#BlackInTheIvory, Twitter, 12/31/2022 8:48:57 AM, 287316


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#BlackInTheIvory_2022-12-31_00-38-26.xlsx
#BlackInTheIvory_2022-12-31_00-38-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3Q6xJ9x
@blackintheivory
@this0499154500
@tarablackshear
@braincures
@drandriatatem
@professorisin
@cclaremdmph
@briana_n_spivey
@b0tsci
@do_kinder

Top hashtags:
#blackintheivory
#academictwitter
#blackinstem
#bhm

Description:
Description
The graph represents a network of 4,128 Twitter users whose recent tweets contained "#BlackInTheIvory", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 08:42 UTC.

The tweets in the network were tweeted over the 1372-day, 13-hour, 9-minute period from Friday, 29 March 2019 at 08:50 UTC to Friday, 30 December 2022 at 22:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 4128
Unique Edges : 2802
Edges With Duplicates : 13112
Total Edges : 15914
Number of Edge Types : 9
Retweet : 3811
MentionsInRetweet : 7967
Quote : 238
Tweet : 618
Mentions : 1208
Replies to : 370
MentionsInReplyTo : 1177
MentionsInQuote : 243
MentionsInQuoteReply : 282
Self-Loops : 1499
Reciprocated Vertex Pair Ratio : 0.0399934167215273
Reciprocated Edge Ratio : 0.0769109036239911
Connected Components : 204
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 3630
Maximum Edges in a Connected Component : 15090
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.508214
Graph Density : 0.000370914830112907
Modularity : 0.353833
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,128 Twitter users whose recent tweets contained "#BlackInTheIvory", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 08:42 UTC.

The tweets in the network were tweeted over the 1372-day, 13-hour, 9-minute period from Friday, 29 March 2019 at 08:50 UTC to Friday, 30 December 2022 at 22:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[29] https://umiami.wd1.myworkdayjobs.com/en-US/UMCareerStaff/job/Miami-FL/Event-Planner_R100047900-1
[13] https://theprofessorisin.com/2021/06/07/a-black-womans-journey-from-despair-to-joy-part-ii-blm-guest-post/
[12] https://twitter.com/rejectsuprstar/status/1499843601978826754/photo/1
[12] https://apply.interfolio.com/107744
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[10] https://blackintheivory.net/memoirs
[8] https://unthsc.zoom.us/webinar/register/2116518395137/WN_nLl2HoI2QR-KzaQLfJmUug
[8] https://twitter.com/biophyskrys/status/1438881680337502211/video/1
[7] https://www.nejm.org/doi/full/10.1056/NEJMp2112913?cookieSet=1
[7] https://thewalrus.ca/black-in-the-ivory-tower/

Top URLs in Tweet in G1:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[7] https://www.msvu.ca/new-study-to-explore-experiences-of-black-students-and-trainees-in-stemm-fields/
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Fimmersive%2Fd41586-022-04386-w%2Findex.html
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267028
[5] https://jobs.chronicle.com/job/391376/lecturer-of-biology-anatomy-and-physiology/
[4] https://spie-org.zoom.us/meeting/register/tZEvcuCspj0iHtWx8ETp7irttt06mfaA3ems
[4] https://twitter.com/usnehal/status/1470025545144541193/photo/1
[4] https://twitter.com/usnehal/status/1345734963715584003/photo/1
[4] https://twitter.com/usnehal/status/1474134576742256651/photo/1
[4] https://twitter.com/usnehal/status/1378830420767293441/photo/1

Top URLs in Tweet in G2:
[13] https://theprofessorisin.com/2021/06/07/a-black-womans-journey-from-despair-to-joy-part-ii-blm-guest-post/
[10] https://blackintheivory.net/memoirs
[7] https://twitter.com/Phiankhi/status/1405957345105035278/photo/1
[7] https://theprofessorisin.com/2021/05/25/a-black-womans-story-from-despair-to-joy-part-i-blm-guest-post/
[7] https://theprofessorisin.com/?p=13892
[6] https://blackintheivory.net/
[6] https://twitter.com/thehill/status/1395524762101821440
[5] https://www.blkingradschool.com/summit-home
[5] https://sig.columbia.edu/events/us-us-conversation-about-racism-discrimination-and-bias-higher-education
[4] https://blackintheivory.net/bless-a-black-graduate

Top URLs in Tweet in G3:
[8] https://unthsc.zoom.us/webinar/register/2116518395137/WN_nLl2HoI2QR-KzaQLfJmUug
[5] https://twitter.com/DrJasonJohnson/status/1270026264997478402?t=W1Yvag_uivITppkR34yo7Q&s=19
[4] https://twitter.com/innodim/status/1522297745406668800/photo/1
[4] https://twitter.com/ConcernedAFAM/status/1274814480988336128/photo/1
[3] https://amp.cnn.com/cnn/2021/08/26/opinions/the-chair-sandra-oh-netflix-protagonist-mitchell/index.html
[2] https://shmpublications.onlinelibrary.wiley.com/doi/full/10.1002/jhm.2691
[2] https://twitter.com/CornelWest/status/1414765668222869508
[2] https://ro.uow.edu.au/jutlp/latestnews.html#SI5
[2] https://www.naacpldf.org/press-release/nikole-hannah-jones-issues-statement-on-decision-to-decline-tenure-offer-at-university-of-north-carolina-chapel-hill-and-to-accept-knight-chair-appointment-at-howard-university/
[1] https://twitter.com/threadreaderapp/status/1552834980795109377

Top URLs in Tweet in G4:
[5] https://twitter.com/DrBrittaniJ/status/1422643519274029058/video/1
[4] https://twitter.com/rcg1812/status/1403453931594862594
[3] https://twitter.com/RFentonMD/status/1486342500486991874
[2] https://twitter.com/ChaseTMAnderson/status/1428086547203588100
[2] https://twitter.com/DiversifyInPath/status/1491664664501137409
[2] https://login.medscape.com/login/sso/getlogin?wcode=102&client=205502&urlCache=aHR0cHM6Ly93d3cubWVkc2NhcGUuY29tL3NsaWRlc2hvdy9ibGFjay1waHlzaWNpYW4tSW5mbHVlbmNlcnMtNjAxMzQ1MD9mYmNsaWQ9SXdBUjFvUzBfMzJiLUpHcDNObWNkRTlPU21ITDBWeUxoN1l1MG9hTmNQVklncDd2SUNZNjN0QVlNWldQcw&sc=ng&scode=msp
[2] https://twitter.com/zra_research/status/1416047699976200199/photo/1
[1] https://twitter.com/RayCypMD/status/1433411593463865352
[1] https://twitter.com/IEMcElroy/status/1491223727585263618/photo/1
[1] https://twitter.com/IEMcElroy/status/1399409228654198784/photo/1

Top URLs in Tweet in G5:
[2] https://twitter.com/BhalaWriters/status/1493850131673731074/photo/1
[1] https://www.chronicle.com/article/the-assault-on-black-academics
[1] https://sheridanlawfirm.com/2021-rampant-race-discrimination-at-university-of-washington-tacoma-campus-exposed-in-tenure-denial-discrimination-lawsuit-by-black-american-professor-gillian-marshall/
[1] https://twitter.com/TaraBlackshear/status/1504917844777218048/photo/1
[1] https://linktr.ee/bhalawriters
[1] https://twitter.com/BhalaWriters/status/1492200104593403911/photo/1
[1] https://twitter.com/ItsUfuoma/status/1465874399467393029/photo/1
[1] https://twitter.com/Ebonyteach/status/1488885170841264135

Top URLs in Tweet in G6:
[4] https://twitter.com/AudreyVerde/status/1420825409596256256/photo/1
[4] https://twitter.com/AudreyVerde/status/1420825416047104000/photo/1
[1] https://twitter.com/uche_blackstock/status/1403356216575803395
[1] https://twitter.com/DrAndriaTatem/status/1400575835187433473/photo/1
[1] https://twitter.com/OgunyemiMD/status/1271266168364568576/photo/1
[1] https://twitter.com/youngscholar10/status/1458972913655291907/photo/1

Top URLs in Tweet in G7:
[2] https://preview.postedstuff.com/FQoM-1F9X-vq15-5wq8/
[2] https://redirect.viglink.com?u=https%3A%2F%2Fopen.spotify.com%2Fepisode%2F3p7uOtpWpR7PY2NYH2QHyw%3Fsi%3Da4862f86ebda4551&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[1] https://twitter.com/TheEMPOWERLab/status/1397000636198178817
[1] https://twitter.com/Briana_N_Spivey/status/1470882481746235393/photo/1
[1] https://open.spotify.com/episode/5EQDcKZjBDDHLXo2rNbNL8?si=T-XP8m1nT-OpIM6WV86iAA&dl_branch=1
[1] https://open.spotify.com/episode/2DrdUv8vNxxS9doPGsvXJa?si=NQWehN7GSDm153GOMQrdgg&dl_branch=1
[1] https://twitter.com/TheEMPOWERLab/status/1397000636198178817/video/1
[1] https://open.spotify.com/episode/2rE9pmSsnUbyG1tCLNOHKT?si=VKT6wZomSiCj3yFMiP5VKQ&dl_branch=1
[1] https://twitter.com/TheEMPOWERLab/status/1469774236214607884/video/1
[1] https://twitter.com/TheEMPOWERLab/status/1469774404754288643/photo/1

Top URLs in Tweet in G8:
[3] https://www.teamedefi.org/post/afrofuturism-reimaging-stem-for-urban-learners
[3] https://linktr.ee/DrSFJ?fbclid=IwAR3BjoTjfM0fzuHA1qRB_eXKVJgRB0FaZCNBKWI_vZUlz3VW07ogRYgPeOU
[2] https://twitter.com/ActiveRoberts/status/1402672614221488130
[2] https://www.chronicle.com/article/how-many-black-women-have-tenure-on-your-campus-search-here
[2] https://www.youtube.com/watch?v=c3qzaTq9ZkU&feature=youtu.be

[2] https://www.teamedefi.org/post/racial-solidarity
[2] https://www.teamedefi.org/post/fear-fuel-and-fire-black-stem-doctoral-students-career-decisions-during-the-trump-presidency
[2] https://twitter.com/AllisonMaster/status/1422235994921836548/photo/1
[2] https://twitter.com/UNCBlackCaucus/status/1441429596721672202
[1] https://journalistsresource.org/economics/faculty-college-salaries-demographics-minorities-research/

Top URLs in Tweet in G9:
[3] https://sheridanlawfirm.com/2021-rampant-race-discrimination-at-university-of-washington-tacoma-campus-exposed-in-tenure-denial-discrimination-lawsuit-by-black-american-professor-gillian-marshall/
[2] https://twitter.com/CounselingViews/status/1481627395463516165
[1] https://twitter.com/thurris/status/1485070086851411971
[1] https://twitter.com/EHinesPhD/status/1481653130337013762
[1] https://twitter.com/EHinesPhD/status/1487228011640504322
[1] https://twitter.com/paulharris917/status/1457063688003805193/video/1
[1] https://twitter.com/EbonyJHilton_MD/status/1522188226550714369
[1] https://twitter.com/ASCAtweets/status/1438938423109296131
[1] https://ascaconferences.org/at-home/
[1] https://twitter.com/ASCAtweets/status/1438938423109296131/photo/1

Top URLs in Tweet in G10:
[2] https://academictrauma.com/product/two-full-days-of-a-coastal-faculty-retreat-for-bipoc-and-bipoc-woc-rockaway-beach-oregon/
[1] https://twitter.com/Elysabethgrace/status/1408649193921540098
[1] https://www.researchprofessionalnews.com/rr-news-uk-views-of-the-uk-2020-8-knowledge-is-power-an-open-letter-to-ukri/
[1] https://academictrauma.com
[1] https://twitter.com/Reshmi777/status/1416068774332043265/photo/1
[1] https://www.chronicle.com/article/28-of-women-in-higher-ed-believe-they-were-not-promoted-because-of-their-gender
[1] https://academictrauma.com/product/red-flags-confronting-corporate-cultures-in-the-academy/
[1] https://twitter.com/Reshmi777/status/1423107387519500292/photo/1
[1] https://open.spotify.com/episode/4LR4PiZ3KkJrokUeRHUZVG
[1] https://twitter.com/deepseadawn/status/1583520525661323264/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[816] twitter.com
[98] theprofessorisin.com
[63] nodexlgraphgallery.org
[42] chronicle.com
[30] myworkdayjobs.com
[24] mcmaster.ca
[23] nature.com
[23] youtube.com
[21] co.uk
[21] blackintheivory.net

Top Domains in Tweet in G1:
[163] twitter.com
[63] nodexlgraphgallery.org
[14] nature.com
[10] chronicle.com
[7] msvu.ca
[6] theguardian.com
[4] zoom.us
[4] medium.com
[4] co.uk
[3] nytimes.com

Top Domains in Tweet in G2:
[98] theprofessorisin.com
[76] twitter.com
[20] blackintheivory.net
[16] chronicle.com
[6] insidehighered.com
[6] uconn.edu
[5] blkingradschool.com
[5] columbia.edu
[4] rit.edu
[3] ow.ly

Top Domains in Tweet in G3:
[100] twitter.com
[8] zoom.us
[3] cnn.com
[2] cell.com
[2] nbcnews.com
[2] threadreaderapp.com
[2] wiley.com
[2] edu.au
[2] forbes.com
[2] lww.com

Top Domains in Tweet in G4:
[48] twitter.com
[2] medscape.com
[1] businessinsider.com
[1] jamanetwork.com
[1] stfm.org
[1] trib.al
[1] umn.edu
[1] medium.com
[1] washingtonpost.com
[1] insidehighered.com

Top Domains in Tweet in G5:
[6] twitter.com
[1] chronicle.com
[1] sheridanlawfirm.com
[1] linktr.ee

Top Domains in Tweet in G6:
[12] twitter.com

Top Domains in Tweet in G7:
[13] twitter.com
[3] spotify.com
[2] postedstuff.com
[2] viglink.com

Top Domains in Tweet in G8:
[39] twitter.com
[8] teamedefi.org
[4] chronicle.com
[4] linktr.ee
[3] youtube.com
[2] npr.org
[2] cambridge.org
[1] journalistsresource.org
[1] dallasnews.com
[1] washingtonpost.com

Top Domains in Tweet in G9:
[14] twitter.com
[3] sheridanlawfirm.com
[1] ascaconferences.org
[1] tennessee.edu

Top Domains in Tweet in G10:
[6] twitter.com
[4] academictrauma.com
[2] chronicle.com
[1] researchprofessionalnews.com
[1] spotify.com
[1] nature.com
[1] washingtonpost.com
[1] youtube.com
[1] usatoday.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2085] blackintheivory
[287] academictwitter
[190] blackinstem
[170] bhm
[147] academicchatter
[89] blackhistorymonth
[82] blacklivesmatter
[82] blm
[72] medtwitter
[68] phdlife



Top Hashtags in Tweet in G1:
[289] blackintheivory
[61] blackinstem
[38] academictwitter
[36] blackhistorymonth
[22] blackinphotonics
[22] blackinneuro
[21] academicchatter
[20] highered
[20] mlkday
[19] spieopticsphotonics

Top Hashtags in Tweet in G2:
[441] blackintheivory
[96] academictwitter
[54] blm
[23] academicchatter
[21] blacklivesmatter
[20] blackinstem
[19] futurefaculty
[16] academia
[11] pridemonth
[11] blacktechtwitter

Top Hashtags in Tweet in G3:
[159] blackintheivory
[17] academictwitter
[14] blackinstem
[13] medtwitter
[9] blackexcellence
[8] academicchatter
[7] blackwomeninmedicine
[7] womeninstem
[7] mwrntoday
[6] meded

Top Hashtags in Tweet in G4:
[73] blackintheivory
[45] blackmedtwitter
[41] match2022
[31] ilooklikeasurgeon
[29] blackexcellence
[28] medtwitter
[15] alhamdulilah
[15] fortheculture
[11] meded
[8] blackinstem

Top Hashtags in Tweet in G5:
[11] blackintheivory
[8] masterclass
[2] academicchatter
[1] savethedate
[1] writingcommunity
[1] bhalawriters
[1] alhamdulilah
[1] fortheculture
[1] firstgen
[1] blackwomenphd

Top Hashtags in Tweet in G6:
[6] blackintheivory
[2] medtwitter
[1] blackmedtwitter
[1] healthequity
[1] blackgirlmagic
[1] meded
[1] blackintheivorytower
[1] blackinstem
[1] blacktechtwitter
[1] blackademic

Top Hashtags in Tweet in G7:
[22] blackintheivory
[15] blackademia
[15] blackpodcasts
[14] impact
[14] thrive
[13] blackhealth
[13] blackpodcasters
[11] dopeblackpods
[11] podcast
[9] amplifymelanatedvoices

Top Hashtags in Tweet in G8:
[108] blackintheivory
[13] academics4blacklives
[12] blacklivesmatter
[10] representationmatters
[9] blackinstem
[6] racialtraumaisreal
[4] academictwitter
[3] blackstemmers
[3] afrofuturism
[2] antiracism

Top Hashtags in Tweet in G9:
[31] blackintheivory
[14] antiracistsc
[9] scchat
[8] counselored
[7] highered
[7] academictwitter
[6] academia
[2] morethananathlete
[1] academicchatter
[1] channelingtheancestors

Top Hashtags in Tweet in G10:
[21] blackintheivory
[3] academictwitter
[2] bipocfaculty
[2] highered
[2] bipoc
[2] representationmatters
[1] strike4blacklives
[1] shutdownstem
[1] acrcollective
[1] blackinacademia

Top Words
Top Words in Tweet in Entire Graph:
[2087] #blackintheivory
[1627] black
[488] students
[385] tenure
[374] braincures
[361] dr
[355] first
[342] woman
[342] academia
[326] story

Top Words in Tweet in G1:
[374] braincures
[289] #blackintheivory
[268] jeremyfarrar
[201] ukri_ceo
[200] suzanne_garrett
[194] black
[187] thepeopleshubuk
[185] rossthomson26
[184] petejacksongmp
[184] michelle_cruk

Top Words in Tweet in G2:
[441] #blackintheivory
[279] black
[124] blackintheivory
[98] professorisin
[96] #academictwitter
[69] drshardedavis
[66] scholars
[62] today
[62] unc_press
[61] academia

Top Words in Tweet in G3:
[161] #blackintheivory
[73] black
[52] academia
[50] cclaremdmph
[42] work
[37] grant
[36] unc
[35] dei
[34] best
[34] getting

Top Words in Tweet in G4:
[115] black
[100] drbrittanij
[94] academia
[91] love
[90] students
[89] news
[88] physical
[88] quit
[88] teaching
[88] personal

Top Words in Tweet in G5:
[212] black
[208] proud
[207] woman
[207] earn
[207] tenure
[207] ancestors
[207] department
[207] first
[207] make
[207] adding

Top Words in Tweet in G6:
[185] story
[185] guess
[185] world
[185] published
[185] shared
[185] hear
[185] link
[185] washington
[184] comment
[184] drandriatatem

Top Words in Tweet in G7:
[161] black
[141] graduate
[139] students
[135] briana_n_spivey
[134] systems
[134] dismantling
[134] understanding
[134] experiences
[134] essential
[134] oppression

Top Words in Tweet in G8:
[108] #blackintheivory
[66] black
[57] professor
[56] activeroberts
[55] uofmaryland
[54] tenured
[53] official
[53] associate
[53] promoted
[52] #b

Top Words in Tweet in G9:
[88] black
[88] paulharris917
[80] students
[71] impact
[70] right
[69] epitome
[69] brilliant
[69] doc
[69] pwis
[69] going

Top Words in Tweet in G10:
[54] bipoc
[54] threads
[38] reshmi777
[30] drfuraha_asani
[27] still
[27] upon
[27] making
[27] exhausted
[27] academic
[27] waiting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[299] black,woman
[297] first,black
[237] woman,earn
[233] earn,tenure
[232] tenure,department
[232] tryin,make
[232] make,ancestors
[232] proud,first
[232] department,adding
[232] ancestors,proud

Top Word Pairs in Tweet in G1:
[184] rossthomson26,suzanne_garrett
[184] jeremyfarrar,michelle_cruk
[184] petejacksongmp,rossthomson26
[184] evidencebase_im,thepeopleshubuk
[184] michelle_cruk,ukri_ceo
[184] ukri_ceo,evidencebase_im
[184] thepeopleshubuk,petejacksongmp
[182] braincures,jeremyfarrar
[83] jeremyfarrar,wellcometrust
[67] ucu,jeremyfarrar

Top Word Pairs in Tweet in G2:
[34] 2023,unc_press
[34] anthology,#blackintheivory
[34] coming,fall
[34] fall,2023
[34] unc_press,anthology
[33] black,woman
[32] #blackintheivory,experiences
[32] experiences,edited
[32] drshardedavis,interested
[32] edited,drshardedavis

Top Word Pairs in Tweet in G3:
[31] institution,led
[31] previous,institution
[31] academia,best
[31] someone,getting
[31] best,dei
[31] led,someone
[31] dei,work
[31] getting,grant
[31] work,previous
[30] cclaremdmph,academia

Top Word Pairs in Tweet in G4:
[88] personal,news
[88] love,teaching
[88] news,finally
[88] finally,quit
[88] students,cost
[88] quit,academia
[88] cost,physical
[88] teaching,amazing
[88] academia,love
[88] amazing,students

Top Word Pairs in Tweet in G5:
[207] first,black
[207] earn,tenure
[207] proud,first
[207] department,adding
[207] ancestors,proud
[207] make,ancestors
[207] tenure,department
[207] tryin,make
[207] black,woman
[207] woman,earn

Top Word Pairs in Tweet in G6:
[185] washington,shared
[185] guess,published
[185] hear,link
[185] shared,story
[185] world,hear
[185] published,washington
[185] story,world
[184] drandriatatem,guess
[184] link,comment
[9] first,black

Top Word Pairs in Tweet in G7:
[139] black,graduate
[138] graduate,students
[134] understanding,experiences
[134] experiences,black
[134] dismantling,systems
[134] systems,oppression
[134] essential,dismantling
[134] students,essential
[133] briana_n_spivey,understanding
[122] oppression,exist

Top Word Pairs in Tweet in G8:
[53] tenured,#blackintheivory
[53] promoted,associate
[53] associate,professor
[53] official,promoted
[53] professor,uofmaryland
[53] uofmaryland,tenured
[52] #blackintheivory,#b
[52] activeroberts,official
[17] black,faculty
[14] postdoc,decide

Top Word Pairs in Tweet in G9:
[69] black,doc
[69] doc,students
[69] going,pwis
[69] right,brilliant
[69] pwis,right
[69] students,going
[69] epitome,impact
[69] brilliant,epitome
[68] impact,purpos
[68] paulharris917,black

Top Word Pairs in Tweet in G10:
[27] situation,exhausted
[27] upon,threads
[27] still,waiting
[27] threads,situation
[27] threads,upon
[27] exhausted,still
[27] making,threads
[26] waiting,ukri_new
[26] drfuraha_asani,making
[21] please,join

Top Replied-To
Top Replied-To in Entire Graph:
@braincures
@do_kinder
@doc_tmp
@janehmul
@cclaremdmph
@nhannahjones
@eugenia_south
@jeremyfarrar
@universitiesuk

Top Replied-To in G1:
@braincures
@do_kinder
@doc_tmp
@citizenjane1889
@drvantilburg
@universitiesuk
@jeremyfarrar
@usnehal
@ellennelsonrowe

Top Replied-To in G2:
@drshardedavis

Top Replied-To in G3:
@nhannahjones
@janehmul
@cclaremdmph
@sjjphd
@futuredocs
@tetetonwemd
@womxnshc
@bonneylab
@otrowers_md
@cellpressnews

Top Replied-To in G4:
@rfredberg
@diversifyinpath
@rfentonmd
@kcobbmd
@sarahfowler_md

Top Replied-To in G7:
@briana_n_spivey

Top Replied-To in G8:
@dandrezner
@eugenia_south
@mattbruenig
@kevinmkruse
@franklinleonard
@rachelcargle
@iaahmed123
@uncblackcaucus

Top Replied-To in G10:
@deepseadawn

Top Mentioned
Top Mentioned in Entire Graph:
@braincures
@jeremyfarrar
@tarablackshear
@drandriatatem
@ukri_ceo
@suzanne_garrett
@blackintheivory
@thepeopleshubuk
@rossthomson26
@michelle_cruk

Top Mentioned in G1:
@braincures
@jeremyfarrar
@ukri_ceo
@suzanne_garrett
@thepeopleshubuk
@rossthomson26
@michelle_cruk
@evidencebase_im
@petejacksongmp

Top Mentioned in G2:
@blackintheivory
@professorisin
@drshardedavis
@unc_press
@academicchatter
@drayanajordan
@facultyrecruit
@uchi_uconn
@ravenscimaven
@mariuskothor

Top Mentioned in G3:
@cclaremdmph
@nhannahjones
@unc
@drjasonjohnson
@jhospmedicine
@drkysr
@drv_neomd
@oni_blackstock
@thesocscientist
@howardu

Top Mentioned in G4:
@drbrittanij
@iemcelroy
@doczaymd
@ramlakasozimd
@rcg1812
@reneecrichlowmd
@umaduekwemd
@cclaremdmph
@stfm_fm
@jp_reynoldsmd

Top Mentioned in G5:
@tarablackshear
@bhalawriters
@paulharris917
@shepherdmpofu
@itsufuoma
@phdgprotein86
@activeroberts
@uofmaryland
@tinalasisi

Top Mentioned in G6:
@drandriatatem
@tarablackshear
@ogunyemimd
@uche_blackstock
@jhospmedicine
@cclaremdmph
@wimin_wmis
@sdhanvan
@blackintheivory

Top Mentioned in G7:
@briana_n_spivey
@theempowerlab
@drishametzger
@drearlturner
@reecradio
@tarablackshear
@paulharris917
@imraugh
@wesunruh

Top Mentioned in G8:
@activeroberts
@uofmaryland
@teamedefi
@bkhamp
@drcegreen
@crrogersphd
@drcaberry
@dandrezner
@kevinmkruse
@blkinengineerng

Top Mentioned in G9:
@paulharris917
@drrdmayes
@drdvega
@ehinesphd
@drmdhannon
@karaieva24
@ascatweets
@briana_n_spivey
@proftiamadkins
@ramongoings

Top Mentioned in G10:
@reshmi777
@drfuraha_asani
@isasaxonists
@acrc_uk
@deepseadawn
@blkingeoscience
@philferro7
@blackinmarsci
@clumpedisotopes

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@independent
@thehill
@feministajones
@wildwalkerwoman
@brontyman
@sexygirl798
@marting8177
@guardian
@angelsscream

Top Tweeters in G1:
@independent
@googleexpertuk
@blackphysicists
@bbcnews
@nytimes
@nicochan33
@hiringcare
@serenashimaward
@washingtonpost
@doctorow

Top Tweeters in G2:
@wildwalkerwoman
@guardian
@redz041
@bostonglobe
@nanayasleeps
@buckleyswartz
@drugmonkeyblog
@daviddark
@azcentral
@botforequality

Top Tweeters in G3:
@threadreaderapp
@feministajones
@forbes
@cnn
@ap
@debraj112
@filmtvdiversity
@chloedancer
@exavierpope
@inko136

Top Tweeters in G4:
@thehill
@marting8177
@jameskthompson1
@imsydneya
@joejaggi
@jonesseeker
@themuslimhippie
@linluv5
@emperorblargus
@bovarycee

Top Tweeters in G5:
@cynicalvision50
@debp197
@gmarie55
@avildsen
@notingshaw
@lindadoherty4
@karaoke_god
@nomorebooks
@ehrenreichalex
@jerry_durhampt

Top Tweeters in G6:
@brontyman
@memeburk
@netbacker
@uscgamecockboy
@tinu
@djmusgr
@dialogician
@carrdiganbutton
@unclemuley
@aunty__em

Top Tweeters in G7:
@ohohpick_mimi
@queenieluvsya
@jadorecas
@reecradio
@_mimikoko
@tarik_endale
@wesunruh
@dharry_93
@chefjunya_
@pacific_chiller

Top Tweeters in G8:
@helpyougetgains
@chadstanton
@dandrezner
@npr
@davidudale
@drcaberry
@sharkgurl2
@franklinleonard
@psychwithsass
@peiferlabunc

Top Tweeters in G9:
@the3jsmom
@kenikewahine78
@pkanagaratnam
@schenhayes
@learnteachwin
@zeroutopia
@drklclemons
@shortribninja
@memoriavitae
@christ_ladyl

Top Tweeters in G10:
@angelsscream
@profsunnysingh
@usatoday
@dorothyk98
@leafwarbler
@zaranosaur
@publichealthmap
@rizikaoikonomik
@tiannathewriter
@matthewboedy


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