iSchools, Twitter, 12/6/2020 4:56:05 AM, 242753


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iSchools_2020-12-03_20-33-37.xlsx
iSchools_2020-12-03_20-33-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2020
Short Description:
iSchools via NodeXL https://bit.ly/3mHP7lD
@ischools
@jameslowryatl
@iconf
@uw_ischool
@islamiat0101
@lijoivan
@dujiarainy
@cuinfoscience
@alisehq
@jamiealee2013

Top hashtags:
#iconf21
#deadline
#ischools
#uazischool
#colloquiumseries
#oer
#rusci
#lis
#library

Description:
Description
The graph represents a network of 208 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 Friday, 04 December 2020 at 04:33 UTC.

The requested start date was Thursday, 03 December 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 90-day, 23-hour, 4-minute period from Thursday, 03 September 2020 at 01:01 UTC to Thursday, 03 December 2020 at 00:06 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 : 208
Unique Edges : 161
Edges With Duplicates : 344
Total Edges : 505
Number of Edge Types : 5
Replies to : 16
Mentions : 97
Retweet : 134
MentionsInRetweet : 196
Tweet : 62
Self-Loops : 62
Reciprocated Vertex Pair Ratio : 0.044
Reciprocated Edge Ratio : 0.0842911877394636
Connected Components : 33
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 120
Maximum Edges in a Connected Component : 387
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.113566
Graph Density : 0.006061872909699
Modularity : 0.440383
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 208 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 Friday, 04 December 2020 at 04:33 UTC.

The requested start date was Thursday, 03 December 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 90-day, 23-hour, 4-minute period from Thursday, 03 September 2020 at 01:01 UTC to Thursday, 03 December 2020 at 00:06 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:
[11] https://ischools.org/Virtual-Career-Fair
[6] https://ischools.org/page-18359
[5] https://ischools.org/page-18116
[4] https://www.c-ischools.org/bluejacket-broadcast
[4] https://twitter.com/iSchools/status/1316408432367468544
[3] https://utpjournals.press/doi/full/10.3138/jelis.61.3.08
[3] https://www.c-ischools.org:443/referendum
[3] https://ischools.org/News/9234786
[2] https://www.c-ischools.org/site/Default.aspx?PageType=7&SiteID=4
[2] https://twitter.com/EUILib/status/1306903680919179264

Top URLs in Tweet in G1:
[5] https://ischools.org/page-18116
[3] https://ischools.org/News/9234786
[2] https://ischools.org/iConference
[1] https://ischools.org/News/9336409
[1] https://ischools.org/2021-iConference-goes-online-announcement/
[1] https://ischools.org/News/9317544
[1] https://ischools.org/page-18359
[1] https://mailchi.mp/creativecommons.org/cc-summit-intent-to-register
[1] https://twitter.com/marijel_melo/status/1300900421691674630
[1] https://www.researchgate.net/profile/Lateef_Ayinde2/achievement/5f5b08b37722133e9c175fe9

Top URLs in Tweet in G2:
[6] https://ischools.org/Virtual-Career-Fair
[5] https://ischools.org/page-18359
[2] https://twitter.com/EUILib/status/1306903680919179264
[1] https://twitter.com/drexelcci/status/1320799351287869440
[1] https://ischools.org/page-18118
[1] https://twitter.com/i/web/status/1318144865952321536
[1] https://twitter.com/iconf/status/1320443692629581825
[1] https://twitter.com/iconf/status/1320696686600056839
[1] https://ischools.org/News/9336175
[1] https://twitter.com/reformala/status/1327378306660925441

Top URLs in Tweet in G3:
[2] https://twitter.com/iSchools/status/1316408432367468544
[2] https://ischools.org/Virtual-Career-Fair
[1] https://ischool.uw.edu/news/2020/10/fcc-honors-ischools-cindy-aden-work-expand-broadband-access
[1] https://www.eventbrite.com/e/msim-application-workshop-tickets-116515630387
[1] https://archivaltech.org/new-work/
[1] https://twitter.com/i/web/status/1316134138903052288

Top URLs in Tweet in G4:
[3] https://www.c-ischools.org:443/referendum
[1] https://www.c-ischools.org/site/Default.aspx?PageType=7&SiteID=4
[1] https://twitter.com/i/web/status/1321157806171561989
[1] https://www.c-ischools.org/Page/462
[1] http://www.c-ischools.org/vote

Top URLs in Tweet in G5:
[3] https://www.c-ischools.org/bluejacket-broadcast
[2] https://ischools.org/Virtual-Career-Fair
[1] https://twitter.com/i/web/status/1311546217327783936
[1] https://twitter.com/USCPSC/status/1316773760976982016
[1] https://www.c-ischools.org/site/Default.aspx?PageType=7&SiteID=4
[1] https://sites.google.com/c-ischools.org/cis-open-house-2020/home
[1] https://ischools.org/page-8689/BlogPost/4899511/9299559
[1] https://ischools.org/CustomUrlHandler
[1] https://twitter.com/i/web/status/1320732004405682176
[1] https://digital-scholarship.org/digitalkoans/2020/10/29/integrating-research-and-teaching-for-data-curation-in-ischools/

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1326974293775949825
[1] https://ischool.sjsu.edu/istudent-blog/dont-miss-sjsu-ischools-diversity-webcast-series

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1326760603520696320
[1] https://twitter.com/i/web/status/1326228841166114816

Top URLs in Tweet in G8:
[3] https://utpjournals.press/doi/full/10.3138/jelis.61.3.08
[1] https://ali.memberclicks.net/index.php?option=com_jevents&task=icalrepeat.detail&evid=55&Itemid=213&year=2020&month=10&day=23&title=alise-ifederation-panel-session--higher-education-and-research-community-responses-to-the-covid-19-pandemic&uid=982cdb6b6cef3e574f834d97da2295e8

Top URLs in Tweet in G9:
[1] https://twitter.com/emma_lurie/status/1323679127979716608

Top URLs in Tweet in G10:
[1] https://twitter.com/cfiesler/status/1321119669399420931
[1] https://twitter.com/i/web/status/1320917427799101440
[1] https://twitter.com/i/web/status/1321119669399420931
[1] https://twitter.com/i/web/status/1320917842192142339

Top Domains
Top Domains in Tweet in Entire Graph:
[34] ischools.org
[29] twitter.com
[12] c-ischools.org
[3] utpjournals.press
[1] buffalo.edu
[1] utoronto.ca
[1] uw.edu
[1] eventbrite.com
[1] digital-scholarship.org
[1] archivaltech.org

Top Domains in Tweet in G1:
[14] ischools.org
[1] mailchi.mp
[1] twitter.com
[1] researchgate.net

Top Domains in Tweet in G2:
[13] ischools.org
[9] twitter.com
[1] utoronto.ca
[1] informationr.net

Top Domains in Tweet in G3:
[3] twitter.com
[2] ischools.org
[1] uw.edu
[1] eventbrite.com
[1] archivaltech.org

Top Domains in Tweet in G4:
[6] c-ischools.org
[1] twitter.com

Top Domains in Tweet in G5:
[4] ischools.org
[4] c-ischools.org
[3] twitter.com
[1] google.com
[1] digital-scholarship.org

Top Domains in Tweet in G6:
[1] twitter.com
[1] sjsu.edu

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

Top Domains in Tweet in G8:
[3] utpjournals.press
[1] memberclicks.net

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[36] iconf21
[23] deadline
[7] ischools
[6] uazischool
[6] colloquiumseries
[4] oer
[3] rusci
[3] lis
[3] library
[3] infocareers



Top Hashtags in Tweet in G1:
[21] iconf21
[13] deadline
[2] registration
[1] ccafrica
[1] creativecommons
[1] ccglobalsummit

Top Hashtags in Tweet in G2:
[15] iconf21
[10] deadline
[3] rusci
[3] infocareers
[3] librarytwitter
[3] libraryjobs
[1] ischoolsworldwide
[1] scimi

Top Hashtags in Tweet in G3:
[6] uazischool
[6] colloquiumseries
[1] digitaldivide
[1] coronavirus
[1] misinformation

Top Hashtags in Tweet in G4:
[1] bluejacketpride

Top Hashtags in Tweet in G5:
[1] icadl2020
[1] ischool
[1] jacketpride

Top Hashtags in Tweet in G6:
[4] oer
[4] ischools

Top Hashtags in Tweet in G8:
[3] lis
[3] library

Top Words
Top Words in Tweet in Entire Graph:
[90] ischools
[87] research
[83] papers
[77] information
[76] virtual
[71] more
[53] submission
[49] iconf
[48] programs
[47] event

Top Words in Tweet in G1:
[52] research
[51] papers
[38] submission
[28] iconf
[26] full
[25] iconference
[25] 2021
[25] short
[23] virtual
[21] due

Top Words in Tweet in G2:
[38] information
[38] virtual
[38] ischools
[32] papers
[32] research
[29] more
[29] event
[27] programs
[24] power
[24] graduate

Top Words in Tweet in G3:
[20] join
[12] cuny
[12] nov
[12] 19
[12] reading
[12] jamiealee2013
[12] forthcoming
[12] book
[12] followed
[12] discussion

Top Words in Tweet in G4:
[24] pupil
[19] referendum
[15] operating
[15] schools
[12] isd911
[12] local
[12] approved
[12] unlock
[12] 800
[12] funding

Top Words in Tweet in G5:
[5] ischools
[4] information
[4] virtual
[4] big
[3] 30
[3] programs
[3] cambridge
[3] tonight
[3] students
[3] event

Top Words in Tweet in G6:
[4] #oer
[4] librarianship
[4] professional
[4] development
[4] oen's
[4] courses
[4] #ischools
[4] enter
[4] read
[4] ischool

Top Words in Tweet in G7:
[2] shoe_sticky
[2] ischools
[2] academic
[2] think

Top Words in Tweet in G8:
[8] leadership
[6] alisehq
[6] ischools
[4] alise
[4] academy
[4] designed
[4] generate
[4] interest
[4] build
[4] confidence

Top Words in Tweet in G9:
[5] happy
[5] help
[5] anyone
[5] applying
[5] ischools
[5] cs
[5] programs
[5] fall
[5] first
[5] gen

Top Words in Tweet in G10:
[7] ischools
[7] virtual
[6] grad
[5] cuinfoscience
[5] fair
[5] 10
[4] tomorrow
[4] 26
[4] representing
[3] cfiesler

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[78] research,papers
[39] short,research
[36] power,information
[33] virtual,event
[32] iconference,2021
[28] information,virtual
[27] opportunities,programs
[26] event,showcasing
[26] showcasing,opportunities
[25] programs,prospective

Top Word Pairs in Tweet in G1:
[47] research,papers
[25] iconference,2021
[25] short,research
[15] full,short
[13] uploaded,conftool
[13] end,day
[13] #deadline,#iconf21
[12] submission,#deadline
[11] important,update
[11] update,due

Top Word Pairs in Tweet in G2:
[31] research,papers
[24] power,information
[22] virtual,event
[19] information,virtual
[19] event,showcasing
[19] showcasing,opportunities
[19] opportunities,programs
[19] programs,prospective
[18] prospective,graduate
[18] graduate,students

Top Word Pairs in Tweet in G3:
[12] join,cuny
[12] cuny,nov
[12] nov,19
[12] 19,reading
[12] reading,jamiealee2013
[12] jamiealee2013,forthcoming
[12] forthcoming,book
[12] book,followed
[12] followed,discussion
[11] jameslowryatl,join

Top Word Pairs in Tweet in G4:
[15] operating,referendum
[12] local,operating
[12] referendum,approved
[12] approved,unlock
[12] unlock,800
[12] 800,pupil
[12] pupil,funding
[12] funding,schools
[12] schools,including
[12] including,103

Top Word Pairs in Tweet in G5:
[3] go,big
[3] big,blue
[2] tomorrow,wsu
[2] wsu,sis
[2] sis,power
[2] power,information
[2] information,virtual
[2] virtual,event
[2] event,showcasing
[2] showcasing,opportunities

Top Word Pairs in Tweet in G6:
[4] #oer,librarianship
[4] librarianship,professional
[4] professional,development
[4] development,oen's
[4] oen's,courses
[4] courses,#ischools
[4] #ischools,enter
[4] read,ischool
[4] ischool,student
[4] student,blog

Top Word Pairs in Tweet in G8:
[4] alise,leadership
[4] leadership,academy
[4] academy,designed
[4] designed,generate
[4] generate,interest
[4] interest,leadership
[4] leadership,build
[4] build,confidence
[4] confidence,prospective
[3] prospective,leaders

Top Word Pairs in Tweet in G9:
[5] happy,help
[5] help,anyone
[5] anyone,applying
[5] applying,ischools
[5] ischools,cs
[5] cs,programs
[5] programs,fall
[5] fall,first
[5] first,gen
[5] gen,feel

Top Word Pairs in Tweet in G10:
[6] ischools,virtual
[6] virtual,grad
[5] grad,fair
[4] tomorrow,10
[4] 10,26
[4] representing,cuinfoscience
[4] cuinfoscience,ischools
[3] 26,representing
[3] fair,interested
[2] cfiesler,tomorrow

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@isd911
@cuny
@jamiealee2013
@jameslowryatl
@mute
@uw_ischool
@alisehq
@uazischool

Top Mentioned in G1:
@iconf
@ischools
@ischoolumd
@uw_ischool
@ischool_pitt
@ischoolsu
@ischoolui
@fsucci
@uw
@dujiarainy

Top Mentioned in G2:
@ischools
@iconf
@drexelcci
@simmonsslis
@benjamindhorne
@0fed0
@rutgerscomminfo
@utksis
@intranetfocus
@infoschoolsheff

Top Mentioned in G3:
@cuny
@jamiealee2013
@jameslowryatl
@mute
@uw_ischool
@uazischool
@aninddey
@ischools
@fcc

Top Mentioned in G4:
@isd911
@stepupforciedu1

Top Mentioned in G6:
@opened_network
@bl
@sjsuischool

Top Mentioned in G7:
@hogarthfan69
@ischools
@moustacheclubus
@shoe_sticky
@kolinakoltai
@2020partnership

Top Mentioned in G8:
@alisehq
@asist_org
@ischools
@shirsh
@etmeyer
@utpjournals
@dalbellomarija

Top Mentioned in G9:
@hcitonya

Top Mentioned in G10:
@cuinfoscience
@cfiesler
@ischools

Top Tweeters
Top Tweeters in Entire Graph:
@inaljnaomi
@james3neal
@lisalibrarian
@cpltalk
@diminieloops
@joshbosma
@fdmhildesheim
@kcrowe
@rutgerscomminfo
@globalhighered

Top Tweeters in G1:
@cpltalk
@ischoolsu
@clj59
@uw
@slahq
@_kevintrainor
@lisresearch
@uncsils
@mfcavanagh
@researchgate

Top Tweeters in G2:
@rutgerscomminfo
@bishopnaomi
@m7admit
@simmonsslis
@intranetfocus
@ssekittof
@infoschoolsheff
@ischoolui
@crhinesmith
@drexelurep

Top Tweeters in G3:
@cuny
@fcc
@queenschronicle
@archivists_org
@paulvdudman
@cunytv
@rawfeminism
@wastatelib
@uw_ischool
@qc_news

Top Tweeters in G4:
@joshbosma
@38rudy
@kosarkablue
@shariwiltrout
@isd911
@ciprincipal
@d911eats
@odonovry
@trout4213
@educ_nelson

Top Tweeters in G5:
@digitalkoans
@cihs_activities
@siswsu
@_rumble_strips_
@beingsalarii
@oliviamp_
@emmaspiro
@george_at_uofsc
@tsiedlecki
@icadl_tweet

Top Tweeters in G6:
@james3neal
@reformanational
@bl
@sjsuischool
@opened_network
@literacyfan
@clnelsen94
@sjsu_1stgen

Top Tweeters in G7:
@moustacheclubus
@shoe_sticky
@hogarthfan69
@kolinakoltai
@lijoivan
@whatsleftcast
@2020partnership

Top Tweeters in G8:
@utpjournals
@asist_org
@alisehq
@dalbellomarija
@larabalaa
@etmeyer
@shirsh

Top Tweeters in G9:
@de_kosnik
@berkeleyischool
@sienna_schatzz
@cat_c_b
@hcitonya

Top Tweeters in G10:
@carolinethegeek
@cfiesler
@cubouldercmci
@jabbottsiu
@cuinfoscience


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