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(western governors university) OR @wgu_2021-04-07_10-51-06.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2021
Short Description:
(western governors university) OR @wgu via NodeXL https://bit.ly/3t0kxH4
@wgu
@epflcswccm
@pulsipher_wgu
@edurefdesk
@huttoisdhr
@chadloder
@michelleronline
@drcastner
@pberryrn
@jason_tyszko

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

Description:
Description
The graph represents a network of 2,509 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 Wednesday, 07 April 2021 at 17:54 UTC.

The requested start date was Tuesday, 06 April 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 94-day, 19-hour, 55-minute period from Friday, 01 January 2021 at 01:38 UTC to Monday, 05 April 2021 at 21:34 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 : 2509
Unique Edges : 3718
Edges With Duplicates : 6572
Total Edges : 10290
Number of Edge Types : 5
Replies to : 1069
Mentions : 4129
Retweet : 1473
MentionsInRetweet : 3438
Tweet : 181
Self-Loops : 194
Reciprocated Vertex Pair Ratio : 0.0502975619120753
Reciprocated Edge Ratio : 0.0957777371595686
Connected Components : 98
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 2358
Maximum Edges in a Connected Component : 10095
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.780211
Graph Density : 0.000869437806988939
Modularity : 0.345274
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,509 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 Wednesday, 07 April 2021 at 17:54 UTC.

The requested start date was Tuesday, 06 April 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 94-day, 19-hour, 55-minute period from Friday, 01 January 2021 at 01:38 UTC to Monday, 05 April 2021 at 21:34 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
[4] https://www.wgu.edu/lp/webinar/ambition-never-rests.html
[4] https://sunyonlinesummit2021.edublogs.org/2021/02/13/baker/
[3] https://www.wgu.edu/
[3] https://www.npr.org/sections/goatsandsoda/2020/03/30/822491838/coronavirus-world-map-tracking-the-spread-of-the-outbreak
[3] https://www.railsjobhub.com/?id=4e8f23db-99cf-4184-86cf-9f21aa241c76
[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
[2] https://shrm.org/ResourcesAndTools/hr-topics/organizational-and-employee-development/Pages/SHRM-Emerging-Professional-Champions-Ashley-Dugger-SHRM-CP.aspx

Top URLs in Tweet in G1:
[4] https://sunyonlinesummit2021.edublogs.org/2021/02/13/baker/
[2] https://buildingindiana.com/talent-is-a-tool-for-growth/
[2] https://gbsn.org/events/competency-based-online-education-for-scale-lessons-from-western-governors-university/
[2] https://www.youtube.com/watch?v=vI6nEbhlkHY

[1] https://twitter.com/hechingerreport/status/1374710651147390976
[1] https://twitter.com/insidehighered/status/1361319353619210245
[1] https://www.wgu.edu/financial-aid-tuition/scholarships/general/essential.htm
[1] https://twitter.com/mlo9951/status/1372455573019525124
[1] https://www.yourvalley.net/stories/local-students-earn-degree-from-wgu,219811#.YFOHmErEZcg.twitter
[1] https://www.wgu.edu/online-degree-colorado.html?refer_id=134839&ch=DSPLY

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:
[4] https://www.wgu.edu/lp/webinar/ambition-never-rests.html
[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://bit.ly/3rMIeC2?utm_campaign=Ps%20-%20Press%20coverage&utm_content=157906474&utm_medium=social&utm_source=twitter&hss_channel=tw-18003437
[1] https://protect-us.mimecast.com/redirect/eNqtlttu20YQhl_F4E1vTHrPB6Mo7Dg1UqBJi7hB0FaFsIehxEbkMjxIdQO_e4eU41iye-cLQdqZ2d3Zb_7Z1ZesC-2QnWfQVaHYgdtCd7FbjQXEMTvNNilk5_Q06yBA1Q5DVQOOFZWcKmsEIQR9OJ2dZm4YXFhXTZlwtS-L-3ENzdAvsvM_0VJWG3jnasDhIhs61_R11fdVagqoN4vsdJH1a0dnb2SGs-CsCDxKD8xRawCopDRqawO1OpZRKvZ1FpNqnocm6ygY67SSQRFDVFlaCVwaJQQnMopSGR9AR-DWSMVlIIaCllpZxd28Xh3lvBiXXlvwoDyuBVyHQEj0RjsnogminIO7lIabl04AMf922-5B1dD3bgWLs64MhrG8H0bvIe5PXv07BRll2d3pMWGf4m0x_DMckg3O4VkwD6W883I6B8HpTEavaPCCKS-po_yYrCuZZghBS4sfxTRQwYjwRFjgXDkgZVQlMKl1YFzKaDi6bGmFNKakh2QxhOLWljtvuKEmSKmoYgSLSqSeMn1K9mUSeEx2AIRz1m5c1TymySn5P5rroT6kWaIynQIfTYwBFcmMoihNQgIW2uHuIQSpgBzTpCESw0UwWARLPcOZ0QlttHGBSUoE5wRQ-0YSzj1FuXmJrFBQZeRShQOakTltpZKMWmGNjSUrGaOCU1MagdJ7jubLJPCUJhLaPIaprBZPYVY1KpoQWrTN6qjxpeAxYGENFYCyoF4q5RTBPYFx5YOkltHSPpEnWB4EETQwbFImnAcjlCdRAYQYHXgC1KpgCI8Umy2QQJgwmqhAtXDsAKhVwEvkIoxTQQvJlDJRc6WijNrI5-X5Igk8BjpDQn1-RbQHijUm9O6vO7ycY4XX8nR3_9TgqK0iavc08z1-WRw7vLqzqw83l5TYS4URbg6-WkP49OH9z3sD3r5ouwwBh33t-jWODIvc4Xm9ddg4VgpjS8-McURKAw5FYVAJJE5TmtjhjL6GLriYLhq3_lykbjW5Rv83unbw3RZOPEBz0o5-U_VrmCYO9fA2jQ2mnI39AF3N0Tg21ecRpnPMD8hM4Y_b39v1m1cff1mOzeubZbP87N-leyJzwPdXb9iv76l9-4orguq4lvI1J_zSXl4rcX0lr_UrY5m9OAgrGle3XaS2aLsUizQOm5Q-FSHVPyyyia3vwzG-6aH89rwh-qqtHr1uzVdx_4gv6cnH-SWd04TaVZvZ88wbO0fEVM93EIY8mPclhn6iIZSVhnPJ9Z74tyweNr0ZoF27poKTt_tSHG39pELHGx_Yq3a2CVJQogvGeCH3Al2nfti_SrhwHmuFCVCaGkYkmyj6qaYT0wFmbT0muweLhX-XIv6LyLD_cVy1-PNgIzTW_WpWwUvXdtJYt8GF18PQ9ueLs8XZbrcraohVcBsIqUl1Ffo527NtBTv0r2_zXeo-lakLkEfYwia107-aHC351m1GyL3rIebBdZBXfe7ybTW4Df7s0Tek3MXY4SM-lXNqwNUy5LAce0KXli-30fJcLB-EtmSEUcLRaZb3nZEjqVxyYiS3zAhcZzXOeJ7vDfQHnJmmiu9JH6gYVvuevy9SPvbFdO0E1w_TubO7_wCEVP7K
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/cbe2.1241
[1] http://imsglobal.org/dc/summit/2021?utm_campaign=March%202021%20IMS%20Global%20Sponsored%20Event&utm_content=153767503&utm_medium=social&utm_source=twitter&hss_channel=tw-775478827493359616
[1] https://info.badgr.com/success-stories/american-workforce-policy-advisory-board-connects-learning-experiences-with-opportunity.html
[1] https://info.badgr.com/success-stories.html?utm_campaign=Success%20Story%20Promotional%20Social%20Campaign%20Q1%202021&utm_content=152142833&utm_medium=social&utm_source=twitter&hss_channel=tw-775478827493359616
[1] https://info.badgr.com/success-stories.html?utm_campaign=Success%20Story%20Promotional%20Social%20Campaign%20Q1%202021&utm_content=152142834&utm_medium=social&utm_source=twitter&hss_channel=tw-775478827493359616
[1] https://info.badgr.com/success-stories.html?utm_campaign=Success%20Story%20Promotional%20Social%20Campaign%20Q1%202021&utm_content=152142835&utm_medium=social&utm_source=twitter&hss_channel=tw-775478827493359616

Top URLs in Tweet in G4:
[3] https://www.npr.org/sections/goatsandsoda/2020/03/30/822491838/coronavirus-world-map-tracking-the-spread-of-the-outbreak
[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/
[1] https://newyork.cbslocal.com/2021/01/18/nj-nursing-school-mandates-covid-vaccine-trinitas-school-of-nursing/
[1] https://salud-america.org/toxic-stress-and-its-lifelong-health-consequences/
[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/

Top URLs in Tweet in G5:
[3] https://www.railsjobhub.com/?id=4e8f23db-99cf-4184-86cf-9f21aa241c76
[2] https://shrm.org/ResourcesAndTools/hr-topics/organizational-and-employee-development/Pages/SHRM-Emerging-Professional-Champions-Ashley-Dugger-SHRM-CP.aspx
[1] https://www.linkedin.com/slink?code=gkQAKD2
[1] https://www.onlinedailys.com/apply-western-governors-university-degree-programs-wgu-portal/
[1] https://www.advantagenews.com/news/local/riverbend-news/alton-resident-earns-western-governors-university-scholarship/article_f7fceaa0-5033-11eb-a4a9-23982b15e4f9.html
[1] https://rvrbndr.co/19PRTY/
[1] https://www.linkedin.com/slink?code=gzgDuez
[1] https://www.wibw.com/2021/01/16/wgu-launches-scholarship-in-honor-of-martin-luther-king-jr/
[1] https://www.knopnews2.com/2021/01/19/western-governors-university-launches-the-i-have-a-dream-scholarship/?utm_campaign=snd-autopilot
[1] https://gbsn.org/events/competency-based-online-education-for-scale-lessons-from-western-governors-university/

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://dc.citybizlist.com/article/646329/marqus-hutchinson-appointed-to-wgu-northeast-alumni-advisory-council
[1] https://oyaop.com/job/academic-job/vacancy-for-coordinator-at-western-governors-university-in-the-usa/

Top URLs in Tweet in G9:
[1] https://www.democracylab.org/events/hacky-new-year-2021

Top Domains
Top Domains in Tweet in Entire Graph:
[124] wgu.edu
[120] twitter.com
[43] linkedin.com
[20] forbes.com
[16] youtube.com
[15] bit.ly
[13] sxswedu.com
[10] facebook.com
[8] healthleadersmedia.com
[8] racmonitor.com

Top Domains in Tweet in G1:
[36] wgu.edu
[21] twitter.com
[12] bit.ly
[5] youtube.com
[5] edublogs.org
[4] sxswedu.com
[3] forbes.com
[3] linkedin.com
[3] rfr.bz
[2] irma.org

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:
[78] twitter.com
[66] wgu.edu
[15] forbes.com
[9] sxswedu.com
[7] youtube.com
[6] highereddive.com
[6] inscribeapp.com
[4] diversityjobs.com
[4] chronicle.com
[4] edsurge.com

Top Domains in Tweet in G4:
[30] linkedin.com
[8] healthleadersmedia.com
[8] racmonitor.com
[7] khn.org
[7] npr.org
[6] gallup.com
[6] patientengagementhit.com
[6] deloitte.com
[5] medpagetoday.com
[4] twitter.com

Top Domains in Tweet in G5:
[9] wgu.edu
[8] linkedin.com
[3] railsjobhub.com
[2] etechguide.org
[2] shrm.org
[2] voiceamerica.com
[1] onlinedailys.com
[1] advantagenews.com
[1] rvrbndr.co
[1] wibw.com

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

Top Domains in Tweet in G7:
[2] fbcevent.com
[1] wgu.edu
[1] fbcinc.com

Top Domains in Tweet in G8:
[3] wgu.edu
[2] citybizlist.com
[1] wusa9.com
[1] today.com
[1] twitter.com
[1] farmvilleherald.com
[1] timesunion.com
[1] wtnh.com
[1] intelligentwaves.com
[1] soundcloud.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[102] highered
[78] wgugrad
[61] education
[50] digitaldivide
[49] wgu
[46] timetolearn
[38] womenshistorymonth
[38] equity
[36] covid19
[33] students



Top Hashtags in Tweet in G1:
[46] timetolearn
[33] education
[33] wgugrad
[26] highered
[26] 100daysofcode
[14] technology
[13] students
[13] onlinelearning
[11] degrees
[10] onlineteaching

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

Top Hashtags in Tweet in G3:
[72] highered
[46] digitaldivide
[42] wgugrad
[33] equity
[31] womenshistorymonth
[31] wgu
[27] covid19
[24] skills
[23] education
[21] highereducation

Top Hashtags in Tweet in G4:
[7] sdoh
[7] collective_occupational_trauma
[5] trauma_informedcare
[4] sdomh
[4] wholistichealth
[4] wholistichealthdisparities
[2] implicitbias
[2] healthdisparities
[2] vaccinerequirements
[2] stress

Top Hashtags in Tweet in G5:
[4] wgu
[2] workshop
[2] webinar
[2] dvc
[2] podcast
[2] voiceamerica
[2] executivefunction
[2] organizationskills
[2] memoryskills
[2] autism

Top Hashtags in Tweet in G6:
[1] informationtechnology
[1] college
[1] university
[1] tuition
[1] nt2t
[1] cloudcomputing

Top Hashtags in Tweet in G7:
[3] mdnovavirtualindustryday
[2] cybermaryland21
[2] buildingthecybergeneration
[2] fbcinc

Top Hashtags in Tweet in G8:
[15] scholarship
[12] degree
[12] pennsylvania
[2] intelligentwaves
[2] marqushutchinson
[2] wgu
[2] wguaac
[2] leadershipmatters
[1] militaryeducation
[1] veterans

Top Hashtags in Tweet in G9:
[2] levelup
[1] education
[1] careers
[1] technology
[1] volunteer
[1] techforgood
[1] civictech
[1] opengov

Top Words
Top Words in Tweet in Entire Graph:
[3100] wgu
[658] pulsipher_wgu
[496] chadloder
[270] students
[234] more
[220] university
[200] western
[199] student
[181] governors
[163] great

Top Words in Tweet in G1:
[877] wgu
[81] pulsipher_wgu
[77] utahjazz
[72] degree
[57] student
[56] more
[56] team
[52] best
[51] time
[50] students

Top Words in Tweet in G2:
[679] wgu
[484] chadloder
[166] pulsipher_wgu
[61] culture
[55] expel
[55] sam
[51] robert
[48] student
[48] sgroi
[44] man

Top Words in Tweet in G3:
[1046] wgu
[343] pulsipher_wgu
[152] students
[118] more
[108] wgu's
[97] great
[94] year
[81] online
[76] college
[73] sxswedu

Top Words in Tweet in G4:
[80] epflcswccm
[74] wgu
[40] theihi
[38] nasw
[37] uscsocialwork
[33] theacma
[32] cgibhs
[32] covid
[31] ubssw
[31] robincogan

Top Words in Tweet in G5:
[76] university
[68] western
[68] governors
[12] college
[11] online
[10] degree
[10] wgu
[7] students
[7] program
[7] earned

Top Words in Tweet in G6:
[29] wgu
[8] master's
[7] hartoflearning
[6] college
[5] degree
[5] back
[4] time
[4] bachelor's
[4] community
[4] rharwood17

Top Words in Tweet in G7:
[10] wgu
[6] welcome
[3] everyone
[3] participating
[3] cybermaryland
[3] conference
[3] thanks
[3] event
[3] supporters
[3] including

Top Words in Tweet in G8:
[34] wgu
[18] wgunortheast
[15] #scholarship
[13] health
[12] explore
[12] getting
[12] business
[12] teaching
[12] professions
[12] #degree

Top Words in Tweet in G9:
[15] wgu
[5] anthomsec
[4] each
[4] power
[4] improve
[4] communities
[4] country
[4] world
[4] join
[4] saturday

Top Words in Tweet in G10:
[3] nwhl
[3] nbcsports
[3] women
[3] sports
[2] discover
[2] dunkindonuts
[2] discovercard
[2] wgu
[2] acehardware
[2] buick

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[312] pulsipher_wgu,wgu
[223] chadloder,wgu
[191] wgu,chadloder
[173] western,governors
[156] governors,university
[74] sam,sgroi
[71] robert,sam
[53] wgu,pulsipher_wgu
[53] sgroi,jr
[50] wgu,president

Top Word Pairs in Tweet in G1:
[46] #timetolearn,wgu
[41] pulsipher_wgu,wgu
[34] eanmeyer,wgu
[34] utahjazz,wgu
[25] best,start
[25] team,history
[24] wgu,thank
[24] wgu,congratulations
[24] start,team
[24] history,#timetolearn

Top Word Pairs in Tweet in G2:
[215] chadloder,wgu
[189] wgu,chadloder
[148] pulsipher_wgu,wgu
[48] chadloder,pulsipher_wgu
[46] robert,sam
[46] sam,sgroi
[42] 20to1devotchka,wgu
[38] cancel,culture
[38] wgu,condone
[38] access,opportunity

Top Word Pairs in Tweet in G3:
[85] pulsipher_wgu,wgu
[46] wgu,president
[41] president,pulsipher_wgu
[33] teachers,college
[32] great,conversation
[28] wgu,snhu
[28] pulsipher_wgu,great
[27] virtual,commencement
[25] wgu,teachers
[24] wgu,pulsipher_wgu

Top Word Pairs in Tweet in G4:
[30] ethical,lens
[21] ubssw,uscsocialwork
[20] ellen's,ethical
[16] lens,ubssw
[16] covid,19
[12] uscsocialwork,fsu_socialwork
[11] mental,health
[11] ccm_cert,theacma
[10] ubswce,uscsocialwork
[9] ellen,ethical

Top Word Pairs in Tweet in G5:
[64] western,governors
[62] governors,university
[6] senior,principal
[6] principal,engineer
[5] state,university
[4] university,online
[4] university,wgu
[4] engineer,western
[4] degree,western
[3] board,governors

Top Word Pairs in Tweet in G6:
[4] hartoflearning,wgu
[4] wgu,master's
[4] community,college
[4] rharwood17,shyj
[3] master's,degree
[3] both,bachelor's
[3] bachelor's,master's
[3] shyj,wgu
[3] tasbhrs,txsboe
[3] txsboe,taspa3

Top Word Pairs in Tweet in G7:
[3] welcome,everyone
[3] everyone,participating
[3] cybermaryland,conference
[3] thanks,event
[3] event,supporters
[3] supporters,including
[3] regional,md
[3] md,nova
[3] nova,dod
[3] dod,virtual

Top Word Pairs in Tweet in G8:
[12] explore,getting
[12] getting,business
[12] business,teaching
[12] teaching,health
[12] health,professions
[12] professions,#degree
[12] #degree,wgu
[12] wgu,#scholarship
[12] #scholarship,options
[12] options,#pennsylvania

Top Word Pairs in Tweet in G9:
[4] each,power
[4] power,improve
[4] improve,communities
[4] communities,country
[4] country,world
[4] world,join
[4] join,saturday
[4] saturday,hacky
[4] hacky,year
[3] democracylab,each

Top Word Pairs in Tweet in G10:
[3] women,sports
[2] nwhl,discover
[2] dunkindonuts,discovercard
[2] discovercard,wgu
[2] wgu,acehardware
[2] acehardware,buick
[2] buick,oofos
[2] oofos,theorigchipwich
[2] theorigchipwich,libertymutual
[2] thank,supporting

Top Replied-To
Top Replied-To in Entire Graph:
@wgu
@chadloder
@pulsipher_wgu
@eanmeyer
@utahjazz
@trace_urdan
@michaelbhorn
@marques_ogden
@mspolkadottt
@jallen1315

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

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

Top Replied-To in G3:
@pulsipher_wgu
@wgu
@trace_urdan
@michaelbhorn
@marques_ogden
@jebbush
@markmilliron
@alanadunaganed
@blacktimelord
@drewwmercer

Top Replied-To in G4:
@epflcswccm
@robincogan
@cgibhs
@kitagarr
@ubssw

Top Replied-To in G6:
@hartoflearning
@jeremydbond
@caponeteaches
@collegeboard
@per_fin_monkey
@thejournalista
@tasbhrs

Top Replied-To in G8:
@wgu

Top Replied-To in G9:
@anthomsec
@cithomsec
@_chrisabbey
@hackbynumbers
@pmelson
@wgu

Top Replied-To in G10:
@nwhl

Top Mentioned
Top Mentioned in Entire Graph:
@wgu
@pulsipher_wgu
@chadloder
@sxswedu
@epflcswccm
@wgutexas
@marnibstein
@forbes
@utahjazz
@markmilliron

Top Mentioned in G1:
@wgu
@pulsipher_wgu
@utahjazz
@wgutexas
@taylorjayallen1
@slcstars
@wgulabs
@bjfr
@ladync
@tampaarmymed

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

Top Mentioned in G3:
@wgu
@pulsipher_wgu
@sxswedu
@forbes
@marnibstein
@markmilliron
@wgutexas
@snhu
@jebbush
@ibm

Top Mentioned in G4:
@epflcswccm
@wgu
@theihi
@nasw
@uscsocialwork
@theacma
@cgibhs
@ubssw
@ncqa
@robincogan

Top Mentioned in G6:
@wgu
@rharwood17
@shyj
@huttoisdhr
@txsboe
@taspa3
@tasanet
@tassp1
@tepsatalk
@gcu

Top Mentioned in G7:
@wgu
@cybermaryland
@illumio
@forthaysstate
@icf
@cyberark
@umdglobalcampus
@blackberry
@lsu_shreveport
@csuedu

Top Mentioned in G8:
@wgu
@wgunortheast
@iwllc
@_ellenbryan
@wusa9
@greatdaywash
@todayshow
@connpost
@farmvilleherald
@timesunion

Top Mentioned in G9:
@wgu
@democracylab
@pluralsight
@google
@microsoft
@linkedin
@_chrisabbey
@linked
@anthomsec
@pulsipher_wgu

Top Mentioned in G10:
@discover
@nbcsports
@dunkindonuts
@discovercard
@wgu
@acehardware
@buick
@oofos
@theorigchipwich
@libertymutual

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@cybersec_feeds
@federicoalves
@mr1738
@xaelbot
@codedailybot
@indiatoday
@tacobell
@reagancbrown
@phendricks71

Top Tweeters in G1:
@cybersec_feeds
@xaelbot
@codedailybot
@cybersecurityn8
@thedeveloperbot
@100xcode
@2tanks_dre
@nmharley2
@foxnews
@bnb952

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

Top Tweeters in G3:
@federicoalves
@viralvideovlogs
@walmart
@slate
@nytimes
@mrtallerjerry
@forbes
@wwltv
@davidvorpe65
@saragoldrickrab

Top Tweeters in G4:
@geegeebythesea
@tb_times
@pattidudek
@harassnomore
@cbsthismorning
@publichealthmap
@prjournorequest
@robincogan
@bonillal1
@karenzgoda

Top Tweeters in G5:
@frontendla
@waldorfsfinest
@limanews
@wibw
@railsjobhub
@jiddy7
@dothaneagle
@knoptv
@galesburg
@chieffishell

Top Tweeters in G6:
@thejournalista
@jeremydbond
@shyj
@shrm
@fafsa
@realpython
@treehouse
@txst
@collegeboard
@tamu

Top Tweeters in G7:
@illinois_alma
@univofkansas
@redhat
@blackberry
@uwgb
@umdglobalcampus
@ualr
@westernmichu
@wtamu
@uofnorthdakota

Top Tweeters in G8:
@wusa9
@wtnh
@connpost
@timesunion
@oya_opportunity
@_ellenbryan
@greatdaywash
@teresadu4
@mariekanker01
@sentarahealth

Top Tweeters in G9:
@betterjobsearch
@att
@google
@jag_____
@codeforpdx
@amazon
@pluralsight
@anthomsec
@pmelson
@microsoft

Top Tweeters in G10:
@tacobell
@nbcsports
@discover
@dunkindonuts
@arbys
@kfc
@capitalone
@turbotax
@nordvpn
@nwhl