(western governors university) OR @wgu, Twitter, 3/3/2021 2:20:23 AM, 249980


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(western governors university) OR @wgu_2021-03-02_10-51-05.xlsx
(western governors university) OR @wgu_2021-03-02_10-51-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 03, 2021
Short Description:
(western governors university) OR @wgu via NodeXL https://bit.ly/3bUHRhZ
@wgu
@epflcswccm
@edurefdesk
@pulsipher_wgu
@huttoisdhr
@chadloder
@michelleronline
@cgibhs
@pizzadu39042234
@clayhensley

Top hashtags:
#highered
#education
#wgugrad
#wgu
#timetolearn

Description:
Description
The graph represents a network of 2,446 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, 02 March 2021 at 18:54 UTC.

The requested start date was Tuesday, 02 March 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 91-day, 0-hour, 38-minute period from Tuesday, 01 December 2020 at 00:08 UTC to Tuesday, 02 March 2021 at 00:46 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 : 2446
Unique Edges : 3690
Edges With Duplicates : 6438
Total Edges : 10128
Number of Edge Types : 5
MentionsInRetweet : 3212
Replies to : 1004
Mentions : 4378
Retweet : 1343
Tweet : 191
Self-Loops : 205
Reciprocated Vertex Pair Ratio : 0.0489002356637863
Reciprocated Edge Ratio : 0.0932409661112151
Connected Components : 90
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 2314
Maximum Edges in a Connected Component : 9933
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.798875
Graph Density : 0.000893073621304011
Modularity : 0.351104
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,446 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, 02 March 2021 at 18:54 UTC.

The requested start date was Tuesday, 02 March 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 91-day, 0-hour, 38-minute period from Tuesday, 01 December 2020 at 00:08 UTC to Tuesday, 02 March 2021 at 00:46 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:
[7] https://cm.wgu.edu/t5/Student-Rights-Responsibilities/Student-Complaint-and-Grievance-Policy/ta-p/194
[6] https://www.facebook.com/sam.sgroi.1
[5] https://www.nytimes.com/2020/12/22/health/oximeters-covid-black-patients.html?smid=tw-share
[3] https://gbsn.org/events/competency-based-online-education-for-scale-lessons-from-western-governors-university/
[3] https://www.greenevillesun.com/news/local_news/wgu-and-wscc-announce-grow-your-own-teacher-program/article_ed33fb7b-41b5-5887-89ea-5e6a367ae1db.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[3] https://www.gettingsmart.com/2020/12/marni-baker-stein-on-whats-next-for-higher-education/
[3] https://www.wgu.edu/lp/webinar/ambition-never-rests.html
[2] https://waketech.presence.io/organization/academic-advising
[2] https://www.wgu.edu/financial-aid-tuition/scholarships/general/resiliency-grant.html
[2] https://www.wgu.edu/newsroom/press-release/2021/01/national-nonprofits-wgu-and-per-scholas-announce-education-articulation-partnership.html

Top URLs in Tweet in G1:
[2] https://gbsn.org/events/competency-based-online-education-for-scale-lessons-from-western-governors-university/
[2] https://www.youtube.com/watch?v=vI6nEbhlkHY

[2] https://www.wgu.edu/
[2] https://www.wgu.edu/blog/ohio/trooper-his-way-cyber-degree2008.html
[1] https://www.prlog.org/12858283-ezekiel-taylor-foundation-offers-scholarships-prizes-on-the-spot.html
[1] https://www.eztaylor.org/
[1] https://www.youtube.com/watch?v=7Ev9bT3hw2c&feature=youtu.be

[1] https://www.wgu.edu/blog/state-based-financial-aid-advocate-post2101.html
[1] https://www.youtube.com/watch?v=V1T3hKYDrUs&feature=youtu.be

[1] https://www.wgu.edu/financial-aid-tuition/scholarships/general/resiliency-grant.html

Top URLs in Tweet in G2:
[7] https://cm.wgu.edu/t5/Student-Rights-Responsibilities/Student-Complaint-and-Grievance-Policy/ta-p/194
[6] https://www.facebook.com/sam.sgroi.1
[2] https://www.youtube.com/watch?v=-GiOtu0GVyI&feature=youtu.be

[1] https://m.tiktok.com/v/6915815923546950917.html?_d=secCgYIASAHKAESMgowg7lv9Eu%2B1VKv7eQ8dV1qDaiqcNNadW16Kp4PKfKdudlXkc%2BIHnj9CcYjie%2BExJpfGgA%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAA-v-Q93oQw-Ld-Tzo1YN997BuuYmq062t9Jz6LexXV5FFR6UjpP9yVcYWxUYaUJoQ&share_item_id=6915815923546950917&share_link_id=301F480D-B74F-4656-8345-0886D836AE8F×tamp=1610221438&tt_from=copy&u_code=dc8bjihe8ih1f5&user_id=6823562059554554886&utm_campaign=client_share&utm_medium=ios&utm_source=copy
[1] https://www.youtube.com/watch?v=-GiOtu0GVyI&ab_channel=MisterSgroi

[1] https://www.linkedin.com/in/robert-sgroi-60118592/
[1] https://www.fbi.gov/tips

Top URLs in Tweet in G3:
[3] https://www.gettingsmart.com/2020/12/marni-baker-stein-on-whats-next-for-higher-education/
[3] https://www.wgu.edu/lp/webinar/ambition-never-rests.html
[2] https://www.wgu.edu/newsroom/press-release/2021/01/national-nonprofits-wgu-and-per-scholas-announce-education-articulation-partnership.html
[2] https://www.highereddive.com/news/why-4-year-colleges-are-tapping-amazon-to-help-deliver-cloud-computing-degr/589750/?referrer_site=www.educationdive.com
[1] https://protect-us.mimecast.com/redirect/eNpdUn9vmzAQ_SqRpWb_BGIbMCZattJ0bdamaZc07VpFQsaYhDUGhs26btp335FF-4XQCc7vvTu_u--okbVFI_RJyKdCuVq0dVEeP29aV2UtGqBdJdGIDFCjpCpqawut4J8RyjljjGOM4QwE6AApU2Ro5AchoYRh3x8gq-28yoCAMCYgVtTwGfgu9bFLApdEkNNm09HQa0xAjIQhD3kUBhF2MgiMZamTMkkdP8CpIyIIKcFBjjlLJfUdvH-OlRbFzhVafKtKo4wrK_0GxOtO2hugttlBia21tRmth-uh0cVOHeAddj3c1Oth7m6t3r2djMN3ywfv2pv59H3YvxxTOrsm0_hkMrmgi_7VuG3KUWPLEbQ-opgSTHHU3ZhywTKGZRiKQKZ-TjjPJMvzAHPovsal6C_GHqN3l49LNg8fV4v-7XjSX427xo68-Iiewft_b5CSWwjcd4jHvYiyI--sUfmRd1o1m0TpRG4TICVfsuRrop9sfzq-ms2nizhiZ4-L-cl0en4SzOKz5ccP5xMegy2qm_gmkY5KWoNJQqgHbIhOmExWy5jgKGbJ4Wok4YCyqtEeuE2cgDAPJs8IB6XUgL8RGC1gTdBvLpwI2RWZbJV8Wi1mkNi0-zlfaPvyuby_v7m5vKUxvaskfr7vmpJQpNKqkb825m8to4XZQi6PiBdkoaDKD3OP5lnqBTxjuch4FgUqj3KsaMZERymzBhgg2aikVM_m-I-jqFvnTVGVAKibyippnda4GnZbCmMPENOmnwDwULVNDwR68Z6_7KbTS0VZqsb08qrp3YmdKm1Rqlemdype0H7tr6q27G57MG7vlPzXoh8_ARU_CIA
[1] https://twitter.com/insidehighered/status/1361319353619210245
[1] https://www.wgu.edu/lp/programs/refer-friend/inquiry.html?mbsy_source=407a851d-adee-4d7b-8361-884a4a96b5d2&mbsy_exp=Mon%2C+09+Nov+2020+14%3A12%3A50+GMT&campaignid=35928&mbsy=36ZhZp
[1] https://twitter.com/AndrewNebus/status/1318373599061868550
[1] https://news.umich.edu/hailed-it-tuition-free-promise-effectively-recruits-low-income-students-to-university-of-michigan/
[1] https://www.forbes.com/sites/scottpulsipher/2021/01/13/happy-new-year-five-resolutions-for-higher-ed/?sh=3ca9d24747c9&utm_content=152805489&utm_medium=social&utm_source=twitter&hss_channel=tw-467147091

Top URLs in Tweet in G4:
[5] https://www.nytimes.com/2020/12/22/health/oximeters-covid-black-patients.html?smid=tw-share
[2] https://news.gallup.com/poll/327311/americans-mental-health-ratings-sink-new-low.aspx?utm_source=twitterbutton&utm_medium=twitter&utm_campaign=sharing
[2] https://www.theatlantic.com/politics/archive/2021/01/why-california-hospitals-overwhelmed-covid/617637/
[2] https://www.thehastingscenter.org/resisting-public-health-measures-then-and-now/
[1] https://www.fiercehealthcare.com/hospitals/demand-pay-for-travel-icu-nurses-soars-as-hospitals-face-staff-crunch-due-to-covid-19
[1] https://www.healthleadersmedia.com/finance/deloitte-healthcare-spending-will-hit-83t-2040
[1] https://khn.org/news/article/in-los-angeles-and-beyond-oxygen-is-the-latest-covid-bottleneck/
[1] https://www.npr.org/sections/goatsandsoda/2020/03/30/822491838/coronavirus-world-map-tracking-the-spread-of-the-outbreak
[1] https://www.npr.org/sections/health-shots/2020/09/01/816707182/map-tracking-the-spread-of-the-coronavirus-in-the-u-s
[1] https://www.nytimes.com/2020/12/26/health/covid-vaccine-health-workers-families.html?smid=tw-share

Top URLs in Tweet in G5:
[2] https://www.businesswire.com/news/home/20201123006036/en/WGU-Adds-Two-Leaders-in-Higher-Ed-and-Economic-Development-to-Board
[2] https://bismarckjobsearch.com/job/strategic-partnerships-manager-cincinnati-ohio/
[2] https://bismarckjobsearch.com/job/course-instructor-i-applied-healthcare-statistics-gened/
[2] https://bismarckjobsearch.com/job/course-instructor-computer-science/
[2] https://bismarckjobsearch.com/job/course-instructor-web-development/
[2] https://bismarckjobsearch.com/job/course-instructor-software-development/
[1] https://javaminneapolis.com/job/senior-software-engineer/
[1] https://www.eventbrite.com/e/remote-job-spotlight-with-vivint-smart-home-western-governors-university-tickets-130021811739
[1] https://zoom.us/webinar/register/WN_-Q9JVn9jSVqR1oXtuY-phg
[1] https://www.jccmi.edu/events/western-governors-university-virtual-transfer-visit-2/

Top URLs in Tweet in G6:
[1] https://issuu.com/hrprofessionalsmagazine/docs/january_2021_high_rez_issue

Top URLs in Tweet in G8:
[1] https://www.democracylab.org/events/hacky-new-year-2021

Top Domains
Top Domains in Tweet in Entire Graph:
[119] twitter.com
[74] wgu.edu
[56] linkedin.com
[31] bismarckjobsearch.com
[19] nytimes.com
[18] bit.ly
[18] gettingsmart.com
[16] npr.org
[15] youtube.com
[14] forbes.com

Top Domains in Tweet in G1:
[25] wgu.edu
[23] twitter.com
[17] bit.ly
[6] youtube.com
[5] edublogs.org
[4] inscribeapp.com
[3] linkedin.com
[2] forbes.com
[2] sxswedu.com
[2] citybizlist.com

Top Domains in Tweet in G2:
[7] wgu.edu
[6] facebook.com
[3] youtube.com
[1] twitter.com
[1] tiktok.com
[1] linkedin.com
[1] fbi.gov

Top Domains in Tweet in G3:
[68] twitter.com
[37] wgu.edu
[18] gettingsmart.com
[11] forbes.com
[5] youtube.com
[4] diversityjobs.com
[3] chronicle.com
[3] facebook.com
[2] badgr.com
[2] today.com

Top Domains in Tweet in G4:
[42] linkedin.com
[18] nytimes.com
[16] npr.org
[8] racmonitor.com
[8] khn.org
[8] healthleadersmedia.com
[7] twitter.com
[7] patientengagementhit.com
[7] thehastingscenter.org
[6] gallup.com

Top Domains in Tweet in G5:
[31] bismarckjobsearch.com
[12] jobsinpagosasprings.com
[10] linkedin.com
[6] bestremotejobs.co
[3] railsjobhub.com
[2] twitter.com
[2] businesswire.com
[2] etechguide.org
[1] javaminneapolis.com
[1] eventbrite.com

Top Domains in Tweet in G6:
[1] twitter.com
[1] issuu.com

Top Domains in Tweet in G8:
[1] witi.com
[1] democracylab.org

Top Domains in Tweet in G10:
[3] bizjournals.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[81] highered
[68] education
[67] wgugrad
[53] wgu
[35] timetolearn
[27] 100daysofcode
[25] blackhistorymonth
[23] scholarship
[21] students
[21] degrees



Top Hashtags in Tweet in G1:
[35] timetolearn
[30] wgugrad
[29] education
[27] highered
[27] 100daysofcode
[19] scholarship
[14] onlinelearning
[14] degree
[12] wgu
[12] pennsylvania

Top Hashtags in Tweet in G2:
[3] wgu
[1] goowls
[1] westerngovernors
[1] whitesupremacy
[1] boycottwgu
[1] expellhim
[1] ettd

Top Hashtags in Tweet in G3:
[52] highered
[38] education
[34] wgu
[33] wgugrad
[16] technology
[15] blackhistorymonth
[14] workforce
[13] nationaltriviaday
[13] covid19
[12] digitaldivide

Top Hashtags in Tweet in G4:
[19] interprofessionalimpact
[15] wearamask
[7] sdoh
[5] trauma_informedcare
[4] wholistichealthdisparities
[4] sdomh
[4] healthdisparities
[4] publichealthmatters
[4] wholistichealth
[3] covid

Top Hashtags in Tweet in G5:
[7] remotework
[6] digitalnomad
[6] remotejobs
[5] remoteworking
[5] workathome
[5] techjobs
[4] remote
[4] nomad
[4] jobs
[3] wgu

Top Hashtags in Tweet in G6:
[1] college
[1] university
[1] tuition
[1] cloudcomputing

Top Hashtags in Tweet in G8:
[1] digitaldivide
[1] digitalinclusivity
[1] volunteer
[1] techforgood
[1] civictech
[1] opengov
[1] smithsquad
[1] winas1fam

Top Hashtags in Tweet in G9:
[1] domesticterrorists

Top Hashtags in Tweet in G10:
[1] highered

Top Words
Top Words in Tweet in Entire Graph:
[2871] wgu
[528] pulsipher_wgu
[496] chadloder
[234] university
[230] students
[215] western
[201] governors
[189] student
[176] more
[157] epflcswccm

Top Words in Tweet in G1:
[840] wgu
[67] degree
[54] student
[53] more
[52] students
[52] year
[52] time
[50] utahjazz
[46] school
[46] coach

Top Words in Tweet in G2:
[672] wgu
[479] chadloder
[161] pulsipher_wgu
[61] culture
[55] sam
[55] expel
[51] robert
[49] student
[48] sgroi
[44] man

Top Words in Tweet in G3:
[850] wgu
[278] pulsipher_wgu
[104] students
[79] year
[77] wgu's
[73] more
[55] great
[53] online
[52] #highered
[52] college

Top Words in Tweet in G4:
[157] epflcswccm
[126] wgu
[78] theihi
[78] robincogan
[77] covid
[68] theacma
[67] ccm_cert
[61] meganranney
[59] uscsocialwork
[58] amercollphyadv

Top Words in Tweet in G5:
[111] university
[103] western
[103] governors
[51] looking
[42] wgu
[21] course
[20] employees
[20] instructor
[19] current
[14] application

Top Words in Tweet in G6:
[18] wgu
[5] back
[4] hartoflearning
[4] master's
[4] degree
[3] txst
[3] time
[3] studying
[2] huttoisdhr
[2] tasbhrs

Top Words in Tweet in G7:
[6] #1
[6] wgu
[6] #2
[6] #3
[6] #4
[6] #5
[6] #6
[6] #7
[6] #8
[6] forthaysstate

Top Words in Tweet in G8:
[11] wgu
[8] thank
[8] sponsors
[8] att
[7] witi
[7] take
[7] moment
[7] few
[7] corporate
[7] head

Top Words in Tweet in G9:
[30] wgu
[30] pulsipher_wgu
[18] rob_hoffman
[6] statement
[6] ok
[4] students
[4] law
[4] expelled
[4] student
[4] johnkramarz

Top Words in Tweet in G10:
[5] students
[4] western
[4] governors
[4] university's
[4] corey
[4] edwards
[4] developing
[4] education
[4] pipeline
[4] underrepresented

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[300] pulsipher_wgu,wgu
[223] chadloder,wgu
[194] western,governors
[191] wgu,chadloder
[173] governors,university
[74] sam,sgroi
[71] robert,sam
[64] covid,19
[53] sgroi,jr
[50] university,looking

Top Word Pairs in Tweet in G1:
[35] #timetolearn,wgu
[34] eanmeyer,wgu
[28] wgu,congratulations
[23] wgu,thank
[20] utahjazz,wgu
[18] coach,snyder
[17] taylorjayallen1,day
[16] pulsipher_wgu,wgu
[14] wgu,congrats
[14] ncaa,field

Top Word Pairs in Tweet in G2:
[213] chadloder,wgu
[188] wgu,chadloder
[143] pulsipher_wgu,wgu
[47] chadloder,pulsipher_wgu
[46] robert,sam
[46] sam,sgroi
[42] 20to1devotchka,wgu
[38] cancel,culture
[37] wgu,condone
[37] access,opportunity

Top Word Pairs in Tweet in G3:
[112] pulsipher_wgu,wgu
[31] wgu,pulsipher_wgu
[25] virtual,commencement
[24] unlawful,actions
[24] actions,took
[24] took,place
[24] place,yesterday
[24] yesterday,nation
[24] nation,capital
[24] capital,shocking

Top Word Pairs in Tweet in G4:
[52] covid,19
[41] ethical,lens
[34] ubssw,uscsocialwork
[33] meganranney,robincogan
[31] ellen's,ethical
[26] ccm_cert,theacma
[21] lens,ubssw
[19] epflcswccm,covid
[16] 19,hospitalized
[16] hospitalized,twice

Top Word Pairs in Tweet in G5:
[100] western,governors
[98] governors,university
[48] university,looking
[20] course,instructor
[19] wgu,employees
[19] looking,course
[17] current,wgu
[12] position,summary
[11] student,learning
[10] summary,student

Top Word Pairs in Tweet in G6:
[3] hartoflearning,wgu
[2] tasbhrs,txsboe
[2] txsboe,taspa3
[2] taspa3,tasanet
[2] tasanet,tassp1
[2] tassp1,tepsatalk
[2] tepsatalk,gcu
[2] gcu,wgu
[2] wgu,tamu
[2] tamu,utaustin

Top Word Pairs in Tweet in G7:
[4] #1,wgu
[4] wgu,#2
[2] #5,enmu
[2] enmu,#6
[2] #7,csuedu
[2] csuedu,#8
[2] #16,tarletonstate
[2] #9,columbusstate
[2] columbusstate,#10

Top Word Pairs in Tweet in G8:
[7] take,moment
[7] moment,thank
[7] thank,few
[7] few,corporate
[7] corporate,sponsors
[7] sponsors,head
[7] head,day
[7] day,digital
[7] digital,inclusivity
[7] wgu,att

Top Word Pairs in Tweet in G9:
[18] rob_hoffman,pulsipher_wgu
[12] wgu,rob_hoffman
[12] pulsipher_wgu,wgu
[4] johnkramarz,rob_hoffman
[4] wgu,guys
[4] guys,look
[4] look,ok
[4] ok,pulsipher_wgu
[4] pulsipher_wgu,content
[4] content,accept

Top Word Pairs in Tweet in G10:
[4] western,governors
[4] governors,university's
[4] university's,corey
[4] corey,edwards
[4] edwards,developing
[4] developing,education
[4] education,pipeline
[4] pipeline,underrepresented
[4] underrepresented,students
[3] students,helping

Top Replied-To
Top Replied-To in Entire Graph:
@wgu
@chadloder
@pulsipher_wgu
@eanmeyer
@utahjazz
@maggie02200
@epflcswccm
@marques_ogden
@mspolkadottt
@tc_johnson

Top Replied-To in G1:
@wgu
@eanmeyer
@utahjazz
@maggie02200
@pulsipher_wgu
@tc_johnson
@marnibstein
@mrjohnsontech
@foggyatoms
@anthomsec

Top Replied-To in G2:
@chadloder
@wgu
@pulsipher_wgu
@drapearson
@jallen1315
@yepmeamalie
@staciemarez
@wolfylola
@gibihijake
@precisionh

Top Replied-To in G3:
@pulsipher_wgu
@wgu
@marques_ogden
@mspolkadottt
@amdulin
@alanadunaganed
@sadity_essence
@kbleecaster
@wguindiana
@loripet51018179

Top Replied-To in G4:
@epflcswccm
@amercollphyadv
@njsmyth
@mahealthforkids
@cgibhs
@ubssw
@kitagarr
@wgu

Top Replied-To in G6:
@hartoflearning
@tasbhrs
@per_fin_monkey
@collegeboard
@kevinverhoff

Top Replied-To in G8:
@stacycampbell75
@jenlemon10
@wgu

Top Replied-To in G9:
@wgu
@pulsipher_wgu
@witch_asian
@rob_hoffman
@holyspacemonkey
@chadloder
@johnkramarz
@jallen1315

Top Replied-To in G10:
@akilbello

Top Mentioned
Top Mentioned in Entire Graph:
@wgu
@pulsipher_wgu
@chadloder
@epflcswccm
@robincogan
@theihi
@theacma
@ccm_cert
@meganranney
@uscsocialwork

Top Mentioned in G1:
@wgu
@utahjazz
@pulsipher_wgu
@wgunortheast
@taylorjayallen1
@slcstars
@ladync
@tampaarmymed
@marnibstein

Top Mentioned in G2:
@wgu
@chadloder
@pulsipher_wgu
@20to1devotchka
@wolfylola
@fbi
@stroppypanda
@shane_lefty
@drapearson
@staciemarez

Top Mentioned in G3:
@wgu
@pulsipher_wgu
@wgutexas
@marnibstein
@forbes
@marques_ogden
@markmilliron
@wgunc
@wgualisonbell
@wgulabs

Top Mentioned in G4:
@epflcswccm
@wgu
@robincogan
@theihi
@theacma
@ccm_cert
@meganranney
@uscsocialwork
@nasw
@amercollphyadv

Top Mentioned in G5:
@rev_global

Top Mentioned in G6:
@wgu
@txst
@huttoisdhr
@txsboe
@taspa3
@tasanet
@tassp1
@tepsatalk
@gcu
@tamu

Top Mentioned in G7:
@wgu
@forthaysstate
@enmu
@tsuedu
@csuedu
@minotstateu
@mgastateu
@arkansasstate
@claytonstate
@gasouthwestern

Top Mentioned in G8:
@wgu
@att
@witi
@microsoft
@democracylab
@techledes
@debraruh
@miad
@pulsipher_wgu
@google

Top Mentioned in G9:
@pulsipher_wgu
@wgu
@rob_hoffman
@johnkramarz
@wolfylola
@urinalmint16
@witch_asian
@prairiewilds

Top Mentioned in G10:
@denbizjournal
@iubloomington
@rutgersu
@hunter_college
@fisk1866
@oberlincollege
@bereacollege
@umbc
@baruchcollege
@newsatmedgar

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@cybersec_feeds
@mr1738
@xaelbot
@indiatoday
@codedailybot
@ungubunugu1274
@ohiomail
@reagancbrown
@brontyman

Top Tweeters in G1:
@cybersec_feeds
@xaelbot
@codedailybot
@100xcode
@thedeveloperbot
@2tanks_dre
@nmharley2
@foxnews
@redianbot
@bnb952

Top Tweeters in G2:
@threadreaderapp
@phendricks71
@tinamorphis
@darlene_edw
@shareitarie10
@the_lady_red
@jjdebenedictis
@pghdrew
@ateacher97
@lellingw

Top Tweeters in G3:
@cybersecurityn8
@walmart
@slate
@fabriciosx
@forbes
@wwltv
@nfl
@triblive
@1101110112
@k8jaded

Top Tweeters in G4:
@ungubunugu1274
@ohiomail
@brontyman
@njdoc
@teetweetshere
@nytimes
@sdreyse
@bigforkgirl
@lkafle
@dlspace108

Top Tweeters in G5:
@frontendla
@wibw
@railsjobhub
@jiddy7
@arichardson_phi
@bestremotejobs1
@knoptv
@kq2
@chieffishell
@riverbendernews

Top Tweeters in G6:
@mar_e_
@shrm
@realpython
@treehouse
@txst
@collegeboard
@tamu
@utaustin
@gcu
@pastors4txkids

Top Tweeters in G7:
@illinois_alma
@univofkansas
@uwgb
@sunyoswego
@siuc
@southernmiss
@ualr
@smwc
@wcu
@msutexas

Top Tweeters in G8:
@debraruh
@att
@google
@jag_____
@codeforpdx
@miad
@amazon
@huawei
@techledes
@microsoft

Top Tweeters in G9:
@detroit_rachel
@drspockets
@alexisceule
@gofishlynn
@calypsoh13
@uugghhitsyou
@rob_hoffman
@besyonek
@prairiewilds
@johnkramarz

Top Tweeters in G10:
@denbizjournal
@akilbello
@iubloomington
@rutgersu
@clayhensley
@umbc
@kenyoncollege
@baruchcollege
@ceu
@reed_college_


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