iSchools, Twitter, 7/9/2020 1:41:30 PM, 230415


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iSchools_2020-07-08_20-26-15.xlsx
iSchools_2020-07-08_20-26-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 09, 2020
Short Description:
iSchools via NodeXL https://bit.ly/38Geq15
@ischools
@iconf
@arjun_sanyal
@lamba_manika
@emeraldikm
@techedvocate
@aylinnchen
@uncsils
@lynch39083
@sonsocmed

Top hashtags:
#ischools
#aca2020
#iconf20
#beijing
#ischoolsworldwide
#hicss54
#iconf21
#freeaccess

Description:
Description
The graph represents a network of 254 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, 09 July 2020 at 03:26 UTC.

The requested start date was Thursday, 09 July 2020 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 97-day, 15-hour, 4-minute period from Wednesday, 01 April 2020 at 01:22 UTC to Tuesday, 07 July 2020 at 16:26 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 : 254
Unique Edges : 241
Edges With Duplicates : 324
Total Edges : 565
Number of Edge Types : 5
Mentions : 207
Tweet : 36
Retweet : 106
MentionsInRetweet : 182
Replies to : 34
Self-Loops : 36
Reciprocated Vertex Pair Ratio : 0.0389221556886228
Reciprocated Edge Ratio : 0.0749279538904899
Connected Components : 28
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 163
Maximum Edges in a Connected Component : 433
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.240539
Graph Density : 0.00539976969282002
Modularity : 0.520637
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 254 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, 09 July 2020 at 03:26 UTC.

The requested start date was Thursday, 09 July 2020 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 97-day, 15-hour, 4-minute period from Wednesday, 01 April 2020 at 01:22 UTC to Tuesday, 07 July 2020 at 16:26 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://ischools.org/News/9030953
[5] https://ischools.org/page-18118
[3] https://hicss.hawaii.edu/tracks-54/information-technology-in-healthcare/#self-quantification-with-activity-tracking-technologies-opportunities-and-threats-minitrack
[2] https://www.eventscribe.com/2020/ALA-Annual/fsPopup.asp?Mode=presInfo&PresentationID=743736
[2] https://ischool.uw.edu/news/2020/05/jill-mckinstry-87-named-ischools-2020-distinguished-alumna
[2] https://ischools.org/page-18345
[2] https://vimeo.com/418066012
[2] https://www.emerald.com/insight/content/doi/10.1108/RSR-09-2019-0071/full/html?utm_source=twitter&utm_medium=social&utm_campaign=ace_45thPresSI_1_20200429_free
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224667
[2] https://ischools.org/iConference

Top URLs in Tweet in G1:
[5] https://ischools.org/page-18118
[5] https://ischools.org/News/9030953
[2] https://vimeo.com/418066012
[1] https://vimeo.com/433661105
[1] https://twitter.com/i/web/status/1245817294187573248
[1] https://twitter.com/i/web/status/1246122944121765890
[1] https://twitter.com/i/web/status/1252313560207757312
[1] https://twitter.com/i/web/status/1252313564490215442
[1] https://vimeo.com/422700437
[1] https://twitter.com/i/web/status/1252313562376294402

Top URLs in Tweet in G2:
[2] https://ischools.org/iConference
[2] https://ischools.org/page-18345
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224667
[1] https://ischools.org/Full-Research-Papers
[1] https://twitter.com/iconf/status/1278092602261352449
[1] https://twitter.com/iSchools/status/1261004482957238274
[1] https://ischools.org/page-18116
[1] https://ischools.org/resources/Documents/iconf%202021/iConf21_%20CFP_Updated.pdf
[1] https://ischools.org/News/9041047
[1] https://ischools.org/News/9070503

Top URLs in Tweet in G3:
[3] https://hicss.hawaii.edu/tracks-54/information-technology-in-healthcare/#self-quantification-with-activity-tracking-technologies-opportunities-and-threats-minitrack
[2] https://www.emerald.com/insight/content/doi/10.1108/RSR-09-2019-0071/full/html?utm_source=twitter&utm_medium=social&utm_campaign=ace_45thPresSI_1_20200429_free
[1] https://www.emerald.com/insight/content/doi/10.1108/RSR-09-2019-0064/full/html?utm_source=twitter&utm_medium=social&utm_campaign=ace_45thPresSI_5_20200501_free#freeaccess
[1] https://www.emerald.com/insight/content/doi/10.1108/RSR-09-2019-0070/full/html?utm_source=twitter&utm_medium=social&utm_campaign=ace_45thPresSI_2_20200429_free#academiclibraries
[1] https://www.emerald.com/insight/content/doi/10.1108/RSR-10-2019-0073/full/html?utm_source=twitter&utm_medium=social&utm_campaign=ace_45thPresSI_3_20200430_free#academiclibraries
[1] https://www.emerald.com/insight/content/doi/10.1108/RSR-09-2019-0067/full/html?utm_source=twitter&utm_medium=social&utm_campaign=ace_45thPresSI_4_20200430_free#academiclibraries
[1] https://www.emerald.com/insight/content/doi/10.1108/RSR-10-2019-0073/full/html?utm_source=twitter&utm_medium=social&utm_campaign=ace_45thPresSI_3_20200430_free

Top URLs in Tweet in G5:
[1] https://twitter.com/LISResearch/status/1265572169242816513

Top URLs in Tweet in G7:
[2] https://ischool.uw.edu/news/2020/05/jill-mckinstry-87-named-ischools-2020-distinguished-alumna
[1] http://ow.ly/TG1x50z4zJN
[1] https://ischool.umd.edu/news/umd-ischools-international-children%E2%80%99s-digital-library-featured-la-times-list-free-reads-during
[1] https://ischool.uw.edu/news/2020/06/convocation-20-spotlights-resilience-ischools-class-2020
[1] https://www.eventscribe.com/2020/ALA-Annual/fsPopup.asp?Mode=presInfo&PresentationID=743736
[1] https://twitter.com/i/web/status/1259873872196915203
[1] https://twitter.com/i/web/status/1250429389365325824
[1] https://twitter.com/i/web/status/1250429967671779328
[1] https://ischools.org/News/9030953

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1264550841815404544
[1] http://www.theedadvocate.org/the-awards-process/

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1277118631063797760
[1] https://twitter.com/i/web/status/1272885503151312896

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[25] ischools
[20] aca2020
[11] iconf20
[9] beijing
[8] ischoolsworldwide
[7] hicss54
[7] iconf21
[5] freeaccess
[3] ischoolui
[3] academiclibraries



Top Hashtags in Tweet in G1:
[18] ischools
[7] iconf20
[7] ischoolsworldwide
[2] information
[2] hiring
[2] jobs
[2] ischoolsnews
[2] newvideo
[2] ischoolmovement
[1] technology

Top Hashtags in Tweet in G2:
[8] beijing
[6] iconf21
[4] iconf20
[1] iconference

Top Hashtags in Tweet in G3:
[7] hicss54
[5] freeaccess
[3] academiclibraries
[2] selfquantification
[1] research
[1] libraries

Top Hashtags in Tweet in G4:
[20] aca2020
[1] seeingarchivesdifferently

Top Hashtags in Tweet in G5:
[1] ischools

Top Hashtags in Tweet in G6:
[1] ischoolsworldwide
[1] ischools

Top Hashtags in Tweet in G7:
[2] alavirtual20
[2] ischools
[1] umdischool

Top Hashtags in Tweet in G10:
[2] voices

Top Words
Top Words in Tweet in Entire Graph:
[128] ischools
[47] 2021
[45] iconference
[40] walk
[39] iconf
[31] china
[28] join
[26] more
[25] #ischools
[22] march

Top Words in Tweet in G1:
[46] ischools
[18] #ischools
[14] video
[8] organization
[8] blog
[8] executive
[8] iconf
[8] see
[8] excited
[8] sbshallam

Top Words in Tweet in G2:
[37] iconference
[35] 2021
[29] iconf
[25] china
[18] march
[18] 28
[18] 31
[16] join
[16] annual
[15] beijing

Top Words in Tweet in G3:
[11] ischools
[11] asist_org
[11] special
[11] issue
[10] academic
[8] activity
[8] tracking
[8] fake
[7] #hicss54
[7] ala_rusa

Top Words in Tweet in G4:
[40] walk
[22] ischools
[20] seven
[20] percent
[20] canadian
[20] cultural
[20] institutions
[20] slide
[20] #aca2020
[20] bipoc

Top Words in Tweet in G5:
[3] ischools
[2] video

Top Words in Tweet in G6:
[2] iflanatlibs
[2] ischools
[2] kellywellread

Top Words in Tweet in G7:
[9] ischools
[8] ischoolumd
[7] arlnews
[7] educause
[7] utischool
[7] uw_ischool
[6] available
[6] phdischoolsu
[5] pep
[5] fellowships

Top Words in Tweet in G8:
[2] iqstrategix
[2] ireavaservices
[2] isams
[2] isas_online
[2] conquerorstechs
[2] ischools
[2] ispringpro
[2] jackrabbittech

Top Words in Tweet in G9:
[7] ischools
[7] cs
[4] shriramkmurthi
[3] guzdial
[3] hisham_hm
[3] georgiatech
[3] computing
[3] think
[3] ischool
[2] neurocy

Top Words in Tweet in G10:
[6] ecischools
[3] ecis_georgie
[2] pleased
[2] joining
[2] panel
[2] angeaow
[2] chohan_kam
[2] topic
[2] still
[2] time

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] iconference,2021
[21] march,28
[21] 28,31
[20] seven,percent
[20] percent,walk
[20] walk,walk
[20] walk,canadian
[20] canadian,ischools
[20] ischools,cultural
[20] cultural,institutions

Top Word Pairs in Tweet in G1:
[10] ischools,ischools
[8] ischools,organization
[8] video,blog
[7] #ischools,video
[6] ischools,inc
[6] inc,excited
[6] excited,present
[6] present,#ischools
[6] blog,first
[6] first,video

Top Word Pairs in Tweet in G2:
[18] march,28
[18] 28,31
[18] iconference,2021
[16] annual,iconference
[16] china,march
[16] 31,2021
[15] beijing,china
[13] 2021,hosted
[9] hosted,ischool
[9] ischool,renmin

Top Word Pairs in Tweet in G3:
[11] special,issue
[8] activity,tracking
[7] ala_rusa,ala_acrl
[7] ala_acrl,asist_org
[7] asist_org,ischools
[7] issue,academic
[7] academic,libraries
[7] libraries,45th
[7] 45th,president
[6] self,quantification

Top Word Pairs in Tweet in G4:
[20] seven,percent
[20] percent,walk
[20] walk,walk
[20] walk,canadian
[20] canadian,ischools
[20] ischools,cultural
[20] cultural,institutions
[20] institutions,slide
[20] slide,#aca2020
[20] #aca2020,bipoc

Top Word Pairs in Tweet in G7:
[7] arlnews,educause
[7] educause,ischools
[7] ischools,utischool
[7] utischool,uw_ischool
[7] uw_ischool,ischoolumd
[6] ischoolumd,phdischoolsu
[5] pep,fellowships
[5] fellowships,available
[5] available,24
[5] 24,deadline

Top Word Pairs in Tweet in G8:
[2] iqstrategix,ireavaservices
[2] ireavaservices,isams
[2] isams,isas_online
[2] isas_online,conquerorstechs
[2] conquerorstechs,ischools
[2] ischools,ispringpro
[2] ispringpro,jackrabbittech

Top Word Pairs in Tweet in G9:
[3] guzdial,hisham_hm
[3] hisham_hm,georgiatech
[2] neurocy,guzdial
[2] umbrella,cs

Top Word Pairs in Tweet in G10:
[2] pleased,joining
[2] joining,panel
[2] panel,angeaow
[2] angeaow,chohan_kam
[2] chohan_kam,ecis_georgie
[2] ecis_georgie,ecischools
[2] ecischools,topic
[2] still,time
[2] time,register
[2] register,great

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@ferrinevans
@asist_org
@ischoolumd
@arlnews
@educause
@utischool
@uw_ischool
@ala_rusa

Top Mentioned in G1:
@ischools
@iconf
@sbshallam
@mseadle
@georgemasonu
@ischoolatrit
@ischoolumd
@shupressoffice
@lsuslis
@uarizona

Top Mentioned in G2:
@iconf
@ischools
@hedaqing
@mariluberlin
@nodexl
@jcdl20201
@sonicux
@arjun_sanyal
@_

Top Mentioned in G3:
@ischools
@asist_org
@ala_rusa
@ala_acrl
@aylinnchen
@emeraldikm
@aisconnect
@hicssnews
@hhu_de
@unlvlibraries

Top Mentioned in G4:
@ferrinevans

Top Mentioned in G5:
@ischools
@medialitireland
@milclicks
@sheilayoshikawa
@uwcip
@emmaspiro
@infolitgroup
@asist_sigsm
@siguse
@jasist

Top Mentioned in G6:
@ischools
@slatoronto
@iflanatlibs
@ifla_arl
@ifla_faife
@qss_issi
@hlrdmp
@sithiaditu
@kellywellread
@stephmlis

Top Mentioned in G7:
@ischools
@ischoolumd
@arlnews
@educause
@utischool
@uw_ischool
@phdischoolsu
@cni_org
@uwm
@alaannual

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

Top Mentioned in G9:
@guzdial
@hisham_hm
@georgiatech
@neurocy
@jancorazza
@shriramkmurthi

Top Mentioned in G10:
@ecischools
@ecis_georgie
@angeaow
@chohan_kam
@nuttall_claire
@dolinendorimana

Top Tweeters
Top Tweeters in Entire Graph:
@techedvocate
@lynch39083
@tressiemcphd
@patrickakarlson
@adr
@magpielibrarian
@inaljnaomi
@lifehacker
@mojojojeaux
@lisalibrarian

Top Tweeters in G1:
@rutgerscomminfo
@uarizona
@georgemasonu
@buridan
@michaelzimmer
@sheffielduni
@cfiesler
@sbshallam
@lisresearch
@_kevintrainor

Top Tweeters in G2:
@cpltalk
@_
@popaylove
@nodexl
@ssekittof
@smpl5
@partridh
@bksutherland
@hobohm
@peterpaws

Top Tweeters in G3:
@hhu_de
@asist_org
@mcgilllib
@umnlib
@ghardin
@ala_rusa
@ala_acrl
@emeraldlibrary
@unlvlibraries
@georgiacollege

Top Tweeters in G4:
@adr
@allanaaaaaaa
@alisondlittle
@jomac_613
@panoptigoth
@wait4thelion
@archivethoughts
@mediacommons_to
@aao_tweet
@resistancereces

Top Tweeters in G5:
@bkcharvard
@marychayko
@oiioxford
@timgorichanaz
@sheilayoshikawa
@farkasjohan
@infolitgroup
@arjun_sanyal
@jasist
@projectinfolit

Top Tweeters in G6:
@magpielibrarian
@lisalibrarian
@kellywellread
@hahalibrary
@sithiaditu
@scottythered
@karinahagelin
@punkassbookjoc2
@slatoronto
@stephmlis

Top Tweeters in G7:
@uwm
@ischoolsu
@educause
@arlnews
@uw_ischool
@ischoolumd
@odegaardlibrary
@alaannual
@drexelcci
@uwlibraries

Top Tweeters in G8:
@techedvocate
@lynch39083
@jisc
@jamfsoftware
@ispringpro
@jzerosolutions
@jackrabbittech
@isams
@conquerorstechs
@iqstrategix

Top Tweeters in G9:
@jeffbigham
@shriramkmurthi
@_julesh_
@georgiatech
@hisham_hm
@guzdial
@kennknowles
@neurocy
@amyjko
@jancorazza

Top Tweeters in G10:
@edifiedlistener
@ecischools
@angeaow
@ecis_georgie
@sstewartling
@dolinendorimana
@nuttall_claire
@chohan_kam