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usfca_2019-08-13_12-33-31.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2019
Description:
Description
The graph represents a network of 372 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 Tuesday, 13 August 2019 at 19:33 UTC.

The requested start date was Monday, 12 August 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 13-day, 23-hour, 4-minute period from Monday, 29 July 2019 at 00:56 UTC to Monday, 12 August 2019 at 00:00 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 : 372
Unique Edges : 525
Edges With Duplicates : 308
Total Edges : 833
Number of Edge Types : 3
Mentions : 690
Replies to : 49
Tweet : 94
Self-Loops : 94
Reciprocated Vertex Pair Ratio : 0.0465549348230912
Reciprocated Edge Ratio : 0.0889679715302491
Connected Components : 33
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 308
Maximum Edges in a Connected Component : 775
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.247534
Graph Density : 0.00407210967162276
Modularity : 0.52983
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://repository.usfca.edu/cgi/viewcontent.cgi?referer=&httpsredir=1&article=1334&context=capstone
[5] https://usfca.wd5.myworkdayjobs.com/USF_Full-Time_Faculty/job/USF-Hilltop-Campus/Assistant-Professor--Tenure-Track--Economics_R0001672
[4] https://twitter.com/debtcrisisorg/status/1159801524358397952
[4] https://www.usfca.edu/education/open-house
[4] https://www.uber.com/invite/uberrawvibes
[3] https://www.kqed.org/news/11766545/gilroy-community-grapples-with-trauma-after-mass-shooting-sometimes-its-terror
[3] https://www.lyft.com/invite/RAWVIBES
[3] https://usf.cafebonappetit.com/cafe/the-market-cafe/#meet-chef-b
[3] https://jesuitsmidwest.org/story-section?TN=PROJECT-20181023015636042307&STN=725C9387-A334-4987-B548-CAB71CB2BDBC&#page
[2] https://www.usfca.edu/news/dons-data-abc

Top URLs in Tweet in G1:
[4] https://twitter.com/debtcrisisorg/status/1159801524358397952
[3] https://usf.cafebonappetit.com/cafe/the-market-cafe/#meet-chef-b
[2] https://medium.com/@vamseejuluri/against-the-war-machine-tulsi-gabbards-message-should-be-everybody-s-american-dream-4a06f4c538b4
[1] http://ow.ly/5lrE50uGAoz
[1] http://usfca.edu/campaign?utm_source=usftwitter&utm_medium=social&utm_campaign=givingnews
[1] https://www.usfca.edu/news/tough-keep-going
[1] https://www.usfca.edu/news/building-community?utm_source=usftwitter&utm_medium=social&utm_campaign=givingnews
[1] https://www.usfca.edu/news/voice-democracy-sudan?utm_source=usftwitter&utm_medium=social&utm_campaign=newsroom
[1] https://www.usfca.edu/news/new-rabbi-residence
[1] http://rsvp.usfca.edu/celebrateUSF?utm_source=usftwitter&utm_medium=social&utm_campaign=celebrateusf

Top URLs in Tweet in G2:
[4] https://www.usfca.edu/education/open-house
[1] https://www.bayareaborderrelief.org/
[1] https://www.youtube.com/watch?v=5NcygyUBt7A&feature=youtu.be

[1] https://blog.usejournal.com/31-childrens-books-to-support-conversations-on-race-racism-and-resistance-9dbabc28360e
[1] https://sf.funcheap.com/world-dog-surfing-competition/
[1] https://gradapply.usfca.edu/register/?id=db50292f-b14c-4c8c-ada5-35137f8b1484
[1] https://gradapply.usfca.edu/register/?id=1779867a-1f29-4485-b0e9-4d9322a993b3
[1] https://sf.funcheap.com/salsa-festival-live-music-kids-zone-dj-berkeley/
[1] https://www.weareteachers.com/most-common-teacher-interview-questions/
[1] https://www.weareteachers.com/dear-first-year-teacher-a-love-letter/

Top URLs in Tweet in G3:
[4] https://www.uber.com/invite/uberrawvibes
[3] https://www.lyft.com/invite/RAWVIBES
[1] https://twitter.com/insidehighered/status/1157675496383176705
[1] https://www.asiansforhealth.org/event/advancing-health-and-wellness-cultural-humility-asian-and-asian-american-communities
[1] https://www.asiansforhealth.org/content/abstract-submission

Top URLs in Tweet in G4:
[1] https://www.kqed.org/news/11766545/gilroy-community-grapples-with-trauma-after-mass-shooting-sometimes-its-terror
[1] https://thehill.com/opinion/campaign/455926-can-a-poll-really-tell-us-whos-going-to-win-next-years-election
[1] https://www.sfgate.com/bayarea/article/gentrification-urban-renewal-bay-area-neighborhood-14271268.php
[1] https://www.forbes.com/sites/oliviagieger/2019/07/30/what-role-should-carbon-pricing-play-in-addressing-climate-change/#70f11d1762e0
[1] http://bit.ly/2Kl5uE9
[1] https://mailchi.mp/usfca/season-tickets-on-sale-mbb-405777
[1] https://usfdons.com/news/2019/7/31/general-dons-hard-work-in-the-classroom-recognized-by-the-wcc.aspx
[1] https://www.politifact.com/texas/statements/2019/aug/02/beto-orourke/are-there-more-gun-deaths-united-states-any-other-/
[1] https://twitter.com/usfcahealth/status/1156701283765694464

Top URLs in Tweet in G5:
[5] https://usfca.wd5.myworkdayjobs.com/USF_Full-Time_Faculty/job/USF-Hilltop-Campus/Assistant-Professor--Tenure-Track--Economics_R0001672
[1] http://rsvp.usfca.edu/events/iProc.aspx?5S,M3,8ba04aec-3090-4954-a79b-f08c073f8494
[1] https://www.cambridge.org/core/journals/africa/article/building-permanence-fire-outbreaks-and-emergent-tenure-security-in-urban-ghana/CE5F6151845C3B0A2A4C6559A51B4E55
[1] https://www.tandfonline.com/doi/full/10.1080/03634523.2019.1645871
[1] https://twitter.com/shabanamir1/status/1159606392883417093
[1] http://www.sciedupress.com/journal/index.php/ijhe/article/view/15898
[1] https://www.sfgate.com/bayarea/article/gentrification-urban-renewal-bay-area-neighborhood-14271268.php?utm_campaign=CMS
[1] Sharing
[1] Tools
[1] (Desktop)&utm_source=t.co&utm_medium=referral

Top URLs in Tweet in G6:
[2] https://twitter.com/usfca/status/1159185039940345861
[1] https://www.usfca.edu/arts-sciences/graduate-programs/professional-communication
[1] https://www.cs.usfca.edu/~parrt/papers/mvc.templates.pdf
[1] https://twitter.com/usfca/status/17437486132
[1] https://www.instagram.com/p/B0zEshWFG6Q/?igshid=155mvdihs4uk
[1] https://usfca.wd5.myworkdayjobs.com/en-US/USF_Full-Time_Faculty/job/USF-Hilltop-Campus/Assistant-Director--Academic-Bar-and-Exam-Support-Program---Assistant-Professor_R0001572-2
[1] https://www.instagram.com/p/B0zfXNVlL08sJdtt3MSBB0bLA8Won0FNVktXcc0/?igshid=1ctsejztkd27j
[1] https://twitter.com/usfca/status/1158820652272500746
[1] https://www.usfca.edu/magazine/summer-2019/feature/possible-dream
[1] https://www.usfca.edu/magazine/summer-2019/feature/bold-beyond

Top URLs in Tweet in G7:
[1] http://usfblogs.usfca.edu/mccarthy/2019/08/09/looking-back-at-success/
[1] https://www.usfca.edu/news/call-to-serve
[1] https://www.usfca.edu/event/2019-09-12-1600/changemakers-book-launch-celebration
[1] http://usfblogs.usfca.edu/mccarthy/2019/08/02/resilience-in-soma/

Top URLs in Tweet in G8:
[3] https://jesuitsmidwest.org/story-section?TN=PROJECT-20181023015636042307&STN=725C9387-A334-4987-B548-CAB71CB2BDBC&#page
[1] https://twitter.com/MidwestJesuits/status/1156927767604322304
[1] https://www.xavier.edu/jesuitresource/resources-by-theme/resources-for-apostolic-preferences

Top URLs in Tweet in G9:
[2] https://www.kron4.com/news/active-shooting-at-gilroy-garlic-festival/
[1] https://twitter.com/Donald_E_Heller/status/1157307490498834432
[1] https://www.nytimes.com/2019/08/04/opinion/james-comey-trump-racism.html
[1] https://www.theiacp.org/resources/iacp-calls-for-action-in-aftermath-of-mass-casualty-attacks
[1] https://www.americamagazine.org/faith/2012/07/31/happy-feast-st-ignatius-loyola
[1] https://www.sfchronicle.com/crime/article/Multiple-people-hurt-in-shooting-at-Gilroy-Garlic-14191974.php?psid=exIic

Top URLs in Tweet in G10:
[1] https://www.usfca.edu/data-institute/certificates/fundamentals-deep-learning
[1] https://www.usfca.edu/news/dons-data-abc
[1] https://www.roboticsbusinessreview.com/news/how-blendid-blends-ai-robots-and-vision-to-create-a-better-smoothie/
[1] https://www.kqed.org/news/11766545/gilroy-community-grapples-with-trauma-after-mass-shooting-sometimes-its-terror
[1] https://vimeo.com/335943053
[1] https://twitter.com/usfca_msds/status/1156295678819049472
[1] https://www.usfca.edu/data-institute/initiatives/center-applied-data-ethics

Top Domains
Top Domains in Tweet in Entire Graph:
[54] usfca.edu
[27] twitter.com
[6] myworkdayjobs.com
[5] kqed.org
[5] weareteachers.com
[4] edutopia.org
[4] uber.com
[3] lyft.com
[3] cafebonappetit.com
[3] forbes.com

Top Domains in Tweet in G1:
[9] twitter.com
[9] usfca.edu
[3] cafebonappetit.com
[2] medium.com
[1] ow.ly
[1] inthethickshow.org
[1] fast.ai
[1] radio.com
[1] youtu.be
[1] nbbj.com

Top Domains in Tweet in G2:
[8] usfca.edu
[5] weareteachers.com
[4] edutopia.org
[3] kqed.org
[3] twitter.com
[2] funcheap.com
[1] bayareaborderrelief.org
[1] youtube.com
[1] usejournal.com
[1] edweek.org

Top Domains in Tweet in G3:
[4] uber.com
[3] lyft.com
[2] asiansforhealth.org
[1] twitter.com

Top Domains in Tweet in G4:
[1] kqed.org
[1] thehill.com
[1] sfgate.com
[1] forbes.com
[1] bit.ly
[1] mailchi.mp
[1] usfdons.com
[1] politifact.com
[1] twitter.com

Top Domains in Tweet in G5:
[5] myworkdayjobs.com
[3] usfca.edu
[2] forbes.com
[1] cambridge.org
[1] tandfonline.com
[1] twitter.com
[1] sciedupress.com
[1] sfgate.com
[1] npr.org

Top Domains in Tweet in G6:
[6] usfca.edu
[4] twitter.com
[3] instagram.com
[1] myworkdayjobs.com
[1] google.com

Top Domains in Tweet in G7:
[4] usfca.edu

Top Domains in Tweet in G8:
[3] jesuitsmidwest.org
[1] twitter.com
[1] xavier.edu

Top Domains in Tweet in G9:
[2] kron4.com
[1] twitter.com
[1] nytimes.com
[1] theiacp.org
[1] americamagazine.org
[1] sfchronicle.com

Top Domains in Tweet in G10:
[3] usfca.edu
[1] roboticsbusinessreview.com
[1] kqed.org
[1] vimeo.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[85] usfca
[7] changetheworldfromhere
[7] beverlyhills
[7] hollywood
[7] santamonica
[7] venicebeach
[7] pasadena
[7] longbeach
[7] thousandoaks
[7] glendale



Top Hashtags in Tweet in G1:
[8] usfca
[3] changetheworldfromhere
[3] bayviewunited
[2] food
[2] tulsi2020
[1] universityofthebestcityever
[1] dons
[1] sapro
[1] immigration
[1] deportations

Top Hashtags in Tweet in G2:
[23] usfca
[6] bayareaborderrelief
[6] savethedate
[4] soegradlife
[4] usfcasoe
[4] education
[3] humanrightseducation
[3] standwithkashmir
[2] weekendadventure
[2] adviceforgraduateschool

Top Hashtags in Tweet in G3:
[7] beverlyhills
[7] hollywood
[7] santamonica
[7] venicebeach
[7] pasadena
[7] longbeach
[7] thousandoaks
[7] glendale
[7] lax
[7] nba

Top Hashtags in Tweet in G4:
[8] usfca
[5] dons
[4] godons
[3] goldenera
[2] changemakers
[2] usfdons
[2] usfcaalumni
[1] gilroy
[1] wcchoops
[1] baltimore

Top Hashtags in Tweet in G5:
[14] usfca
[2] climate

Top Hashtags in Tweet in G6:
[6] usfca
[1] usfhps
[1] mapcstratcomm
[1] inspiration
[1] sanfrancisco
[1] writing
[1] amdg
[1] welcometousfca
[1] apa
[1] leadership

Top Hashtags in Tweet in G7:
[2] usfca
[1] usfcaupa

Top Hashtags in Tweet in G8:
[1] jesuiteducated

Top Hashtags in Tweet in G9:
[2] ignatius
[1] gilroyactiveshooter

Top Hashtags in Tweet in G10:
[9] usfca
[2] newresidencehall
[2] changetheworldfromhere
[1] dons
[1] internship
[1] datascience
[1] msds2019
[1] cade

Top Words
Top Words in Tweet in Entire Graph:
[351] Words in Sentiment List#1: Positive
[126] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[9554] Non-categorized Words
[10033] Total Words
[163] usfca
[80] #usfca
[65] s
[54] usf
[41] school

Top Words in Tweet in G1:
[89] usfca
[30] s
[27] usf
[25] inthethickshow
[22] soccer
[18] featured
[18] colleges
[17] honored
[17] once
[17] again

Top Words in Tweet in G2:
[23] school
[22] usfca_soe
[22] #usfca
[19] education
[16] students
[12] s
[12] attend
[12] rights
[11] faculty
[11] human

Top Words in Tweet in G3:
[10] usfca
[8] usc
[8] pepperdine
[8] caltech
[8] sfsu
[7] click
[7] ucla
[7] calstatela
[7] cslb
[7] biolau

Top Words in Tweet in G4:
[13] usfca
[10] wccsports
[9] donsathletics
[8] usfdonsmbb
[7] #usfca
[7] read
[7] wcchoops
[5] students
[5] #dons
[5] full

Top Words in Tweet in G5:
[13] #usfca
[11] new
[9] article
[7] craseusf
[6] jeffrey
[6] w
[6] paller
[6] jwpaller
[6] ethnographies
[6] emergence

Top Words in Tweet in G6:
[6] #usfca
[4] university
[3] san
[3] francisco
[3] usf
[3] great
[3] getting
[3] orientation
[2] new
[2] program

Top Words in Tweet in G7:
[11] more
[9] usf_ltmc
[8] know
[5] better
[5] selfless
[5] strong
[5] leaders
[5] put
[5] country
[5] before

Top Words in Tweet in G8:
[8] usfca
[6] creighton
[5] johncarrollu
[4] marquetteu
[3] president
[3] program
[3] jesuitcolleges
[3] addressing
[3] fr
[3] john

Top Words in Tweet in G9:
[8] s
[7] people
[6] white
[6] president
[5] mass
[5] theiacp
[4] paso
[4] donald
[4] trump
[4] violence

Top Words in Tweet in G10:
[10] usfca_msds
[9] usf
[9] #usfca
[7] one
[7] data
[7] usfca
[6] datainstitutesf
[6] deep
[6] learning
[6] week

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] usf,honored
[20] honored,once
[20] once,again
[20] again,featured
[20] featured,princeton
[20] s,best
[20] best,385
[20] 385,colleges
[20] colleges,publication
[20] publication,designation

Top Word Pairs in Tweet in G1:
[17] usf,honored
[17] honored,once
[17] once,again
[17] again,featured
[17] featured,princeton
[17] s,best
[17] best,385
[17] 385,colleges
[17] colleges,publication
[17] publication,designation

Top Word Pairs in Tweet in G2:
[11] human,rights
[10] #usfca,school
[10] school,education
[9] open,house
[8] education,open
[6] graduate,school
[6] attend,#usfca
[6] house,september
[6] september,14th
[5] 55,application

Top Word Pairs in Tweet in G3:
[7] click,ucla
[7] ucla,usc
[7] usc,pepperdine
[7] pepperdine,calstatela
[7] calstatela,cslb
[7] cslb,biolau
[7] biolau,caltech
[7] caltech,sfsu
[7] sfsu,usfca
[7] usfca,azusapacific

Top Word Pairs in Tweet in G4:
[5] read,full
[5] full,release
[5] release,here
[5] donsathletics,wcchoops
[5] wcchoops,wccsports
[5] wccsports,usfca
[5] usfca,usfca_pr
[4] usfdonsmbb,donsathletics
[4] usfca_pr,coachtoddgolden
[3] #dons,130

Top Word Pairs in Tweet in G5:
[9] new,article
[8] article,#usfca
[6] #usfca,jeffrey
[6] jeffrey,w
[6] w,paller
[6] paller,jwpaller
[6] jwpaller,ethnographies
[6] ethnographies,emergence
[6] emergence,everyday
[6] everyday,politics

Top Word Pairs in Tweet in G6:
[3] university,san
[3] san,francisco
[2] professional,communication

Top Word Pairs in Tweet in G7:
[5] better,more
[5] more,selfless
[5] selfless,strong
[5] strong,leaders
[5] leaders,put
[5] put,country
[5] country,before
[5] before,themselves
[5] read,more
[4] themselves,read

Top Word Pairs in Tweet in G8:
[3] fr,john
[3] john,schlegel
[3] creighton,marquetteu
[2] usfca,creighton
[2] faculty,administrators
[2] administrators,univ
[2] univ,president
[2] president,meeting
[2] meeting,ignatian
[2] ignatian,colleagues

Top Word Pairs in Tweet in G9:
[4] donald,trump
[4] heâ,s
[3] trumpâ,s
[2] mass,slaughter
[2] slaughter,paso
[2] paso,name
[2] name,white
[2] white,supremacy
[2] supremacy,donald
[2] trump,continues

Top Word Pairs in Tweet in G10:
[6] deep,learning
[6] ms,data
[6] data,science
[4] nine,month
[4] month,practicum
[4] practicum,experience
[4] experience,one
[4] one,unique
[4] unique,parts
[4] parts,ms

Top Replied-To
Top Replied-To in Entire Graph:
@usfdonsmbb
@uber
@lyft
@daniellerduarte
@usfca_soe
@sarahledesma
@bruhwhatrusayin
@moshuajoss
@emilybouckwest
@blocher_perlen

Top Replied-To in G1:
@sarahledesma
@bruhwhatrusayin
@recparksf
@alexislnnh
@usfca
@peterdicicco

Top Replied-To in G2:
@usfca_soe
@saragoldrickrab
@abigailhilliard
@erica_teacher5

Top Replied-To in G3:
@uber
@lyft
@theprincetonrev

Top Replied-To in G4:
@usfdonsmbb
@belindaharriaga

Top Replied-To in G5:
@monishabajaj

Top Replied-To in G8:
@debra_mooney
@midwestjesuits

Top Replied-To in G9:
@donald_e_heller

Top Replied-To in G10:
@emilybouckwest

Top Mentioned
Top Mentioned in Entire Graph:
@usfca
@usfca_soe
@inthethickshow
@usf_ltmc
@donsathletics
@wccsports
@usfca_msds
@belindaharriaga
@girltechpower
@math_rachel

Top Mentioned in G1:
@usfca
@inthethickshow
@girltechpower
@math_rachel
@juliaferraioli
@bruhwhatrusayin
@carriehodousek
@recparksf
@unity3d
@usfmapc

Top Mentioned in G2:
@usfca_soe
@weareteachers
@usfca
@monishabajaj
@belindaharriaga
@repspeier
@skoirala2
@edutopia
@borderrelief

Top Mentioned in G3:
@usfca
@usc
@pepperdine
@caltech
@sfsu
@ucla
@calstatela
@cslb
@biolau
@azusapacific

Top Mentioned in G4:
@usfca
@wccsports
@donsathletics
@wcchoops
@usfca_pr
@coachtoddgolden
@eringrinshteyn
@belindaharriaga
@usfca_soe
@donald_e_heller

Top Mentioned in G5:
@craseusf
@jwpaller
@usflaw
@usf_economics
@usfca
@forbes
@usfca_pr
@usfca_soe
@belindaharriaga
@kqed

Top Mentioned in G7:
@usf_ltmc
@usfcaupa
@jeanlaberintosf
@usfca
@americorpsvista
@successcentersf
@valliebrownd5
@deanpreston

Top Mentioned in G8:
@usfca
@creighton
@johncarrollu
@jesuitcolleges
@marquetteu
@holy_cross
@rockhurstu
@tweetignatian
@regisuniversity
@xavieru

Top Mentioned in G9:
@theiacp
@robreiner
@gilroypd
@ewarren
@usfca
@sfchronicle
@kron4news
@jamesmartinsj
@karlthefog
@eppolice

Top Mentioned in G10:
@usfca_msds
@usfca
@datainstitutesf
@donald_e_heller
@abc
@donsathletics
@wccsports
@usfca_soe
@belindaharriaga
@the_antlr_guy

Top Tweeters
Top Tweeters in Entire Graph:
@thehill
@homegypsy
@sueleugers
@taevisionceo
@blackswan725
@azu_re
@abc
@sfnewsnow
@ifindinternship
@forbes

Top Tweeters in G1:
@homegypsy
@sueleugers
@avonan
@adrian_benepe
@craignewmark
@bourrell
@sfmta_muni
@unclemuley
@kcbsradio
@arcillahumeda

Top Tweeters in G2:
@saragoldrickrab
@theatlantic
@educationweek
@tmcuseocuseo
@openhousetwts
@edutopia
@weareteachers
@commonsense
@theaerogram
@mindshiftkqed

Top Tweeters in G3:
@lyft
@sdsu
@insidehighered
@rawvibes
@theprincetonrev
@csuf
@usc
@sfsu
@stanford
@ucsf

Top Tweeters in G4:
@thehill
@kqednews
@donsathletics
@wccsports
@wcchoops
@edgar_walker
@donar_official
@usfdonsmbb
@4_ballersonly
@dk3kbball

Top Tweeters in G5:
@forbes
@npr
@sfgate
@kqed
@jwpaller
@shabanamir1
@thenasem
@detroittoaccra
@bill14wall
@mallahhussainb

Top Tweeters in G6:
@azu_re
@aquinonez
@jc_joranco
@1stpatronsaint
@mikemhops
@dshah26
@flowerloom
@jesuitswest
@devinkinyon
@thegraduateguy

Top Tweeters in G7:
@morricles
@jeaaantelle
@americorpsvista
@usf_ltmc
@deanpreston
@vetcampaign
@gunner6615
@successcentersf
@jcl_jc1
@usfpoliticsdept

Top Tweeters in G8:
@marquetteu
@rosenthal51
@jesuitcolleges
@holy_cross
@midwestjesuits
@regisuniversity
@creighton
@xavieru
@tweetignatian
@johncarrollu

Top Tweeters in G9:
@funder
@kron4news
@sfchronicle
@jamesmartinsj
@chrismurphyct
@eppolice
@karlthefog
@senfeinstein
@theiacp
@ewarren

Top Tweeters in G10:
@abc
@ifindinternship
@vivmarquez
@donald_e_heller
@emilybouckwest
@albelwu
@the_antlr_guy
@ellenryder
@datainstitutesf
@usfca_msds