NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

iSchools_2021-09-15_20-33-36.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2021
Short Description:
iSchools via NodeXL https://bit.ly/3ExxYVc
@ischools
@iconf
@lynch39083
@heidilowther
@myloc_tracker
@hax1400
@elviracaneda
@rutgerscomminfo
@ibgc_fletcher
@school_collab

Top hashtags:
#iconf22
#ischools
#datascience
#careers
#digitaldivide
#sci
#frankhuysmans

Description:
Description
The graph represents a network of 145 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, 16 September 2021 at 03:33 UTC.

The requested start date was Thursday, 16 September 2021 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, 14-hour, 38-minute period from Thursday, 01 July 2021 at 08:27 UTC to Wednesday, 15 September 2021 at 23:06 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 : 145
Unique Edges : 107
Edges With Duplicates : 208
Total Edges : 315
Number of Edge Types : 5
Mentions : 74
MentionsInRetweet : 116
Replies to : 18
Retweet : 76
Tweet : 31
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.0375
Reciprocated Edge Ratio : 0.072289156626506
Connected Components : 30
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 68
Maximum Edges in a Connected Component : 203
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.65001
Graph Density : 0.00795019157088123
Modularity : 0.469232
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 145 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, 16 September 2021 at 03:33 UTC.

The requested start date was Thursday, 16 September 2021 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, 14-hour, 38-minute period from Thursday, 01 July 2021 at 08:27 UTC to Wednesday, 15 September 2021 at 23:06 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:
[6] https://ischools.org/Full-Research-Papers
[6] https://ischools.org/Short-Research-Papers
[6] https://www.studyinternational.com/news/the-uss-most-impactful-data-science-masters-programmes/
[3] https://ischools.org/iConference
[2] https://twitter.com/RutgersCommInfo/status/1427290752527253504
[2] https://aisingapore.org/2021/09/artificial-intelligence-and-work-two-perspectives/
[2] https://asistaiworkshop.web.illinois.edu/
[2] https://ischools.org/Early-Career-Colloquium
[2] https://ischools.org/Doctoral-Colloquium
[2] https://ischools.org/Posters

Top URLs in Tweet in G1:
[6] https://ischools.org/Full-Research-Papers
[6] https://ischools.org/Short-Research-Papers
[3] https://ischools.org/iConference
[2] https://aisingapore.org/2021/09/artificial-intelligence-and-work-two-perspectives/
[2] https://asistaiworkshop.web.illinois.edu/
[2] https://ischools.org/Posters
[2] https://ischools.org/Doctoral-Colloquium
[2] https://ischools.org/Early-Career-Colloquium
[2] https://twitter.com/RutgersCommInfo/status/1427290752527253504
[1] https://uwm.edu/news/uwm-cybersecurity-expert-teaches-students-how-to-hack-for-good/

Top URLs in Tweet in G2:
[1] http://www.theedadvocate.org/the-awards-process/

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1438063942161600522

Top URLs in Tweet in G4:
[6] https://www.studyinternational.com/news/the-uss-most-impactful-data-science-masters-programmes/
[1] https://arizona.csod.com/ux/ats/careersite/4/home/requisition/6331?c=arizona
[1] https://arizona.csod.com/ux/ats/careersite/4/home/requisition/5825?c=arizona

Top URLs in Tweet in G5:
[1] https://www.wsj.com/articles/financially-hobbled-for-life-the-elite-masters-degrees-that-dont-pay-off-11625752773?redirect=amp#click=https://t.co/z87WKGoXHk
[1] https://www.conftool.com/iconference2022/
[1] https://twitter.com/ischoolui/status/1419658613300371460
[1] https://discovery.ucl.ac.uk/id/eprint/10122818/
[1] https://ischool.illinois.edu/news-events/news/2021/08/madsen-joins-ischools-hr-team
[1] https://jopik.ischools.co.kr/

Top URLs in Tweet in G6:
[1] https://www.routledge.com/The-Meas-urement-of-Information-Integrity/Seadle/p/book/9780367565695

Top URLs in Tweet in G9:
[1] https://www.simmons.edu/news/associate-professor-kyong-eun-oh-receives-sloan-foundation-grant
[1] https://www.simmons.edu/news/associate-professor-katherine-wisser-awarded-fellowship-society-american-archivists

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[37] iconf22
[14] ischools
[3] datascience
[3] careers
[2] digitaldivide
[2] sci
[2] frankhuysmans
[2] justiceforcameronherrin
[2] hiring
[2] jobopening



Top Hashtags in Tweet in G1:
[37] iconf22
[5] ischools
[2] digitaldivide
[2] sci
[1] ethicalhacking
[1] uwm
[1] uwmischool
[1] mketech
[1] libraries
[1] research

Top Hashtags in Tweet in G4:
[4] ischools
[3] careers
[2] datascience
[2] hiring
[2] jobopening
[2] highereducation
[1] phylogenetics
[1] dataengineering
[1] programcoordinator
[1] jobsearch

Top Hashtags in Tweet in G5:
[1] ischoolui
[1] mississippischoolscovid

Top Hashtags in Tweet in G6:
[1] information
[1] integrity

Top Hashtags in Tweet in G7:
[2] justiceforcameronherrin

Top Hashtags in Tweet in G9:
[2] ischools
[1] infoscience

Top Hashtags in Tweet in G10:
[2] frankhuysmans
[1] informatiemaatschappij
[1] bibliotheekopleidingen
[1] nederland
[1] bibliotheken
[1] technologie
[1] maatschappij
[1] globallib

Top Words
Top Words in Tweet in Entire Graph:
[60] ischools
[49] papers
[37] #iconf22
[36] iconf
[32] more
[32] research
[26] uazischool
[23] submit
[22] submissions
[19] one

Top Words in Tweet in G1:
[46] papers
[37] #iconf22
[36] iconf
[28] research
[27] ischools
[25] more
[23] submit
[19] submissions
[18] left
[17] information

Top Words in Tweet in G2:
[2] iqstrategix
[2] ireavaservices
[2] isams
[2] isas_online
[2] conquerorstechs
[2] ischools
[2] ispringpro
[2] jackrabbittech
[2] jamfsoftware
[2] jisc

Top Words in Tweet in G3:
[2] ecischools

Top Words in Tweet in G4:
[26] uazischool
[15] uarizona
[8] dan
[7] data
[6] uarizonasbs
[6] named
[6] one
[6] impactful
[6] science
[6] programs

Top Words in Tweet in G5:
[5] ischools
[5] gt
[2] part
[2] iconference
[2] event
[2] ucl
[2] melissa

Top Words in Tweet in G6:
[3] published
[3] latest
[3] brilliant
[3] book
[3] mseadle
[3] ibi_hu
[3] puts
[3] truth
[3] context
[3] offers

Top Words in Tweet in G7:
[4] forever
[3] ischools
[2] lonihagen
[2] ashfoxly
[2] usfsi
[2] usfresearch
[2] usfhealth
[2] jealous
[2] fools
[2] great

Top Words in Tweet in G8:
[5] guzdial
[5] universities
[5] ischools
[4] uk
[3] samth
[3] know
[3] such
[3] strathclyde
[3] sheffield
[3] edinburgh

Top Words in Tweet in G9:
[4] simmonsslis
[4] colleagues
[3] big
[2] crhinesmith
[2] congratulations
[2] wonderful
[2] colleague
[2] keoh0804
[2] receiving
[2] sloanfoundation

Top Words in Tweet in G10:
[4] met
[2] goed
[2] begin
[2] weekend
[2] nieuwe
[2] nr
[2] ipnieuws
[2] interview
[2] #frankhuysmans
[2] over

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] papers,#iconf22
[18] left,submit
[16] submit,papers
[13] iconf,#iconf22
[12] research,papers
[11] ischools,interested
[11] interested,learning
[11] learning,more
[11] more,digital
[11] digital,humanities

Top Word Pairs in Tweet in G1:
[20] papers,#iconf22
[18] left,submit
[16] submit,papers
[13] iconf,#iconf22
[10] research,papers
[10] #iconf22,plan
[10] plan,offer
[10] interested,learning
[10] learning,more
[10] more,digital

Top Word Pairs in Tweet in G2:
[2] iqstrategix,ireavaservices
[2] ireavaservices,isams
[2] isams,isas_online
[2] isas_online,conquerorstechs
[2] conquerorstechs,ischools
[2] ischools,ispringpro
[2] ispringpro,jackrabbittech
[2] jackrabbittech,jamfsoftware
[2] jamfsoftware,jisc

Top Word Pairs in Tweet in G4:
[10] uarizona,uazischool
[8] uazischool,uarizona
[6] uazischool,named
[6] named,one
[6] one,impactful
[6] impactful,data
[6] data,science
[6] science,programs
[5] uarizonasbs,uazischool
[5] uazischool,hiring

Top Word Pairs in Tweet in G5:
[2] gt,gt

Top Word Pairs in Tweet in G6:
[3] published,latest
[3] latest,brilliant
[3] brilliant,book
[3] book,mseadle
[3] mseadle,ibi_hu
[3] ibi_hu,puts
[3] puts,truth
[3] truth,context
[3] context,offers
[3] offers,measures

Top Word Pairs in Tweet in G7:
[2] lonihagen,ashfoxly
[2] ashfoxly,ischools
[2] ischools,usfsi
[2] usfsi,usfresearch
[2] usfresearch,usfhealth
[2] usfhealth,jealous
[2] jealous,fools
[2] fools,great
[2] great,fame
[2] fame,yes

Top Word Pairs in Tweet in G8:
[3] samth,guzdial
[3] guzdial,know
[3] know,universities
[3] universities,uk
[3] uk,ischools
[3] ischools,such
[3] such,strathclyde
[3] strathclyde,sheffield
[3] sheffield,edinburgh
[3] edinburgh,napier

Top Word Pairs in Tweet in G9:
[2] congratulations,wonderful
[2] wonderful,simmonsslis
[2] simmonsslis,colleague
[2] colleague,keoh0804
[2] keoh0804,receiving
[2] receiving,sloanfoundation
[2] sloanfoundation,grant
[2] grant,study
[2] incredibly,proud
[2] proud,simmonsslis

Top Word Pairs in Tweet in G10:
[2] goed,begin
[2] begin,weekend
[2] weekend,nieuwe
[2] nieuwe,nr
[2] nr,ipnieuws
[2] ipnieuws,interview
[2] interview,met
[2] met,#frankhuysmans
[2] #frankhuysmans,over
[2] over,vernieuwde

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@iconf
@ischools
@uazischool
@uarizona
@asist_org
@uarizonasbs
@simmonsslis
@mseadle
@ibi_hu
@guzdial

Top Mentioned in G1:
@iconf
@ischools
@asist_org
@dgtl_planet
@uwmsois
@infoschoolsheff
@ischoolandrew
@ibgc_fletcher
@harvardbiz
@vlarmour

Top Mentioned in G2:
@ireavaservices
@isams
@isas_online
@conquerorstechs
@ischools
@ispringpro
@jackrabbittech
@jamfsoftware
@jisc
@lynch39083

Top Mentioned in G3:
@ecischools
@cobisorg
@bsmeorg
@ceesaorg
@ispschools
@aisa_schools
@aisadirector
@neasc
@ecisphysed

Top Mentioned in G4:
@uazischool
@uarizona
@uarizonasbs

Top Mentioned in G6:
@mseadle
@ibi_hu
@heidilowther
@ischools
@routledgebooks

Top Mentioned in G7:
@ischools
@ashfoxly
@usfsi
@usfresearch
@usfhealth

Top Mentioned in G8:
@guzdial
@amnah_ali_g
@samth
@lisakaczmarczyk

Top Mentioned in G9:
@simmonsslis
@crhinesmith
@keoh0804
@sloanfoundation

Top Mentioned in G10:
@ipnieuws
@elviracaneda
@ischools

Top Tweeters
Top Tweeters in Entire Graph:
@lynch39083
@fabriciosx
@myloc_tracker
@betterjobsearch
@developerbot_v1
@noethematt
@rrroooiiirrr
@harvardbiz
@inaljnaomi
@cpltalk

Top Tweeters in G1:
@harvardbiz
@cpltalk
@real_person_dh
@digtalhumanatee
@rutgerscomminfo
@botlabhd
@k1howard
@lisresearch
@asist_org
@infoschoolsheff

Top Tweeters in G2:
@lynch39083
@myloc_tracker
@jisc
@jamfsoftware
@ispringpro
@jzerosolutions
@jackrabbittech
@isams
@conquerorstechs
@iqstrategix

Top Tweeters in G3:
@cobisorg
@ecischools
@ceesaorg
@michaeljohnst15
@bsmeorg
@ispschools
@aisadirector
@neasc
@aisa_schools
@school_collab

Top Tweeters in G4:
@fabriciosx
@betterjobsearch
@developerbot_v1
@binfotrends
@uarizona
@fuerzatucson
@tswetnam
@zlkatz
@uarizonasbs
@uazischool

Top Tweeters in G5:
@noethematt
@ucl_discovery
@jsench
@decoratedshed
@ischoolui
@jdittersdorf
@uwioss
@ofjvzmcpb7

Top Tweeters in G6:
@paulnaish78
@routledgebooks
@egeertsphd
@heidilowther
@ibi_hu
@mseadle

Top Tweeters in G7:
@usfresearch
@usfhealth
@usfsi
@ashfoxly
@lonihagen
@hax1400

Top Tweeters in G8:
@samth
@guzdial
@amnah_ali_g
@nalooker
@lisakaczmarczyk

Top Tweeters in G9:
@simmonsslis
@crhinesmith
@sloanfoundation
@keoh0804

Top Tweeters in G10:
@ipnieuws
@elviracaneda
@mjlampe