcommons.com
[2] twitter.com
[1] biocomplexlab.org

Top Domains in Tweet in G4:
[5] twitter.com
[3] quantifysuccess.org
[2] wired.com
[2] facebook.com
[1] mesura.org

Top Domains in Tweet in G5:
[3] netsci2017.net
[2] twitter.com
[1] kateto.net
[1] glocomnet.com

Top Domains in Tweet in G6:
[6] ksu.edu

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

Top Domains in Tweet in G8:
[1] netsci2017.net

Top Domains in Tweet in G9:
[2] netsci2017.net
[1] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[40] netsci
[31] netsci2017
[17] ddj
[17] journalism
[17] mapping
[15] bigdata
[5] datascience
[5] networks
[5] aristeguienvivo
[4] netscied6

Top Hashtags in Tweet in G1:
[25] netsci2017
[4] netscied6
[2] netsci

Top Hashtags in Tweet in G2:
[1] netsci2017

Top Hashtags in Tweet in G3:
[13] netsci
[8] ddj
[8] journalism
[8] mapping
[5] datascience
[2] mobility
[2] design
[2] sensors
[2] humanmobility
[1] opendata

Top Hashtags in Tweet in G4:
[14] bigdata
[13] netsci
[5] aristeguienvivo
[3] redessociales
[2] futbol
[2] cienciaderedes
[1] netsci2017
[1] facebook
[1] redes
[1] networkscience

Top Hashtags in Tweet in G6:
[3] dailyupdate
[3] cfp
[3] hina2017
[3] affcomp2017
[3] socialnetworks
[3] kstate
[3] math725
[3] mathematics
[3] data
[3] networks

Top Hashtags in Tweet in G7:
[9] ddj
[9] journalism
[9] mapping
[8] netsci

Top Hashtags in Tweet in G8:
[1] netsci2017

Top Hashtags in Tweet in G9:
[3] netsci2017
[2] networks

Top Hashtags in Tweet in G10:
[2] bdhubs

Top Words
Top Words in Tweet in Entire Graph:
[31] Words in Sentiment List#1: Positive
[7] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2524] Non-categorized Words
[2562] Total Words
[132] netsci
[88] netsci2017
[35] network
[34] community
[30] announce

Top Words in Tweet in G1:
[59] netsci2017
[41] netsci
[26] announce
[26] decision
[26] soon
[26] possible
[26] built
[26] international
[26] connected
[26] community

Top Words in Tweet in G2:
[20] netsci
[18] netsci2017
[17] spornslab
[16] joint
[16] statement
[16] organizers
[16] society
[16] impact
[16] u
[16] s

Top Words in Tweet in G3:
[14] netsci
[8] clusters
[8] people
[8] orgs
[8] exist
[8] trump's
[8] power
[8] network
[8] ddj
[8] journalism

Top Words in Tweet in G4:
[14] netsci
[14] bigdata
[7] mesurar
[6] success
[6] red
[5] aristeguienvivo
[5] aristeguionline
[4] cada
[4] semana
[4] nodo

Top Words in Tweet in G5:
[8] netsci
[3] 2017
[2] network
[2] travel
[2] ban

Top Words in Tweet in G6:
[6] kstate
[4] kstate_bigdata
[4] n
[3] dailyupdate
[3] cfp
[3] ijcai_2017
[3] workshops
[3] hina2017
[3] affcomp2017
[3] socialnetworks

Top Words in Tweet in G7:
[9] clusters
[9] people
[9] orgs
[9] exist
[9] trump's
[9] power
[9] network
[9] ddj
[9] journalism
[9] mapping

Top Words in Tweet in G8:
[8] netsci
[7] joint
[7] statement
[7] network
[7] science
[7] society
[7] 2017
[7] recent
[7] travel
[7] restrictions

Top Words in Tweet in G9:
[7] netsci
[6] netsci2017
[3] dos
[3] pósters
[3] aceptados
[3] felicitaciones
[3] franvarela
[3] datascienceudd
[2] carnby
[2] statement

Top Words in Tweet in G10:
[6] literacy
[5] mwbigdatahub
[3] catherine
[3] cramer
[3] nysci
[3] data
[3] network
[3] let's
[3] partner
[3] w

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[30] announce,decision
[30] decision,soon
[30] soon,possible
[30] possible,netsci
[30] netsci,built
[30] built,international
[30] international,connected
[30] connected,community
[29] netsci2017,announce
[29] community,netsci2017

Top Word Pairs in Tweet in G1:
[26] announce,decision
[26] decision,soon
[26] soon,possible
[26] possible,netsci
[26] netsci,built
[26] built,international
[26] international,connected
[26] connected,community
[25] netsci2017,announce
[25] community,netsci2017

Top Word Pairs in Tweet in G2:
[16] joint,statement
[16] statement,netsci2017
[16] netsci2017,organizers
[16] organizers,netsci
[16] netsci,society
[16] society,impact
[16] impact,u
[16] u,s
[16] s,travel
[16] travel,ban

Top Word Pairs in Tweet in G3:
[8] clusters,people
[8] people,orgs
[8] orgs,exist
[8] exist,trump's
[8] trump's,power
[8] power,network
[8] network,ddj
[8] ddj,journalism
[8] journalism,mapping
[5] very,happy

Top Word Pairs in Tweet in G4:
[7] netsci,bigdata
[5] aristeguienvivo,aristeguionline
[4] bigdata,netsci
[3] science,success
[3] success,apply
[3] apply,quantifying
[3] quantifying,success
[3] success,satellite
[3] satellite,netsci'17
[2] barabasi,science

Top Word Pairs in Tweet in G5:
[3] netsci,2017
[2] travel,ban

Top Word Pairs in Tweet in G6:
[3] dailyupdate,cfp
[3] cfp,ijcai_2017
[3] ijcai_2017,workshops
[3] workshops,hina2017
[3] hina2017,affcomp2017
[3] socialnetworks,kstate
[3] kstate,math725
[3] math725,mathematics
[3] mathematics,data
[3] data,networks

Top Word Pairs in Tweet in G7:
[9] clusters,people
[9] people,orgs
[9] orgs,exist
[9] exist,trump's
[9] trump's,power
[9] power,network
[9] network,ddj
[9] ddj,journalism
[9] journalism,mapping
[8] graphcommons,clusters

Top Word Pairs in Tweet in G8:
[7] joint,statement
[7] statement,network
[7] network,science
[7] science,society
[7] society,netsci
[7] netsci,2017
[7] 2017,recent
[7] recent,travel
[7] travel,restrictions
[7] restrictions,announced

Top Word Pairs in Tweet in G9:
[3] dos,pósters
[3] pósters,aceptados
[3] aceptados,netsci
[3] netsci,felicitaciones
[3] felicitaciones,franvarela
[3] franvarela,datascienceudd
[2] carnby,dos
[2] statement,travel
[2] travel,ban
[2] ban,netsci

Top Word Pairs in Tweet in G10:
[3] catherine,cramer
[3] cramer,nysci
[3] nysci,data
[3] data,literacy
[3] literacy,network
[3] network,literacy
[3] literacy,let's
[3] let's,partner
[3] partner,w
[3] w,mwbigdatahub

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@netsci2017
@spornslab
@graphcommons
@mesurar
@bgoncalves
@floridatech
@alexvespi
@seminarclass
@aristeguionline
@biocomplexlab

Top Mentioned in G1:
@netsci2017
@hirokisayama
@sarah_morgan_uk
@spornslab

Top Mentioned in G2:
@spornslab
@netsci2017
@eestradalab
@cgershen
@anduviera
@avpapachristos
@robysinatra
@kcore_analytics
@_alexarenas

Top Mentioned in G3:
@bgoncalves
@floridatech
@seminarclass
@biocomplexlab
@graphcommons
@todays_turkey
@netcrime
@iuinfograd
@uofr

Top Mentioned in G4:
@mesurar
@aristeguionline
@barabasi
@carlospaezagraz
@wired
@netsci2017

Top Mentioned in G6:
@kstate_bigdata
@ijcai_2017
@nodexl
@ksuderekc
@kstate
@ijcai
@wikicfp

Top Mentioned in G7:
@graphcommons

Top Mentioned in G8:
@alexvespi
@netsci2017

Top Mentioned in G9:
@franvarela
@datascienceudd
@netsci2017
@carnby
@ciro

Top Mentioned in G10:
@mwbigdatahub
@nysci

Top Tweeters
Top Tweeters in Entire Graph:
@gis_sharer
@alevergara78
@aristeguionline
@kahve_bahcesi
@syawal
@wired
@vipeopleclub
@psicologadra
@todays_turkey
@ali_syedraza

Top Tweeters in G1:
@vipeopleclub
@psicologadra
@ali_syedraza
@lshlj
@jorgefabrega
@_ll_l___lll_ll_
@raquelrecuero
@hirokisayama
@mwinandy
@jclarkpowers

Top Tweeters in G2:
@jacki_liddle
@soramame0518
@anduviera
@dankessler
@m_apfelthaler
@bcmvr
@dan_marinazzo
@cgershen
@neurosharp
@lewybodylab

Top Tweeters in G3:
@alevergara78
@kahve_bahcesi
@todays_turkey
@uofr
@bgoncalves
@iuinfograd
@ronaldomenezes
@floridatech
@seminarclass
@biocomplexlab

Top Tweeters in G4:
@aristeguionline
@wired
@ritchzavala
@carmenrincru
@yakru77
@carlospaezagraz
@mesurar
@lucpappalard
@barabasi
@427896

Top Tweeters in G5:
@8hipulin
@tatmann9
@un_deaddy
@fitelson
@net_science
@glocomnet
@karenedaniels
@th14600
@jtxpa
@miranda_lubbers

Top Tweeters in G6:
@wikicfp
@banazir
@kstate
@kstate_bigdata
@nodexl
@ksuderekc
@kstate_acmsigai
@ijcai
@ijcai_2017

Top Tweeters in G7:
@gis_sharer
@syawal
@altug_isigan
@arikan
@networkpolitics
@graphcommons
@ticowrites
@thanough

Top Tweeters in G8:
@juanrocha
@alexvespi
@svscarpino
@iniguezg
@weitzlab
@francescobonchi
@christosellina1

Top Tweeters in G9:
@carnby
@franvarela
@ciro
@leoferres
@datascienceudd

Top Tweeters in G10:
@nysci
@renebaston
@mwbigdatahub
@dataecologies