(western governors university) OR @wgu, Twitter, 12/24/2019 5:57:39 AM, 219475


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(western governors university) OR @wgu_2019-12-23_20-43-40.xlsx
(western governors university) OR @wgu_2019-12-23_20-43-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 24, 2019
Short Description:
(western governors university) OR @wgu via NodeXL http://bit.ly/2Zl65LM
@wgu
@epflcswccm
@helenarmstrong5
@utahjazz
@pulsipher_wgu
@drmamakai
@shimondcohen
@frazzledjazz
@pberryrn
@usnehal

Top hashtags:
#wgu
#sdoh
#wgugrad
#highered
#cybercareerweek
#onegened

Description:
Description
The graph represents a network of 1,807 Twitter users whose tweets in the requested range contained "(western governors university) OR @wgu", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 24 December 2019 at 04:44 UTC.

The requested start date was Tuesday, 24 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 83-day, 18-hour, 36-minute period from Tuesday, 01 October 2019 at 01:58 UTC to Monday, 23 December 2019 at 20:35 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 : 1807
Unique Edges : 4481
Edges With Duplicates : 7087
Total Edges : 11568
Number of Edge Types : 4
Mentions : 7132
Replies to : 606
MentionsInRetweet : 3683
Tweet : 147
Self-Loops : 147
Reciprocated Vertex Pair Ratio : 0.0745756590827013
Reciprocated Edge Ratio : 0.138800201646782
Connected Components : 77
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 1690
Maximum Edges in a Connected Component : 11461
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.995413
Graph Density : 0.00182353478321355
Modularity : 0.353509
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,807 Twitter users whose tweets in the requested range contained "(western governors university) OR @wgu", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 24 December 2019 at 04:44 UTC.

The requested start date was Tuesday, 24 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 83-day, 18-hour, 36-minute period from Tuesday, 01 October 2019 at 01:58 UTC to Monday, 23 December 2019 at 20:35 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 : (western governors university) OR @wgu
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:
[36] https://www.linkedin.com/groups/4172177/
[13] https://www.npr.org/2019/09/12/760231688/black-women-postpartum?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[11] https://www.nytimes.com/2019/11/06/us/migrants-mental-health-court.html
[11] https://www.theatlantic.com/family/archive/2019/10/pregnant-and-depressed/600460/
[11] https://www.youtube.com/watch?v=N-YNANU4fOo&feature=youtu.be

[9] https://hbr.org/2016/02/how-to-avoid-hiring-a-toxic-employee?utm_source=linkedin&utm_campaign=hbr&utm_medium=social
[9] https://www.forbes.com/sites/bryanrobinson/2019/10/11/new-study-says-workplace-bullying-on-rise-what-can-you-do-during-national-bullying-prevention-month/#42bb77b52a0d
[9] https://www.racmonitor.com/sdoh-s-glaring-realities-the-nemours-children-s-health-system-poll#.XfI0bVL6qHU.twitter
[8] https://www.healthleadersmedia.com/clinical-care/her-son-died-after-insurers-resisted-covering-drug-rehab-now-shes-taking-them-court
[8] https://www.youtube.com/watch?v=6E7ZX7J9ebA&feature=youtu.be


Top URLs in Tweet in G1:
[8] http://www.wgu.edu/WGUThanksYou
[7] https://www.youtube.com/watch?v=6E7ZX7J9ebA&feature=youtu.be

[6] https://www.forbes.com/sites/michaelhorn/2019/12/05/why-teachers-shouldnt-grade-their-own-students/#18cc7d0d236b
[5] https://twitter.com/SANS_EDU/status/1189591626550861825
[4] https://www.wguforlife.com/
[4] https://apnews.com/6261860906ae4cdf8895737483848c46
[4] https://www.wgu.edu/give
[4] https://martechtoday.com/preparing-college-students-for-the-marketing-profession-takes-commitment-and-planning-237108
[4] https://martechtoday.com/martech-and-change-management-human-factors-matter-most-236926
[4] https://damguru.com/jobs/

Top URLs in Tweet in G2:
[36] https://www.linkedin.com/groups/4172177/
[13] https://www.npr.org/2019/09/12/760231688/black-women-postpartum?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[11] https://www.nytimes.com/2019/11/06/us/migrants-mental-health-court.html
[11] https://www.theatlantic.com/family/archive/2019/10/pregnant-and-depressed/600460/
[9] https://www.racmonitor.com/sdoh-s-glaring-realities-the-nemours-children-s-health-system-poll#.XfI0bVL6qHU.twitter
[9] https://hbr.org/2016/02/how-to-avoid-hiring-a-toxic-employee?utm_source=linkedin&utm_campaign=hbr&utm_medium=social
[8] https://www.healthleadersmedia.com/clinical-care/her-son-died-after-insurers-resisted-covering-drug-rehab-now-shes-taking-them-court
[7] https://www.fool.com/careers/2019/10/15/over-90-of-employees-have-been-bullied-at-work-dat.aspx
[7] https://healthpayerintelligence.com/news/employing-social-workers-to-address-social-determinants-of-health
[6] https://www.nbcnews.com/nightly-news/video/former-va-therapist-raises-concerns-that-productivity-goals-harm-mental-health-care-for-veterans-72737861625

Top URLs in Tweet in G3:
[1] https://www.thenewmovement.org/rm.html

Top URLs in Tweet in G4:
[1] http://www.nba.com/jazz/wgu

Top URLs in Tweet in G5:
[1] http://About.com/Can
[1] http://altegrahealth.com/careers
[1] http://jobs.gecareers.com/
[1] https://www.wgu.edu/about_WGU/employment/work_remote
[1] https://utahpulse.com/index.php/features/business/9154-western-governors-university-and-extra-space-storage-anounce-new-partnership
[1] https://www.prnewswire.com/news-releases/wgu-offers-scholarships-to-help-fill-cybersecurity-skills-gap-300929943.html
[1] https://www.jobs.as/job/19730653/Enrollment-Counselor/
[1] https://www.alpfatech.org/
[1] http://buylocalprogram.net/twitter.php?store=17967&item=98238&action=show_item
[1] http://buylocalprogram.net/twitter.php?store=17967&item=98231&action=show_item

Top URLs in Tweet in G6:
[5] https://www.straighterline.com/?utm_source=twitter&utm_medium=social&utm_campaign=student-testimonial
[3] https://www.straighterline.com/?utm_source=twitter&utm_medium=social&utm_campaign=student-testimonial#studentsuccess
[1] https://www.straighterline.com/blog/successful-online-test-taking/?utm_source=twitter&utm_medium=social&utm_campaign=studyskills-tests
[1] https://myemail.constantcontact.com/STEMdaily-News-Alert---September-25--2019.html?soid=1107600698499&aid=y2eKkZ8prSA

Top URLs in Tweet in G8:
[11] https://www.youtube.com/watch?v=N-YNANU4fOo&feature=youtu.be

[2] http://www.saylor.org/credit/
[1] https://twitter.com/Noahpinion/status/1200297863374356480

Top URLs in Tweet in G9:
[1] https://twitter.com/NorthCarolinaFC/status/1204079831761248259

Top URLs in Tweet in G10:
[1] https://www.insidehighered.com/digital-learning/article/2019/12/17/colleges-and-universities-most-online-students-2018#.XfqD322vXog.twitter
[1] https://www.enterprise.com/en/inspiration/passions/utah-zion-national-park.html

Top Domains
Top Domains in Tweet in Entire Graph:
[87] twitter.com
[54] linkedin.com
[42] wgu.edu
[35] nytimes.com
[35] racmonitor.com
[33] forbes.com
[28] hbr.org
[26] npr.org
[23] khn.org
[23] youtube.com

Top Domains in Tweet in G1:
[58] twitter.com
[38] wgu.edu
[18] bit.ly
[11] youtube.com
[11] forbes.com
[9] insidehighered.com
[8] linkedin.com
[8] martechtoday.com
[7] evolllution.com
[5] prnewswire.com

Top Domains in Tweet in G2:
[37] linkedin.com
[35] racmonitor.com
[32] nytimes.com
[26] hbr.org
[25] twitter.com
[24] npr.org
[23] khn.org
[20] lww.com
[19] healthcarefinancenews.com
[18] forbes.com

Top Domains in Tweet in G3:
[1] thenewmovement.org

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

Top Domains in Tweet in G5:
[8] buylocalprogram.net
[7] linkedin.com
[2] wgu.edu
[2] dlvr.it
[2] insidehighered.com
[1] about.com
[1] altegrahealth.com
[1] gecareers.com
[1] utahpulse.com
[1] prnewswire.com

Top Domains in Tweet in G6:
[9] straighterline.com
[1] constantcontact.com

Top Domains in Tweet in G8:
[11] youtube.com
[2] saylor.org
[1] twitter.com

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

Top Domains in Tweet in G10:
[1] insidehighered.com
[1] enterprise.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[119] wgu
[94] sdoh
[74] wgugrad
[71] highered
[47] cybercareerweek
[38] onegened
[35] interprofessionalimpact
[27] innovationwins
[26] leadership
[26] cybersecurity



Top Hashtags in Tweet in G1:
[80] wgu
[72] wgugrad
[57] highered
[45] cybercareerweek
[27] innovationwins
[22] cybersecurity
[19] givingtuesday
[18] celebratefirstgen
[17] firstgen
[16] genesyscloud

Top Hashtags in Tweet in G2:
[94] sdoh
[35] interprofessionalimpact
[20] sdomh
[19] healthcareaccess
[19] mustdobetter
[17] leadership
[17] healthequity
[16] healthcare
[14] wholistichealthcare
[14] stopbullying

Top Hashtags in Tweet in G3:
[1] ccda
[1] certification
[1] tnm

Top Hashtags in Tweet in G4:
[3] timetolearn
[1] wgufreetuition

Top Hashtags in Tweet in G5:
[2] wgu
[1] cybersecurity
[1] education
[1] pnwtechsummit
[1] kdkdnews
[1] highered
[1] hemktg
[1] clearvision
[1] bsn1999
[1] msn2020

Top Hashtags in Tweet in G6:
[7] stemdaily
[7] regeneronsts
[7] mars2020
[3] studentsuccess
[3] cybersecurity
[2] nau
[2] devry
[2] workingstudent
[2] teacher
[2] cybercareerweek

Top Hashtags in Tweet in G8:
[1] freecollege
[1] nocollege
[1] uncollege

Top Hashtags in Tweet in G9:
[3] nofinishline
[1] whatstartsherechangeseverything
[1] middlehawks
[1] ournest
[1] nced
[1] ncpol
[1] ncga

Top Hashtags in Tweet in G10:
[37] onegened
[35] wgu
[14] introverts
[14] cbe
[13] infj
[12] highered
[12] gened
[12] education
[8] leadership
[7] slc

Top Words
Top Words in Tweet in Entire Graph:
[2317] Words in Sentiment List#1: Positive
[697] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[53870] Non-categorized Words
[56884] Total Words
[1780] wgu
[555] epflcswccm
[297] ccm_cert
[269] ubssw
[232] students

Top Words in Tweet in G1:
[1081] wgu
[190] students
[124] pulsipher_wgu
[83] education
[82] degree
[78] more
[77] #wgu
[77] today
[72] #wgugrad
[71] time

Top Words in Tweet in G2:
[546] epflcswccm
[302] wgu
[296] ccm_cert
[266] ubssw
[191] usnehal
[173] spcummings
[162] stuckonsw
[156] cgibhs
[155] racmonitor
[150] robincogan

Top Words in Tweet in G3:
[6] wgu
[6] maddow
[4] use
[3] atdavidhoffman
[3] msnbc
[3] aarp
[3] adp
[3] alzassociation
[3] att
[3] absolutvodka_us

Top Words in Tweet in G4:
[52] utahjazz
[33] first
[33] points
[30] season
[30] players
[27] nba
[19] game
[18] jazz
[18] more
[18] 20

Top Words in Tweet in G5:
[62] university
[51] western
[51] governors
[13] wgu
[9] college
[8] display
[8] nevada
[8] education
[6] nursing
[6] degree

Top Words in Tweet in G6:
[32] wgu
[13] courses
[12] straighterline
[11] degree
[9] more
[8] learn
[7] argosyu
[7] senwarren
[7] senatorsinema
[7] meet

Top Words in Tweet in G7:
[3] spcummings
[3] epflcswccm
[3] ubssw
[3] njsmyth
[3] usnehal
[3] drmamakai
[3] nicolenugentphd
[3] pberryrn
[3] stuckonsw
[3] cgibhs

Top Words in Tweet in G8:
[19] college
[14] degree
[14] networkchuck
[13] wgu
[11] ish
[11] under
[11] 100
[11] paper
[11] ll
[11] knowledge

Top Words in Tweet in G9:
[40] year
[37] thenccourage
[36] wgu
[32] wcpss
[31] thank
[28] principal
[27] honoring
[17] assistant
[16] exciting
[14] morning

Top Words in Tweet in G10:
[73] wgu
[68] infjphd
[37] gen
[37] ed
[37] #onegened
[35] #wgu
[29] summit
[25] academic
[22] 2019
[21] great

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[124] western,governors
[118] governors,university
[116] usnehal,drmamakai
[81] epflcswccm,ubssw
[78] ubssw,njsmyth
[76] njsmyth,usnehal
[72] ethical,lens
[71] drmamakai,nicolenugentphd
[68] ellen's,ethical
[67] nicolenugentphd,pberryrn

Top Word Pairs in Tweet in G1:
[26] western,governors
[24] first,families
[23] governors,university
[20] 41,students
[20] online,education
[18] wgu,students
[18] families,complete
[18] complete,four
[18] four,year
[18] makes,education

Top Word Pairs in Tweet in G2:
[113] usnehal,drmamakai
[78] epflcswccm,ubssw
[75] ubssw,njsmyth
[73] njsmyth,usnehal
[72] ethical,lens
[68] ellen's,ethical
[68] drmamakai,nicolenugentphd
[64] robincogan,judgewren
[64] nicolenugentphd,pberryrn
[62] pberryrn,stuckonsw

Top Word Pairs in Tweet in G3:
[3] atdavidhoffman,msnbc
[3] msnbc,maddow
[3] maddow,aarp
[3] aarp,adp
[3] adp,alzassociation
[3] alzassociation,att
[3] att,absolutvodka_us
[3] absolutvodka_us,acceptancetoday
[3] acceptancetoday,acehardware
[3] speak,voice

Top Word Pairs in Tweet in G4:
[17] first,time
[17] time,1991
[17] 1991,92
[17] 92,season
[17] season,jazz
[17] jazz,two
[17] two,players
[17] players,averaging
[17] averaging,more
[17] more,20

Top Word Pairs in Tweet in G5:
[50] western,governors
[48] governors,university
[8] display,western
[8] university,nevada
[5] university,wgu
[4] state,director
[4] director,nursing
[4] nursing,california
[4] california,western
[4] university,santa

Top Word Pairs in Tweet in G6:
[8] learn,more
[7] 25,#stemdaily
[7] #stemdaily,lgsusanb
[7] lgsusanb,millionwmentors
[7] millionwmentors,society4science
[7] society4science,regeneron
[7] regeneron,#regeneronsts
[7] #regeneronsts,nasajpl
[7] nasajpl,#mars2020
[6] ac360,argosyu

Top Word Pairs in Tweet in G7:
[3] epflcswccm,ubssw
[3] ubssw,njsmyth
[3] njsmyth,usnehal
[3] usnehal,drmamakai
[3] drmamakai,nicolenugentphd
[3] nicolenugentphd,pberryrn
[3] pberryrn,stuckonsw
[3] cgibhs,wgu
[3] wgu,travel_msw
[3] travel_msw,bartandrews

Top Word Pairs in Tweet in G8:
[11] college,degree
[11] degree,ish
[11] ish,under
[11] under,100
[11] ll,knowledge
[10] 100,won
[10] won,paper
[10] paper,ll
[10] networkchuck,college
[5] college,credits

Top Word Pairs in Tweet in G9:
[28] principal,year
[17] thank,thenccourage
[17] thenccourage,honoring
[13] assistant,principal
[12] honoring,principal
[12] year,assistant
[12] year,teacher
[12] teacher,year
[12] year,winners
[12] thank,wgu

Top Word Pairs in Tweet in G10:
[37] gen,ed
[25] academic,summit
[21] wgu,gen
[18] infjphd,great
[16] ed,academic
[12] getting,ready
[10] infjphd,wgu
[9] 2019,academic
[9] wgu,#onegened
[8] wgu,students

Top Replied-To
Top Replied-To in Entire Graph:
@wgu
@epflcswccm
@nursepatmacrn
@ignitenursinged
@attlizzymyers
@travel_msw
@pulsipher_wgu
@nursejustinrn
@drnurseladyphn
@utahjazz

Top Replied-To in G1:
@wgu
@attlizzymyers
@pulsipher_wgu
@calimorrison
@marnibstein
@newbiecoderrt
@wguindiana
@billkindle
@dennisswender
@janjonesschenk

Top Replied-To in G2:
@epflcswccm
@travel_msw
@melaniesage
@karenzgoda
@practicematters
@kristenmsamuels
@brooklyn11210
@amltaylor66
@spcummings
@mahealthforkids

Top Replied-To in G3:
@asm_acolyte
@atdavidhoffman

Top Replied-To in G4:
@utahjazz
@allhoops76
@imrightsostfu

Top Replied-To in G5:

Top Replied-To in G6:
@wgu
@usnavy
@frazzledjazz
@uopeople
@asu
@eddebtjustice
@shuttlecdrkelly

Top Replied-To in G7:
@drfemurray
@socworkpodcast
@schoolsocwork

Top Replied-To in G8:
@mbradle3
@realdailywire
@wrestlefangirl
@networkchuck
@jeffdavidsonesq
@wgu

Top Replied-To in G9:
@wcpss
@catie_burnette

Top Replied-To in G10:
@infjphd

Top Mentioned
Top Mentioned in Entire Graph:
@wgu
@epflcswccm
@ccm_cert
@ubssw
@usnehal
@spcummings
@stuckonsw
@cgibhs
@robincogan
@drmamakai

Top Mentioned in G1:
@wgu
@pulsipher_wgu
@wguindiana
@forbes
@wgutxchancellor
@wgutexas
@wguadvancement
@marnibstein
@michaelbhorn
@genesys

Top Mentioned in G2:
@epflcswccm
@wgu
@ccm_cert
@ubssw
@usnehal
@spcummings
@stuckonsw
@cgibhs
@robincogan
@nasw

Top Mentioned in G3:
@wgu
@maddow
@msnbc
@aarp
@adp
@alzassociation
@att
@absolutvodka_us
@acceptancetoday
@acehardware

Top Mentioned in G4:
@utahjazz
@wgu
@tudamaxx85

Top Mentioned in G5:
@lakeareatech

Top Mentioned in G6:
@wgu
@argosyu
@senwarren
@senatorsinema
@lgsusanb
@millionwmentors
@society4science
@regeneron
@nasajpl
@bbb_us

Top Mentioned in G7:
@spcummings
@epflcswccm
@ubssw
@njsmyth
@usnehal
@drmamakai
@nicolenugentphd
@pberryrn
@stuckonsw
@cgibhs

Top Mentioned in G8:
@networkchuck
@wgu
@saylordotorg
@tesu_edu
@aceducation
@cloudedbytech
@jeffdavidsonesq
@realdailywire
@alon_levy
@snhu

Top Mentioned in G9:
@thenccourage
@wgu
@wcpss
@northcarolinafc
@nazmialbadawi
@catie_burnette
@lmgevans
@hilburnacademy
@loriruth18
@ruthsteidinger

Top Mentioned in G10:
@wgu
@infjphd
@amazonsmile
@aacu
@prosci
@amandapalmer
@zionnps

Top Tweeters
Top Tweeters in Entire Graph:
@jobs_board
@aaroncuddeback
@edgametec
@indiaalmighty
@codernotesbot
@pennilessscribe
@cybersec_feeds
@baronianconsult
@nytimes
@releaseteam

Top Tweeters in G1:
@aaroncuddeback
@edgametec
@codernotesbot
@nytimes
@politico
@wsj
@marketwatch
@rwang0
@jennykim
@ap

Top Tweeters in G2:
@baronianconsult
@lkafle
@itsmotherswork
@themuslimhippie
@q13fox
@susanadeleonmd
@aldo_zaffalon
@o_g_log
@harassnomore
@bartandrews

Top Tweeters in G3:
@msnbc
@tnmorg
@att
@carollei4
@dwthompson1945
@helenarmstrong5
@tumstweets
@mercedesbenz
@kavrider
@absolutvodka_us

Top Tweeters in G4:
@allthatamar
@coralreef84
@peterhoopernba
@kballer2021
@tjxanderson
@utahjazz
@twcapo
@latechreport
@cougarsportsfan
@cnunnjazz1

Top Tweeters in G5:
@jobs_board
@indiaalmighty
@buylocalprogram
@catechcouncil
@pa
@railsjobhub
@cocoabrianna
@decaturdaily
@oowarai
@higheredbotnews

Top Tweeters in G6:
@cybersec_feeds
@frazzledjazz
@ac360
@statefarm
@retweet49751068
@asu
@usnavy
@keeshashauntay
@stemconnector
@umdglobalcampus

Top Tweeters in G7:
@birdgirl1001
@docforeman
@meganranney
@creightonc
@drjuliehanks
@nicoleclarklmsw
@nelba_mg
@bulldogshadow
@kassandra_fred
@raicestexas

Top Tweeters in G8:
@alon_levy
@realdailywire
@calwatch
@jeffdavidsonesq
@wtamu
@bettsyga
@aceducation
@mcclungmike
@saylordotorg
@americanpublicu

Top Tweeters in G9:
@mmebyrne
@northcarolinafc
@millbrooksports
@wcpss
@nckhui
@wcdpaplead
@lizservo
@thenccourage
@nccouragefans
@hilburnacademy

Top Tweeters in G10:
@pennilessscribe
@amwritingbot
@scalarhumanity
@amandapalmer
@mrbooknarrator
@edtech_stories
@gwashingtoninde
@cmdatascoop
@fca_hq
@markj_ohnson


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