iSchools, Twitter, 10/28/2021 3:51:24 AM, 264950


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iSchools_2021-10-27_20-33-36.xlsx
iSchools_2021-10-27_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2021
Short Description:
iSchools via NodeXL https://bit.ly/31aJKFJ
@uw_ischool
@mrstoh2o
@ischools
@carolinerpitt
@elegantlogic
@rhizomeconnect
@iconf
@b01group
@ayahsoufan
@simmonsslis

Top hashtags:
#bts
#army
#iconf22
#infocon2021
#informationscience
#datascience
#infocon
#ischools

Description:
Description
The graph represents a network of 520 Twitter users whose tweets in the requested range contained "iSchools", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 28 October 2021 at 03:34 UTC.

The requested start date was Thursday, 28 October 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 86-day, 21-hour, 33-minute period from Sunday, 01 August 2021 at 17:44 UTC to Wednesday, 27 October 2021 at 15:17 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 : 520
Unique Edges : 339
Edges With Duplicates : 960
Total Edges : 1299
Number of Edge Types : 5
Mentions : 150
Tweet : 67
Retweet : 414
MentionsInRetweet : 634
Replies to : 34
Self-Loops : 67
Reciprocated Vertex Pair Ratio : 0.0269121813031161
Reciprocated Edge Ratio : 0.0524137931034483
Connected Components : 43
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 398
Maximum Edges in a Connected Component : 1142
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.719424
Graph Density : 0.00268637913146584
Modularity : 0.472424
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 520 Twitter users whose tweets in the requested range contained "iSchools", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 28 October 2021 at 03:34 UTC.

The requested start date was Thursday, 28 October 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 86-day, 21-hour, 33-minute period from Sunday, 01 August 2021 at 17:44 UTC to Wednesday, 27 October 2021 at 15:17 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : iSchools
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://ischools.org/INFOcon-2021
[7] https://ischools.org/iConference
[6] https://twitter.com/iSchools/status/1446128188569051136
[6] https://ischools.org/Full-Research-Papers
[6] https://ischools.org/Short-Research-Papers
[6] https://ischool.uw.edu/news/2021/09/music-services-fall-short-superfans-ischools-lee-finds
[6] https://www.studyinternational.com/news/the-uss-most-impactful-data-science-masters-programmes/
[5] http://ad-id.org/
[5] https://ischools.org/page-18436
[3] https://ischools.org/iConference-2021-Summary

Top URLs in Tweet in G1:
[5] https://ischools.org/INFOcon-2021
[3] https://twitter.com/iSchools/status/1446128188569051136
[2] https://ischools.org/Studies-in-Misinformation
[2] https://ischool.uw.edu/news/2021/09/music-services-fall-short-superfans-ischools-lee-finds

Top URLs in Tweet in G2:
[1] https://ischool.uw.edu/news/2021/09/music-services-fall-short-superfans-ischools-lee-finds

Top URLs in Tweet in G3:
[12] https://ischools.org/INFOcon-2021
[7] https://ischools.org/iConference
[6] https://ischools.org/Full-Research-Papers
[6] https://ischools.org/Short-Research-Papers
[5] http://ad-id.org/
[3] https://ischools.org/Jobs
[3] https://ischools.org/iConference-2021-Summary
[2] https://twitter.com/RutgersCommInfo/status/1427290752527253504
[2] https://aisingapore.org/2021/09/artificial-intelligence-and-work-two-perspectives/
[2] https://www.journals.elsevier.com/information-processing-and-management/call-for-papers/special-issue-on-intelligent-technologies-for-smart-healthcare-across-the-lifespan

Top URLs in Tweet in G4:
[6] https://www.studyinternational.com/news/the-uss-most-impactful-data-science-masters-programmes/
[1] https://twitter.com/iSchools/status/1446128188569051136
[1] https://arizona.csod.com/ux/ats/careersite/4/home/requisition/5825?c=arizona

Top URLs in Tweet in G5:
[1] https://ischool.uw.edu/news/2021/09/music-services-fall-short-superfans-ischools-lee-finds
[1] http://rhizomeconnect.com

Top URLs in Tweet in G6:
[2] https://ischool.uw.edu/news/2021/09/music-services-fall-short-superfans-ischools-lee-finds
[2] https://ischools.org/INFOcon-2021
[1] https://discovery.ucl.ac.uk/id/eprint/10122818/
[1] https://jopik.ischools.co.kr/
[1] https://bheepz.ischools.co.kr/
[1] https://ischools.org/Lead-From-Wherever-You-Are-Skills-for-an-Evolving-Profession
[1] https://twitter.com/i/web/status/1452719764502028288

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1438063942161600522

Top URLs in Tweet in G9:
[2] https://www.c-ischools.org/referendum
[1] https://www.ehlers-inc.com/microsite/ci2021/
[1] http://www.c-ischools.org/2021-referendum
[1] https://www.c-ischools.org:443/referendum

Top URLs in Tweet in G10:
[5] https://ischools.org/page-18436
[1] https://ischools.org/INFOcon-2021

Top Domains
Top Domains in Tweet in Entire Graph:
[75] ischools.org
[26] twitter.com
[6] uw.edu
[6] studyinternational.com
[5] ad-id.org
[4] c-ischools.org
[3] illinois.edu
[2] hu.berlin
[2] syr.edu
[2] projectinfolit.org

Top Domains in Tweet in G1:
[7] ischools.org
[3] twitter.com
[2] uw.edu

Top Domains in Tweet in G2:
[1] uw.edu

Top Domains in Tweet in G3:
[50] ischools.org
[11] twitter.com
[5] ad-id.org
[3] illinois.edu
[2] aisingapore.org
[2] elsevier.com
[2] hu.berlin
[1] rutgers.edu
[1] wiley.com
[1] asist.org

Top Domains in Tweet in G4:
[6] studyinternational.com
[1] twitter.com
[1] csod.com

Top Domains in Tweet in G5:
[1] uw.edu
[1] rhizomeconnect.com

Top Domains in Tweet in G6:
[3] ischools.org
[2] co.kr
[2] uw.edu
[1] ac.uk
[1] twitter.com

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

Top Domains in Tweet in G9:
[4] c-ischools.org
[1] ehlers-inc.com

Top Domains in Tweet in G10:
[6] ischools.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[135] bts
[77] army
[57] iconf22
[14] infocon2021
[14] informationscience
[13] datascience
[12] infocon
[10] ischools
[8] iconf21
[7] maskupmischools



Top Hashtags in Tweet in G1:
[133] bts
[77] army
[9] informationscience
[6] infocon
[5] infocon2021
[3] ai
[3] misinformation
[1] infocon21
[1] btsarmy
[1] responsibleai

Top Hashtags in Tweet in G2:
[1] btsarmy
[1] bts

Top Hashtags in Tweet in G3:
[57] iconf22
[8] infocon2021
[8] iconf21
[7] ischools
[5] infocon
[3] infocon21
[3] informationscience
[3] datascience
[2] sci
[2] computerscience

Top Hashtags in Tweet in G4:
[7] datascience
[3] ischools
[2] careers
[1] userinterfacedesign
[1] phylogenetics
[1] dataengineering
[1] technology
[1] datasciencetraining
[1] codinglife
[1] education

Top Hashtags in Tweet in G5:
[1] bts

Top Hashtags in Tweet in G6:
[1] mississippischoolscovid
[1] infocon
[1] arma2021
[1] infocon2021

Top Hashtags in Tweet in G7:
[2] cybersecurity
[1] smartcities

Top Hashtags in Tweet in G9:
[2] jacketpride
[2] levyforlearning

Top Hashtags in Tweet in G10:
[5] simmonsslis
[3] vr
[3] ar
[3] simmonsuniversity
[1] informationscience

Top Words
Top Words in Tweet in Entire Graph:
[245] more
[168] music
[145] uw_ischool
[144] services
[137] lee
[136] jin
[135] elegantlogic
[135] streaming
[135] #bts
[126] ischools

Top Words in Tweet in G1:
[142] uw_ischool
[134] services
[133] streaming
[133] #bts
[133] jin
[133] lee
[133] elegantlogic
[83] more
[78] ischool's
[77] believes

Top Words in Tweet in G2:
[106] power
[106] music
[105] structure
[105] disrupted
[105] changed
[105] traditional
[105] gatekeepers
[105] radio
[105] djs
[105] more

Top Words in Tweet in G3:
[67] ischools
[57] #iconf22
[48] iconf
[46] papers
[45] information
[41] more
[33] submit
[32] science
[31] oct
[31] 2021

Top Words in Tweet in G4:
[21] uazischool
[12] uarizona
[10] dan
[9] data
[8] anelisehshrout
[8] ischools
[8] science
[7] #datascience
[6] human
[6] uoftinfofaculty

Top Words in Tweet in G5:
[36] bts
[18] time
[18] come
[18] living
[18] memory
[18] gone
[18] people
[18] going
[18] remember
[17] rhizomeconnect

Top Words in Tweet in G6:
[10] gt
[7] ì
[5] ischools
[4] information
[3] infocon
[3] 2021
[2] open
[2] ucl
[2] research
[2] lt

Top Words in Tweet in G7:
[4] csgspace
[2] globalcyberalln
[2] today
[2] gillthomasuk
[2] talking
[2] #cybersecurity
[2] toolkits
[2] cybersecurity

Top Words in Tweet in G8:
[2] ecischools

Top Words in Tweet in G9:
[17] last
[10] learn
[9] schools
[8] people
[8] surprised
[8] ranks
[8] mississippi
[8] conference
[8] education
[8] funding

Top Words in Tweet in G10:
[11] 2021
[9] reality
[8] virtual
[6] october
[5] learn
[5] #simmonsslis
[5] professor
[5] present
[5] 20
[5] infocon

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[136] jin,lee
[134] lee,elegantlogic
[134] streaming,services
[110] power,structure
[110] structure,disrupted
[110] disrupted,changed
[110] changed,traditional
[110] traditional,gatekeepers
[110] gatekeepers,music
[110] music,radio

Top Word Pairs in Tweet in G1:
[133] streaming,services
[133] jin,lee
[133] lee,elegantlogic
[77] ischool's,jin
[77] elegantlogic,believes
[77] believes,streaming
[77] services,more
[77] more,serve
[77] serve,#bts
[77] #bts,fans

Top Word Pairs in Tweet in G2:
[105] power,structure
[105] structure,disrupted
[105] disrupted,changed
[105] changed,traditional
[105] traditional,gatekeepers
[105] gatekeepers,music
[105] music,radio
[105] radio,djs
[105] djs,more
[105] more,recently

Top Word Pairs in Tweet in G3:
[21] virtual,event
[20] papers,#iconf22
[20] information,science
[18] left,submit
[17] infocon,2021
[16] submit,papers
[16] prospective,students
[15] explore,information
[15] science,related
[15] related,careers

Top Word Pairs in Tweet in G4:
[11] uarizona,uazischool
[9] uazischool,uarizona
[8] anelisehshrout,ischools
[6] uazischool,named
[6] named,one
[6] one,impactful
[6] impactful,data
[6] data,science
[6] science,programs
[5] ischools,human

Top Word Pairs in Tweet in G5:
[18] time,come
[18] come,bts
[18] bts,living
[18] living,memory
[18] memory,gone
[18] gone,people
[18] people,going
[18] going,remember
[18] remember,bts
[17] rhizomeconnect,time

Top Word Pairs in Tweet in G6:
[4] gt,gt
[3] infocon,2021
[2] gt,lt
[2] ì,ìš
[2] ì,ì
[2] virtual,event
[2] event,showcases
[2] showcases,breadth
[2] breadth,depth

Top Word Pairs in Tweet in G7:
[2] csgspace,csgspace
[2] csgspace,globalcyberalln
[2] globalcyberalln,today
[2] today,gillthomasuk
[2] gillthomasuk,talking
[2] talking,#cybersecurity
[2] #cybersecurity,toolkits
[2] toolkits,cybersecurity

Top Word Pairs in Tweet in G9:
[8] people,surprised
[8] surprised,learn
[8] learn,schools
[8] schools,ranks
[8] ranks,last
[8] last,mississippi
[8] mississippi,conference
[8] conference,education
[8] education,funding
[8] funding,last

Top Word Pairs in Tweet in G10:
[5] virtual,event
[4] october,20
[4] ischools,infocon
[4] infocon,2021
[4] 2021,virtual
[3] learn,virtual
[3] virtual,reality
[3] reality,#vr
[3] #vr,augmented
[3] augmented,reality

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@uw_ischool
@elegantlogic
@mrstoh2o
@ischools
@iconf
@rhizomeconnect
@asist_org
@uazischool
@uarizona
@ibi_hu

Top Mentioned in G1:
@uw_ischool
@elegantlogic
@jevinwest
@aylin_cim
@uwcip
@taschagroup
@mrstoh2o
@kolinakoltai
@uwresponsibleai
@chirag_shah

Top Mentioned in G2:
@mrstoh2o
@elegantlogic
@bts_twt
@uw_ischool

Top Mentioned in G3:
@ischools
@iconf
@asist_org
@ibi_hu
@yonahleve
@dublincore
@isic2022
@strath_ischool
@mseadle
@libraryjobs

Top Mentioned in G4:
@uazischool
@uarizona
@anelisehshrout
@uoftinfofaculty
@chribecker
@uarizonasbs
@cfiesler
@loriemerson
@kanarinka
@laurenfklein

Top Mentioned in G5:
@rhizomeconnect

Top Mentioned in G7:
@gillthomasuk
@b01group
@csgspace
@adapt_security
@staysafeonline
@nist
@cityofsanjose
@sanmateoco
@jointventuresvn
@pci_initiative

Top Mentioned in G8:
@ecischools
@cobisorg
@bsmeorg
@ceesaorg
@ispschools
@aisa_schools
@aisadirector
@neasc
@ecisphysed

Top Mentioned in G9:
@isd911

Top Mentioned in G10:
@ischools
@simmonsslis
@cathy2cool
@arma_int
@ischool

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@aepishere
@linnie_myname
@fabriciosx
@stankinmyblunt
@panterka30k
@removegopnow
@4evrstardancer
@ssibadogil
@athenajk01

Top Tweeters in G1:
@aepishere
@stankinmyblunt
@removegopnow
@4evrstardancer
@shopermintjinky
@btsismy74720491
@parkly23
@agent_snark
@deeannisa
@kristine_jung18

Top Tweeters in G2:
@linnie_myname
@panterka30k
@ssibadogil
@athenajk01
@gratefultojesus
@mrstoh2o
@mimamoguel
@monchildnj
@titity_99
@hoisiv

Top Tweeters in G3:
@cpltalk
@ucloudifyai
@rutgerscomminfo
@jedpc
@k1howard
@sh
@lisresearch
@paulnaish78
@wastatelib
@asist_org

Top Tweeters in G4:
@fabriciosx
@developerbot_v1
@betterjobsearch
@pardoe_ai
@heatherfro
@binfotrends
@uarizona
@loriemerson
@cfiesler
@anelisehshrout

Top Tweeters in G5:
@keyofcikavac
@josiekisses
@cndyblnd
@o___7__o
@septet_muster
@taekoooks_
@emie_is_ot7
@mapofthekee
@ridha_1709
@candidauris

Top Tweeters in G6:
@ucl_discovery
@wellslucassanto
@btsfan_2020
@decoratedshed
@randomarchivist
@jdittersdorf
@slimnews
@emptyschell
@uscmmlis
@ecumls1

Top Tweeters in G7:
@cybersec_feeds
@staysafeonline
@b01group
@nist
@pci_initiative
@csgspace
@cityofsanjose
@sanmateoco
@jointventuresvn
@adapt_security

Top Tweeters in G8:
@cobisorg
@ecischools
@ceesaorg
@michaeljohnst15
@bsmeorg
@ispschools
@aisadirector
@neasc
@aisa_schools
@school_collab

Top Tweeters in G9:
@joshbosma
@cihs_activities
@kosarkablue
@shariwiltrout
@isd911
@iissfas
@ericwiltrout
@jbrooksbaseball
@marayawiltrout

Top Tweeters in G10:
@vrretweeter
@simmonsslis
@arma_int
@annmgraf
@acrl_is_itech
@cathy2cool
@ischool


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