usfca, Twitter, 2/18/2020 12:36:18 AM, 221382


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usfca_2020-02-17_06-24-53.xlsx
usfca_2020-02-17_06-24-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 18, 2020
Short Description:
usfca via NodeXL http://bit.ly/2u6vIom
@usfca
@usf_economics
@globususfca
@usfca_soe
@barnes_law
@usfca_pr
@jeremyphoward
@datainstitutesf
@cabdons
@igsolidaritynet

Top hashtags:
#usfca
#cabdons
#donaroo2020
#prdvirtualconf
#usflaw
#blackhistorymonth
#prprofs

Description:
Description
The graph represents a network of 519 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, 17 February 2020 at 14:25 UTC.

The requested start date was Monday, 17 February 2020 at 01:01 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 12-day, 6-hour, 1-minute period from Monday, 03 February 2020 at 01:48 UTC to Saturday, 15 February 2020 at 07:49 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 : 519
Unique Edges : 694
Edges With Duplicates : 286
Total Edges : 980
Number of Edge Types : 4
MentionsInRetweet : 502
Mentions : 313
Tweet : 136
Replies to : 29
Self-Loops : 136
Reciprocated Vertex Pair Ratio : 0.0703812316715543
Reciprocated Edge Ratio : 0.131506849315068
Connected Components : 29
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 336
Maximum Edges in a Connected Component : 764
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.454982
Graph Density : 0.00271534953615878
Modularity : 0.589911
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 519 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, 17 February 2020 at 14:25 UTC.

The requested start date was Monday, 17 February 2020 at 01:01 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 12-day, 6-hour, 1-minute period from Monday, 03 February 2020 at 01:48 UTC to Saturday, 15 February 2020 at 07:49 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 : usfca
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:
[23] https://usfca.co1.qualtrics.com/jfe/form/SV_6W5mGlZQp7FMnFr
[14] http://www.cabdons.com/
[13] https://www.usfca.edu/data-institute/certificates/deep-learning-part-one
[8] https://jesuits.org/news-detail?TN=NEWS-20200120112028USA
[6] https://aaas.confex.com/aaas/2020/meetingapp.cgi/Session/24360
[4] https://gleesongleanings.wordpress.com/2020/02/03/welcome-nicky-andrews-instruction-and-first-year-experience-librarian/
[4] https://myusf.usfca.edu/mccarthy/award-nomination
[3] https://www.instagram.com/p/B8gvJtahrk4/?igshid=1ait2xvok5lb0
[3] https://www.usfca.edu/news/14-people
[3] https://www.usfca.edu/profile/george-williams-sj?utm_source=usfnewsletter&utm_medium=email&utm_campaign=omc-facstaff-020720&utm_content=title

Top URLs in Tweet in G1:
[1] https://repository.usfca.edu/cgi/viewcontent.cgi?article=1225&context=usflawreview

Top URLs in Tweet in G2:
[7] https://jesuits.org/news-detail?TN=NEWS-20200120112028USA
[2] https://www.leonardo.info/journal-issue/leonardo/53/1
[1] https://www.usfca.edu/admission/summer
[1] https://twitter.com/sfgiants/status/1225082905795448834
[1] https://myusf.usfca.edu/mccarthy/award-nomination
[1] https://www.usfca.edu/news/the-welcome-you-wear
[1] http://rsvp.usfca.edu/events/silk-speaker-series-at-the-university-of-san-francisco-presents-margaret-atwood/event-summary-7bfdcb58ea8c437ba132aec9da6a2a0b.aspx
[1] http://www.cabdons.com/
[1] https://www.usfca.edu/arts-sciences/undergraduate-programs/davies-forum
[1] https://www.leonardo.info/civicrm/event/info%3Fid%3D475%26reset%3D1

Top URLs in Tweet in G3:
[3] https://gleesongleanings.wordpress.com/2020/02/03/welcome-nicky-andrews-instruction-and-first-year-experience-librarian/
[2] https://www.nytimes.com/2020/02/05/arts/design/banksy-legacy.html
[2] https://www.usfca.edu/arts-sciences/graduate-programs/sport-management/admission-events
[2] https://www.givecampus.com/schools/UniversityofSanFrancisco/the-library-day-of-the-dons-feb-25/?a=3545556
[2] https://gleesongleanings.wordpress.com/2020/02/04/collaborations-r-us/
[2] https://www.usfca.edu/news/14-people
[2] https://yaleglobal.yale.edu/content/how-wealthy-sell-treasures-tax-free
[1] https://fortune.com/2020/02/06/gen-z-voters-millennials-2020-election/
[1] https://www.forbes.com/sites/kimberlywhitler/2020/01/25/i-asked-marketers-why-they-watch-super-bowl-ads-the-results-will-surprise-you/#5a78d4d414f5
[1] https://www.educationdive.com/news/clear-communication-critical-to-maximize-teacher-eval-effectiveness/571630/

Top URLs in Tweet in G4:
[23] https://usfca.co1.qualtrics.com/jfe/form/SV_6W5mGlZQp7FMnFr
[1] https://twitter.com/kesutherland777/status/1227737515408277505

Top URLs in Tweet in G5:
[1] https://www.usfca.edu/journal/globus/winter-2020-2
[1] https://www.usfca.edu/journal/globus/winter-2020
[1] https://www.usfca.edu/journal/globus/winter-2020-15
[1] https://www.usfca.edu/journal/globus/winter-2020-12

Top URLs in Tweet in G6:
[2] https://www.edutopia.org/article/developing-love-reading-students
[2] https://gradapply.usfca.edu/register/?id=08d75811-8ca8-4028-840a-64a0aa4dbbdc
[1] https://www.edsurge.com/news/2020-02-06-cheating-economy-brings-frustration-for-colleges-and-teachable-moments?utm_content=buffere82af&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[1] https://www.weareteachers.com/classroom-decorations-winter/
[1] https://mobile.edweek.org/c.jsp?rssid=25919141&bcid=&item=http://api.edweek.org/v1/ew/%3Fuuid%3DAF8021C0-3DF6-11EA-B34A-8AF258D98AAA&intc=mob-topnav&cid=25919951&intc=mob-topnav
[1] https://twitter.com/EdWeekTeacher/status/1225124172260675585
[1] https://www.usfca.edu/event/2020-02-07-1230/prospective-student-online-chat-session
[1] https://www.urban.org/features/segregated-start
[1] https://www.urban.org/features/explore-your-schools-changing-demographics
[1] https://edtechmagazine.com/k12/article/2020/02/2020-ed-tech-trends-focus-equity

Top URLs in Tweet in G7:
[13] https://www.usfca.edu/data-institute/certificates/deep-learning-part-one
[2] https://www.usfca.edu/event/2020-02-07-1400/ms-data-science-info-session
[1] https://www.facebook.com/usfca.msds
[1] https://medium.com/usf-msds/cohort-8-student-spotlight-meet-dillon-179e121aa83d
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fpredicting-the-oscars-using-preferential-machine-learning-32f06ffbf427
[1] https://certificate.usfca.edu/register/DLinfo
[1] https://www.meetup.com/USF-Seminar-Series-in-Data-Science/events/268639521/
[1] https://certificate.usfca.edu/register/sqlinfo
[1] https://twitter.com/jeremyphoward/status/1216108725905215488
[1] https://towardsdatascience.com/predicting-the-oscars-using-preferential-machine-learning-32f06ffbf427?source=twitterShare-79ad6523fbe-1581052722&_branch_match_id=link-754196658288234873

Top URLs in Tweet in G8:
[3] https://myusf.usfca.edu/mccarthy/award-nomination
[2] http://rsvp.usfca.edu/events/silk-lectures-featuring-nobel-laureates-joseph-e-stiglitz/event-summary-39e9a6e3fcab40feadc3d97dc9d6a209.aspx
[2] https://twitter.com/usf_economics/status/1226596888117297152
[2] https://podcasts.apple.com/us/podcast/new-books-in-economics/id425187524?i=1000464104324
[1] https://usfblogs.usfca.edu/mccarthy/2020/02/07/craft-of-community-enagagement/
[1] https://usfblogs.usfca.edu/mccarthy/2020/02/13/community-engagement-through-activism/
[1] https://www.usfca.edu/mccarthy/news-and-events
[1] https://twitter.com/nytimes/status/1224115289710899201
[1] https://usfca.wd5.myworkdayjobs.com/USF_Staff
[1] https://twitter.com/cmclymer/status/1224160114061512706

Top URLs in Tweet in G9:
[6] https://aaas.confex.com/aaas/2020/meetingapp.cgi/Session/24360

Top URLs in Tweet in G10:
[13] http://www.cabdons.com/
[1] https://www.instagram.com/freddie_fiers/
[1] https://soundcloud.com/user-712749805/fresh-start-2020
[1] https://www.linkedin.com/in/lyja-stadlen-brown-75757611/
[1] https://drive.google.com/file/d/1mbz5t4Iq-uJPGDUPqOez4ypUE52-A7WT/view
[1] https://gleesongleanings.wordpress.com/2020/02/03/welcome-nicky-andrews-instruction-and-first-year-experience-librarian/

Top Domains
Top Domains in Tweet in Entire Graph:
[92] usfca.edu
[25] twitter.com
[24] qualtrics.com
[14] cabdons.com
[10] instagram.com
[9] wordpress.com
[8] jesuits.org
[6] confex.com
[5] edutopia.org
[4] facebook.com

Top Domains in Tweet in G1:
[1] usfca.edu

Top Domains in Tweet in G2:
[7] jesuits.org
[5] usfca.edu
[4] twitter.com
[3] leonardo.info
[1] cabdons.com
[1] ignatiansolidarity.net
[1] golsmedia.com
[1] tcrecord.org

Top Domains in Tweet in G3:
[14] usfca.edu
[7] wordpress.com
[5] twitter.com
[2] nytimes.com
[2] givecampus.com
[2] yale.edu
[1] fortune.com
[1] forbes.com
[1] educationdive.com
[1] sfchronicle.com

Top Domains in Tweet in G4:
[23] qualtrics.com
[1] twitter.com

Top Domains in Tweet in G5:
[4] usfca.edu

Top Domains in Tweet in G6:
[6] usfca.edu
[5] edutopia.org
[3] twitter.com
[2] edweek.org
[2] urban.org
[2] nytimes.com
[2] apa.org
[1] edsurge.com
[1] weareteachers.com
[1] edtechmagazine.com

Top Domains in Tweet in G7:
[18] usfca.edu
[2] medium.com
[1] facebook.com
[1] meetup.com
[1] twitter.com
[1] towardsdatascience.com

Top Domains in Tweet in G8:
[8] usfca.edu
[6] twitter.com
[2] apple.com
[1] myworkdayjobs.com
[1] datascienceimposters.com

Top Domains in Tweet in G9:
[6] confex.com

Top Domains in Tweet in G10:
[13] cabdons.com
[1] instagram.com
[1] soundcloud.com
[1] linkedin.com
[1] google.com
[1] wordpress.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[144] usfca
[31] cabdons
[25] donaroo2020
[19] prdvirtualconf
[14] usflaw
[14] blackhistorymonth
[14] prprofs
[13] deeplearning
[13] jesuit
[12] djcompetition



Top Hashtags in Tweet in G1:
[1] rogerstone

Top Hashtags in Tweet in G2:
[19] usfca
[12] jesuit
[10] chiefskingdom
[10] superbowlliv
[4] studyabroad
[2] usfdons
[2] donstrong
[2] usflaw
[2] aifsabroad
[1] dayofthedons

Top Hashtags in Tweet in G3:
[52] usfca
[12] usflaw
[4] usfcahealth
[3] blackhistorymonth
[2] casemethod
[2] casestudy
[2] dayofthedons
[2] gleesonlibrary
[2] usfcaiba
[2] dadsfordaughters

Top Hashtags in Tweet in G4:
[19] prdvirtualconf
[12] prprofs
[1] prdvirtualconference
[1] smprofs
[1] socialmedia
[1] pr

Top Hashtags in Tweet in G5:
[3] rohingya
[3] refugees
[2] usfca
[2] foodsovereignty
[1] china
[1] africa
[1] gambia
[1] agroecology

Top Hashtags in Tweet in G6:
[7] usfca
[3] teachers
[2] savethedate
[2] mustread
[2] vr
[1] nscw2020
[1] schoolcounselors
[1] readaloudday
[1] linkoftheday
[1] free

Top Hashtags in Tweet in G7:
[13] deeplearning
[6] datascience
[3] oscars
[3] usfca
[2] certificate
[1] sf
[1] machinelearning
[1] gradschool
[1] sanfrancisco
[1] fellowship

Top Hashtags in Tweet in G8:
[12] usfca
[3] mais
[3] isatusfca
[3] rightsofnature
[3] teawatupua
[3] progressive
[2] china
[2] africa
[2] maisusfca
[2] globus

Top Hashtags in Tweet in G9:
[9] faith
[7] aaasmtg
[4] climatechange
[4] climatescience
[4] vulnerable
[3] religious
[3] indigenous
[3] resilient
[3] climate
[1] resiliency

Top Hashtags in Tweet in G10:
[32] usfca
[30] cabdons
[24] donaroo2020
[12] djcompetition
[1] valentinesday
[1] eventbrite
[1] cabbiebirthday

Top Words
Top Words in Tweet in Entire Graph:
[371] Words in Sentiment List#1: Positive
[202] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[13695] Non-categorized Words
[14268] Total Words
[159] usfca
[143] #usfca
[111] one
[104] legal
[101] many

Top Words in Tweet in G1:
[99] one
[99] many
[99] scholastic
[99] articles
[99] condemning
[99] overuse
[99] anonymous
[99] juries
[99] rule
[99] law

Top Words in Tweet in G2:
[75] usfca
[19] usf
[18] #usfca
[18] martyrs
[15] day
[14] rockhurstu
[13] honors
[12] students
[12] shrine
[12] #jesuit

Top Words in Tweet in G3:
[52] #usfca
[16] usfca
[15] usfsom
[14] professor
[10] usflaw
[10] #usflaw
[9] william
[9] riggs
[9] transportation
[8] 2020

Top Words in Tweet in G4:
[29] aejmc_prd
[28] register
[19] #prdvirtualconf
[15] join
[13] teaching
[12] #prprofs
[12] feb
[12] panel
[11] friday
[9] week

Top Words in Tweet in G5:
[5] globus
[5] article
[3] ma
[3] student
[3] kyzarmati
[3] #rohingya
[3] #refugees
[3] bangladesh
[3] kenroth
[3] protectrohingya

Top Words in Tweet in G6:
[13] more
[12] students
[11] usfca
[9] education
[8] coronavirus
[8] safety
[8] usfca_soe
[7] reading
[7] #usfca
[7] join

Top Words in Tweet in G7:
[22] learning
[20] deep
[15] certificate
[13] #deeplearning
[11] part
[9] datainstitutesf
[7] join
[7] info
[7] datascience__
[7] course

Top Words in Tweet in G8:
[12] #usfca
[6] mccarthy
[6] san
[6] francisco
[6] check
[6] usfca
[5] next
[5] social
[5] globus
[5] josephestiglitz

Top Words in Tweet in G9:
[13] susan
[12] usfca
[11] vijaya
[11] hear
[10] baylorscience
[10] communities
[9] aaas_doser
[9] bratton
[9] nagarajanan
[9] experts

Top Words in Tweet in G10:
[32] #usfca
[30] #cabdons
[24] #donaroo2020
[16] tickets
[15] buy
[13] year
[13] headliner
[13] dj
[12] cabdons
[12] jhené

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[99] one,many
[99] many,scholastic
[99] scholastic,articles
[99] articles,condemning
[99] condemning,overuse
[99] overuse,anonymous
[99] anonymous,juries
[99] juries,rule
[99] rule,law
[99] law,legal

Top Word Pairs in Tweet in G1:
[99] one,many
[99] many,scholastic
[99] scholastic,articles
[99] articles,condemning
[99] condemning,overuse
[99] overuse,anonymous
[99] anonymous,juries
[99] juries,rule
[99] rule,law
[99] law,legal

Top Word Pairs in Tweet in G2:
[12] shrine,usfca
[12] usfca,honors
[12] #jesuit,martyrs
[10] alright,usfca
[10] usfca,weâ
[10] weâ,re
[10] re,waiting
[10] waiting,veggies
[10] veggies,vino
[10] vino,#chiefskingdom

Top Word Pairs in Tweet in G3:
[13] #usfca,usfsom
[9] william,riggs
[7] article,#usfca
[6] featured,discussing
[6] transportation,trends
[6] usfca_pr,#usfca
[5] book,dads
[5] dads,daughters
[5] daughters,fathers
[5] fathers,give

Top Word Pairs in Tweet in G4:
[9] diversity,inclusion
[8] panels,register
[8] learn,#prprofs
[8] #prprofs,lead
[8] lead,example
[8] example,increase
[8] increase,diversity
[8] inclusion,teaching
[8] teaching,register
[7] 10,12

Top Word Pairs in Tweet in G5:
[4] globus,article
[3] article,kyzarmati
[3] kyzarmati,#rohingya
[3] #rohingya,#refugees
[3] #refugees,bangladesh
[3] bangladesh,kenroth
[3] kenroth,protectrohingya
[3] protectrohingya,the_erc
[2] odande,basil
[2] basil,kenyan

Top Word Pairs in Tweet in G6:
[5] public,safety
[5] link,below
[4] santa,rosa
[4] coronavirus,updates
[4] updates,resources
[4] resources,usf
[4] usf,continues
[4] continues,learn
[4] learn,understand
[4] understand,more

Top Word Pairs in Tweet in G7:
[20] deep,learning
[13] learning,certificate
[11] certificate,part
[11] part,#deeplearning
[7] datascience__,deep
[6] info,session
[6] ethics,crisis
[5] usfca,panel
[5] panel,addressing
[5] addressing,ethics

Top Word Pairs in Tweet in G8:
[6] san,francisco
[4] nominate,next
[3] first,issue
[3] issue,globus
[3] latest,episode
[3] episode,covering
[3] covering,ton
[3] ton,topics
[3] topics,including
[3] including,social

Top Word Pairs in Tweet in G9:
[9] susan,bratton
[9] bratton,baylorscience
[9] baylorscience,vijaya
[9] vijaya,nagarajanan
[9] nagarajanan,usfca
[9] hear,experts
[9] experts,susan
[6] usfca,tasmitchell
[5] #faith,traditions
[4] usfca,briancladoosby

Top Word Pairs in Tweet in G10:
[20] #cabdons,#usfca
[14] buy,tickets
[12] #donaroo2020,headliner
[12] jhené,aiko
[11] year,#donaroo2020
[11] headliner,jhené
[11] aiko,buy
[11] tickets,#cabdons
[10] cabdons,year
[9] #usfca,#cabdons

Top Replied-To
Top Replied-To in Entire Graph:
@usfca
@belfryblues
@russell5005
@berniesanders
@blake_doremus14
@aaronfitt
@ncaacws
@joshguye
@usfmfa
@usfca_scua

Top Replied-To in G2:
@usfca
@belfryblues
@russell5005
@leonardoisast
@tamigraph
@rockhurstu

Top Replied-To in G3:
@usfca_scua

Top Replied-To in G6:
@joshguye
@usfca

Top Replied-To in G7:
@datainstitutesf
@math_rachel

Top Replied-To in G8:
@josephestiglitz

Top Replied-To in G9:
@aaas_doser

Top Mentioned
Top Mentioned in Entire Graph:
@usfca
@barnes_law
@aejmc_prd
@usfsom
@usfca_digi_coll
@gleesonlibrary
@cabdons
@rockhurstu
@usflaw
@usfca_pr

Top Mentioned in G1:
@barnes_law

Top Mentioned in G2:
@usfca
@rockhurstu
@usf_abroad
@bu_tweets
@jesuitjustice
@jesuitnews
@usfcareer
@usfca_pr
@mediathoughts

Top Mentioned in G3:
@usfca
@usfsom
@usflaw
@gleesonlibrary
@craseusf
@usfca_pr
@michelleatravis
@billyriggs
@nytimes
@usfca_digi_coll

Top Mentioned in G4:
@aejmc_prd
@sportsaejmc
@aejmc
@charlikerns
@kesutherland777
@mjkushin
@aejmcspig
@mariehardinpsu
@timothycoombs13
@jennifer_harker

Top Mentioned in G5:
@kyzarmati
@kenroth
@protectrohingya
@the_erc
@globususfca
@isatusfca
@dallahbillz
@hofrench
@seafoodsource

Top Mentioned in G6:
@usfca
@usfca_soe
@usfpublicsafety
@edutopia
@sfchronicle
@apa
@dlsusfca
@mindglowinc
@usfvotes
@activelylearn

Top Mentioned in G7:
@datainstitutesf
@datascience__
@usfca_msds
@usfca
@computerhistory
@jeremyphoward
@math_rachel
@meetup
@msarmi9
@tdatascience

Top Mentioned in G8:
@usfca
@josephestiglitz
@globususfca
@idec_usfca
@isatusfca
@usf_economics
@usfindc
@dsimposters
@us
@katiesowers

Top Mentioned in G9:
@usfca
@baylorscience
@aaas_doser
@tasmitchell
@briancladoosby
@s
@ipjcseattle

Top Mentioned in G10:
@cabdons
@usfca
@usfpublicsafety
@gleesonlibrary

Top Tweeters
Top Tweeters in Entire Graph:
@loyaltotrump
@jjmac55
@maegan_laporte
@nytimes
@robertrokdawg
@galloy_tammie
@tennesseepeggy
@nbcbayarea
@pa4taxpayers
@ckolacia

Top Tweeters in G1:
@loyaltotrump
@jjmac55
@maegan_laporte
@robertrokdawg
@galloy_tammie
@tennesseepeggy
@pa4taxpayers
@ckolacia
@idawhannadoyou
@weldtowrite

Top Tweeters in G2:
@stunnaman02
@golsmediasports
@catholicnewssvc
@sfgiants
@igsolidaritynet
@hey_dahlface
@urbanstomach
@jesuitcolleges
@amarychristmas
@mattmnazario

Top Tweeters in G3:
@nytimes
@nbcbayarea
@forbes
@planetizen
@melissacolorado
@danpfeiffer
@itweetusf
@wikipedia
@shawncalhoun
@michaelmgoldman

Top Tweeters in G4:
@kfreberg
@juanandrerincon
@adriwall
@aejmc
@laurnsmith
@drsmadden
@mitchellfriedmn
@kenonabrown
@ginaluttrell
@rocford

Top Tweeters in G5:
@ewestaway
@rohingya_update
@bbcafrica
@hofrench
@refugees
@kenroth
@frontlinepbs
@opensociety
@foodsovereigngh
@seafoodsource

Top Tweeters in G6:
@sfchronicle
@callinguout7
@edsurge
@edutopia
@insidehighered
@adriennemaree
@hidoe808
@apa
@pier39
@usfca_soe

Top Tweeters in G7:
@datascience__
@hubofml
@iethics
@jeremyphoward
@stefihane
@annkspencer
@bantamcitygames
@lazybot6
@tdatascience
@gavaskart1996

Top Tweeters in G8:
@leftybotty
@acidmartini
@davidmsilver
@datascibot
@us
@usf_ltmc
@usf_economics
@dsimposters
@dallahbillz
@katiesowers

Top Tweeters in G9:
@anthrofuentes
@judithburstyn
@aaas_doser
@aaasmeetings
@rob_o_malley
@astillwellphd
@scipak_es
@lilah_sloane
@tasmitchell
@clbaxt

Top Tweeters in G10:
@shenery2
@saint_jpablo
@muhbahnigg
@jelissaxcecile
@rosinegarcia
@francyst_
@cabdons
@diiannado
@goteamusf
@sp3llas


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