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iSchools_2019-08-30_23-40-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 31, 2019
Short Description:
iSchools via NodeXL http://bit.ly/2zEvfcg
@ischools
@kalevleetaru
@_kevintrainor
@kirkdborne
@iconf
@arjun_sanyal
@yishen9
@mpromann
@ejvanc
@justbementalist

Top hashtags:
#iconf20
#ischools
#jeopardy
#wcri2019
#asist19
#canada
#sweden
#aroundtheworld
#datascience

Description:
Description
The graph represents a network of 332 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, 31 August 2019 at 06:40 UTC.

The requested start date was Saturday, 31 August 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 89-day, 15-hour, 54-minute period from Sunday, 02 June 2019 at 06:49 UTC to Friday, 30 August 2019 at 22:43 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 : 332
Unique Edges : 421
Edges With Duplicates : 47
Total Edges : 468
Number of Edge Types : 3
Replies to : 24
Mentions : 361
Tweet : 83
Self-Loops : 83
Reciprocated Vertex Pair Ratio : 0.0392156862745098
Reciprocated Edge Ratio : 0.0754716981132075
Connected Components : 68
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 188
Maximum Edges in a Connected Component : 331
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.278816
Graph Density : 0.00337604193207877
Modularity : 0.723905
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://twitter.com/knightfdn/status/1153256780027351041
[4] https://ischools.org/resources/Documents/iconf%202020/Call_Submissions_iConf2020.pdf
[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://ischools.org/news/7783475
[3] https://ischool.uw.edu/news/2019/07/ischools-friedman-hendry-co-author-value-sensitive-design
[2] https://ischools.org/blog/2019/06/03/what-is-a-librarian-the-person-who-can-beat-jeopardy-juggernaut-james-holzhauer/

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/
[2] https://ischools.org/resources/Documents/iconf%202020/Call_Submissions_iConf2020.pdf
[1] https://travelinlibrarian.info/2019/06/ischools-hala-annabi-creates-autism-work-playbook-by-peter-kelley/
[1] https://twitter.com/tristanharris/status/1138126884330278912
[1] https://ischools.org/iConference
[1] https://twitter.com/CantripCandles/status/1146221428305383424
[1] https://ischools.org/Jobs/7783200
[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/

Top URLs in Tweet in G2:
[2] https://ischools.org/members/directory/
[2] https://ischools.org/news
[2] https://twitter.com/iconf/status/1144522999766368257
[2] https://www.teriin.org/events/icdl/webinar_details.php?id=2
[2] https://twitter.com/mseadle/status/1144613064416911367
[2] https://ischools.org/news/7773863
[2] https://ischools.org/blog/2019/06/05/ischools-welcome-new-member-university-of-cincinnati/
[1] https://ischools.org/Directory
[1] https://ischools.org/North-American-Directory/
[1] https://twitter.com/i/web/status/1150719269619060736

Top URLs in Tweet in G3:
[1] https://www.nb.no/en/digitizing-at-the-national-library/
[1] https://ischools.org/blog/2019/05/21/iconference-2020-issues-call-for-participation/
[1] https://ischools.org/news/7668863
[1] https://ischools.org/2020-Program
[1] https://ischools.org/blog/2019/06/03/what-is-a-librarian-the-person-who-can-beat-jeopardy-juggernaut-james-holzhauer/
[1] https://twitter.com/i/web/status/1161015033125580801
[1] https://ischools.org/iConference-2020-Preview

Top URLs in Tweet in G4:
[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 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
[1] https://vimeo.com/337990677

Top URLs in Tweet in G6:
[6] https://twitter.com/iSchools/status/1150707596527046656
[1] https://www.personalabteilung.hu-berlin.de/de/stellenausschreibungen/junior-professorship-for-information-science201d
[1] https://twitter.com/BerkeleyISchool/status/1162141167691194369
[1] https://twitter.com/iSchools/status/1136628221661851659

Top URLs in Tweet in G7:
[2] https://ischool.uw.edu/news/2019/07/ischools-friedman-hendry-co-author-value-sensitive-design
[1] https://twitter.com/samuelmehr/status/1139733291899080705

Top URLs in Tweet in G8:
[1] https://ischools.org/news/7783475

Top URLs in Tweet in G9:
[1] https://twitter.com/JASIST/status/1143179395856850945

Top URLs in Tweet in G10:
[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 Domains
Top Domains in Tweet in Entire Graph:
[51] twitter.com
[35] ischools.org
[20] blogspot.com
[19] myimplace.com
[9] forbes.com
[3] uw.edu
[2] teriin.org
[1] wordpress.com
[1] nb.no
[1] wral.com

Top Domains in Tweet in G1:
[20] blogspot.com
[19] myimplace.com
[6] twitter.com
[5] ischools.org
[2] forbes.com
[1] travelinlibrarian.info
[1] c-ischools.org
[1] edte.ch
[1] eleyo.com

Top Domains in Tweet in G2:
[19] ischools.org
[14] twitter.com
[2] teriin.org
[1] umd.edu
[1] wral.com
[1] bit.ly
[1] forbes.com
[1] paper.li

Top Domains in Tweet in G3:
[5] ischools.org
[1] nb.no
[1] twitter.com

Top Domains in Tweet in G4:
[1] bah.com

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

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

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

Top Domains in Tweet in G8:
[1] ischools.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[41] iconf20
[39] ischools
[4] jeopardy
[4] wcri2019
[3] asist19
[3] canada
[3] sweden
[3] aroundtheworld
[2] datascience
[2] designthinking



Top Hashtags in Tweet in G1:
[1] chlaabsc19
[1] slalmd
[1] sla2019
[1] lmdcontentbuyingbreakfast
[1] iconf2020
[1] libpmc
[1] ischools

Top Hashtags in Tweet in G2:
[24] ischools
[6] iconf20
[4] jeopardy
[4] wcri2019
[3] aroundtheworld
[3] sweden
[2] canada
[2] ischoolui
[1] denmark
[1] copenhagens

Top Hashtags in Tweet in G3:
[33] iconf20
[3] ischools

Top Hashtags in Tweet in G4:
[1] bigdata
[1] datascience
[1] ai
[1] machinelearning
[1] informationscience
[1] designthinking
[1] ux
[1] ischools

Top Hashtags in Tweet in G5:
[2] ischools
[1] libraryschool
[1] mlis
[1] computerscience
[1] librarians
[1] libraryscience
[1] cni19s
[1] designthinking
[1] libraries
[1] iconf20

Top Hashtags in Tweet in G6:
[1] ischools
[1] canada
[1] ischoolru
[1] iconf20

Top Hashtags in Tweet in G9:
[1] openscience
[1] opendata
[1] socialinformatics
[1] libraries
[1] knowledgeinfraestructure
[1] datascience
[1] datamanagement
[1] researchdata
[1] rdm
[1] innovation

Top Words
Top Words in Tweet in Entire Graph:
[194] Words in Sentiment List#1: Positive
[60] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6411] Non-categorized Words
[6665] Total Words
[119] ischools
[107] science
[78] information
[74] library
[72] computer

Top Words in Tweet in G1:
[13] ischools
[7] library
[6] science
[5] â
[5] job
[5] schools
[5] information
[5] computer
[4] focus
[4] access

Top Words in Tweet in G2:
[31] ischools
[24] #ischools
[17] university
[16] information
[14] know
[9] 100
[9] located
[9] now
[9] school
[8] papers

Top Words in Tweet in G3:
[33] #iconf20
[30] iconf
[29] deadlines
[28] deadline
[26] papers
[25] september
[24] 16
[19] open
[19] now
[18] submissions

Top Words in Tweet in G4:
[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 G5:
[20] computer
[17] kalevleetaru
[16] 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
[4] ischools
[3] berlin
[2] university
[2] ibi_hu
[2] located
[2] attention

Top Words in Tweet in G7:
[4] uw_ischool
[3] ischool's
[3] batya
[3] friedman
[3] david
[3] hendry
[3] now
[2] technology
[2] designed
[2] moral

Top Words in Tweet in G8:
[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 G10:
[9] science
[9] computer
[8] sadly
[8] library
[8] information
[8] schools
[8] pivot
[8] ischools
[8] hire
[8] waves

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

Top Word Pairs in Tweet in G1:
[3] job,ads
[3] library,information
[3] sleeper,money
[3] money,evaluation
[3] computer,science
[2] library,schools
[2] 2020,borås
[2] borås,sweden
[2] information,science
[2] pivot,ischools

Top Word Pairs in Tweet in G2:
[8] 100,#ischools
[6] #ischools,located
[6] michael,seadle
[5] over,100
[5] #iconf20,now
[5] school,information
[4] smalljones,provides
[4] provides,excellent
[4] excellent,commentary
[4] commentary,boettcher

Top Word Pairs in Tweet in G3:
[24] september,16
[23] papers,deadline
[23] deadline,september
[23] 16,deadlines
[19] #iconf20,now
[18] now,open
[18] open,submissions
[18] submissions,papers
[18] deadlines,following
[18] following,weeks

Top Word Pairs in Tweet in G4:
[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 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:
[3] ischool's,batya
[3] batya,friedman
[3] friedman,david
[3] david,hendry
[2] technology,designed
[2] designed,moral
[2] moral,implications
[2] implications,age
[2] age,growing
[2] growing,concerns

Top Word Pairs in Tweet in G8:
[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 G10:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@kirkdborne
@kalevleetaru
@issi_pres
@anuncivilphd
@ischoolumd
@ncph
@amchass
@ejmknox

Top Mentioned in G1:
@publishgreylit

Top Mentioned in G2:
@ischools
@ischoolumd
@ischoolui
@boettcher
@mseadle
@marchionini
@smalljones
@iconf
@uofcincy
@uc_soit

Top Mentioned in G3:
@iconf
@ischools
@sslisischool
@oslomet_abi
@nilsph1
@uncsils
@nasjonalbibl
@lisresearch
@isrtsukuba

Top Mentioned in G4:
@kirkdborne
@kalevleetaru

Top Mentioned in G5:
@kalevleetaru
@anuncivilphd
@umichlibrary
@umsi
@forbes
@cni_org
@aallnet
@ifla_lib4dev
@afliacon
@spellboundblog

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

Top Mentioned in G7:
@uw_ischool
@samuelmehr
@berkeleyischool
@cgt_purdue
@techpurdue
@cmuhcii
@georgiatech
@ischoolumd
@medialab
@umich

Top Mentioned in G8:
@issi_pres

Top Mentioned in G9:
@_open_science_
@vtnews
@libraryjournal
@iconf
@ischools
@vtdatadecisions
@alisehq
@arlnews
@icsu_wds
@isc

Top Mentioned in G10:
@ncph

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@chidambara09
@nancyrubin
@forbes
@teioh
@infrahumano
@uncriticalsimon
@serve4impact
@kirkdborne
@gospodyina

Top Tweeters in G1:
@hurstej
@msauers
@carolinethegeek
@jsench
@nlpn_
@irew1979838
@superiorinfos
@vipinted203
@siand1987932
@hatioul554

Top Tweeters in G2:
@cpltalk
@smalljones
@uofcincy
@illinois_alma
@charlotterock
@bishopnaomi
@lisresearch
@bsheridan2208
@ischoolui
@ischoolumd

Top Tweeters in G3:
@james3neal
@cfiesler
@uncsils
@niftyc
@behnamrahdari
@ucd_ischool
@bksutherland
@sheilayoshikawa
@peterpaws
@prattischool

Top Tweeters in G4:
@arkangelscrap
@chidambara09
@nancyrubin
@kirkdborne
@thecuriousluke
@brianlinuxing
@elcavalos
@azurflorian
@frankolken
@mminevich

Top Tweeters in G5:
@forbes
@infrahumano
@serve4impact
@infointuitive
@justbementalist
@anuncivilphd
@derechoaleer
@datchery8
@stevenmaccall
@yayoarjona

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

Top Tweeters in G7:
@umich
@ischoolsu
@stanford
@medialab
@georgiatech
@ucla
@uw_ischool
@harvardresearch
@innovationlab
@techpurdue

Top Tweeters in G8:
@isidroaguillo
@indiasts
@bricslics
@gemmaderrick
@indiaicsi
@aannuuppk
@stefhaustein
@csugimoto
@rhaunschild
@timothydbowman

Top Tweeters in G9:
@_open_science_
@libraryjournal
@arlnews
@vtnews
@isc
@alisehq
@strategicvt
@icsu_wds
@yishen9
@vtdatadecisions

Top Tweeters in G10:
@jm_zaragoza
@ncph
@klwaterbury
@jubrogers
@jtaylorfussell
@emrosejohansen
@pattersonjeff
@kathawk3


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