iSchools, Twitter, 9/14/2019 6:36:19 AM, 209692


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iSchools_2019-09-13_23-33-30.xlsx
iSchools_2019-09-13_23-33-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2019
Short Description:
iSchools via NodeXL http://bit.ly/2ZQiytJ
@ischools
@kirkdborne
@kalevleetaru
@arjun_sanyal
@iconf
@justbementalist
@ischoolumd
@ejmknox
@amchass
@uaschoolofinfo

Top hashtags:
#iconf20
#ischools
#privacy
#libraries
#asist19
#canada
#librarians
#mlis
#umdischool

Description:
Description
The graph represents a network of 279 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 Saturday, 14 September 2019 at 06:33 UTC.

The requested start date was Saturday, 14 September 2019 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, 18-hour, 40-minute period from Monday, 01 July 2019 at 03:33 UTC to Wednesday, 11 September 2019 at 22:14 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 : 279
Unique Edges : 321
Edges With Duplicates : 75
Total Edges : 396
Number of Edge Types : 3
Replies to : 30
Mentions : 290
Tweet : 76
Self-Loops : 76
Reciprocated Vertex Pair Ratio : 0.0434782608695652
Reciprocated Edge Ratio : 0.0833333333333333
Connected Components : 67
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 75
Maximum Edges in a Connected Component : 164
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.905974
Graph Density : 0.0037131585054537
Modularity : 0.672886
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] https://ischools-cnu.blogspot.com/2019/07/sleeper-money-evaluation.html
[19] https://syndicator.myimplace.com/sleeper-money-evaluation/
[7] https://twitter.com/iSchools/status/1150707596527046656
[6] https://ischool.umd.edu/news/ischools-and-defense-privacy-response-forbescom
[6] https://twitter.com/knightfdn/status/1153256780027351041
[3] https://ischools.org/news/7783475
[3] https://ischools.org/iConference
[3] https://ischools.org/news/7773863
[3] https://www.forbes.com/sites/kalevleetaru/2019/08/05/computer-science-could-learn-a-lot-from-library-and-information-science/
[3] https://ischool.uw.edu/news/2019/07/ischools-friedman-hendry-co-author-value-sensitive-design

Top URLs in Tweet in G1:
[20] https://ischools-cnu.blogspot.com/2019/07/sleeper-money-evaluation.html
[19] https://syndicator.myimplace.com/sleeper-money-evaluation/
[1] https://twitter.com/CantripCandles/status/1146221428305383424
[1] https://ischools.org/Jobs/7783200
[1] https://ischools.org/resources/Documents/iconf%202020/Call_Submissions_iConf2020.pdf
[1] https://www.c-ischools.org/news/youre-invited-2019-bluejacket-hall-fame-banquet
[1] http://edte.ch/blog/2016/09/30/schools-want-students-creative-thursday-afternoon/
[1] https://twitter.com/forbes/status/1158466628142678016
[1] https://twitter.com/Forbes/status/1158466628142678016
[1] https://www.forbes.com/sites/kalevleetaru/2019/08/05/computer-science-could-learn-a-lot-from-library-and-information-science/

Top URLs in Tweet in G2:
[1] https://engage.bah.com/Article/Redirect/c3e8e2d9-d4e3-43f8-9b88-76551c61100e?uc=30185&g=174e754e-fff8-444b-9be5-281c0a1fb365&f=78108

Top URLs in Tweet in G3:
[2] https://ischools.org/news/7773863
[1] https://ischools.org/news/7791386
[1] https://ischools.org/news
[1] https://twitter.com/iconf/status/1144522999766368257
[1] https://www.teriin.org/events/icdl/webinar_details.php?id=2
[1] https://twitter.com/mseadle/status/1144613064416911367
[1] https://ischools.org/Directory
[1] https://ischools.org/North-American-Directory/
[1] https://twitter.com/i/web/status/1150719269619060736
[1] https://twitter.com/i/web/status/1150721174952955904

Top URLs in Tweet in G4:
[5] https://ischool.umd.edu/news/ischools-and-defense-privacy-response-forbescom
[2] https://ischools.org/Full-Research-Papers
[2] https://ischools.org/news/7668863
[2] https://ischools.org/iConference
[1] https://ischools.org/blog/2019/05/21/iconference-2020-issues-call-for-participation/
[1] https://ischools.org/2020-Program
[1] https://ischools.org/Visions
[1] https://ischools.org/Sessions-for-Interaction-and-Engagement
[1] https://ischools.org/Posters
[1] https://ischool.umd.edu/news/umd-ischools-dan-greene-explores-benefits-and-challenges-automated-hiring-platforms-both

Top URLs in Tweet in G5:
[1] https://www.forbes.com/sites/kalevleetaru/2019/08/05/computer-science-could-learn-a-lot-from-library-and-information-science/#770470d2587d
[1] https://www.forbes.com/sites/kalevleetaru/2019/08/05/computer-science-could-learn-a-lot-from-library-and-information-science/#7d313b2b587d
[1] https://www.forbes.com/sites/kalevleetaru/2019/08/05/computer-science-could-learn-a-lot-from-library-and-information-science/
[1] https://www.forbes.com/sites/kalevleetaru/2019/08/05/computer-science-could-learn-a-lot-from-library-and-information-science/#6bebd086587d

Top URLs in Tweet in G6:
[6] https://twitter.com/iSchools/status/1150707596527046656
[1] https://twitter.com/BerkeleyISchool/status/1162141167691194369
[1] https://www.personalabteilung.hu-berlin.de/de/stellenausschreibungen/junior-professorship-for-information-science201d

Top URLs in Tweet in G7:
[1] https://ischools.org/news/7783475

Top URLs in Tweet in G8:
[1] https://www.forbes.com/sites/kalevleetaru/2019/08/05/computer-science-could-learn-a-lot-from-library-and-information-science/?fbclid=IwAR3dKWFeY-_7E3rZ_sYZ4-g46nhNzbTcrYBabJrencqNZc5Pllk68R67LG4#6291d41587d7

Top URLs in Tweet in G9:
[6] https://twitter.com/knightfdn/status/1153256780027351041
[1] https://ischools.org/resources/Documents/iconf%202018/BIAS_Workshop.pdf
[1] https://speakerdeck.com/dsalo/a-slightly-bewildered-look-at-data-literacy
[1] https://twitter.com/edsu/status/1149355809593335808

Top URLs in Tweet in G10:
[1] https://twitter.com/hralperta/status/1158772308615598088
[1] https://twitter.com/i/web/status/1149344424478093312

Top Domains
Top Domains in Tweet in Entire Graph:
[51] twitter.com
[33] ischools.org
[20] blogspot.com
[19] myimplace.com
[10] forbes.com
[7] umd.edu
[3] uw.edu
[2] teriin.org
[1] arizona.edu
[1] wordpress.com

Top Domains in Tweet in G1:
[20] blogspot.com
[19] myimplace.com
[7] twitter.com
[3] ischools.org
[3] forbes.com
[1] c-ischools.org
[1] edte.ch
[1] eleyo.com
[1] umd.edu

Top Domains in Tweet in G2:
[1] bah.com

Top Domains in Tweet in G3:
[13] ischools.org
[12] twitter.com
[1] teriin.org
[1] arizona.edu
[1] bit.ly
[1] forbes.com
[1] paper.li

Top Domains in Tweet in G4:
[13] ischools.org
[6] umd.edu
[1] teriin.org
[1] twitter.com

Top Domains in Tweet in G5:
[4] forbes.com

Top Domains in Tweet in G6:
[7] twitter.com
[1] hu-berlin.de

Top Domains in Tweet in G7:
[1] ischools.org

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

Top Domains in Tweet in G9:
[7] twitter.com
[1] ischools.org
[1] speakerdeck.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] iconf20
[27] ischools
[4] privacy
[4] libraries
[3] asist19
[3] canada
[2] librarians
[2] mlis
[2] umdischool
[2] fearlessideas



Top Hashtags in Tweet in G1:
[2] ischools
[1] libpmc
[1] libraries
[1] mlis
[1] privacy
[1] librarians

Top Hashtags in Tweet in G2:
[1] bigdata
[1] datascience
[1] ai
[1] machinelearning
[1] informationscience
[1] designthinking
[1] ux
[1] ischools

Top Hashtags in Tweet in G3:
[11] ischools
[7] iconf20
[2] canada
[2] aroundtheworld
[2] ischoolui
[1] celebrate
[1] us
[1] france
[1] shanghai
[1] colombia

Top Hashtags in Tweet in G4:
[31] iconf20
[4] ischools
[3] privacy
[3] libraries
[2] umdischool
[2] fearlessideas
[1] canada

Top Hashtags in Tweet in G5:
[1] libraryschool
[1] mlis
[1] ischools
[1] computerscience
[1] librarians
[1] libraryscience

Top Hashtags in Tweet in G10:
[1] digipres

Top Words
Top Words in Tweet in Entire Graph:
[167] Words in Sentiment List#1: Positive
[57] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[5655] Non-categorized Words
[5879] Total Words
[108] ischools
[105] science
[75] computer
[69] information
[64] library

Top Words in Tweet in G1:
[11] ischools
[6] science
[5] computer
[4] library
[4] â
[4] focus
[4] access
[3] sleeper
[3] money
[3] evaluation

Top Words in Tweet in G2:
[58] science
[30] information
[29] computer
[29] learn
[29] lot
[29] library
[29] including
[29] individuals
[29] seek
[29] out

Top Words in Tweet in G3:
[27] ischools
[13] university
[11] #ischools
[10] information
[9] know
[8] now
[8] papers
[8] more
[8] school
[7] s

Top Words in Tweet in G4:
[31] #iconf20
[27] research
[24] iconf
[23] papers
[19] deadlines
[17] deadline
[17] 16
[15] september
[14] full
[14] short

Top Words in Tweet in G5:
[20] computer
[17] kalevleetaru
[15] ischools
[14] schools
[14] pivot
[14] hire
[14] waves
[14] scientists
[14] lis
[13] thank

Top Words in Tweet in G6:
[6] ejmknox
[6] please
[6] send
[6] nomination
[3] berlin
[2] ibi_hu
[2] ischools
[2] attention

Top Words in Tweet in G7:
[13] deeply
[13] saddened
[13] hear
[13] passing
[13] professor
[13] judit
[13] bar
[13] ilan
[13] esteemed
[13] colleague

Top Words in Tweet in G8:
[9] science
[9] computer
[8] sadly
[8] library
[8] information
[8] schools
[8] pivot
[8] ischools
[8] hire
[8] waves

Top Words in Tweet in G9:
[7] ischools
[6] well
[6] already
[6] exist
[6] sure
[6] take
[6] money
[5] jftitone
[4] know
[3] t

Top Words in Tweet in G10:
[8] already
[7] digital
[6] yup
[6] archival
[6] labor
[6] objs
[6] largely
[6] maintenance
[6] work
[6] invisible

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[48] information,science
[46] library,information
[41] computer,science
[33] computer,scientists
[33] science,learn
[33] learn,lot
[33] lot,library
[31] pivot,ischools
[31] ischools,hire
[30] schools,pivot

Top Word Pairs in Tweet in G1:
[3] sleeper,money
[3] money,evaluation
[3] computer,science
[2] library,information
[2] information,science
[2] pivot,ischools
[2] ischools,hire
[2] hire,waves
[2] waves,computer
[2] computer,scientists

Top Word Pairs in Tweet in G2:
[29] computer,science
[29] science,learn
[29] learn,lot
[29] lot,library
[29] library,information
[29] information,science
[29] science,including
[29] including,individuals
[29] individuals,seek
[29] seek,out

Top Word Pairs in Tweet in G3:
[4] #iconf20,now
[4] more,100
[4] 100,#ischools
[4] bar,ilan
[4] attention,ischools
[4] ischools,academics
[4] academics,hiring
[4] hiring,excellent
[4] excellent,people
[4] people,unistrathclyde

Top Word Pairs in Tweet in G4:
[14] full,short
[14] short,research
[14] papers,deadline
[14] september,16
[13] deadline,september
[13] 16,deadlines
[9] research,#iconf20
[8] share,research
[8] #iconf20,community
[8] community,through

Top Word Pairs in Tweet in G5:
[14] schools,pivot
[14] pivot,ischools
[14] ischools,hire
[14] hire,waves
[14] waves,computer
[14] computer,scientists
[13] thank,kalevleetaru
[13] scientists,scholarly
[12] kalevleetaru,lis
[12] lis,schools

Top Word Pairs in Tweet in G6:
[6] please,send
[6] send,nomination
[5] ejmknox,please

Top Word Pairs in Tweet in G7:
[13] deeply,saddened
[13] saddened,hear
[13] hear,passing
[13] passing,professor
[13] professor,judit
[13] judit,bar
[13] bar,ilan
[13] ilan,esteemed
[13] esteemed,colleague
[13] colleague,friend

Top Word Pairs in Tweet in G8:
[8] sadly,library
[8] library,information
[8] information,science
[8] science,schools
[8] schools,pivot
[8] pivot,ischools
[8] ischools,hire
[8] hire,waves
[8] waves,computer
[8] computer,scientists

Top Word Pairs in Tweet in G9:
[6] well,ischools
[6] ischools,already
[6] already,exist
[6] exist,sure
[6] sure,take
[6] take,money
[5] jftitone,well
[2] students,don
[2] don,t
[2] t,know

Top Word Pairs in Tweet in G10:
[6] yup,archival
[6] archival,labor
[6] labor,digital
[6] digital,objs
[6] objs,largely
[6] largely,maintenance
[6] maintenance,work
[6] work,already
[6] already,invisible
[6] invisible,beyond

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@iconf
@ischools
@kirkdborne
@kalevleetaru
@issi_pres
@anuncivilphd
@ischoolumd
@keithmarzullo
@ncph
@amchass

Top Mentioned in G1:
@publishgreylit

Top Mentioned in G2:
@kirkdborne
@kalevleetaru

Top Mentioned in G3:
@ischools
@iconf
@ischoolui
@unistrathclyde
@strathcis
@ischoolumd
@strath_ischool
@uncsils
@ibi_hu

Top Mentioned in G4:
@iconf
@ischools
@ischoolumd
@keithmarzullo
@lisresearch
@springernature
@james3neal
@springe
@ubcischool
@mmsubram

Top Mentioned in G5:
@kalevleetaru
@anuncivilphd
@forbes
@aallnet
@ifla_lib4dev
@afliacon
@spellboundblog
@amchass

Top Mentioned in G6:
@ejmknox
@ibi_hu
@ischools
@ctspberkeley
@rutgerscomminfo
@asist_sigsm
@asist_ec
@policyinternet
@icsjournal
@oiioxford

Top Mentioned in G7:
@issi_pres

Top Mentioned in G8:
@ncph

Top Mentioned in G9:
@jftitone
@libskrat

Top Mentioned in G10:
@amchass

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@chidambara09
@nancyrubin
@forbes
@adr
@teioh
@infrahumano
@uncriticalsimon
@jacobsberg
@kirkdborne

Top Tweeters in G1:
@adr
@jacobsberg
@carolinethegeek
@nlpn_
@irew1979838
@superiorinfos
@vipinted203
@siand1987932
@hatioul554
@auntess579

Top Tweeters in G2:
@arkangelscrap
@chidambara09
@nancyrubin
@kirkdborne
@thecuriousluke
@brianlinuxing
@elcavalos
@azurflorian
@frankolken
@mminevich

Top Tweeters in G3:
@bschlenker
@illinois_alma
@cfiesler
@bsheridan2208
@uncsils
@niftyc
@ischoolui
@ucd_ischool
@unistrathclyde
@timgorichanaz

Top Tweeters in G4:
@james3neal
@cpltalk
@rutgerscomminfo
@springernature
@lynrobinson
@lisresearch
@ccabezas
@behnamrahdari
@ischoolumd
@nsla

Top Tweeters in G5:
@forbes
@infrahumano
@justbementalist
@infointuitive
@anuncivilphd
@derechoaleer
@datchery8
@stevenmaccall
@yayoarjona
@aallnet

Top Tweeters in G6:
@vanessairvinedd
@ciotarebecca
@powersoffour
@crhinesmith
@profjsg
@oiioxford
@arjun_sanyal
@jasist
@jeffhemsley
@icsjournal

Top Tweeters in G7:
@isidroaguillo
@indiasts
@bricslics
@gemmaderrick
@indiaicsi
@aannuuppk
@stefhaustein
@csugimoto
@rhaunschild
@timothydbowman

Top Tweeters in G8:
@jm_zaragoza
@ncph
@klwaterbury
@jubrogers
@jtaylorfussell
@kathawk3
@emrosejohansen
@pattersonjeff

Top Tweeters in G9:
@margymaclibrary
@timgollins
@libskrat
@mbbassdrlib
@k8lin
@jftitone
@wahlgreens

Top Tweeters in G10:
@hralperta
@emilyhiggs24
@linguistory
@joshshepperd
@amchass
@destreservation
@archivistkelsey


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