#BlackInTheIvory, Twitter, 6/11/2020 11:29:30 AM, 229099


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#BlackInTheIvory_2020-06-11_00-07-26.xlsx
#BlackInTheIvory_2020-06-11_00-07-26.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 11, 2020
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3fqk8qn
@profjasmine
@blackafinstem
@myalroberson
@minoritystem
@itsafronomics
@blackintheivory
@popcornetwork
@debiecjacek
@aadegbolamd
@pkanagaratnam

Top hashtags:
#blackintheivory
#shutdownstem
#shutdownacademia
#harvard

Description:
Description
The graph represents a network of 12,235 Twitter users whose recent tweets contained "#BlackInTheIvory", 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 Thursday, 11 June 2020 at 07:27 UTC.

The tweets in the network were tweeted over the 1-day, 4-hour, 10-minute period from Wednesday, 10 June 2020 at 02:36 UTC to Thursday, 11 June 2020 at 06:47 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 : 12235
Unique Edges : 19977
Edges With Duplicates : 2631
Total Edges : 22608
Number of Edge Types : 5
Retweet : 16155
MentionsInRetweet : 2932
Tweet : 2079
Mentions : 1113
Replies to : 329
Self-Loops : 2109
Reciprocated Vertex Pair Ratio : 0.00545482882227648
Reciprocated Edge Ratio : 0.0108504701870414
Connected Components : 721
Single-Vertex Connected Components : 396
Maximum Vertices in a Connected Component : 10879
Maximum Edges in a Connected Component : 21139
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.238692
Graph Density : 0.000129299929136905
Modularity : 0.675869
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 12,235 Twitter users whose recent tweets contained "#BlackInTheIvory", 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 Thursday, 11 June 2020 at 07:27 UTC.

The tweets in the network were tweeted over the 1-day, 4-hour, 10-minute period from Wednesday, 10 June 2020 at 02:36 UTC to Thursday, 11 June 2020 at 06:47 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 : TwitterSearch
Graph Term : #BlackInTheIvory
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:
[59] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955
[20] https://twitter.com/ProfJasmine/status/1269986902876344320
[20] https://www.shutdownstem.com/
[16] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955/#.XuBZcwZyjxZ.twitter
[14] https://www.youtube.com/watch?v=PSyvCJHLJvw&feature=youtu.be

[12] https://medium.com/the-faculty/white-academia-do-better-fa96cede1fc5
[12] https://twitter.com/redmakeda/status/847026337638420480
[12] https://www.nbcnews.com/pop-culture/pop-culture-news/black-women-create-blackintheivory-publishingpaidme-reveal-inequity-academia-publishing-n1227626
[12] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955/#.XuDTERdRxPk.twitter
[11] https://blogs.egu.eu/divisions/gd/2020/06/10/black-in-geosciences/

Top URLs in Tweet in G1:
[8] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955
[7] https://twitter.com/redmakeda/status/847026337638420480
[5] https://twitter.com/chronicle/status/1270702308356173826
[4] https://twitter.com/DrShardeDavis/status/1270405840273436678
[3] https://twitter.com/ISASaxonists/status/1270818845066956803
[3] https://twitter.com/carlaymoo/status/1270481875694477316
[3] https://www.jbhe.com/2019/07/study-finds-lack-of-black-tenured-faculty-at-all-levels-of-higher-education/
[3] https://nces.ed.gov/fastfacts/display.asp?id=61
[3] https://twitter.com/jzphilosophy/status/1270760904762818560
[3] https://twitter.com/trevaynebitch/status/1163595262314479616

Top URLs in Tweet in G2:
[5] https://twitter.com/ProfJasmine/status/1269986902876344320
[3] https://medium.com/the-faculty/white-academia-do-better-fa96cede1fc5
[2] https://link.medium.com/cQlTTMcNd7
[2] https://link.medium.com/K3zxkmEw96
[2] https://www.shutdownstem.com/
[1] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955
[1] https://www.theatlantic.com/education/archive/2014/12/how-black-students-tend-to-learn-science/383387/
[1] https://massivesci.com/notes/black-in-the-ivory-tower-academia-science-racism/?utm_source=scifri&utm_medium=article&utm_campaign=republish
[1] https://twitter.com/akiopteryx/status/1270716592578416650
[1] https://twitter.com/MyaLRoberson/status/1270304659798884352

Top URLs in Tweet in G3:
[4] https://twitter.com/BlackAFinSTEM/status/1270742446415241217
[2] https://www.linkedin.com/pulse/why-poor-research-practices-should-discouraged-does-career-mothapo
[1] https://www.alieward.com/ologies/blackafinstem
[1] https://integrativeandcomparativebiology.wordpress.com/2020/06/09/black-in-nature/
[1] https://twitter.com/sicb_/status/1270374217004048386
[1] https://twitter.com/eonwuka1/status/1270409374956171266
[1] https://integrativeandcomparativebiology.wordpress.com/
[1] https://twitter.com/SICB_/status/1270093469520769026
[1] https://twitter.com/NatureNews/status/1270383425392906241
[1] https://twitter.com/soilsandbees/status/1270432019290308608

Top URLs in Tweet in G4:
[7] https://medium.com/@rnagarajah2/reflections-from-a-token-black-friend-2f1ea522d42d
[5] https://twitter.com/dantekchambers/status/1269965662828367872
[4] https://twitter.com/uche_blackstock/status/1217761513194369024
[2] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955?cid=wsinglestory_hp_1a
[1] https://twitter.com/eonwuka1/status/1270409374956171266
[1] https://twitter.com/AndreaWestbyMD/status/1270813027793854465
[1] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955
[1] https://twitter.com/ryan_huerto/status/1270440476076724225
[1] https://twitter.com/kaylanixonmd/status/1119084623235915777
[1] https://twitter.com/meeradeo/status/1270734289814949889

Top URLs in Tweet in G5:
[2] https://twitter.com/AllenInstitute/status/1270034100267646981
[2] https://www.particlesforjustice.org/
[2] https://twitter.com/PeterSoroye/status/1270055044415700992?s=19
[2] https://twitter.com/tanvir_h/status/1270675131183095808
[1] https://twitter.com/richelletanner/status/1270107350112722944
[1] https://medium.com/space-anthropology/diversity-is-a-dangerous-set-up-8cee942e7f22
[1] https://twitter.com/thequeenmuse1/status/1269702832808222720
[1] https://twitter.com/ibjiyongi/status/1269802869131182082
[1] https://www.facebook.com/TheUrbanScientist/videos/477091662461300/
[1] https://www.microbigals.com/post/black-lives-matter-in-microbiology-a-historical-glimpse

Top URLs in Tweet in G6:
[2] https://twitter.com/jolyonbt/status/1081389618845499393?s=20
[2] https://twitter.com/myalroberson/status/1270069106897756162
[2] https://twitter.com/MyaLRoberson/status/1270069106897756162
[1] https://medium.com/the-faculty/white-academia-do-better-fa96cede1fc5
[1] https://twitter.com/tanvir_h/status/1270675131183095808?s=20
[1] https://twitter.com/CarminRosado/status/1269898406710906880
[1] https://www.nbcnews.com/pop-culture/pop-culture-news/black-women-create-blackintheivory-publishingpaidme-reveal-inequity-academia-publishing-n1227626
[1] https://www.particlesforjustice.org/strike-details
[1] https://twitter.com/direyes29/status/1270700128970715141
[1] https://www.shutdownstem.com/

Top URLs in Tweet in G7:
[4] https://ladders4action.org/news-blogs-videos/news/support-bame-black-academics/
[2] https://twitter.com/itsafronomics/status/1269968084292571139
[1] https://twitter.com/itsafronomics/status/1269959947036565504
[1] https://gizmodo.com/scientists-call-for-academic-shutdown-in-support-of-bla-1843944068
[1] https://twitter.com/itsafronomics/status/1269751935227363328?s=20
[1] https://twitter.com/itsafronomics/status/1269778935874826240?s=20
[1] https://twitter.com/feyceperalta/status/1270692340307558400
[1] https://twitter.com/DukeTrinity/status/1270429839124824065
[1] https://twitter.com/ProfJasmine/status/1269986902876344320
[1] https://twitter.com/DrJasonJohnson/status/1270026264997478402

Top URLs in Tweet in G8:
[3] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955
[2] https://twitter.com/ProfJasmine/status/1269986902876344320
[2] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955?cid=wsinglestory_hp_1a
[2] https://blogs.mtu.edu/computing/2020/06/10/take-action-for-equity-blackintheivory-advancemtu/
[1] https://twitter.com/smithsonian/status/1269996351892402176
[1] https://gizmodo.com/scientists-call-for-academic-shutdown-in-support-of-bla-1843944068/amp?__twitter_impression=true
[1] https://twitter.com/webmz_/status/1270043695723753474
[1] https://twitter.com/priyology/status/1270735096044273669
[1] https://notimeforsilence.org/
[1] https://twitter.com/NatureNews/status/1270383425392906241

Top URLs in Tweet in G9:
[15] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955/#.XuBZcwZyjxZ.twitter
[12] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955/#.XuDTERdRxPk.twitter
[9] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955/#.XuCsJfSNeko.twitter
[7] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955
[6] https://www.nbcnews.com/pop-culture/pop-culture-news/black-women-create-blackintheivory-publishingpaidme-reveal-inequity-academia-publishing-n1227626
[6] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955/#.XuD1lBPBVDg.twitter
[5] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955/#.XuE8uEbWwmZ.twitter
[5] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955/#.XuD8FmEMO2h.twitter
[4] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955/#.XuFHthQcEsV.twitter
[3] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955/#.XuD0etvYN6s.twitter

Top URLs in Tweet in G10:
[12] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955
[9] https://twitter.com/ProfJasmine/status/1269986902876344320
[7] https://www.shutdownstem.com/
[5] https://medium.com/the-faculty/white-academia-do-better-fa96cede1fc5
[3] https://twitter.com/myalroberson/status/1270069106897756162
[3] https://www.shutdownstem.com/resources
[3] https://twitter.com/thetracysimone/status/1269744560613269504
[3] https://twitter.com/profjasmine/status/1269986902876344320
[3] https://twitter.com/BlackAFinSTEM/status/1270742446415241217
[2] https://twitter.com/DrJasonJohnson/status/1270026264997478402

Top Domains
Top Domains in Tweet in Entire Graph:
[575] twitter.com
[168] chronicle.com
[37] medium.com
[36] shutdownstem.com
[26] youtube.com
[22] google.com
[12] nbcnews.com
[12] particlesforjustice.org
[11] egu.eu
[8] nature.com

Top Domains in Tweet in G1:
[131] twitter.com
[13] chronicle.com
[3] jbhe.com
[3] ed.gov
[3] google.com
[3] theguardian.com
[3] medium.com
[3] nytimes.com
[2] attw.org
[1] insidehighered.com

Top Domains in Tweet in G2:
[11] twitter.com
[7] medium.com
[2] shutdownstem.com
[1] chronicle.com
[1] theatlantic.com
[1] massivesci.com
[1] aip.org
[1] linkedin.com

Top Domains in Tweet in G3:
[15] twitter.com
[2] wordpress.com
[2] linkedin.com
[1] alieward.com
[1] ac.uk
[1] medium.com
[1] shutdownstem.com

Top Domains in Tweet in G4:
[21] twitter.com
[7] medium.com
[3] chronicle.com
[1] ssrn.com
[1] physicianleaders.org

Top Domains in Tweet in G5:
[23] twitter.com
[2] medium.com
[2] particlesforjustice.org
[1] facebook.com
[1] microbigals.com
[1] entsoc.org
[1] chronicle.com
[1] youtube.com

Top Domains in Tweet in G6:
[13] twitter.com
[2] shutdownstem.com
[2] threadreaderapp.com
[1] medium.com
[1] nbcnews.com
[1] particlesforjustice.org
[1] co.uk

Top Domains in Tweet in G7:
[16] twitter.com
[4] ladders4action.org
[1] gizmodo.com
[1] chronicle.com
[1] tinyurl.com
[1] amazon.com
[1] si.edu
[1] shutdownstem.com
[1] role.to
[1] co.uk

Top Domains in Tweet in G8:
[10] twitter.com
[6] chronicle.com
[2] mtu.edu
[1] gizmodo.com
[1] notimeforsilence.org
[1] instagram.com

Top Domains in Tweet in G9:
[96] chronicle.com
[16] twitter.com
[6] nbcnews.com
[3] massivesci.com
[2] trib.al
[2] google.com
[2] change.org
[1] physanth.org
[1] wiley.com
[1] springer.com

Top Domains in Tweet in G10:
[111] twitter.com
[16] chronicle.com
[12] shutdownstem.com
[12] medium.com
[3] google.com
[3] instagram.com
[2] scientificamerican.com
[2] nbcnews.com
[2] massivesci.com
[2] particlesforjustice.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9707] blackintheivory
[1409] shutdownstem
[597] shutdownacademia
[304] harvard
[289] strike4blacklives
[270] blacklivesmatter
[233] blackinstem
[142] medievaltwitter
[103] blackandstem
[80] attw



Top Hashtags in Tweet in G1:
[3622] blackintheivory
[125] medievaltwitter
[89] shutdownstem
[35] shutdownacademia
[33] harvard
[31] socaf
[23] strike4blacklives
[17] blackintheivorytower
[15] blacklivesmatter
[14] racism

Top Hashtags in Tweet in G2:
[95] blackintheivory
[12] highered
[10] shutdownstem
[9] shutdownacademia
[6] blacklivesmatter
[3] blackatku
[3] strike4blacklives
[2] education
[2] crimesagainsthumanity
[1] medievaltwitter

Top Hashtags in Tweet in G3:
[458] blackintheivory
[49] shutdownstem
[18] shutdownacademia
[14] blacklivesmatter
[12] strike4blacklives
[10] highered
[7] blackbirdersweek
[7] blackandstem
[6] blackinstem
[5] discriminación

Top Hashtags in Tweet in G4:
[295] blackintheivory
[222] harvard
[42] covid__19
[20] mlawloud
[19] unequalprofession
[6] medtwitter
[4] blackinbiglaw
[3] blm
[2] blackmedtwitter
[2] shutdownstem

Top Hashtags in Tweet in G5:
[572] blackintheivory
[169] shutdownstem
[117] strike4blacklives
[43] shutdownacademia
[33] sciencetwitter
[30] blackinstem
[30] blackandstem
[10] harvard
[10] microbiology
[10] blacklivesmatter

Top Hashtags in Tweet in G6:
[736] blackintheivory
[34] shutdownstem
[27] shutdownacademia
[14] blacklivesmatter
[11] strike4blacklives
[6] harvard
[5] blackinivory
[3] medievaltwitter
[3] publishingpaidme
[3] hiv

Top Hashtags in Tweet in G7:
[470] shutdownstem
[207] blackintheivory
[132] shutdownacademia
[6] strike4blacklives
[6] harvard
[4] blacklivesmatter
[4] sciencetwitter
[3] medievaltwitter
[2] blackinstem
[1] blacklivesmattter

Top Hashtags in Tweet in G8:
[115] blackintheivory
[37] shutdownstem
[17] blacklivesmatter
[9] blackinstem
[8] blackafinstem
[7] histstm
[6] shutdownacademia
[6] academictwitter
[4] strike4blacklives
[4] academicchatter

Top Hashtags in Tweet in G9:
[435] blackintheivory
[107] shutdownstem
[65] shutdownacademia
[34] publishingpaidme
[15] blackinstem
[13] blacklivesmatter
[12] strike4blacklives
[11] antiracism
[6] haiti
[6] citeblackwomen

Top Hashtags in Tweet in G10:
[429] blackintheivory
[80] shutdownstem
[46] shutdownacademia
[45] blacklivesmatter
[15] strike4blacklives
[15] blackinstem
[12] academictwitter
[12] blacklivesmattters
[9] academicchatter
[7] publishingpaidme

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[6091] #blackintheivory
[3395] black
[2096] being
[1714] white
[1050] people
[855] faculty
[845] told
[730] work
[727] students
[697] student

Top Words in Tweet in G2:
[2463] white
[2436] article
[1340] #blackintheivory
[1267] black
[1249] people
[1235] work
[1229] #highered
[1226] academics
[1225] don
[1224] start

Top Words in Tweet in G3:
[983] #blackintheivory
[731] stories
[695] share
[647] people
[502] black
[429] blackafinstem
[411] more
[397] econ
[396] listen
[394] better

Top Words in Tweet in G4:
[990] #blackintheivory
[690] time
[684] white
[652] black
[583] male
[317] school
[304] medical
[296] patient
[295] having
[294] admissions

Top Words in Tweet in G5:
[1117] #blackintheivory
[630] black
[517] being
[301] #shutdownstem
[263] today
[233] colleagues
[205] #strike4blacklives
[202] stem
[202] first
[192] #shutdownacademia

Top Words in Tweet in G6:
[1764] academics
[1157] especially
[993] #blackintheivory
[818] black
[755] white
[657] support
[598] students
[595] thread
[578] reading
[567] goes

Top Words in Tweet in G7:
[839] today
[803] #blackintheivory
[517] #shutdownstem
[376] hey
[357] work
[356] start
[354] place
[339] stem
[338] need
[329] academia

Top Words in Tweet in G8:
[670] #blackintheivory
[527] #shutdownstem
[475] racism
[473] stem
[472] many
[469] #blackinstem
[459] minorities
[458] systemic
[458] give
[457] special

Top Words in Tweet in G9:
[669] #blackintheivory
[360] black
[148] chronicle
[146] founders
[133] #shutdownstem
[117] white
[113] change
[112] scholars
[112] today
[104] see

Top Words in Tweet in G10:
[430] #blackintheivory
[123] black
[88] read
[80] #shutdownstem
[66] stories
[61] academia
[61] today
[49] time
[48] racism
[46] #shutdownacademia

Top Word Pairs
Top Word Pairs in Tweet in G2:
[590] article,white
[423] white,academics
[340] support,black
[331] black,folks
[320] white,people
[294] wrote,article
[243] academics,keep
[235] keep,asking
[233] asking,support
[220] folks,don

Top Word Pairs in Tweet in G3:
[2434] ready,special
[1220] special,blackafinstem
[1220] blackafinstem,episode
[1218] episode,yes
[1218] yes,30
[1217] 30,ologists
[1217] ologists,share
[1217] share,stories
[1217] stories,electric
[1217] electric,fish

Top Word Pairs in Tweet in G4:
[386] white,male
[386] medical,school
[386] black,women
[386] male,attending
[386] having,white
[386] male,patient
[386] patient,doctor
[386] doctor,didn
[386] didn,accept
[386] accept,started

Top Word Pairs in Tweet in G5:
[581] #blackintheivory,being
[299] #shutdownstem,#shutdownacademia
[288] non,black
[288] being,schrodinger's
[287] schrodinger's,minority
[287] minority,simultaneously
[287] simultaneously,taking
[287] taking,jobs
[287] jobs,still
[287] still,being

Top Word Pairs in Tweet in G6:
[214] support,black
[165] white,academics
[146] black,students
[132] reading,#blackintheivory
[132] academics,especially
[132] especially,white
[132] academics,goes
[132] goes,everyone
[132] everyone,reading
[132] #blackintheivory,wondering

Top Word Pairs in Tweet in G7:
[635] place,start
[630] start,check
[575] check,#blackintheivory
[571] academia,stem
[564] #strike4blacklives,need
[564] hey,today
[564] today,#shutdownstem
[564] #shutdownstem,day
[564] day,means
[561] means,academia

Top Word Pairs in Tweet in G8:
[325] #blackinstem,#blackintheivory
[323] systemic,racism
[323] special,shoutout
[321] shoutout,minorities
[321] minorities,stem
[320] stem,destroying
[320] destroying,systemic
[320] racism,exists
[320] exists,many
[320] many,parts

Top Word Pairs in Tweet in G9:
[457] structural,change
[456] fed,#blackintheivory
[455] #blackintheivory,started
[455] started,founders
[455] founders,see
[455] see,next
[455] next,chronicle
[455] #shutdownstem,#shutdownacademia
[455] founders,#blackintheivory
[455] #blackintheivory,re

Top Word Pairs in Tweet in G10:
[94] read,#blackintheivory
[87] #shutdownstem,#shutdownacademia
[87] #blacklivesmatter,#blackintheivory
[87] reading,#blackintheivory
[87] take,time
[87] #blackintheivory,stories
[87] check,#blackintheivory
[70] #blackintheivory,started
[58] #blackintheivory,tweets
[58] #blackintheivory,#blacklivesmatter

Top Replied-To
Top Replied-To in Entire Graph:
@tanvir_h
@egaly
@janicebonsu
@katerinafrench
@alvarezzzy
@singhton
@jmjafrx
@porterpj13
@leoseoanemd
@ordinary_joe_

Top Replied-To in G1:
@jmjafrx
@polumechanos
@mzjanenova
@drmlb
@nikkigphd
@jessicalwarelab
@heatherdsnell
@aasewell
@robingnelson
@johnboyega

Top Replied-To in G2:
@profjasmine
@uofuphs

Top Replied-To in G3:
@niais
@ologies

Top Replied-To in G4:
@uche_blackstock
@aadegbolamd
@queenmd2025
@drjmdphd
@dukeu_nrsngschl
@shesinscrubs
@vrootmartinez
@eonwuka1
@drdanchoi

Top Replied-To in G5:
@tanvir_h
@kyt_thatsme
@marcoarmello
@ibjiyongi
@eeb_speakup

Top Replied-To in G6:
@loose_lab_rat
@mathpolitics
@styx666official
@james_overley
@weydling_yuri

Top Replied-To in G7:
@bradpwyble
@sophialabadi
@iatridislab
@adelphiams
@britgarner
@kashattucker
@michaelh_phd
@tanadjoseph

Top Replied-To in G8:
@smileitsjoy
@minoritystem

Top Replied-To in G9:
@academyhealth
@shengokai
@dr_s_bertrand

Top Mentioned
Top Mentioned in Entire Graph:
@blackafinstem
@uchicago
@chronicle
@unc
@drshardedavis
@smileitsjoy
@sarahflorini
@cambridge_uni
@blackintheivory
@academicchatter

Top Mentioned in G1:
@drshardedavis
@smileitsjoy
@sarahflorini
@ivuoma
@ucsf
@blackintheivory
@wspriggs
@clubkaur
@aauw
@yale

Top Mentioned in G2:
@profjasmine
@medium
@elliehighwood
@aabheorg
@cassiefreund
@effienchanted
@uofg
@grantham_ic

Top Mentioned in G3:
@blackafinstem
@alexuss_symone
@thedoctaz
@wordpressdotcom
@blackwomenstem
@elbrainerd
@sarahflorini
@afnccf
@alizalr
@bettinevv

Top Mentioned in G4:
@deerfield
@km
@itsshangela
@uche_blackstock
@umichmedicine
@brownuniversity
@aadegbolamd
@mknoll_md
@ohiohealth
@berniceking

Top Mentioned in G5:
@blackafinstem
@ukri_news
@stfc_matters
@nercscience
@bobbiscommander
@dsp_spe
@blackintheivory
@swannegordon
@sesantanam
@uchicago

Top Mentioned in G6:
@myalroberson
@nih
@dmvblacklives
@styx666official
@dribram
@hotgarbagetake
@skylarchriss
@techbrad
@layallivs
@drjasonjohnson

Top Mentioned in G7:
@chirikure
@blackafinstem
@pwr2dppl
@algebrandis
@lobowithacause
@tanadjoseph
@mariambakhtiari
@cavendishiw
@priyamvadagopal
@hopelouiseb

Top Mentioned in G8:
@500womensci
@werepstem
@franciediep
@blackafinstem
@advancemtu
@priyology
@forbesscience
@nmaahc
@minoritystem
@diversegeos

Top Mentioned in G9:
@chronicle
@wakeforest
@smileitsjoy
@gwenfaviles
@utexasmoody
@drshardedavis
@nbcnews
@massivesci
@uconncomm
@cassiefreund

Top Mentioned in G10:
@phdology

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@threadreaderapp
@insdatainter
@homegypsy
@mccarrenbill
@paxnostrum
@padakitty
@bellesapepper37
@carolmaewy
@britonanddane

Top Tweeters in G1:
@homegypsy
@bellesapepper37
@fieryreddragon
@samhainnight
@_l17r_
@mariayells
@cnbsnana
@_deardiaryyy
@hellblazerarts
@mvbrat91

Top Tweeters in G2:
@jdjongumzidenga
@cwharlow
@slthompson29
@melissasweetdr
@hellahandbasket
@__mjdr
@hilarieashton
@cookiebitz5
@nugslilsis
@ahn_thu

Top Tweeters in G3:
@titis_erenoa
@news24
@a22523
@whysharksmatter
@drjulie_b
@hobbesq
@colinandjo1
@marsaysays
@jchrispires
@proudwinglives

Top Tweeters in G4:
@mccarrenbill
@carolmaewy
@moniselseward
@krysilove
@aflyblackcommie
@tamtamsworld
@sofie_lovee
@overunderclover
@asoldiersvoice
@sfdirewolf

Top Tweeters in G5:
@padakitty
@hijcp
@zentaoprincess
@nebula63
@sinemetuvivere
@gallerychapel
@drskyskull
@openmarketingtv
@yoboseiyo
@tummler10

Top Tweeters in G6:
@threadreaderapp
@ricardoharvin
@myzlilith
@mrsjjee
@noodlemaz
@mhpoison1
@joshuabhoe
@hfdavis
@fromphdtolife
@skylarchriss

Top Tweeters in G7:
@paxnostrum
@gift2usa
@drhoctor2
@homohulk
@simply_kii
@scarletmagdalen
@k3mbuh
@ibechichi_
@soymads
@angelchrys

Top Tweeters in G8:
@inpoco
@amsmadwoman
@his_whxore
@thegentledyke
@sundaughter9
@andreadmorgan
@byrningbunny
@wright1000
@michelescott12
@jedimasterroman

Top Tweeters in G9:
@oldlady12345
@britonanddane
@katelaity
@drturpin
@nbcnews
@daniellegembala
@conchi_gonzalez
@notingshaw
@_l1vy_
@maggie_reader

Top Tweeters in G10:
@dennisultima
@lorigirl_texas
@stephaniekays
@beckygmartinez
@bardicvoice
@dotwonder
@andrewcareaga
@kwilliamsauthor
@mattotcha
@satishkolls


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