#ASA19, Twitter, 8/12/2019 5:04:44 PM, 206529


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#ASA19_2019-08-12_08-38-42.xlsx
#ASA19_2019-08-12_08-38-42.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 12, 2019
Short Description:
#ASA19 via NodeXL http://bit.ly/2YJhEiL
@smandpbot
@asanews
@tressiemcphd
@ruha9
@citeblackwomen
@fetner
@jflo1268
@conradhackett
@notrightruth
@umnsociology

Top hashtags:
#asa19
#citeblackwomen
#asa2019
#soctwitter
#sociology
#abs19
#sssp19
#asr19
#crookcounty

Description:
Description
The graph represents a network of 3,039 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 Monday, 12 August 2019 at 16:13 UTC.

The tweets in the network were tweeted over the 9-day, 0-hour, 44-minute period from Saturday, 03 August 2019 at 14:54 UTC to Monday, 12 August 2019 at 15:38 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 : 3039
Unique Edges : 9007
Edges With Duplicates : 6567
Total Edges : 15574
Self-Loops : 1904
Reciprocated Vertex Pair Ratio : 0.0685509386205442
Reciprocated Edge Ratio : 0.128306356099487
Connected Components : 125
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 2837
Maximum Edges in a Connected Component : 15312
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.445345
Graph Density : 0.00109742970525152
Modularity : 0.369846
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[77] https://www.pewresearch.org/fact-tank/2018/11/13/despite-recent-violence-chicago-far-from-u-s-murder-capital/
[42] https://gendersociety.wordpress.com/2019/06/04/does-sociology-silence-black-women/
[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/ajacfrost/status/1160624092455886848
[8] https://twitter.com/ruha9/status/1160567952309202944
[8] https://twitter.com/npr/status/1160526543808081921
[8] http://s4tj.com/asa19-program-schedule-trans-nonbinary-intersex-related-events/
[7] https://soundcloud.com/sociopodcasts/neda-maghbouleh-on-iranian-americans-and-whiteness

Top URLs in Tweet in G1:
[32] https://gendersociety.wordpress.com/2019/06/04/does-sociology-silence-black-women/
[5] https://twitter.com/ruha9/status/1160567952309202944
[5] https://twitter.com/jasonorne/status/1159839695938867200
[4] https://www.citeblackwomencollective.org/
[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://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
[3] https://books.emeraldinsight.com/page/series-detail/Emerald-Studies-in-Reproduction-Culture-and-Society/
[3] https://hrs.isr.umich.edu/sites/default/files/biblio/2019%20ASA%20Sessions%20by%20Date.pdf
[3] https://sase.org/news/economic-sociology-sessions-at-asa-2019/

Top URLs in Tweet in G2:
[12] https://www.signupgenius.com/go/8050945acaf23a7ff2-graduate
[5] https://twitter.com/ajacfrost/status/1160624092455886848
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206258
[5] http://theconversation.com/americans-support-for-immigration-is-at-record-highs-but-the-government-is-out-of-sync-with-their-views-121215
[5] https://twitter.com/fabiorojas/status/1159888896714579968
[4] https://soundcloud.com/sociopodcasts/neda-maghbouleh-on-iranian-americans-and-whiteness
[4] https://twitter.com/fetner/status/1159102280546828294
[4] https://press.princeton.edu/titles/17204.html
[3] https://soundcloud.com/sociopodcasts/clayton-childress-on-the-life-of-books
[3] https://twitter.com/megafauna/status/1156980047112232960

Top URLs in Tweet in G3:
[9] https://twitter.com/thePhDandMe/status/1159824081895796736
[6] https://gendersociety.wordpress.com/2019/06/04/does-sociology-silence-black-women/
[5] https://twitter.com/npr/status/1160526543808081921
[4] http://s4tj.com/gender-inclusive-bathrooms-at-asa19-in-new-york-city/
[3] https://twitter.com/ruha9/status/1160567952309202944
[3] https://twitter.com/chrisuggen/status/1160546916377268232
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206411
[3] https://tinyurl.com/y2lw7xwj
[3] https://twitter.com/kianacoxphd/status/1160323210489016320
[3] https://twitter.com/Dr_B_Pearl/status/1155993484207120385

Top URLs in Tweet in G4:
[6] https://www.bitbybitbook.com/en/teaching/
[3] http://tinyurl.com/y4cu3lbw
[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
[3] https://twitter.com/brandoncgorman/status/1151126090263465984
[2] https://tinyurl.com/y2lw7xwj
[2] http://tinyurl.com/y4mv7sqr
[2] https://twitter.com/squazzoni/status/1160647634941554688
[2] https://blog.uta.edu/digitaldialectic/
[2] https://tweetdeck.twitter.com

Top URLs in Tweet in G5:
[3] https://twitter.com/david_arditi/status/1159462525420941312
[2] https://twitter.com/natlofficeofakd/status/1159903452992065536
[1] https://www.instagram.com/p/B03csB2APf_/?igshid=rlzfjra4ju6i
[1] https://twitter.com/soc_gal/status/1159111376553566208
[1] https://twitter.com/CITAMS_ASA/status/1159222484388012033
[1] http://convention2.allacademic.com/one/asa/asa19/index.php?program_focus=view_session&selected_session_id=1481367&cmd=online_program_direct_link&sub_action=online_program
[1] https://twitter.com/witwhat/status/1159442427117277184?s=21
[1] https://twitter.com/berksongold/status/1160240926918361088?s=21
[1] https://jasonasmithsoc.com/
[1] https://twitter.com/i/events/1160350323879239680

Top URLs in Tweet in G6:
[4] http://s4tj.com/asa19-program-schedule-trans-nonbinary-intersex-related-events/
[3] https://twitter.com/ericachito/status/1160568094546366465
[2] https://twitter.com/NotRightRuth/status/1160168541187903488
[2] http://s4tj.com/gender-inclusive-bathrooms-at-asa19-in-new-york-city/
[2] https://www.asanet.org/annual-meeting-2019
[1] https://twitter.com/NotRightRuth/status/1160289345527570433
[1] https://twitter.com/NotRightRuth/status/1160892031977304064
[1] https://twitter.com/NotRightRuth/status/1160296711706894342
[1] https://paulinepark.com/proto-transgenderal-homoerotic-traditions-in-asia-the-pacific/
[1] http://4intersex.org/

Top URLs in Tweet in G7:
[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://wavve.link/tinapp
[1] https://twitter.com/isheinheit/status/1159593057202950144
[1] https://twitter.com/ASAnews/status/1159808540925673472
[1] https://twitter.com/cheng_christine/status/1109027320126423042
[1] https://convention2.allacademic.com//one/asa/asa19/
[1] http://app.core-apps.com/asa2019/redirect?path=event%3Fevent=bf7cd981ef214b2be1b592c6c4fc3077
[1] https://share.rothys.com/x/5iARMT

Top URLs in Tweet in G8:
[75] 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 G9:
[1] https://twitter.com/emannphd/status/1160565194566918144
[1] https://twitter.com/emannphd/status/1139591312297156608
[1] https://twitter.com/kendra_bischoff/status/1158735467950612480
[1] https://twitter.com/KiaraNerenberg/status/1160569477936898049
[1] https://twitter.com/DelSchilling/status/1159260098520387584
[1] https://twitter.com/LindaQuirke/status/1109638281166237697
[1] https://www.exeley.com/exeley/journals/journal_of_social_structure/20/3/pdf/10.21307_joss-2019-003.pdf
[1] https://www.asanet.org/annual-meeting-2019/sociology-practice-settings-symposium
[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/EricKlinenberg/status/1159797168066240512

Top URLs in Tweet in G10:
[1] https://twitter.com/Heather_Curtis7/status/1157376121329147904
[1] https://www.pewresearch.org/fact-tank/2018/11/13/despite-recent-violence-chicago-far-from-u-s-murder-capital/

Top Domains
Top Domains in Tweet in Entire Graph:
[414] twitter.com
[77] pewresearch.org
[44] soundcloud.com
[44] wordpress.com
[32] allacademic.com
[19] s4tj.com
[18] asanet.org
[14] utpjournals.press
[14] nodexlgraphgallery.org
[13] tinyurl.com

Top Domains in Tweet in G1:
[60] twitter.com
[32] wordpress.com
[13] allacademic.com
[9] asanet.org
[5] citeblackwomencollective.org
[4] insidehighered.com
[4] umich.edu
[4] routledge.com
[3] s4tj.com
[3] co.uk

Top Domains in Tweet in G2:
[112] twitter.com
[30] soundcloud.com
[12] signupgenius.com
[10] nodexlgraphgallery.org
[9] princeton.edu
[5] theconversation.com
[5] allacademic.com
[4] rowman.com
[3] s4tj.com
[3] wordpress.com

Top Domains in Tweet in G3:
[133] twitter.com
[12] ucpress.edu
[11] soundcloud.com
[7] wordpress.com
[6] google.com
[6] s4tj.com
[4] nodexlgraphgallery.org
[4] allacademic.com
[3] tinyurl.com
[3] springer.com

Top Domains in Tweet in G4:
[30] twitter.com
[9] tinyurl.com
[6] allacademic.com
[6] uta.edu
[6] bitbybitbook.com
[4] instagram.com
[2] wordpress.com
[2] rowman.com
[1] asafamilysection.com
[1] comurb.org

Top Domains in Tweet in G5:
[18] twitter.com
[2] instagram.com
[2] allacademic.com
[1] jasonasmithsoc.com
[1] groupprocesses.com

Top Domains in Tweet in G6:
[14] twitter.com
[6] s4tj.com
[2] asanet.org
[2] instagram.com
[1] paulinepark.com
[1] 4intersex.org
[1] vox.com
[1] uab.cat
[1] researchgate.net

Top Domains in Tweet in G7:
[11] twitter.com
[2] allacademic.com
[1] ubc.ca
[1] wavve.link
[1] core-apps.com
[1] rothys.com
[1] worldliteraturetoday.org
[1] policiesforaction.org

Top Domains in Tweet in G8:
[75] pewresearch.org
[1] pewforum.org

Top Domains in Tweet in G9:
[7] twitter.com
[1] exeley.com
[1] asanet.org
[1] donaldjtrump.com
[1] comurb.org

Top Domains in Tweet in G10:
[1] twitter.com
[1] pewresearch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6092] asa19
[507] citeblackwomen
[463] asa2019
[204] soctwitter
[150] sociology
[100] abs19
[60] sssp19
[54] asr19
[50] crookcounty
[47] sssp2019



Top Hashtags in Tweet in G1:
[913] asa19
[322] citeblackwomen
[110] asa2019
[56] sociology
[35] abs19
[22] soctwitter
[15] sssi2019
[12] sssp19
[10] citeblackwomensunday
[8] abs2019

Top Hashtags in Tweet in G2:
[1478] asa19
[95] soctwitter
[72] asa2019
[38] asr19
[29] citeblackwomen
[27] jts19
[27] frontoftheroom
[16] jts
[15] sociology
[14] detroit

Top Hashtags in Tweet in G3:
[1738] asa19
[198] asa2019
[142] citeblackwomen
[53] abs19
[44] crookcounty
[41] soctwitter
[32] sociology
[31] sssp19
[25] sssp2019
[16] abs2019

Top Hashtags in Tweet in G4:
[400] asa19
[24] asa2019
[16] asasexandgender
[10] soctwitter
[6] sociology
[6] lexingtonbooks
[6] stem
[6] compsci
[6] socialsci
[5] asa19challenge

Top Hashtags in Tweet in G5:
[239] asa19
[13] mediasociology
[11] phd
[9] digitalsociology
[8] soctwitter
[6] asa2019
[5] sociology
[4] citeblackwomen
[4] sssp19
[3] lgbtiq

Top Hashtags in Tweet in G6:
[474] asa19
[6] hegemonicmasculinity
[6] religionbeyondthebinary
[5] genderneutralpronouns
[4] intermarriage
[4] asa2019
[3] asexualities
[3] citeblackwomen
[2] sociology
[2] anthropology

Top Hashtags in Tweet in G7:
[112] asa19
[6] asa2019
[3] someone
[2] sssp19
[2] aom2019
[2] mightycwi
[2] asr19
[1] teachsoc
[1] podcast
[1] academicchatter

Top Hashtags in Tweet in G8:
[85] asa19
[9] hongkongprotests
[1] asr19

Top Hashtags in Tweet in G9:
[97] asa19
[15] apa2019
[8] asa2019
[4] nyc
[3] politicalsociology
[3] soctwitter
[3] elcacwa
[2] asasexandgender
[2] sociology
[2] asasockchallenge

Top Hashtags in Tweet in G10:
[45] asa19
[3] citeblackwomen
[1] abs19
[1] detroit

Top Words
Top Words in Tweet in Entire Graph:
[8874] Words in Sentiment List#1: Positive
[3661] Words in Sentiment List#2: Negative
[31] Words in Sentiment List#3: Angry/Violent
[228668] Non-categorized Words
[241212] Total Words
[8616] #asa19
[1159] sociology
[1113] #asa2019
[1082] black
[1071] #citeblackwomen

Top Words in Tweet in G1:
[1571] #asa19
[701] #citeblackwomen
[607] black
[458] t
[424] women
[406] tressiemcphd
[391] #asa2019
[391] knowledge
[367] bear
[205] asanews

Top Words in Tweet in G2:
[1994] #asa19
[285] sociology
[234] hilton
[216] 30
[190] sheraton
[189] meeting
[183] wifi
[176] session
[171] s
[171] asanews

Top Words in Tweet in G3:
[2583] #asa19
[416] #asa2019
[414] sociology
[293] black
[275] #citeblackwomen
[242] s
[236] work
[223] t
[207] asanews
[195] out

Top Words in Tweet in G4:
[504] #asa19
[89] 30
[76] new
[73] asanews
[65] out
[62] 10
[60] session
[60] research
[54] #asa2019
[50] gender

Top Words in Tweet in G5:
[337] #asa19
[68] citams_asa
[53] media
[52] s
[49] social
[46] public
[44] sociology
[32] hey
[28] new
[28] use

Top Words in Tweet in G6:
[621] #asa19
[225] intersex
[188] people
[108] gender
[101] session
[76] trans
[75] black
[63] white
[61] bodies
[59] costello

Top Words in Tweet in G7:
[112] #asa19
[14] nyc
[14] s
[12] m
[12] new
[9] conference
[9] t
[8] way
[7] here
[7] see

Top Words in Tweet in G8:
[86] #asa19
[84] nyc
[75] murders
[75] 292
[75] 2017
[75] 2
[75] 245
[75] 1990
[29] t
[18] couldn

Top Words in Tweet in G9:
[120] #asa19
[37] sociology
[28] under
[26] out
[23] more
[20] here
[19] fall
[18] t
[18] people
[17] career

Top Words in Tweet in G10:
[55] #asa19
[35] folks
[31] sociology
[31] hiring
[31] faculty
[31] area
[31] want
[30] come
[30] talk
[30] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[768] #asa19,#asa2019
[575] black,women
[284] #citeblackwomen,#asa19
[279] check,out
[250] new,york
[237] #asa2019,#asa19
[224] https,t
[224] t,co
[211] #asa19,#citeblackwomen
[179] knowledge,tressiemcphd

Top Word Pairs in Tweet in G1:
[392] black,women
[316] #asa19,#asa2019
[181] #citeblackwomen,#asa19
[156] https,t
[156] t,co
[155] #asa19,#citeblackwomen
[146] knowledge,tressiemcphd
[113] isn,t
[107] white,man
[106] black,woman

Top Word Pairs in Tweet in G2:
[92] grad,students
[90] #asa19,#asa2019
[68] check,out
[63] #asa19,hilton
[63] pro,tip
[61] wifi,passwords
[61] passwords,#asa19
[61] hilton,wifi
[61] wifi,hilton
[61] hilton,meeting

Top Word Pairs in Tweet in G3:
[267] #asa19,#asa2019
[131] black,women
[130] #asa2019,#asa19
[90] social,justice
[82] #citeblackwomen,#asa19
[69] mary,romero
[63] new,york
[60] check,out
[52] don,t
[45] hey,#asa19

Top Word Pairs in Tweet in G4:
[44] #asa19,#asa2019
[43] new,york
[39] big,data
[35] check,out
[32] lexington,books
[26] devah,pager
[25] data,research
[25] #asa19,session
[23] asasexualities,#asa19
[20] york,hilton

Top Word Pairs in Tweet in G5:
[29] citams_asa,#asa19
[22] social,media
[21] hey,#asa19
[19] #asa19,#asa2019
[19] #asa19,citams_asa
[14] access,use
[14] use,predict
[14] predict,local
[14] public,sociology
[13] #asa19,s

Top Word Pairs in Tweet in G6:
[55] intersex,people
[38] intersex,studies
[36] black,intersex
[36] intersex,bodies
[36] simulabrandy,genderteach
[36] genderteach,katielacosta
[36] katielacosta,jasonorne
[36] jasonorne,drjonessoc
[36] drjonessoc,kinseyette
[36] kinseyette,lisawade

Top Word Pairs in Tweet in G7:
[6] way,#asa19
[5] new,york
[4] nyc,#asa19
[4] looking,forward
[3] check,out
[3] #asa19,nyc
[3] don,t
[3] #asa19,weekend
[2] heading,#asa19
[2] #asa19,tomorrow

Top Word Pairs in Tweet in G8:
[75] murders,nyc
[75] nyc,292
[75] 292,2017
[75] 2017,2
[75] 2,245
[75] 245,1990
[75] 1990,#asa19
[18] couldn,t
[9] dear,#asa19
[9] #asa19,appear

Top Word Pairs in Tweet in G9:
[15] don,t
[14] tt,tenured
[14] tenured,academics
[14] academics,headed
[14] headed,#asa19
[14] #asa19,#apa2019
[14] #apa2019,don
[14] t,forget
[14] forget,kind
[14] kind,generous

Top Word Pairs in Tweet in G10:
[29] dartmouth,sociology
[29] sociology,hiring
[29] hiring,tt
[29] tt,junior
[29] junior,faculty
[29] faculty,line
[29] line,open
[29] open,area
[29] area,folks
[29] folks,market

Top Replied-To
Top Replied-To in Entire Graph:
@paulinepark
@simulabrandy
@k_barberphd
@lisawade
@tressiemcphd
@asanews
@georgiann_davis
@milleridriss
@manthonyhunter
@ashleytrubin

Top Replied-To in G1:
@tressiemcphd
@asanews
@ruha9
@brisunipress
@triciamatthew
@georgiann_davis
@carolynchernoff
@rebeccakreitzer
@alwaystheself
@ffcws

Top Replied-To in G2:
@k_barberphd
@ksusociology
@simulabrandy
@mgpineau
@asa_religion
@danielcarlson_1
@_yvonnechen
@drbrutuspowers
@nedasoc
@tressiemcphd

Top Replied-To in G3:
@paulinepark
@manthonyhunter
@asanews
@ashleytrubin
@tressiemcphd
@lisawade
@nvancleve
@carlashedd
@ranitaray1
@jgo34

Top Replied-To in G4:
@david_arditi
@george_berry
@msalganik
@kathrinzippel
@yabomariela
@marioluissmall
@alansmartino
@ryanumass
@soclawsection
@bashofstra

Top Replied-To in G5:
@milleridriss
@citams_asa
@stevenwangyd
@sgbuggs
@mikepaulmurphy
@cherriebucknor
@prof_gracekao
@tressiemcphd
@marioluissmall
@womenalso

Top Replied-To in G6:
@simulabrandy
@paulinepark
@lisawade
@georgiann_davis
@rckingoriain
@danrodriguezgar
@notrightruth
@drkittygirl
@nowimcarol

Top Replied-To in G9:
@henderplatt
@queerfemprof
@rk_broussard
@socnetanalysts
@priscillaaah___
@jjchinnpop

Top Replied-To in G10:
@jaclynswong

Top Mentioned
Top Mentioned in Entire Graph:
@asanews
@tressiemcphd
@alwaystheself
@asa_religion
@zakiyaluna
@thephdandme
@stanfordpress
@profsassy
@citams_asa
@asreligion

Top Mentioned in G1:
@tressiemcphd
@asanews
@alwaystheself
@profsassy
@zakiyaluna
@thephdandme
@citeblackwomen
@msu_socsci
@adiahwingfield
@newdayfilms

Top Mentioned in G2:
@asanews
@asa_religion
@asreligion
@jessicacalarco
@amin_ghaziani
@tressiemcphd
@claytonchirping
@familyunequal
@professorwherry
@gcristinamora

Top Mentioned in G3:
@asanews
@tressiemcphd
@alwaystheself
@stanfordpress
@nvancleve
@ucpress
@asalatsoc
@absociologists
@sociologistray
@zakiyaluna

Top Mentioned in G4:
@asanews
@asasexualities
@rlpgbooks
@asadisability
@marioluissmall
@cunygcsociology
@msalganik
@asa_ipm
@asasexandgender
@courtneyatlex

Top Mentioned in G5:
@citams_asa
@asanews
@drboulianne
@rutgerscomminfo
@bibireisdorf
@bostonjoan
@anabelquanhaase
@alondra
@aprylw
@deanarohlinger1

Top Mentioned in G6:
@lisawade
@genderteach
@katielacosta
@jasonorne
@drjonessoc
@kinseyette
@drcompton
@asanews
@sociologistray
@ericachito

Top Mentioned in G7:
@excellent_012

Top Mentioned in G9:
@kiaranerenberg
@infinite_joseph
@asanews
@uofsc_chip
@industrybarnyc
@nyupress
@mattbrimnyc
@amin_ghaziani
@sarahschulman3
@zfelice

Top Mentioned in G10:
@ruha9
@oclerge
@phdamaka
@conditionaccept
@victoriadreyes
@asa_religion
@thenewpress
@asanews
@docdre

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@chidambara09
@serendipitysays
@fleming77
@raja1260
@sueleugers
@shalisa_renee
@jhamby
@carlyinnj
@wise_diva

Top Tweeters in G1:
@wise_diva
@starfishncoffee
@raulpacheco
@jeffsonstein
@bettyb00p00
@tressiemcphd
@dileed
@lbrass3
@learnteachwin
@michelleking66

Top Tweeters in G2:
@shalisa_renee
@carlyinnj
@pfanderson
@nembotavy_0101
@corinneam
@aztanya
@amtrak
@surlyurbanist
@getupstandup2
@saragoldrickrab

Top Tweeters in G3:
@delta
@jsno_buni
@zaluibaorimi
@letmicahdown
@anthoknees
@bigdatabatman
@profmdwhite
@ibjiyongi
@donnalburnell
@sedlily

Top Tweeters in G4:
@chidambara09
@fleming77
@entwistletx
@technojederbig
@nhannahjones
@diana_h
@tanyadomi
@wanderingpuck
@chasescalendar
@aeryn_thrace

Top Tweeters in G5:
@sueleugers
@kmontenegro
@dwaynedavidpaul
@mongeliliana
@mikepaulmurphy
@uwmadison
@luke_stark
@deanbaker13
@rutgerscomminfo
@alondra

Top Tweeters in G6:
@limecello
@vexwerewolf
@fgh22gill
@nonstandardrep
@psurvivalist
@christineburns
@heidentweet
@geographconcept
@artofstumbling
@bivey

Top Tweeters in G7:
@taralconley
@professorisin
@krisvelasco8
@sngsoci
@evey930
@jess_buthuman
@susanandrus
@carolinebrooks8
@holdsher
@ajmuhammad3

Top Tweeters in G8:
@serendipitysays
@jhamby
@marizsmn
@gonzalobarria
@goodnewsgoddess
@kujakupoet
@living400lbs
@beatlebabe49
@speitsch
@lexhoogduin

Top Tweeters in G9:
@adriela95
@conjuringwoman
@pastorjoelle
@iamsubversive
@thrasherxy
@censuspk
@radiotaskforce
@drlisadcook
@nyupress
@csmarcum

Top Tweeters in G10:
@robinhadley1
@docdre
@kyt_thatsme
@sgadarian
@brilliantblkgrl
@drariahalliday
@monikabielskyte
@mtgauger
@tessalaprofessa
@newblackscholar