#ASA19, Twitter, 8/11/2019 4:02:56 PM, 206411


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#ASA19_2019-08-11_08-26-30.xlsx
#ASA19_2019-08-11_08-26-30.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 11, 2019
Short Description:
#ASA19 via NodeXL http://bit.ly/2N57Pov
@asanews
@fetner
@smandpbot
@citeblackwomen
@umnsociology
@conradhackett
@jflo1268
@freedenoeur
@asa_religion
@notrightruth

Top hashtags:
#asa19
#asa2019
#soctwitter
#citeblackwomen
#sociology
#abs19
#sssp19
#sssp2019

Description:
Description
The graph represents a network of 2,189 Twitter users whose recent tweets contained "#ASA19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 11 August 2019 at 15:29 UTC.

The tweets in the network were tweeted over the 9-day, 0-hour, 44-minute period from Friday, 02 August 2019 at 14:41 UTC to Sunday, 11 August 2019 at 15:26 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 : 2189
Unique Edges : 6035
Edges With Duplicates : 3344
Total Edges : 9379
Self-Loops : 1373
Reciprocated Vertex Pair Ratio : 0.0723847297967278
Reciprocated Edge Ratio : 0.134997688395747
Connected Components : 134
Single-Vertex Connected Components : 101
Maximum Vertices in a Connected Component : 1977
Maximum Edges in a Connected Component : 9099
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.698319
Graph Density : 0.00135482965767845
Modularity : 0.408486
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[67] https://www.pewresearch.org/fact-tank/2018/11/13/despite-recent-violence-chicago-far-from-u-s-murder-capital/
[12] https://www.signupgenius.com/go/8050945acaf23a7ff2-graduate
[11] http://s4tj.com/gender-inclusive-bathrooms-at-asa19-in-new-york-city/
[9] https://twitter.com/thePhDandMe/status/1159824081895796736
[8] https://twitter.com/npr/status/1160526543808081921
[8] http://s4tj.com/asa19-program-schedule-trans-nonbinary-intersex-related-events/
[7] https://www.bitbybitbook.com/en/teaching/
[7] https://twitter.com/jasonorne/status/1159839695938867200
[6] https://www.utpjournals.press/freetoread
[6] https://twitter.com/fabiorojas/status/1159888896714579968

Top URLs in Tweet in G1:
[12] https://www.signupgenius.com/go/8050945acaf23a7ff2-graduate
[10] http://s4tj.com/gender-inclusive-bathrooms-at-asa19-in-new-york-city/
[6] http://s4tj.com/asa19-program-schedule-trans-nonbinary-intersex-related-events/
[5] https://twitter.com/thePhDandMe/status/1159824081895796736
[5] https://soundcloud.com/sociopodcasts/neda-maghbouleh-on-iranian-americans-and-whiteness
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206258
[5] https://twitter.com/fetner/status/1159102280546828294
[5] https://twitter.com/fabiorojas/status/1159888896714579968
[4] https://twitter.com/npr/status/1160526543808081921
[3] https://twitter.com/Dr_B_Pearl/status/1155993484207120385

Top URLs in Tweet in G2:
[7] https://www.bitbybitbook.com/en/teaching/
[4] https://twitter.com/jasonorne/status/1159839695938867200
[3] https://twitter.com/prairiedogking/status/1158085240973332486
[3] https://www.asanet.org/annual-meeting-2019/program-information
[3] https://www.insidehighered.com/advice/2019/08/09/tips-getting-most-out-academic-conference-opinion?utm_source=Inside+Higher+Ed&utm_campaign=48316dadd9-DNU_2019_COPY_01&utm_medium=email&utm_term=0_1fcbc04421-48316dadd9-197617553&mc_cid=48316dadd9&mc_eid=ca47e66404
[3] https://press.princeton.edu/titles/17204.html
[3] https://convention2.allacademic.com/one/asa/asa19/index.php?program_focus=view_session&selected_session_id=1512807&cmd=online_program_direct_link&sub_action=online_program
[2] https://twitter.com/natlofficeofakd/status/1159903452992065536
[2] https://twitter.com/david_arditi/status/1159462525420941312
[2] https://www.asanet.org/annual-meeting-2019

Top URLs in Tweet in G3:
[4] https://tinyurl.com/y2lw7xwj
[2] https://twitter.com/joannabperez/status/1160207417705209856
[2] https://soundcloud.com/sociopodcasts/has-postmodernism-taken-over-sociologyv
[2] https://comurb.org/2019/06/26/cuss-2019-pre-conference-inequalities-and-social-justice-in-the-21st-century/
[2] http://tinyurl.com/y4cu3lbw
[2] https://twitter.com/npr/status/1160526543808081921
[2] https://twitter.com/JessicaCalarco/status/1160166267157975045
[2] https://twitter.com/sjccorn/status/1159934081846644736
[2] http://www.blogtalkradio.com/redirect.aspx?page=show&id=11458433
[2] https://twitter.com/MaryChayko/status/1159481729389924360

Top URLs in Tweet in G4:
[2] https://twitter.com/thePhDandMe/status/1159824081895796736
[2] https://twitter.com/micheleleekoz/status/1160295537565941762
[2] https://twitter.com/bpmartinez_/status/1159973410455379970
[1] https://twitter.com/CivicSociology/status/1159175679243517952
[1] https://www.ucpress.edu/blog/46048/what-does-civic-sociology-mean-to-you-a-qa-with-civic-sociology-associate-editor-rhiannon-leebrick/
[1] https://www.ucpress.edu/blog/46108/we-cannot-afford-to-not-think-about-our-responsibility-as-social-scientists-a-qa-with-civic-sociology-associate-editor-elisabeth-becker/
[1] https://www.ucpress.edu/blog/45316/award-winning-authors-and-books-at-asa-2019/
[1] https://www.ucpress.edu/blog/45875/from-marginalization-to-meaning-how-women-living-with-hiv-aids-fight-for-social-justice/
[1] https://www.ucpress.edu/blog/46100/civic-sociology-associate-editor-siobhan-mcandrew-on-what-civic-sociology-means-to-me/
[1] https://www.ucpress.edu/blog/43889/breaking-the-silence-harassment/

Top URLs in Tweet in G5:
[2] https://twitter.com/pewmethods/status/1159873473990287360
[1] https://convention2.allacademic.com/one/asa/asa19/index.php?program_focus=browse_by_sub_unit_submissions&selected_sub_unit_id=61916&cmd=online_program_direct_link&sub_action=online_program
[1] https://soci.air.arts.ubc.ca/ubc-sociology-the-2019-asa-conference/
[1] https://convention2.allacademic.com/one/asa/asa19/index.php?cmd=Online+Program+View+Paper&selected_paper_id=1512538&PHPSESSID=ighjc1tc8hu9muit4gie6f2320
[1] https://wavve.link/tinapp
[1] https://www.asanet.org/news-events/footnotes/jun-jul-aug-2019/features/2019-asa-award-recipients
[1] https://twitter.com/isheinheit/status/1159593057202950144
[1] https://www.groupprocesses.com/program
[1] https://twitter.com/ASAnews/status/1159808540925673472
[1] https://twitter.com/cheng_christine/status/1109027320126423042

Top URLs in Tweet in G6:
[1] https://www.nytimes.com/2018/11/08/obituaries/devah-pager-dead.html
[1] https://apply.interfolio.com/64726
[1] https://twitter.com/heather_curtis7/status/1157376121329147904
[1] https://twitter.com/kdrastegar/status/1159463791563890689
[1] https://twitter.com/prairiedogking/status/1158085240973332486
[1] http://getalifephd.blogspot.com/2011/04/how-to-give-fabulous-academic.html
[1] https://www.32auctions.com/BNHRauction
[1] https://twitter.com/praxishabitus/status/1159232593872769026
[1] https://www.tandfonline.com/doi/full/10.1080/23251042.2019.1624002?cookieSet=1
[1] https://twitter.com/mongabay/status/1159250382985543680

Top URLs in Tweet in G7:
[65] https://www.pewresearch.org/fact-tank/2018/11/13/despite-recent-violence-chicago-far-from-u-s-murder-capital/
[1] https://www.pewforum.org/2019/01/31/religions-relationship-to-happiness-civic-engagement-and-health-around-the-world/

Top URLs in Tweet in G8:
[3] https://twitter.com/FastCapitalism/status/1155672451323482112
[3] https://blog.uta.edu/digitaldialectic/2019/08/05/dialectic-of-digital-culture-at-the-american-sociological-association-conference/#.XUhINMWansk.twitter
[2] https://blog.uta.edu/digitaldialectic/
[1] https://twitter.com/chrisuggen/status/1160546916377268232
[1] https://twitter.com/praxishabitus/status/1160536235582078978
[1] https://t.e2ma.net/webview/zw5lec/e1506e193bdc35db2e4a2d25e41e0c63
[1] https://rowman.com/ISBN/9781538107928
[1] http://s4tj.com/gender-inclusive-bathrooms-at-asa19-in-new-york-city/
[1] http://convention2.allacademic.com/one/asa/asa19/index.php?program_focus=view_session&selected_session_id=1533468&cmd=online_program_direct_link&sub_action=online_program
[1] https://fastcapitalism.journal.library.uta.edu/index.php/fastcapitalism

Top URLs in Tweet in G9:
[2] https://twitter.com/NotRightRuth/status/1160168541187903488
[1] https://twitter.com/NotRightRuth/status/1160289345527570433
[1] http://s4tj.com/asa19-program-schedule-trans-nonbinary-intersex-related-events/
[1] http://4intersex.org/
[1] https://twitter.com/leclainchepiel/status/1159328615567433728
[1] https://twitter.com/NotRightRuth/status/1160305193268973568
[1] https://twitter.com/DiaJAndrews1/status/1160168159296524288

Top URLs in Tweet in G10:
[1] https://soundcloud.com/sociopodcasts/kieran-healy-on-nuanced-theory
[1] https://kieranhealy.org/files/papers/soc-social-media.pdf
[1] https://twitter.com/JessicaCalarco/status/1082798624436817920
[1] https://roguecheerios.com/2013/08/05/surviving-and-thriving-at-the-annual-academic-meeting/
[1] https://twitter.com/FromPhDtoLife/status/1159841264474312706
[1] https://local.fedex.com/ny/new-york/office-5051/
[1] https://newyork.cbslocal.com/video/4142122-travelers-warned-about-heavy-traffic-surrounding-laguardia-airport/
[1] https://twitter.com/its_Serrano/status/1156684831524151296
[1] https://action.donaldjtrump.com/census-2020-survey/?utm_medium=ad&utm_source=dp_fb&utm_campaign=20190712_na_survey_djt_tmagacpros_ocpmycr_bh_audience0123_creative01192_copy00644_us_b_18-65_nf_all_na_lp0073_acq_conversion_static_16_9_na&utm_content=pol
[1] https://twitter.com/e_hernandez8/status/1159122951729532928

Top Domains
Top Domains in Tweet in Entire Graph:
[286] twitter.com
[67] pewresearch.org
[32] allacademic.com
[29] soundcloud.com
[19] s4tj.com
[14] asanet.org
[12] utpjournals.press
[12] signupgenius.com
[11] ucpress.edu
[11] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[112] twitter.com
[24] soundcloud.com
[16] s4tj.com
[12] signupgenius.com
[11] nodexlgraphgallery.org
[7] allacademic.com
[6] google.com
[3] insidehighered.com
[3] nyu.edu
[3] rowman.com

Top Domains in Tweet in G2:
[27] twitter.com
[10] allacademic.com
[8] asanet.org
[8] princeton.edu
[7] bitbybitbook.com
[3] insidehighered.com
[3] umich.edu
[3] change.org
[2] npr.org
[2] co.uk

Top Domains in Tweet in G3:
[40] twitter.com
[9] tinyurl.com
[7] allacademic.com
[3] soundcloud.com
[3] instagram.com
[2] comurb.org
[2] blogtalkradio.com
[1] asafamilysection.com
[1] weebly.com
[1] 32auctions.com

Top Domains in Tweet in G4:
[33] twitter.com
[10] ucpress.edu
[4] instagram.com
[3] allacademic.com
[1] sup.org
[1] pewresearch.org
[1] amazon.com
[1] richardtaittinger.com
[1] google.com
[1] civicsociology.org

Top Domains in Tweet in G5:
[7] twitter.com
[3] allacademic.com
[1] ubc.ca
[1] wavve.link
[1] asanet.org
[1] groupprocesses.com
[1] core-apps.com
[1] rothys.com
[1] worldliteraturetoday.org
[1] humanist-sociology.org

Top Domains in Tweet in G6:
[5] twitter.com
[1] nytimes.com
[1] interfolio.com
[1] blogspot.com
[1] 32auctions.com
[1] tandfonline.com

Top Domains in Tweet in G7:
[65] pewresearch.org
[1] pewforum.org

Top Domains in Tweet in G8:
[6] uta.edu
[5] twitter.com
[1] e2ma.net
[1] rowman.com
[1] s4tj.com
[1] allacademic.com

Top Domains in Tweet in G9:
[6] twitter.com
[1] s4tj.com
[1] 4intersex.org

Top Domains in Tweet in G10:
[7] twitter.com
[1] soundcloud.com
[1] kieranhealy.org
[1] roguecheerios.com
[1] fedex.com
[1] cbslocal.com
[1] donaldjtrump.com
[1] allacademic.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4053] asa19
[247] asa2019
[179] soctwitter
[171] citeblackwomen
[127] sociology
[73] abs19
[45] sssp19
[36] sssp2019
[30] frontoftheroom
[29] nyc



Top Hashtags in Tweet in G1:
[1568] asa19
[143] citeblackwomen
[104] asa2019
[96] soctwitter
[53] abs19
[28] sociology
[27] jts19
[22] sssp2019
[22] asasexandgender
[21] sssp19

Top Hashtags in Tweet in G2:
[410] asa19
[26] soctwitter
[20] asa2019
[18] sociology
[8] phd
[7] citeblackwomen
[7] compsci
[7] socialsci
[6] mediasociology
[5] qualitative

Top Hashtags in Tweet in G3:
[520] asa19
[51] asa2019
[17] soctwitter
[7] asa19challenge
[6] nyc
[4] citeblackwomen
[4] latinoreception
[3] sssp19
[3] asadisability
[3] gentrification

Top Hashtags in Tweet in G4:
[369] asa19
[26] frontoftheroom
[21] crookcounty
[20] asa2019
[15] sociology
[9] remakingalife
[9] abs19
[9] akd
[7] citeblackwomen
[6] soctwitter

Top Hashtags in Tweet in G5:
[123] asa19
[5] sssp19
[4] asa2019
[3] abs19
[3] someone
[2] sssi2019
[2] aom2019
[2] mightycwi
[1] teachsoc
[1] podcast

Top Hashtags in Tweet in G6:
[60] asa19
[2] asa2019
[2] nyc
[1] citeblackwomen
[1] sssp2019
[1] author
[1] newbook

Top Hashtags in Tweet in G7:
[66] asa19
[1] asr19

Top Hashtags in Tweet in G8:
[88] asa19
[34] sociology
[5] lexingtonbooks
[5] soctwitter
[4] asa2019
[2] asa
[1] publicsociology
[1] citizenoutsider
[1] asasexandgender
[1] lifetips

Top Hashtags in Tweet in G9:
[201] asa19
[6] hegemonicmasculinity
[6] religionbeyondthebinary
[5] genderneutralpronouns
[4] teachingandlearning
[1] frenchdelegation

Top Hashtags in Tweet in G10:
[73] asa19
[14] apa2019
[5] asa2019
[3] nyc
[3] nonac
[3] beyondprof
[3] elcacwa
[2] publicsociology
[2] withaphd
[2] altac

Top Words
Top Words in Tweet in Entire Graph:
[5273] Words in Sentiment List#1: Positive
[2235] Words in Sentiment List#2: Negative
[16] Words in Sentiment List#3: Angry/Violent
[141712] Non-categorized Words
[149225] Total Words
[5281] #asa19
[721] sociology
[535] asanews
[511] new
[502] out

Top Words in Tweet in G1:
[2056] #asa19
[326] sociology
[257] hilton
[254] #citeblackwomen
[254] t
[204] work
[204] wifi
[201] black
[199] #asa2019
[199] s

Top Words in Tweet in G2:
[505] #asa19
[121] asanews
[84] sociology
[69] research
[62] 30
[58] new
[53] session
[48] conference
[48] 10
[46] 8

Top Words in Tweet in G3:
[700] #asa19
[116] 30
[110] 10
[104] session
[74] #asa2019
[71] asanews
[69] sociology
[68] out
[65] panel
[60] sheraton

Top Words in Tweet in G4:
[505] #asa19
[58] 30
[55] come
[54] sociology
[53] new
[53] out
[51] sociologists
[50] s
[49] #asa2019
[47] session

Top Words in Tweet in G5:
[123] #asa19
[18] nyc
[14] new
[11] m
[11] sociology
[10] out
[10] see
[10] looking
[10] s
[8] conference

Top Words in Tweet in G6:
[115] #asa19
[66] sociologists
[58] part
[55] race
[54] new
[49] colonialism
[47] hiring
[46] tufts
[46] fall
[46] studies

Top Words in Tweet in G7:
[67] #asa19
[65] murders
[65] nyc
[65] 292
[65] 2017
[65] 2
[65] 245
[65] 1990
[4] religion
[4] report

Top Words in Tweet in G8:
[134] #asa19
[58] asanews
[48] dr
[36] #sociology
[35] out
[35] msu_socsci
[31] books
[29] sociology
[27] gender
[26] lexington

Top Words in Tweet in G9:
[280] #asa19
[133] intersex
[97] people
[76] gender
[42] session
[35] bodies
[33] alexander
[33] davis
[32] black
[29] costello

Top Words in Tweet in G10:
[96] #asa19
[27] book
[26] under
[21] one
[18] t
[17] conference
[16] market
[16] department
[15] don
[15] forget

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[265] #asa19,#asa2019
[203] check,out
[184] new,york
[149] black,women
[121] pro,tip
[120] grad,students
[117] #asa19,hilton
[115] wifi,passwords
[115] hilton,meeting
[115] password,asanewyork19

Top Word Pairs in Tweet in G1:
[124] black,women
[116] #asa19,#asa2019
[86] grad,students
[83] check,out
[82] new,york
[70] #asa19,hilton
[68] wifi,passwords
[68] passwords,#asa19
[68] hilton,wifi
[68] wifi,hilton

Top Word Pairs in Tweet in G2:
[40] big,data
[28] 30,10
[24] 8,30
[22] citams_asa,#asa19
[21] data,research
[20] #asa19,session
[19] session,big
[19] data,mixed
[19] mixed,methods
[18] #asa19,asanews

Top Word Pairs in Tweet in G3:
[51] #asa19,#asa2019
[30] k_barberphd,amin_ghaziani
[30] amin_ghaziani,gcristinamora
[30] gcristinamora,professorwherry
[30] ucsc,greggormattson
[29] 8,30
[28] check,out
[27] 2,30
[25] 12,30
[25] professorwherry,ucsc

Top Word Pairs in Tweet in G4:
[40] #asa19,#asa2019
[27] #asa19,#frontoftheroom
[23] #asa19,#sociology
[20] check,out
[19] sociologists,those
[19] those,assigning
[19] assigning,#crookcounty
[19] #crookcounty,lectures
[19] lectures,seminars
[19] seminars,thank

Top Word Pairs in Tweet in G5:
[8] looking,forward
[7] way,#asa19
[5] new,york
[5] nyc,#asa19
[4] check,out
[4] #asa19,nyc
[3] out,#asa19
[3] m,excited
[3] #asa19,weekend
[3] #asa19,#sssp19

Top Word Pairs in Tweet in G6:
[44] sociologists,new
[44] new,tufts
[44] tufts,department
[44] department,studies
[44] studies,race
[44] race,colonialism
[44] colonialism,diaspora
[44] diaspora,hiring
[44] hiring,four
[44] four,faculty

Top Word Pairs in Tweet in G7:
[65] murders,nyc
[65] nyc,292
[65] 292,2017
[65] 2017,2
[65] 2,245
[65] 245,1990
[65] 1990,#asa19
[2] leading,religion
[2] religion,health
[2] health,experts

Top Word Pairs in Tweet in G8:
[36] #asa19,#sociology
[35] asanews,#asa19
[35] #sociology,msu_socsci
[26] lexington,books
[19] check,out
[19] #asa19,#asa2019
[17] out,book
[16] go,check
[16] book,families
[16] families,matter

Top Word Pairs in Tweet in G9:
[37] intersex,people
[19] intersex,studies
[19] black,intersex
[19] e,g
[17] intersex,bodies
[16] gender,neutral
[14] alishia,alexander
[13] new,york
[12] #asa19,session
[12] neutral,pronouns

Top Word Pairs in Tweet in G10:
[15] don,t
[13] tt,tenured
[13] tenured,academics
[13] academics,headed
[13] headed,#asa19
[13] #asa19,#apa2019
[13] #apa2019,don
[13] t,forget
[13] forget,kind
[13] kind,generous

Top Replied-To
Top Replied-To in Entire Graph:
@k_barberphd
@georgiann_davis
@ashleytrubin
@asanews
@manthonyhunter
@citams_asa
@brisunipress
@ksusociology
@mgpineau
@carlashedd

Top Replied-To in G1:
@ksusociology
@asa_religion
@georgiann_davis
@tressiemcphd
@drbrutuspowers
@mgpineau
@drkittygirl
@_yvonnechen
@mikepaulmurphy
@k_barberphd

Top Replied-To in G2:
@citams_asa
@brisunipress
@stevenwangyd
@msalganik
@asanews
@rebeccakreitzer
@prof_gracekao
@jessicascott09
@sbattle__
@ashleyshoo

Top Replied-To in G3:
@k_barberphd
@asanews
@ranitaray1
@pallavib
@carlashedd
@englandpaula
@femsocsun
@eidlin
@soclawsection
@mgpineau

Top Replied-To in G4:
@ashleytrubin
@manthonyhunter
@carlashedd
@eeahrend
@ranitaray1
@rggonzales1
@jessicascott09
@mgpineau
@jflo1268
@nedasoc

Top Replied-To in G8:
@david_arditi
@george_berry
@marychayko
@nmackend
@priscillaaah___
@jjchinnpop

Top Replied-To in G9:
@georgiann_davis
@notrightruth
@marioluissmall
@ryanumass
@alansmartino
@nowimcarol

Top Mentioned
Top Mentioned in Entire Graph:
@asanews
@asa_religion
@alwaystheself
@tressiemcphd
@jessicacalarco
@asreligion
@citams_asa
@absociologists
@thephdandme
@amin_ghaziani

Top Mentioned in G1:
@asanews
@asa_religion
@asreligion
@alwaystheself
@tressiemcphd
@thephdandme
@familyunequal
@zakiyaluna
@rd_flowers
@profsassy

Top Mentioned in G2:
@asanews
@citams_asa
@msalganik
@marioluissmall
@cyberlyra
@sarah_brayne
@e_crahan
@seattlesquinn
@daniel_laurison
@angelechristin

Top Mentioned in G3:
@asanews
@ucsc
@amin_ghaziani
@professorwherry
@gcristinamora
@greggormattson
@claytonchirping
@coffeebaseball
@jessicacalarco
@nusociology

Top Mentioned in G4:
@asanews
@ucpress
@stanfordpress
@absociologists
@alwaystheself
@cunygcsociology
@punishment_crn
@jgo34
@gc_cuny
@drvictorrios

Top Mentioned in G5:
@excellent_012
@add_health

Top Mentioned in G6:
@tanyaboza
@profe_falcon
@abregoleisy
@direyes29
@envirosocasa
@sinikkaelliott
@nyupress
@absociologists
@gildalochoa1
@asalatsoc

Top Mentioned in G8:
@asanews
@msu_socsci
@rlpgbooks
@jlmiller516
@digitaldialect1
@courtneyatlex
@roberts_nancy
@jtepperlex
@ec2183
@jsumerau

Top Mentioned in G9:
@interact_adv
@asadisability
@drkittygirl
@teaching_soc
@jpberthet
@tristenkade
@drsophieyates
@georgiann_davis
@notrightruth
@ryanumass

Top Mentioned in G10:
@asanews
@asastudentforum
@sssp1org
@alwaystheself
@kjhealy
@rglweiner

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@chidambara09
@raja1260
@sueleugers
@shalisa_renee
@jhamby
@bwolmers
@nytimes
@pfanderson
@jsno_buni

Top Tweeters in G1:
@delta
@shalisa_renee
@nembotavy_0101
@anthoknees
@tressiemcphd
@thedotp
@aldavoodi
@saragoldrickrab
@ghostcatlady
@sql_handle

Top Tweeters in G2:
@chidambara09
@bwolmers
@starfishncoffee
@entwistletx
@raulpacheco
@amtrak
@drpetra
@alanmcbride
@technojederbig
@civiltwitbot

Top Tweeters in G3:
@jeffsonstein
@bigdatabatman
@drdaveobrien
@jacremes
@margymaclibrary
@meredithdclark
@queer_spice
@asamhollywood1
@robertcottojr
@cvharquail

Top Tweeters in G4:
@ibjiyongi
@sothiachhoeum2
@prisonculture
@blackvoices
@jessicascott09
@decolonialblack
@worldprofessor
@glossaria
@lewisjmiles
@tanyadomi

Top Tweeters in G5:
@professorisin
@insurgent_prof
@krisvelasco8
@evey930
@jess_buthuman
@susanandrus
@letisha122
@carolinebrooks8
@holdsher
@ajmuhammad3

Top Tweeters in G6:
@letmicahdown
@dreamtimedrinne
@thevaginalist
@dradambanks
@palmtreesngz
@beckygmartinez
@robinlturnerphd
@acaciaego
@mtloveland
@aram

Top Tweeters in G7:
@jhamby
@marizsmn
@gonzalobarria
@kujakupoet
@living400lbs
@speitsch
@lexhoogduin
@hiltonholloway
@rhys_needham
@ophirgottlieb

Top Tweeters in G8:
@adriela95
@diana_h
@iamsubversive
@chasescalendar
@drliansi
@mrrdpierce
@hydrolmwangi
@jackmonell
@umd_cri
@wizdomisms

Top Tweeters in G9:
@limecello
@fgh22gill
@christineburns
@geographconcept
@safarazzz
@cordybr
@chican3ry
@finn_mackay
@nowimcarol
@chris_a_w

Top Tweeters in G10:
@surlyurbanist
@joe_fru
@daniellarison
@dccc_phd
@_eleanorina
@conjuringwoman
@cslaughter
@pastorjoelle
@nick_lalone
@juanandrerincon


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