iSchools, Twitter, 9/17/2020 3:38:53 AM, 235296


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iSchools_2020-09-16_20-36-08.xlsx
iSchools_2020-09-16_20-36-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2020
Short Description:
iSchools via NodeXL https://bit.ly/2FOQbmY
@ischools
@iconf
@islamiat0101
@lynch39083
@coordinatoraief
@dujiarainy
@uw_ischool
@jcdl20201
@uoftinfofaculty
@aylinnchen

Top hashtags:
#iconf21
#jcdl2020
#datascience
#uwm
#uwmischool
#ischools
#ischoolsworldwide
#looping

Description:
Description
The graph represents a network of 159 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, 17 September 2020 at 03:36 UTC.

The requested start date was Thursday, 17 September 2020 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 76-day, 12-hour, 37-minute period from Wednesday, 01 July 2020 at 06:45 UTC to Tuesday, 15 September 2020 at 19:22 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 : 159
Unique Edges : 147
Edges With Duplicates : 157
Total Edges : 304
Number of Edge Types : 5
Mentions : 86
Tweet : 28
MentionsInRetweet : 112
Retweet : 59
Replies to : 19
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0.0268817204301075
Reciprocated Edge Ratio : 0.0523560209424084
Connected Components : 35
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 85
Maximum Edges in a Connected Component : 229
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.113137
Graph Density : 0.00760289785845076
Modularity : 0.535216
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 159 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, 17 September 2020 at 03:36 UTC.

The requested start date was Thursday, 17 September 2020 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 76-day, 12-hour, 37-minute period from Wednesday, 01 July 2020 at 06:45 UTC to Tuesday, 15 September 2020 at 19:22 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:
[6] https://2020.jcdl.org/ScheduleOfEvents.html
[3] https://docs.google.com/forms/d/e/1FAIpQLSebM9Bw0X0jbmpNZ1wiJsSfFyytb4fPXZhizQOw3EtCCuLT7g/viewform?usp=send_form
[3] http://www.c-ischools.org/future
[2] https://ischools.org/News/9234786
[1] https://www.researchgate.net/profile/Lateef_Ayinde2/achievement/5f5b08b37722133e9c175fe9
[1] https://ischool.illinois.edu/news-events/news/2020/07/martaus-joins-ischools-research-services-staff
[1] https://twitter.com/marijel_melo/status/1300900421691674630
[1] https://twitter.com/i/web/status/1305705253182947329
[1] https://uwm.edu/informationstudies/wolfram_associatedean/
[1] https://www.kent.edu/cci/news/school-information-names-new-interim-director

Top URLs in Tweet in G1:
[1] https://vimeo.com/447069678
[1] https://vimeo.com/433661105
[1] https://ischools.org/News/9128687
[1] https://uwm.edu/informationstudies/wolfram_associatedean/
[1] https://www.kent.edu/cci/news/school-information-names-new-interim-director
[1] https://www.kent.edu/iSchool/news/school-information-appoints-goodyear-endowed-professor-knowledge-management
[1] https://ischools.org/Discipline-of-Organizing-Professional
[1] http://information-studies.blogspot.com/2020/07/media-ischool-video-blog-with-professor.html
[1] https://online.arizona.edu/programs/graduate/online-master-arts-library-and-information-science-ma
[1] https://twitter.com/UArizonaSBS/status/1285245015187283968

Top URLs in Tweet in G2:
[1] https://www.researchgate.net/profile/Lateef_Ayinde2/achievement/5f5b08b37722133e9c175fe9
[1] https://twitter.com/marijel_melo/status/1300900421691674630
[1] https://ischool.illinois.edu/news-events/news/2020/07/martaus-joins-ischools-research-services-staff
[1] https://ischool.uw.edu/news/2020/07/ischools-chirag-shah-authors-hands-introduction-data-science

Top URLs in Tweet in G3:
[6] https://2020.jcdl.org/ScheduleOfEvents.html
[1] https://hicss.hawaii.edu/tracks-54/information-technology-in-healthcare/#self-quantification-with-activity-tracking-technologies-opportunities-and-threats-minitrack

Top URLs in Tweet in G4:
[2] https://ischools.org/News/9234786
[1] https://ischools.org/resources/Documents/iconf%202021/iConf21_%20Submissions-Call.pdf
[1] https://ischools.org/News/9070503
[1] https://ischools.org/News/9141981
[1] https://ischools.org/Virtual-Interactive-Sessions
[1] https://ischools.org/page-18116
[1] https://ischools.org/Full-Research-Papers
[1] https://twitter.com/iconf/status/1278092602261352449

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1294098909111947264
[1] https://twitter.com/guzdial/status/1294012510513897475

Top URLs in Tweet in G6:
[1] https://twitter.com/BruceWayne852/status/1279079404136591360
[1] https://docs.google.com/forms/d/e/1FAIpQLSebM9Bw0X0jbmpNZ1wiJsSfFyytb4fPXZhizQOw3EtCCuLT7g/viewform?usp=send_form
[1] http://www.c-ischools.org/future
[1] https://ischools.org/Discipline-of-Organizing
[1] https://sites.google.com/c-ischools.org/cis-open-house-2020/home

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1295282078867652613

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1286327934823755776

Top URLs in Tweet in G10:
[1] https://ischools.org/iConference

Top Domains
Top Domains in Tweet in Entire Graph:
[12] twitter.com
[12] ischools.org
[6] jcdl.org
[4] google.com
[3] c-ischools.org
[2] kent.edu
[2] vimeo.com
[1] researchgate.net
[1] illinois.edu
[1] uwm.edu

Top Domains in Tweet in G1:
[2] vimeo.com
[2] ischools.org
[2] kent.edu
[1] uwm.edu
[1] blogspot.com
[1] arizona.edu
[1] twitter.com

Top Domains in Tweet in G2:
[1] researchgate.net
[1] twitter.com
[1] illinois.edu
[1] uw.edu

Top Domains in Tweet in G3:
[6] jcdl.org
[1] hawaii.edu

Top Domains in Tweet in G4:
[8] ischools.org
[1] twitter.com

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

Top Domains in Tweet in G6:
[2] google.com
[1] twitter.com
[1] c-ischools.org
[1] ischools.org

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18] iconf21
[14] jcdl2020
[5] datascience
[2] uwm
[2] uwmischool
[2] ischools
[2] ischoolsworldwide
[2] looping
[2] montessorischools
[2] rischoolsopening



Top Hashtags in Tweet in G1:
[5] iconf21
[2] uwm
[2] uwmischool
[2] ischoolsworldwide
[2] ischools
[2] coronavirus
[1] hybrid
[1] pantherproud
[1] librarians
[1] onlineeducation

Top Hashtags in Tweet in G2:
[5] datascience
[1] ischoolui

Top Hashtags in Tweet in G3:
[14] jcdl2020
[1] hicss54

Top Hashtags in Tweet in G4:
[13] iconf21
[2] registration
[1] hybrid

Top Hashtags in Tweet in G5:
[1] cpsr

Top Hashtags in Tweet in G6:
[1] democratsarecorrupt
[1] mississippi
[1] mississippischools
[1] savemischools
[1] mied
[1] meischoolsfaq
[1] wearemei

Top Words
Top Words in Tweet in Entire Graph:
[64] ischools
[32] papers
[28] iconference
[21] research
[20] 2021
[18] iconf
[17] jcdl20201
[16] information
[16] #iconf21
[15] 2020

Top Words in Tweet in G1:
[15] ischools
[7] papers
[5] ischool
[5] iconf
[5] chair
[5] research
[4] ph
[4] #iconf21
[4] iconference
[4] dr

Top Words in Tweet in G2:
[7] uw_ischool
[5] ischool's
[5] chirag_shah
[5] wanted
[5] book
[5] put
[5] #datascience
[5] problems
[5] world
[5] context

Top Words in Tweet in G3:
[17] jcdl20201
[14] #jcdl2020
[12] 2020
[10] ischools
[10] jcdl
[7] wonderful
[7] jcdlconf
[7] asist_org
[6] enjoy
[6] find

Top Words in Tweet in G4:
[17] papers
[12] iconference
[12] #iconf21
[11] research
[11] iconf
[9] full
[8] hybrid
[8] track
[7] virtual
[7] organizers

Top Words in Tweet in G5:
[7] uoftinfofaculty
[7] ischools
[5] same
[4] doug_schuler
[4] chribecker
[4] ask
[4] question
[4] weaving
[4] social
[4] responsibility

Top Words in Tweet in G6:
[4] ischools
[3] students
[2] know
[2] schools
[2] percentages
[2] more
[2] school
[2] visit
[2] teachers
[2] politicians

Top Words in Tweet in G7:
[2] ippn_education
[2] forumteaching
[2] ecischools
[2] catholicprimary
[2] nascireland
[2] education_ire
[2] multilingual
[2] videos

Top Words in Tweet in G10:
[12] iconference
[12] 2021
[7] papers
[7] proposals
[6] seeks
[6] ischools
[6] organization
[6] announced
[5] coordinatoraief

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] iconference,2021
[17] research,papers
[10] jcdl,2020
[10] ischools,organization
[9] papers,proposals
[8] jcdl20201,#jcdl2020
[8] please,visit
[8] visit,online
[8] 2021,seeks
[8] seeks,papers

Top Word Pairs in Tweet in G1:
[5] research,papers
[4] dr,diane
[4] diane,kelly
[4] ischools,chair
[4] chair,elect
[3] iconference,2021
[3] video,blog
[3] ischools,organization
[2] join,congratulating
[2] congratulating,dietmarwolfram

Top Word Pairs in Tweet in G2:
[5] ischool's,chirag_shah
[5] chirag_shah,wanted
[5] wanted,book
[5] book,put
[5] put,#datascience
[5] #datascience,problems
[5] problems,world
[5] world,context
[5] context,students
[4] uw_ischool,ischool's

Top Word Pairs in Tweet in G3:
[10] jcdl,2020
[8] jcdl20201,#jcdl2020
[6] asist_org,ischools
[6] #jcdl2020,enjoy
[6] enjoy,jcdl
[6] 2020,find
[6] find,program
[6] program,attend
[6] attend,wonderful
[6] wonderful,talks

Top Word Pairs in Tweet in G4:
[11] research,papers
[5] iconference,2021
[5] full,research
[5] papers,short
[5] short,research
[5] virtual,interactive
[5] interactive,sessions
[4] iconference,organizers
[4] organizers,taking
[4] taking,proposals

Top Word Pairs in Tweet in G5:
[6] uoftinfofaculty,ischools
[4] chribecker,uoftinfofaculty
[4] ischools,ask
[4] ask,same
[4] same,question
[4] question,weaving
[4] weaving,social
[4] social,responsibility
[4] responsibility,throughout
[4] throughout,computing

Top Word Pairs in Tweet in G7:
[2] ippn_education,forumteaching
[2] forumteaching,ecischools
[2] ecischools,catholicprimary
[2] catholicprimary,nascireland
[2] nascireland,education_ire
[2] education_ire,multilingual
[2] multilingual,videos

Top Word Pairs in Tweet in G10:
[12] iconference,2021
[7] papers,proposals
[6] 2021,seeks
[6] seeks,papers
[6] proposals,ischools
[6] ischools,organization
[6] organization,announced
[6] announced,iconference
[5] coordinatoraief,iconference

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@jcdl20201
@uw_ischool
@uoftinfofaculty
@jcdlconf
@asist_org
@coordinatoraief
@sigir2020

Top Mentioned in G1:
@ischools
@iconf
@uazischool
@uwmsois
@dietmarwolfram
@ischoolksu
@kentstate
@peterabath
@uarizona
@coordinatoraief

Top Mentioned in G2:
@uw_ischool
@chirag_shah
@ischoolumd
@ischools
@ischool_pitt
@fsucci
@uw
@iconf
@dujiarainy
@researchgate

Top Mentioned in G3:
@jcdl20201
@ischools
@jcdlconf
@asist_org
@sigir2020
@alibabagroup
@mcdonald
@aylinnchen
@aisconnect

Top Mentioned in G4:
@iconf
@hedaqing
@mariluberlin
@coordinatoraief

Top Mentioned in G5:
@uoftinfofaculty
@ischools
@doug_schuler
@chribecker
@vardi
@pancakeacm
@doctorow
@uoft

Top Mentioned in G7:
@forumteaching
@ecischools
@catholicprimary
@nascireland
@education_ire
@anahitatchr
@ippn_education

Top Mentioned in G8:
@ireavaservices
@isams
@isas_online
@conquerorstechs
@ischools
@ispringpro
@jackrabbittech

Top Mentioned in G9:
@uottawa
@cmnuo
@uottawatechlaw
@uottawaarts

Top Mentioned in G10:
@coordinatoraief

Top Tweeters
Top Tweeters in Entire Graph:
@lynch39083
@doctorow
@tressiemcphd
@adr
@carimachet
@doctorow_no_bb
@margymaclibrary
@datasciencebot_
@inaljnaomi
@cpltalk

Top Tweeters in G1:
@uarizona
@orcunmadran
@sheffielduni
@nkrishnaswami
@utknoxville
@lisresearch
@intranetfocus
@uazbio5
@infoschoolsheff
@kentstate

Top Tweeters in G2:
@datasciencebot_
@ischoolsu
@uw
@slahq
@uw_ischool
@ischoolui
@researchgate
@fsucci
@ischoolumd
@chirag_shah

Top Tweeters in G3:
@mcdonald
@shawnmjones
@asist_org
@phonedude_mln
@alibabagroup
@aylinnchen
@gavindya2
@aisconnect
@yasithmilinda
@bezwitschernd

Top Tweeters in G4:
@cpltalk
@hobohm
@ejtnamic
@libconferences
@iconf
@traversingbits
@mariluberlin
@terjecol
@hedaqing
@feishucanada

Top Tweeters in G5:
@doctorow
@carimachet
@doctorow_no_bb
@vardi
@cbahlai
@uoft
@doug_schuler
@uoftinfofaculty
@pancakeacm
@chribecker

Top Tweeters in G6:
@anamatics
@z_mississippi
@bogiezero
@headofschools
@votekellybreen
@ferrinevans
@iissfas
@hroulandus
@jca
@ohfuckingbother

Top Tweeters in G7:
@nascireland
@education_ire
@ecischools
@anahitatchr
@eleanortmoore
@ippn_education
@catholicprimary
@forumteaching

Top Tweeters in G8:
@lynch39083
@ispringpro
@jackrabbittech
@isams
@conquerorstechs
@iqstrategix
@isas_online
@ireavaservices

Top Tweeters in G9:
@charlielapin
@uottawa
@uottawaarts
@lizdubois
@uottawatechlaw
@cmnuo

Top Tweeters in G10:
@meanderingleaf
@literacyfan
@alicjapawluczuk
@brazierphd
@hubeiy
@coordinatoraief


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