usfca, Twitter, 10/21/2019 10:58:44 AM, 213681


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usfca_2019-10-21_02-52-49.xlsx
usfca_2019-10-21_02-52-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 21, 2019
Short Description:
usfca via NodeXL http://bit.ly/2pBmP3A
@usfca
@usfca_soe
@usf_economics
@monishabajaj
@drsaddison
@usfca_pr
@datainstitutesf
@usfsacramento
@joevarock
@coachtoddgolden

Top hashtags:
#usfca
#ucla
#usc
#pepperdine
#calstatela
#cslb
#biolau
#sfsu
#azusapacific
#csuf

Description:
Description
The graph represents a network of 535 Twitter users whose tweets in the requested range contained "usfca", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 October 2019 at 09:53 UTC.

The requested start date was Monday, 21 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 11-day, 12-hour, 24-minute period from Monday, 07 October 2019 at 01:00 UTC to Friday, 18 October 2019 at 13:24 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://twitter.com/usfca/status/1181238109842882560
[7] https://www.usfca.edu/event/2019-10-23-1830/the-fight-the-future-of-food-conversation-african-activists
[5] https://www.uber.com/invite/uberrawvibes
[5] http://rsvp.usfca.edu/events/iProc.aspx?5S,M3,de4a4e8e-d6d6-4099-aadb-99cdc676ab5b
[4] https://www.lyft.com/invite/RAWVIBES
[4] https://repository.usfca.edu/librarian/8/
[3] https://vimeo.com/365361865/b77e39e6f3
[3] https://www.usfca.edu/news/how-install-two-ton-sculpture
[3] https://usfca.wd5.myworkdayjobs.com/en-US/USF_Full-Time_Faculty/job/Downtown-Campus/Assistant-Professor--Tenure-Track--MS-in-Data-Science-Program_R0002253
[3] https://twitter.com/MindShiftKQED/status/1184501008086511616MindShiftKQED

Top URLs in Tweet in G1:
[3] https://barrettsportsmedia.com/2019/10/07/knbr-1050-becomes-flagship-station-for-usf-mens-basketball/
[2] http://rsvp.usfca.edu/celebrateUSF?utm_source=usftwitter&utm_medium=social&utm_campaign=celebrateusf
[2] https://twitter.com/usfca/status/1181238109842882560
[2] http://www.knbr.com/2019/10/07/university-of-san-francisco-and-knbr-1050-announce-new-flagship-radio-partnership/
[2] https://usfdons.com/news/2019/10/17/general-loma-prieta-30-years-after-the-big-one-hit-the-hilltop.aspx
[2] https://usfdons.com/news/2019/10/9/general-usf-chase-center-double-header-tickets-now-on-sale.aspx
[2] https://guides.usfca.edu/hours
[2] https://www.incguide.org/
[2] https://usfca.wd5.myworkdayjobs.com/en-US/USF_Adjunct/job/USF-Hilltop-Campus/Museums-and-Technology-Instructor_R0002379
[1] https://www.podomatic.com/podcasts/technation/episodes/2019-04-19T02_20_27-07_00?utm_source=usftwitter&utm_medium=social&utm_campaign=wilp

Top URLs in Tweet in G2:
[2] https://www.sfdatainstitute.org/
[2] https://usfca.wd5.myworkdayjobs.com/en-US/USF_Full-Time_Faculty/job/Downtown-Campus/Assistant-Professor--Tenure-Track--MS-in-Data-Science-Program_R0002253
[2] https://gradapply.usfca.edu/register/MSDS-online-info-session-2019
[1] https://usfca.wd5.myworkdayjobs.com/en-US/USF_Staff/job/Downtown-Campus/Applied-Data-Ethics-Research-Fellow_R0002358
[1] https://usfca.wd5.myworkdayjobs.com/en-US/USF_Staff/job/Downtown-Campus/Applied-Data-Ethics-Fellow_R0002362
[1] https://www.usfca.edu/data-institute/certificates/machine-learning-business
[1] https://twitter.com/brucewydick/status/1184348041077313537

Top URLs in Tweet in G3:
[6] https://twitter.com/usfca/status/1181238109842882560
[3] http://rsvp.usfca.edu/events/iProc.aspx?5S,M3,de4a4e8e-d6d6-4099-aadb-99cdc676ab5b
[3] https://vimeo.com/365361865/b77e39e6f3
[2] http://theconversation.com/pell-grants-are-getting-their-due-in-the-2020-campaign-125116?utm_source=twitter&utm_medium=twitterbutton
[2] https://myusf.usfca.edu/construction-projects/updates
[2] https://www.sfchronicle.com/style/article/Welcome-to-grayspace-San-Francisco-s-new-14493024.php
[2] https://wallethub.com/edu/uninsured-rates-by-state/4800/#expert=susan-penner
[2] https://www.sfchronicle.com/bayarea/article/Earthquake-rocks-Bay-Area-14528192.php
[2] https://twitter.com/USFSportMgt/status/1184519027311304704
[1] https://www.kazu.org/post/santa-cruz-least-affordable-place-teachers-trying-make-it-more-livable

Top URLs in Tweet in G4:
[2] http://teaching.It
[2] https://www.facebook.com/events/2358128971109838/
[2] https://www.facebook.com/events/1685919938205162/
[2] https://www.kqed.org/mindshift/54497/why-intentionally-building-empathy-is-more-important-now-than-ever?fbclid=IwAR0NuIkVUZ2pB3hxNSlgr-8HmkwB27SGgCb6lMQgb_dkLWJJHNNqHl1XDsU
[1] http://rsvp.usfca.edu/events/iProc.aspx?5S,M3,de4a4e8e-d6d6-4099-aadb-99cdc676ab5b
[1] https://www.nytimes.com/2019/10/07/us/metoo-schools.html?fbclid=IwAR2lVL8cTb3Aud4fx6q9v-U9pzXZLi9Xo0XHHBgfBuPm0YLdqkbXZ3PBYfU
[1] https://twitter.com/bao_yuanchen/status/1180613200879878144
[1] https://sf.funcheap.com/inner-sunset-flea-2019-block-party-street-fair-6/
[1] https://gradapply.usfca.edu/register/?id=2ba33473-f0b6-4d05-ac05-6d43d598276e
[1] https://t4sj.org/events/t4sj-conference-2019/

Top URLs in Tweet in G5:
[6] https://www.usfca.edu/event/2019-10-23-1830/the-fight-the-future-of-food-conversation-african-activists
[1] https://twitter.com/mattccanfield/status/1184439355663945729
[1] https://www.facebook.com/events/501911250362566/
[1] https://www.usfca.edu/event/2019-10-23-1830/the-fight-the-future-of-food-conversation-african-activists?fbclid=IwAR2u2EXqAAvKGLvwdC781vEAu2IZBc2qeEoWV5LSLvsW-LOv8wzCdexGOOE

Top URLs in Tweet in G6:
[2] https://twitter.com/javi91_1/status/1184538139811090433
[2] https://twitter.com/nickchk/status/1182448714121564160
[2] https://twitter.com/esperdod/status/1181572097384095745
[1] https://twitter.com/usf_economics/status/1184553591001890817
[1] https://twitter.com/usf_economics/status/1182319232538689536
[1] https://twitter.com/nickchk/status/1181987118714769408
[1] https://twitter.com/nobelprize/status/1183681714893316102
[1] https://twitter.com/usf_economics/status/1185019086062796800
[1] https://twitter.com/peterlorentzen/status/1184851884038750208
[1] https://www.journals.uchicago.edu/doi/10.1086/670138

Top URLs in Tweet in G7:
[2] https://www.instagram.com/inalisaquilae
[1] https://www.cs.usfca.edu/~galles/visualization/Algorithms.html
[1] https://repository.usfca.edu/thes/1184/
[1] https://www.usfca.edu/event/2019-10-07-1145/why-gandhi-and-king-matter-today-teach-honor-the-150th-anniversary-of-mahatma
[1] https://www.cs.usfca.edu/~galles/visualization/SplayTree.html
[1] https://www.usfca.edu/news/how-install-two-ton-sculpture
[1] https://twitter.com/usfca/status/1180259797582540800
[1] https://twitter.com/deesmoooveee/status/1181729204662091776
[1] http://rsvp.usfca.edu/events/silk-speaker-series-at-the-university-of-san-francisco-presents-charles-schwab/event-summary-0b874bb94d894845a2c942ab87099f10.aspx
[1] http://usfblogs.usfca.edu/sustainability/2019/10/09/fires-are-raging-in-the-amazon-heres-what-you-need-to-know/

Top URLs in Tweet in G8:
[1] https://twitter.com/chasecenter/status/1181980541366628354
[1] https://twitter.com/WCChoops/status/1183784318717460481
[1] https://twitter.com/fknightsays/status/1182813063159795712

Top URLs in Tweet in G9:
[2] https://www.commonwealthclub.org/events/2019-10-23/michelle-malkin-inside-immigration-crisis
[1] https://www.kqed.org/mindshift/54536/is-homework-valuable-depends-on-the-grade-teachers-share-their-approaches

Top Domains
Top Domains in Tweet in Entire Graph:
[69] usfca.edu
[48] twitter.com
[9] myworkdayjobs.com
[8] instagram.com
[7] usfdons.com
[6] facebook.com
[5] uber.com
[5] vimeo.com
[5] sfchronicle.com
[5] kqed.org

Top Domains in Tweet in G1:
[14] usfca.edu
[6] twitter.com
[6] usfdons.com
[3] knbr.com
[3] aetna.com
[3] myworkdayjobs.com
[3] barrettsportsmedia.com
[2] cabdons.com
[2] collegefactual.com
[2] incguide.org

Top Domains in Tweet in G2:
[4] myworkdayjobs.com
[3] usfca.edu
[2] sfdatainstitute.org
[1] twitter.com

Top Domains in Tweet in G3:
[16] usfca.edu
[8] twitter.com
[5] sfchronicle.com
[5] vimeo.com
[3] instagram.com
[2] kazu.org
[2] theconversation.com
[2] wallethub.com
[2] tandfonline.com
[1] fox41yakima.com

Top Domains in Tweet in G4:
[4] usfca.edu
[4] facebook.com
[3] twitter.com
[3] kqed.org
[2] teaching.it
[2] weareteachers.com
[2] theatlantic.com
[2] eventbrite.com
[1] nytimes.com
[1] funcheap.com

Top Domains in Tweet in G5:
[7] usfca.edu
[1] twitter.com
[1] facebook.com

Top Domains in Tweet in G6:
[18] twitter.com
[2] aeaweb.org
[2] usfca.edu
[1] uchicago.edu
[1] acrosstwoworlds.net
[1] cgdev.org
[1] worldbank.org
[1] icims.com

Top Domains in Tweet in G7:
[10] usfca.edu
[4] twitter.com
[4] instagram.com

Top Domains in Tweet in G8:
[3] twitter.com

Top Domains in Tweet in G9:
[2] commonwealthclub.org
[1] kqed.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[171] usfca
[15] ucla
[15] usc
[15] pepperdine
[15] calstatela
[15] cslb
[15] biolau
[15] sfsu
[15] azusapacific
[15] csuf



Top Hashtags in Tweet in G1:
[40] usfca
[6] celebrateusf
[6] cabdons
[5] usfspiritwalk
[5] kusf
[4] healthycommunitiesnews
[4] latenightsusfca
[3] usfdons
[3] wcchoops
[3] usfhps

Top Hashtags in Tweet in G2:
[1] datascience
[1] gradschool
[1] sanfrancisco

Top Hashtags in Tweet in G3:
[70] usfca
[7] celebrateusf
[3] lomohousing
[2] usfspiritwalk
[2] lomodining
[2] sobratocenter
[2] worldmentalhealthday
[2] usfcahealth
[2] changetheworldfromhere
[1] newresidencehall

Top Hashtags in Tweet in G4:
[18] usfca
[3] mft
[2] opentothepublic
[2] free
[2] catesol2019
[2] soegradlife
[2] usfcasoe
[2] tesol
[2] sanfrancisco
[1] nationaldomesticviolenceawarenessmonth

Top Hashtags in Tweet in G5:
[1] mais
[1] usfca
[1] internationalstudies
[1] mastersofinternationalstudies
[1] usfcamais

Top Hashtags in Tweet in G6:
[3] usfca
[1] nobelprize
[1] nobeleconomicsprize
[1] economicsnobel
[1] neudc2019
[1] recruiting
[1] agile
[1] careers
[1] jobsearch
[1] sql

Top Hashtags in Tweet in G7:
[9] usfca
[2] kairos
[2] studytips
[1] education
[1] justice
[1] nonviolence
[1] mph
[1] sustainability
[1] amazonrainforest
[1] climatechange

Top Hashtags in Tweet in G8:
[3] godons
[2] usfca
[1] coachant
[1] asti
[1] bayarea
[1] usfsgoldenera

Top Words
Top Words in Tweet in Entire Graph:
[506] Words in Sentiment List#1: Positive
[188] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[13886] Non-categorized Words
[14580] Total Words
[273] usfca
[165] #usfca
[91] work
[70] datainstitutesf
[69] come

Top Words in Tweet in G1:
[92] usfca
[34] #usfca
[26] more
[23] usf
[19] fall
[16] free
[15] tobacco
[15] 10
[14] students
[13] weekend

Top Words in Tweet in G2:
[69] usfca
[67] datainstitutesf
[60] math_rachel
[57] data
[54] ethics
[53] work
[53] hiring
[53] fellowships
[51] come
[51] fellow

Top Words in Tweet in G3:
[70] #usfca
[25] new
[19] professor
[16] usfca
[14] s
[14] article
[13] usfca_pr
[11] more
[11] san
[10] t

Top Words in Tweet in G4:
[27] usfca_soe
[18] #usfca
[14] october
[13] students
[12] truly
[10] mindshiftkqed
[10] s
[9] education
[9] feel
[9] cultural

Top Words in Tweet in G5:
[28] usfca
[18] 11thhourproject
[17] pfagghana
[17] cikodgh1
[17] _acbio
[17] afsafrica
[16] bdowduribe
[16] jwpaller
[16] foe_us
[16] joevarock

Top Words in Tweet in G6:
[14] idec_usfca
[12] work
[9] development
[8] usf_economics
[7] s
[7] today
[7] economics
[6] compassion
[6] data
[6] wdeusfca

Top Words in Tweet in G7:
[9] #usfca
[5] usfca
[4] study
[4] kairos
[3] university
[3] event
[2] happy
[2] t
[2] important
[2] writing

Top Words in Tweet in G8:
[9] fantastic
[9] work
[9] everyone
[9] involved
[9] provide
[9] opportunity
[9] usfca
[9] student
[9] athletes
[9] know

Top Words in Tweet in G9:
[3] cwclub
[3] sfchronicle
[3] eastbayexpress
[3] sfexaminer
[3] mercnews
[3] berkeleyside
[3] hoodline
[3] mlnow
[3] dsa_sf
[3] dsaeastbay

Top Words in Tweet in G10:
[7] gillian1030
[7] origintrggroup
[7] usfca
[7] usftriathlon
[7] gochsathletics
[7] gocathedral
[6] usatriathlon
[3] congrats
[3] gillian
[2] proud

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[65] usfca,datainstitutesf
[55] data,ethics
[54] datainstitutesf,hiring
[52] come,work
[52] work,data
[52] ethics,fellow
[52] fellow,usfca
[52] hiring,1
[52] 1,year
[52] year,fellowships

Top Word Pairs in Tweet in G1:
[13] tobacco,free
[9] lone,mountain
[9] fall,break
[8] kevin,johnson
[7] angels,sky
[7] sky,above
[7] mountain,last
[7] last,weekend
[6] knbr,1050
[6] breatheeasyusf,student

Top Word Pairs in Tweet in G2:
[64] usfca,datainstitutesf
[54] data,ethics
[52] datainstitutesf,hiring
[51] come,work
[51] work,data
[51] ethics,fellow
[51] fellow,usfca
[51] hiring,1
[51] 1,year
[51] year,fellowships

Top Word Pairs in Tweet in G3:
[14] new,article
[14] article,#usfca
[12] usfca_pr,#usfca
[9] #usfca,professor
[7] san,francisco
[7] #usfca,usflaw
[6] usflaw,professor
[6] #usfca,usfsportmgt
[5] richard,leo
[5] grad,student

Top Word Pairs in Tweet in G4:
[9] truly,feel
[9] feel,cultural
[9] cultural,forces
[9] forces,pushing
[9] pushing,apart
[9] apart,vast
[9] vast,prevalent
[9] prevalent,acting
[8] usfca_soe,truly
[7] mindshiftkqed,usfca_soe

Top Word Pairs in Tweet in G5:
[17] pfagghana,cikodgh1
[16] bdowduribe,jwpaller
[16] jwpaller,11thhourproject
[15] usfca,bdowduribe
[15] 11thhourproject,isatusfca
[15] isatusfca,pfagghana
[15] cikodgh1,_acbio
[15] _acbio,afsafrica
[15] afsafrica,foe_us
[14] fight,future

Top Word Pairs in Tweet in G6:
[5] development,economics
[5] claudia_sahm,dinapomeranz
[5] dinapomeranz,cassar_ale
[5] cassar_ale,britniwilcher
[5] britniwilcher,wdeusfca
[4] wdeusfca,idec_usfca
[3] fieldwork,required
[3] required,part
[3] part,training
[3] training,idec_usfca

Top Word Pairs in Tweet in G7:
[2] speaker,series
[2] kairos,planning
[2] usf,university
[2] university,ministry

Top Word Pairs in Tweet in G8:
[9] fantastic,work
[9] work,everyone
[9] everyone,involved
[9] involved,provide
[9] provide,opportunity
[9] opportunity,usfca
[9] usfca,student
[9] student,athletes
[9] athletes,know
[9] know,both

Top Word Pairs in Tweet in G9:
[3] cwclub,sfchronicle
[3] sfchronicle,eastbayexpress
[3] eastbayexpress,sfexaminer
[3] sfexaminer,mercnews
[3] mercnews,berkeleyside
[3] berkeleyside,hoodline
[3] hoodline,mlnow
[3] mlnow,dsa_sf
[3] dsa_sf,dsaeastbay
[3] usfca,tsff

Top Word Pairs in Tweet in G10:
[7] usfca,usftriathlon
[7] usftriathlon,gochsathletics
[7] gochsathletics,gocathedral
[6] gillian1030,origintrggroup
[6] origintrggroup,usatriathlon
[6] usatriathlon,usfca
[3] gocathedral,congrats

Top Replied-To
Top Replied-To in Entire Graph:
@usfca
@gillian1030
@math_rachel
@claudia_sahm
@cwclub
@monishabajaj
@joevarock
@charlotterock
@joecardoso301
@daveevansphd

Top Replied-To in G1:
@usfca
@kozanogluaylin
@alveenah
@gillian1030
@chelseaelaynne
@othe_pro
@cvshealth
@hilaryrusso

Top Replied-To in G2:
@math_rachel
@nirantk
@peterlorentzen

Top Replied-To in G3:
@charlesschwab

Top Replied-To in G4:
@monishabajaj
@borderrelief

Top Replied-To in G5:
@usfca
@joevarock
@africasacountry
@danieloberko

Top Replied-To in G6:
@claudia_sahm
@daveevansphd
@seanjtaylor
@prof__quackers
@nickchk

Top Replied-To in G8:
@joecardoso301

Top Replied-To in G9:
@cwclub

Top Replied-To in G10:
@gillian1030

Top Mentioned
Top Mentioned in Entire Graph:
@usfca
@datainstitutesf
@math_rachel
@usfca_soe
@jwpaller
@11thhourproject
@usfca_pr
@bdowduribe
@joevarock
@isatusfca

Top Mentioned in G1:
@usfca
@usfhps
@donsathletics
@knbr
@breatheeasyusf
@fleetweeksf
@usfsle
@cvshealth
@usfca_pr
@starbucks

Top Mentioned in G2:
@usfca
@datainstitutesf
@math_rachel
@craignewmark
@usfca_msds
@helenmou
@pujaarajan
@mchrisriley
@kldivergence
@hutchamachutch

Top Mentioned in G3:
@usfca
@usfca_pr
@renelsfvoyce
@usflaw
@billyriggs
@usf_ltmc
@usfsportmgt
@usfcahealth
@usfsom
@craseusf

Top Mentioned in G4:
@usfca_soe
@mindshiftkqed
@t4sj
@monishabajaj
@deanza_college
@fistuptv
@blovesoulpower
@arraynow
@ava
@rick_ayers

Top Mentioned in G5:
@usfca
@11thhourproject
@bdowduribe
@jwpaller
@isatusfca
@pfagghana
@cikodgh1
@_acbio
@afsafrica
@foe_us

Top Mentioned in G6:
@idec_usfca
@usf_economics
@wdeusfca
@usfca
@dinapomeranz
@cassar_ale
@britniwilcher
@compassion
@brucewydick
@mitsloan

Top Mentioned in G8:
@usfca
@usfmbb
@coachtoddgolden
@nutsandboltssp
@thetreyknight
@_dauntejohnson_
@lbizzy
@joecardoso301
@usfdonswbb
@mylenemartin87

Top Mentioned in G9:
@sfchronicle
@eastbayexpress
@sfexaminer
@mercnews
@berkeleyside
@hoodline
@mlnow
@dsa_sf
@dsaeastbay
@usfca

Top Mentioned in G10:
@origintrggroup
@usfca
@usftriathlon
@gochsathletics
@gocathedral
@usatriathlon
@milesplitin

Top Tweeters
Top Tweeters in Entire Graph:
@javascriptd
@rosenchild
@guardian
@mulher_noticia
@rudedogreyes
@rickjr2448883
@mercnews
@sacbee_news
@ifindinternship
@cbsnews

Top Tweeters in G1:
@javascriptd
@rudedogreyes
@rickjr2448883
@starbucks
@kcbsradio
@bonappetit
@thebrakedown
@knbr
@prevgenocide
@coolderrell

Top Tweeters in G2:
@ayirpelle
@craignewmark
@aschrock
@valisjason
@charles97564117
@rfrsarmiento
@cydharrell
@markwarschauer
@annkspencer
@cbracy

Top Tweeters in G3:
@guardian
@sacbee_news
@ifindinternship
@cbsnews
@virgoinservice
@jobsonteamwork
@sfchronicle
@warriors
@djalexreyes
@politicomag

Top Tweeters in G4:
@mulher_noticia
@npr
@theatlantic
@grhluna24
@ava
@weareteachers
@arraynow
@sugarbees
@mindshiftkqed
@tolerance_org

Top Tweeters in G5:
@africasacountry
@wunpini_fm
@tommymiles
@genengnetwork
@cappya6o6
@foe_us
@joevarock
@pesticideaction
@annalappe
@danieloberko

Top Tweeters in G6:
@dinapomeranz
@jwpaller
@compassion
@mitsloan
@poverty_action
@claudia_sahm
@daveevansphd
@seanjtaylor
@addthis
@nickchk

Top Tweeters in G7:
@imaginecypher
@aquinonez
@h_arx
@sf_robin
@xiuez
@igran524
@sorrybtam
@dragonaire
@mont_daniel
@usf_um

Top Tweeters in G8:
@ryangorcey
@nutsandboltssp
@joecardoso301
@goazendons
@usfmbb
@usfdonsmbb
@artmoreira3
@usfdonswbb
@mylenemartin87
@burndoggy829

Top Tweeters in G9:
@mercnews
@sfexaminer
@kqed
@berkeleyside
@49ers
@mlnow
@eastbayexpress
@bankofthewest
@hoodline
@cwclub

Top Tweeters in G10:
@triathflan
@usatriathlon
@gochsathletics
@milesplitin
@team_explosion
@gocathedral
@origintrggroup
@mark_matthews12
@lobbychic
@jkeeferneale