#BlackInTheIvory, Twitter, 3/4/2023 11:10:24 AM, 290183


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#BlackInTheIvory_2023-03-04_00-38-25.xlsx
#BlackInTheIvory_2023-03-04_00-38-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2023
Short Description:
#BlackInTheIvory via NodeXL PERMANENTLY_REMOVED
@blackintheivory
@this0499154500
@braincures
@drandriatatem
@cclaremdmph
@professorisin
@b0tsci
@briana_n_spivey
@usnehal
@drbrittanij

Top hashtags:
#blackintheivory
#academictwitter
#blackinstem
#bhm
#academicchatter

Description:
Description
The graph represents a network of 4,098 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 09:13 UTC.

The tweets in the network were tweeted over the 1435-day, 9-hour, 0-minute period from Friday, 29 March 2019 at 08:50 UTC to Friday, 03 March 2023 at 17:51 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 : 4098
Unique Edges : 2965
Edges With Duplicates : 13061
Total Edges : 16026
Number of Edge Types : 9
Retweet : 3761
MentionsInRetweet : 8082
Quote : 237
Tweet : 641
Mentions : 1231
Replies to : 374
MentionsInReplyTo : 1126
MentionsInQuote : 248
MentionsInQuoteReply : 326
Self-Loops : 1529
Reciprocated Vertex Pair Ratio : 0.0393713545042126
Reciprocated Edge Ratio : 0.0757599376461419
Connected Components : 211
Single-Vertex Connected Components : 78
Maximum Vertices in a Connected Component : 3555
Maximum Edges in a Connected Component : 15125
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.599047
Graph Density : 0.000382083904076749
Modularity : 0.358985
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,098 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 09:13 UTC.

The tweets in the network were tweeted over the 1435-day, 9-hour, 0-minute period from Friday, 29 March 2019 at 08:50 UTC to Friday, 03 March 2023 at 17:51 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:
[28] https://www.myworkday.com/wday/drs/outage?t=umiami&s=UMCareerStaff
[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
[11] https://theprofessorisin.com/?p=13892
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[10] https://blackintheivory.net/memoirs
[8] https://twitter.com/biophyskrys/status/1438881680337502211/video/1
[8] https://blackintheivory.net/
[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://unthsc.zoom.us/webinar/register/2116518395137/WN_nLl2HoI2QR-KzaQLfJmUug
[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/1378830420767293441/photo/1
[4] https://twitter.com/usnehal/status/1345734963715584003/photo/1
[4] https://twitter.com/usnehal/status/1470025545144541193/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/
[11] https://theprofessorisin.com/?p=13892
[10] https://blackintheivory.net/memoirs
[7] https://blackintheivory.net/
[7] https://theprofessorisin.com/2021/05/25/a-black-womans-story-from-despair-to-joy-part-i-blm-guest-post/
[6] https://twitter.com/Phiankhi/status/1405957345105035278/photo/1
[6] https://theprofessorisin.com/2020/06/14/you-may-be-your-black-colleagues-amy-cooper-blm-guest-post/
[6] https://theprofessorisin.com/2022/02/17/between-grief-and-freedom-what-my-dear-friend-taught-me-about-getting-to-the-other-side-of-academia/
[6] https://twitter.com/thehill/status/1395524762101821440
[5] http://theprofessorisin.com/2020/06/17/5-anti-racist-practices-white-scholars-can-adopt-today-blm-guest-post/

Top URLs in Tweet in G3:
[4] https://twitter.com/innodim/status/1522297745406668800/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://twitter.com/ChaseTMAnderson/status/1428086547203588100
[2] https://twitter.com/DiversifyInPath/status/1491664664501137409
[2] https://ro.uow.edu.au/jutlp/latestnews.html#SI5
[2] https://login.medscape.com/login/sso/getlogin?wcode=102&client=205502&urlCache=aHR0cHM6Ly93d3cubWVkc2NhcGUuY29tL3NsaWRlc2hvdy9ibGFjay1waHlzaWNpYW4tSW5mbHVlbmNlcnMtNjAxMzQ1MD9mYmNsaWQ9SXdBUjFvUzBfMzJiLUpHcDNObWNkRTlPU21ITDBWeUxoN1l1MG9hTmNQVklncDd2SUNZNjN0QVlNWldQcw&sc=ng&scode=msp
[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/Bacardisour/status/1488940262881579009

Top URLs in Tweet in G4:
[4] https://modernfigurespodcast.com/affective-and-effective-episode-055/
[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://modernfigurespodcast.com/like-a-kid-in-a-computing-store-episode-031/
[1] https://modernfigurespodcast.com/a-data-scientist-for-humanity-episode-045
[1] https://twitter.com/ModFigsPodcast/status/1532110742538883073/video/1
[1] https://www.youtube.com/modernfigurespodcast
[1] https://twitter.com/ModFigsPodcast/status/1562838273785212928/photo/1

Top URLs in Tweet in G5:
[5] https://twitter.com/DrBrittaniJ/status/1422643519274029058/video/1
[2] https://twitter.com/zra_research/status/1416047699976200199/photo/1
[1] https://twitter.com/RayCypMD/status/1433411593463865352
[1] https://twitter.com/rcg1812/status/1403453931594862594
[1] https://twitter.com/zra_research/status/1416047699976200199
[1] https://www.washingtonpost.com/education/2021/06/16/penn-state-black-faculty-racism/
[1] https://www.insidehighered.com/advice/2021/07/16/black-women-face-many-obstacles-their-efforts-win-tenure-opinion
[1] https://twitter.com/BattleCryPod/status/1402042035922604036/photo/1
[1] https://twitter.com/BattleCryPod/status/1431242213594316801/photo/1
[1] https://twitter.com/BattleCryPod/status/1426198516397789188/photo/1

Top URLs in Tweet in G6:
[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/2DrdUv8vNxxS9doPGsvXJa?si=NQWehN7GSDm153GOMQrdgg&dl_branch=1
[1] https://open.spotify.com/episode/5EQDcKZjBDDHLXo2rNbNL8?si=T-XP8m1nT-OpIM6WV86iAA&dl_branch=1
[1] https://twitter.com/TheEMPOWERLab/status/1469774236214607884/video/1
[1] https://twitter.com/TheEMPOWERLab/status/1397000636198178817/video/1
[1] https://twitter.com/TheEMPOWERLab/status/1469774404754288643/photo/1
[1] https://open.spotify.com/episode/2rE9pmSsnUbyG1tCLNOHKT?si=VKT6wZomSiCj3yFMiP5VKQ&dl_branch=1

Top URLs in Tweet in G7:
[3] https://www.chronicle.com/article/how-many-black-women-have-tenure-on-your-campus-search-here
[3] https://linktr.ee/DrSFJ?fbclid=IwAR3BjoTjfM0fzuHA1qRB_eXKVJgRB0FaZCNBKWI_vZUlz3VW07ogRYgPeOU
[2] https://twitter.com/ActiveRoberts/status/1402672614221488130
[2] https://twitter.com/DrLizAparicio/status/1397442948510494722/photo/1
[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/
[1] https://www.chronicle.com/article/the-tenure-denial-of-nikole-hannah-jones-is-craven-and-dangerous
[1] https://twitter.com/ActiveRoberts/status/1402672614221488130/photo/1
[1] https://twitter.com/jelani9/status/1395110072238452738

Top URLs in Tweet in G8:
[3] https://www.teamedefi.org/post/afrofuturism-reimaging-stem-for-urban-learners
[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
[1] https://twitter.com/ShawntaeMitchum/status/1623128923583447042/photo/1
[1] https://www.youtube.com/watch?v=c3qzaTq9ZkU&feature=youtu.be

[1] https://www.youtube.com/watch?v=2W7E8CdpPOo&feature=youtu.be

[1] https://twitter.com/BlkInEngineerng/status/1415800412997836803/photo/1
[1] https://www.teamedefi.org/post/the-correlation-between-undergraduate-student-diversity
[1] https://twitter.com/TeamEDEFI/status/1466154232546004995/photo/1
[1] https://twitter.com/TeamEDEFI/status/1450916487322013709/photo/1

Top URLs in Tweet in G9:
[4] https://twitter.com/Ti_Enjoli/status/1269647180689702912/photo/1
[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
[2] https://twitter.com/TAMUBGSA/status/1629940563695882244/photo/1
[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

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/itscrystalgrant/status/1269778038956470272?s=20
[1] https://www.nytimes.com/2014/11/02/opinion/sunday/they-call-me-doctor-berry.html?_r=0
[1] https://twitter.com/Reshmi777/status/1416068774332043265
[1] https://twitter.com/Reshmi777/status/1423107387519500292
[1] https://twitter.com/Primary_Podcast/status/1465404592523558914
[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://www.bristolpost.co.uk/news/bristol-news/black-lecturer-taking-bristol-university-8015509
[1] https://academictrauma.com

Top Domains
Top Domains in Tweet in Entire Graph:
[826] twitter.com
[130] theprofessorisin.com
[63] nodexlgraphgallery.org
[41] chronicle.com
[28] myworkday.com
[25] youtube.com
[24] mcmaster.ca
[23] nature.com
[23] blackintheivory.net
[22] co.uk

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

Top Domains in Tweet in G2:
[130] theprofessorisin.com
[67] twitter.com
[21] blackintheivory.net
[16] chronicle.com
[6] insidehighered.com
[6] uconn.edu
[5] blkingradschool.com
[5] columbia.edu
[4] theguardian.com
[3] ow.ly

Top Domains in Tweet in G3:
[99] twitter.com
[3] cnn.com
[2] wiley.com
[2] edu.au
[2] forbes.com
[2] medscape.com
[2] lww.com
[2] naacpldf.org
[2] sfn.org
[1] nbcnews.com

Top Domains in Tweet in G4:
[19] twitter.com
[8] modernfigurespodcast.com
[2] youtube.com
[1] myshopify.com

Top Domains in Tweet in G5:
[15] twitter.com
[1] washingtonpost.com
[1] insidehighered.com
[1] apple.com

Top Domains in Tweet in G6:
[13] twitter.com
[3] spotify.com
[2] postedstuff.com
[2] viglink.com

Top Domains in Tweet in G7:
[36] twitter.com
[5] chronicle.com
[4] linktr.ee
[2] npr.org
[2] cambridge.org
[1] journalistsresource.org
[1] dallasnews.com
[1] youtube.com
[1] wunc.org
[1] washingtonpost.com

Top Domains in Tweet in G8:
[10] twitter.com
[8] teamedefi.org
[2] youtube.com

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

Top Domains in Tweet in G10:
[11] twitter.com
[4] academictrauma.com
[2] chronicle.com
[1] nytimes.com
[1] researchprofessionalnews.com
[1] co.uk
[1] spotify.com
[1] nature.com
[1] washingtonpost.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2178] blackintheivory
[293] academictwitter
[193] blackinstem
[172] bhm
[153] academicchatter
[96] blm
[91] blackhistorymonth
[86] blacklivesmatter
[69] phdlife
[68] academia



Top Hashtags in Tweet in G1:
[270] blackintheivory
[69] blackinstem
[42] academictwitter
[38] womeninstem
[26] academicchatter
[22] blackinphotonics
[22] blackhistorymonth
[20] blackinneuro
[20] blm
[20] highered

Top Hashtags in Tweet in G2:
[471] blackintheivory
[99] academictwitter
[68] blm
[26] academicchatter
[24] blacklivesmatter
[21] blackinstem
[21] academia
[12] blacktechtwitter
[12] blackademic
[12] blackinmedicine

Top Hashtags in Tweet in G3:
[143] blackintheivory
[37] blackmedtwitter
[37] blackexcellence
[34] ilooklikeasurgeon
[24] medtwitter
[17] meded
[11] alhamdulilah
[11] fortheculture
[10] academictwitter
[8] blackwomeninmedicine

Top Hashtags in Tweet in G4:
[15] blackintheivory
[10] blackintech
[9] blackgirlmagic
[9] blackwomenintech
[8] phdlife
[7] blackinacademia
[6] phd
[5] wocintech
[4] dei
[4] modfigspod

Top Hashtags in Tweet in G5:
[40] match2022
[24] blackintheivory
[11] medtwitter
[8] blackmedtwitter
[7] blackinx
[7] blackinstem
[7] diversityinstem
[6] academictwitter
[5] academicchatter
[5] thebattlecrypodcast

Top Hashtags in Tweet in G6:
[22] blackintheivory
[15] blackademia
[15] blackpodcasts
[14] impact
[14] thrive
[13] blackpodcasters
[13] blackhealth
[11] dopeblackpods
[11] podcast
[9] amplifymelanatedvoices

Top Hashtags in Tweet in G7:
[103] blackintheivory
[13] blacklivesmatter
[13] academics4blacklives
[10] representationmatters
[6] racialtraumaisreal
[5] academictwitter
[2] antiracism
[2] inequities
[2] blackintheacademy
[2] amplifyblackstem

Top Hashtags in Tweet in G8:
[28] blackintheivory
[9] academictwitter
[9] blackinstem
[6] phdlife
[5] phdchat
[5] academicchatter
[4] bierollcall
[3] blackinsoc
[3] afrofuturism
[3] blackstemmers

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

Top Hashtags in Tweet in G10:
[45] blackintheivory
[7] medievaltwitter
[4] academictwitter
[2] shakerace
[2] bipocfaculty
[2] highered
[2] bipoc
[2] representationmatters
[1] citeblackwomen
[1] noiresteminist

Top Words
Top Words in Tweet in Entire Graph:
[2180] #blackintheivory
[1522] black
[498] students
[376] braincures
[367] dr
[355] academia
[342] story
[300] experiences
[293] #academictwitter
[274] shared

Top Words in Tweet in G1:
[376] braincures
[270] #blackintheivory
[270] jeremyfarrar
[203] ukri_ceo
[202] suzanne_garrett
[189] thepeopleshubuk
[189] black
[187] rossthomson26
[186] michelle_cruk
[186] petejacksongmp

Top Words in Tweet in G2:
[471] #blackintheivory
[277] black
[119] blackintheivory
[106] professorisin
[99] #academictwitter
[82] white
[74] scholars
[71] drshardedavis
[71] academia
[70] today

Top Words in Tweet in G3:
[145] #blackintheivory
[101] black
[60] work
[57] academia
[54] cclaremdmph
[44] getting
[42] iemcelroy
[41] dei
[39] someone
[38] institution

Top Words in Tweet in G4:
[184] link
[184] published
[184] world
[184] shared
[184] hear
[184] washington
[184] story
[184] guess
[183] drandriatatem
[183] comment

Top Words in Tweet in G5:
[96] drbrittanij
[88] students
[87] love
[87] academia
[85] quit
[85] physical
[85] teaching
[85] personal
[85] finally
[85] cost

Top Words in Tweet in G6:
[157] black
[139] graduate
[137] students
[133] briana_n_spivey
[132] dismantling
[132] oppression
[132] understanding
[132] experiences
[132] systems
[132] essential

Top Words in Tweet in G7:
[103] #blackintheivory
[60] activeroberts
[55] black
[54] uofmaryland
[54] professor
[53] tenured
[51] promoted
[51] associate
[51] official
[50] #b

Top Words in Tweet in G8:
[130] black
[97] first
[97] phd
[97] shawntaemitchum
[96] re
[95] looking
[93] yes
[93] cohort
[93] small
[93] uscsociology

Top Words in Tweet in G9:
[104] black
[92] paulharris917
[83] students
[73] impact
[72] right
[71] brilliant
[71] epitome
[71] pwis
[71] doc
[71] going

Top Words in Tweet in G10:
[58] bipoc
[54] threads
[45] #blackintheivory
[40] isasaxonists
[39] reshmi777
[37] field
[30] drfuraha_asani
[29] still
[27] exhausted
[27] making

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[203] washington,shared
[203] hear,link
[203] world,hear
[203] guess,published
[203] published,washington
[203] story,world
[203] shared,story
[202] drandriatatem,guess
[202] link,comment
[186] evidencebase_im,thepeopleshubuk

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

Top Word Pairs in Tweet in G2:
[36] 2023,unc_press
[36] anthology,#blackintheivory
[36] coming,fall
[36] black,women
[36] fall,2023
[36] unc_press,anthology
[34] #blackintheivory,experiences
[34] experiences,edited
[34] drshardedavis,interested
[34] edited,drshardedavis

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

Top Word Pairs in Tweet in G4:
[184] washington,shared
[184] guess,published
[184] shared,story
[184] world,hear
[184] hear,link
[184] published,washington
[184] story,world
[183] link,comment
[183] drandriatatem,guess
[9] first,black

Top Word Pairs in Tweet in G5:
[85] teaching,amazing
[85] quit,academia
[85] love,teaching
[85] news,finally
[85] finally,quit
[85] academia,love
[85] personal,news
[85] students,cost
[85] amazing,students
[85] cost,physical

Top Word Pairs in Tweet in G6:
[137] black,graduate
[136] graduate,students
[132] understanding,experiences
[132] experiences,black
[132] dismantling,systems
[132] systems,oppression
[132] essential,dismantling
[132] students,essential
[131] briana_n_spivey,understanding
[120] oppression,exist

Top Word Pairs in Tweet in G7:
[51] associate,professor
[51] official,promoted
[51] tenured,#blackintheivory
[51] uofmaryland,tenured
[51] promoted,associate
[51] professor,uofmaryland
[50] #blackintheivory,#b
[50] activeroberts,official
[17] black,faculty
[13] postdoc,decide

Top Word Pairs in Tweet in G8:
[93] black,afro
[93] latina,phd
[93] looking,first
[93] afro,latina
[93] re,looking
[93] 2021,uscsociology
[93] cohort,2021
[93] phd,cohort
[93] first,black
[93] small,yes

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

Top Word Pairs in Tweet in G10:
[27] threads,situation
[27] making,threads
[27] upon,threads
[27] exhausted,still
[27] still,waiting
[27] threads,upon
[27] situation,exhausted
[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
@nhannahjones
@eugenia_south
@jeremyfarrar
@universitiesuk
@davidwblight1

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:
@janehmul
@otrowers_md
@sjjphd
@futuredocs
@tetetonwemd
@womxnshc
@bonneylab
@pericemanns
@mahad_minhas
@innodim

Top Replied-To in G5:
@kcobbmd

Top Replied-To in G6:
@briana_n_spivey

Top Replied-To in G7:
@dandrezner
@eugenia_south
@mattbruenig
@kevinmkruse
@franklinleonard
@rachelcargle
@iaahmed123
@uncblackcaucus

Top Replied-To in G8:
@yasmin_poole

Top Replied-To in G10:
@deepseadawn

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

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
@mariuskothor
@uchi_uconn
@thedrisn1
@ravenscimaven

Top Mentioned in G3:
@cclaremdmph
@iemcelroy
@nhannahjones
@jhospmedicine
@drkysr
@ramlakasozimd
@reneecrichlowmd
@drv_neomd
@howardu
@oni_blackstock

Top Mentioned in G4:
@drandriatatem
@modfigspodcast
@csdoctorsister
@icallmerudy
@ogunyemimd
@uche_blackstock
@jhospmedicine
@cclaremdmph

Top Mentioned in G5:
@drbrittanij
@doczaymd
@ramlakasozimd
@paulharris917
@waynegears
@cclaremdmph
@drraymd
@usnehal
@drandriatatem
@drayanajordan

Top Mentioned in G6:
@briana_n_spivey
@theempowerlab
@drishametzger
@drearlturner
@reecradio
@paulharris917
@imraugh
@wesunruh
@hellablackpod

Top Mentioned in G7:
@activeroberts
@uofmaryland
@bkhamp
@drcegreen
@crrogersphd
@dandrezner
@drcaberry
@kevinmkruse
@professorisin
@drbrittanij

Top Mentioned in G8:
@shawntaemitchum
@uscsociology
@teamedefi
@ucberkeley
@ucla
@usc
@professorisin
@regan_felice
@blkinengineerng

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

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

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

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

Top Tweeters in G2:
@wildwalkerwoman
@guardian
@inpoco
@sanitythief
@redz041
@bostonglobe
@nanayasleeps
@buckleyswartz
@drugmonkeyblog
@daviddark

Top Tweeters in G3:
@jameskthompson1
@forbes
@cnn
@basbleucrb
@exavierpope
@abc11_wtvd
@mariolapr
@sondrawomen
@ahpadovani
@cbsmornings

Top Tweeters in G4:
@brontyman
@memeburk
@uscgamecockboy
@netbacker
@djmusgr
@tinu
@dialogician
@unclemuley
@carrdiganbutton
@aunty__em

Top Tweeters in G5:
@marting8177
@imsydneya
@joejaggi
@jonesseeker
@themuslimhippie
@linluv5
@emperorblargus
@bovarycee
@fmason3
@kelleyli1974

Top Tweeters in G6:
@ohohpick_mimi
@reecradio
@jadorecas
@_mimikoko
@pacific_chiller
@tarik_endale
@dharry_93
@chefjunya_
@wesunruh
@thoughtfulth0t

Top Tweeters in G7:
@helpyougetgains
@dandrezner
@npr
@davidudale
@drcaberry
@sharkgurl2
@franklinleonard
@psychwithsass
@peiferlabunc
@packedby776

Top Tweeters in G8:
@sbb388
@vinivinidogo
@shonatiger
@datgheechigul
@chadstanton
@clancynewyork
@weesydney
@ntemid
@justustalking2
@graperipple

Top Tweeters in G9:
@the3jsmom
@pkanagaratnam
@kenikewahine78
@schenhayes
@ti_enjoli
@learnteachwin
@zeroutopia
@drklclemons
@shortribninja
@krustyy_krabs

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


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