#BlackInTheIvory, Twitter, 1/15/2023 8:52:53 AM, 288054


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#BlackInTheIvory_2023-01-15_00-34-16.xlsx
#BlackInTheIvory_2023-01-15_00-34-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 15, 2023
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3XvaYi1
@blackintheivory
@this0499154500
@tarablackshear
@braincures
@drandriatatem
@professorisin
@cclaremdmph
@briana_n_spivey
@b0tsci
@usnehal

Top hashtags:
#blackintheivory
#academictwitter
#blackinstem
#bhm

Description:
Description
The graph represents a network of 4,107 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 08:38 UTC.

The tweets in the network were tweeted over the 1387-day, 6-hour, 33-minute period from Friday, 29 March 2019 at 08:50 UTC to Saturday, 14 January 2023 at 15:24 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 : 4107
Unique Edges : 2795
Edges With Duplicates : 13090
Total Edges : 15885
Number of Edge Types : 9
Retweet : 3805
MentionsInRetweet : 7959
Quote : 237
Tweet : 615
Mentions : 1201
Replies to : 369
MentionsInReplyTo : 1174
MentionsInQuote : 243
MentionsInQuoteReply : 282
Self-Loops : 1496
Reciprocated Vertex Pair Ratio : 0.0392804093084667
Reciprocated Edge Ratio : 0.0755915515324758
Connected Components : 200
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 3624
Maximum Edges in a Connected Component : 15092
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.485685
Graph Density : 0.000373413526215622
Modularity : 0.353819
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,107 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 08:38 UTC.

The tweets in the network were tweeted over the 1387-day, 6-hour, 33-minute period from Friday, 29 March 2019 at 08:50 UTC to Saturday, 14 January 2023 at 15:24 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
[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/1474134576742256651/photo/1
[4] https://twitter.com/usnehal/status/1470025545144541193/photo/1
[4] https://twitter.com/usnehal/status/1378830420767293441/photo/1
[4] https://twitter.com/usnehal/status/1345734963715584003/photo/1

Top URLs in Tweet in G2:
[5] https://twitter.com/DrBrittaniJ/status/1422643519274029058/video/1
[4] https://twitter.com/rcg1812/status/1403453931594862594
[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
[3] https://twitter.com/RFentonMD/status/1486342500486991874
[2] https://shmpublications.onlinelibrary.wiley.com/doi/full/10.1002/jhm.2691
[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

Top URLs in Tweet in G3:
[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://theprofessorisin.com/?p=13892
[7] https://theprofessorisin.com/2021/05/25/a-black-womans-story-from-despair-to-joy-part-i-blm-guest-post/
[6] https://blackintheivory.net/
[6] https://twitter.com/Phiankhi/status/1405957345105035278/photo/1
[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 G4:
[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 G5:
[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 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://twitter.com/TheEMPOWERLab/status/1397000636198178817/video/1
[1] https://twitter.com/TheEMPOWERLab/status/1469774236214607884/video/1
[1] https://open.spotify.com/episode/2rE9pmSsnUbyG1tCLNOHKT?si=VKT6wZomSiCj3yFMiP5VKQ&dl_branch=1
[1] https://twitter.com/TheEMPOWERLab/status/1469774404754288643/photo/1
[1] https://open.spotify.com/episode/5EQDcKZjBDDHLXo2rNbNL8?si=T-XP8m1nT-OpIM6WV86iAA&dl_branch=1

Top URLs in Tweet in G7:
[3] https://linktr.ee/DrSFJ?fbclid=IwAR3BjoTjfM0fzuHA1qRB_eXKVJgRB0FaZCNBKWI_vZUlz3VW07ogRYgPeOU
[3] https://www.teamedefi.org/post/afrofuturism-reimaging-stem-for-urban-learners
[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 G8:
[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/ASCAtweets/status/1438938423109296131
[1] https://twitter.com/EbonyJHilton_MD/status/1522188226550714369
[1] https://ascaconferences.org/at-home/
[1] https://twitter.com/ASCAtweets/status/1438938423109296131/photo/1

Top URLs in Tweet in G9:
[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/1423107387519500292
[1] https://twitter.com/Reshmi777/status/1416068774332043265
[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://www.chronicle.com/article/28-of-women-in-higher-ed-believe-they-were-not-promoted-because-of-their-gender

Top URLs in Tweet in G10:
[7] https://unthsc.zoom.us/webinar/register/2116518395137/WN_nLl2HoI2QR-KzaQLfJmUug
[2] https://crosstalk.cell.com/blog/3-hanna-gray-fellows-offer-advice-for-early-career-scientists-applying-to-hhmi-programs
[2] https://twitter.com/krcarriere/status/1464016166960209922
[1] https://twitter.com/TheSocScientist/status/1522567619546685440/photo/1
[1] https://twitter.com/TheSocScientist/status/1436294675250524160/photo/1
[1] https://www.intersectionssciencefellows.com/
[1] https://twitter.com/TheSocScientist/status/1432369531100483589/photo/1
[1] https://twitter.com/TheSocScientist/status/1603037967399981057/photo/1
[1] https://blackinneuro.com/binw22
[1] https://twitter.com/TheSocScientist/status/1551577647813201920/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[809] twitter.com
[103] theprofessorisin.com
[63] nodexlgraphgallery.org
[41] chronicle.com
[30] myworkdayjobs.com
[24] youtube.com
[24] mcmaster.ca
[23] nature.com
[22] co.uk
[22] blackintheivory.net

Top Domains in Tweet in G1:
[161] 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] insidehighered.com

Top Domains in Tweet in G2:
[92] twitter.com
[3] cnn.com
[2] wiley.com
[2] edu.au
[2] forbes.com
[2] medscape.com
[2] lww.com
[2] sfn.org
[1] businessinsider.com
[1] jamanetwork.com

Top Domains in Tweet in G3:
[103] theprofessorisin.com
[74] 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 G4:
[6] twitter.com
[1] chronicle.com
[1] sheridanlawfirm.com
[1] linktr.ee

Top Domains in Tweet in G5:
[12] twitter.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:
[37] 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 G8:
[15] twitter.com
[3] sheridanlawfirm.com
[1] ascaconferences.org
[1] tennessee.edu

Top Domains in Tweet in G9:
[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 Domains in Tweet in G10:
[14] twitter.com
[7] zoom.us
[3] cell.com
[2] interfolio.com
[1] intersectionssciencefellows.com
[1] blackinneuro.com
[1] organizefor.org
[1] nature.com
[1] collegeconsensus.com
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2081] blackintheivory
[287] academictwitter
[192] blackinstem
[170] bhm
[149] academicchatter
[89] blackhistorymonth
[87] blm
[83] blacklivesmatter
[69] medtwitter
[64] phdlife



Top Hashtags in Tweet in G1:
[270] blackintheivory
[64] blackinstem
[37] academictwitter
[36] blackhistorymonth
[22] blackinphotonics
[22] blackinneuro
[21] highered
[21] academicchatter
[20] mlkday
[19] spieopticsphotonics

Top Hashtags in Tweet in G2:
[138] blackintheivory
[43] match2022
[43] blackmedtwitter
[38] medtwitter
[37] blackexcellence
[33] ilooklikeasurgeon
[16] meded
[13] blackinstem
[13] alhamdulilah
[13] fortheculture

Top Hashtags in Tweet in G3:
[445] blackintheivory
[98] academictwitter
[59] blm
[25] academicchatter
[23] blacklivesmatter
[22] blackinstem
[19] futurefaculty
[16] academia
[13] blacktechtwitter
[13] blackademic

Top Hashtags in Tweet in G4:
[11] blackintheivory
[10] masterclass
[2] academicchatter
[1] savethedate
[1] writingcommunity
[1] bhalawriters
[1] alhamdulilah
[1] fortheculture
[1] firstgen
[1] blackwomenphd

Top Hashtags in Tweet in G5:
[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 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] academics4blacklives
[12] blacklivesmatter
[10] representationmatters
[9] blackinstem
[6] racialtraumaisreal
[4] academictwitter
[3] blackstemmers
[3] afrofuturism
[2] antiracism

Top Hashtags in Tweet in G8:
[33] blackintheivory
[14] antiracistsc
[9] scchat
[8] counselored
[8] academictwitter
[7] highered
[6] academia
[2] morethananathlete
[1] academicchatter
[1] channelingtheancestors

Top Hashtags in Tweet in G9:
[45] blackintheivory
[7] medievaltwitter
[4] academictwitter
[2] shakerace
[2] bipocfaculty
[2] highered
[2] bipoc
[2] representationmatters
[1] citeblackwomen
[1] noiresteminist

Top Hashtags in Tweet in G10:
[34] blackintheivory
[21] blackinstem
[14] academicchatter
[12] academictwitter
[9] latinxinstem
[9] blackincancer
[8] facultyjob
[7] womeninstem
[6] redwinerant
[5] blackinscience

Top Words
Top Words in Tweet in Entire Graph:
[2083] #blackintheivory
[1628] black
[487] students
[384] tenure
[375] braincures
[362] dr
[361] woman
[358] first
[343] academia
[327] story

Top Words in Tweet in G1:
[375] braincures
[270] #blackintheivory
[269] jeremyfarrar
[202] ukri_ceo
[201] suzanne_garrett
[188] thepeopleshubuk
[186] rossthomson26
[185] michelle_cruk
[185] petejacksongmp
[185] evidencebase_im

Top Words in Tweet in G2:
[155] black
[140] #blackintheivory
[134] academia
[103] drbrittanij
[98] students
[98] love
[93] amazing
[92] news
[91] teaching
[91] finally

Top Words in Tweet in G3:
[445] #blackintheivory
[273] black
[121] blackintheivory
[101] professorisin
[98] #academictwitter
[70] drshardedavis
[70] scholars
[68] white
[64] unc_press
[64] academia

Top Words in Tweet in G4:
[214] black
[210] proud
[209] woman
[209] earn
[209] tenure
[209] ancestors
[209] department
[209] first
[209] make
[209] adding

Top Words in Tweet in G5:
[186] story
[186] guess
[186] world
[186] published
[186] shared
[186] hear
[186] link
[186] washington
[185] comment
[185] drandriatatem

Top Words in Tweet in G6:
[160] 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
[64] black
[58] activeroberts
[54] professor
[53] uofmaryland
[52] tenured
[51] promoted
[51] associate
[51] official
[50] #b

Top Words in Tweet in G8:
[100] black
[90] paulharris917
[82] students
[73] impact
[72] right
[71] epitome
[71] brilliant
[71] doc
[71] pwis
[71] going

Top Words in Tweet in G9:
[57] bipoc
[54] threads
[45] #blackintheivory
[41] isasaxonists
[38] reshmi777
[37] field
[30] drfuraha_asani
[29] still
[27] exhausted
[27] scholars

Top Words in Tweet in G10:
[34] #blackintheivory
[30] black
[21] #blackinstem
[14] #academicchatter
[14] women
[14] academy
[12] #academictwitter
[12] angeljonesphd
[12] people
[11] baffles

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[312] black,woman
[299] first,black
[240] woman,earn
[235] earn,tenure
[234] tenure,department
[234] tryin,make
[234] make,ancestors
[234] proud,first
[234] department,adding
[234] ancestors,proud

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

Top Word Pairs in Tweet in G2:
[91] love,teaching
[90] personal,news
[90] news,finally
[90] finally,quit
[90] students,cost
[90] quit,academia
[90] cost,physical
[90] teaching,amazing
[90] academia,love
[90] amazing,students

Top Word Pairs in Tweet in G3:
[35] 2023,unc_press
[35] anthology,#blackintheivory
[35] coming,fall
[35] fall,2023
[35] unc_press,anthology
[33] #blackintheivory,experiences
[33] experiences,edited
[33] drshardedavis,interested
[33] edited,drshardedavis
[32] black,woman

Top Word Pairs in Tweet in G4:
[209] proud,first
[209] tryin,make
[209] first,black
[209] earn,tenure
[209] department,adding
[209] woman,earn
[209] black,woman
[209] ancestors,proud
[209] tenure,department
[209] make,ancestors

Top Word Pairs in Tweet in G5:
[186] washington,shared
[186] guess,published
[186] hear,link
[186] shared,story
[186] world,hear
[186] published,washington
[186] story,world
[185] drandriatatem,guess
[185] link,comment
[9] first,black

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

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

Top Word Pairs in Tweet in G8:
[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 G9:
[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
[20] please,join

Top Word Pairs in Tweet in G10:
[14] black,women
[11] question,competence
[11] competence,qualifications
[11] women,academy
[11] baffles,people
[11] #academictwitter,#academicchatter
[11] qualifications,black
[11] people,question
[10] angeljonesphd,baffles
[9] #blackincancer,#blackinstem

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:
@sjjphd
@futuredocs
@tetetonwemd
@womxnshc
@bonneylab
@otrowers_md
@pericemanns
@innodim
@profkori

Top Replied-To in G3:
@drshardedavis

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 G9:
@deepseadawn

Top Replied-To in G10:
@cellpressnews
@asbmb
@mdalmage
@sdsu

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:
@drbrittanij
@cclaremdmph
@iemcelroy
@doczaymd
@jhospmedicine
@docmosho
@ramlakasozimd
@drkysr
@rcg1812
@drv_neomd

Top Mentioned in G3:
@blackintheivory
@professorisin
@drshardedavis
@unc_press
@academicchatter
@drayanajordan
@facultyrecruit
@mariuskothor
@uchi_uconn
@ravenscimaven

Top Mentioned in G4:
@tarablackshear
@bhalawriters
@paulharris917
@shepherdmpofu
@itsufuoma
@phdgprotein86
@activeroberts
@uofmaryland
@professorisin

Top Mentioned in G5:
@drandriatatem
@tarablackshear
@ogunyemimd
@uche_blackstock
@jhospmedicine
@cclaremdmph
@wimin_wmis
@sdhanvan
@blackintheivory

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

Top Mentioned in G7:
@activeroberts
@uofmaryland
@teamedefi
@bkhamp
@drcegreen
@crrogersphd
@drcaberry
@dandrezner
@kevinmkruse
@blkinengineerng

Top Mentioned in G8:
@paulharris917
@drrdmayes
@desakaryedaniel
@drdvega
@ehinesphd
@drmdhannon
@karaieva24
@ascatweets
@briana_n_spivey
@proftiamadkins

Top Mentioned in G9:
@isasaxonists
@reshmi777
@drfuraha_asani
@acrc_uk
@deepseadawn
@tanadjoseph
@blkingeoscience
@philferro7
@blackinmarsci

Top Mentioned in G10:
@angeljonesphd
@thesocscientist
@nrmnet
@sdsu
@antiblackreader
@zayaslab
@blackinneuro
@sharonkahara
@stacylindau
@blackintheivory

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
@nicochan33
@hiringcare
@serenashimaward
@washingtonpost
@doctorow

Top Tweeters in G2:
@marting8177
@jameskthompson1
@imsydneya
@forbes
@joejaggi
@jonesseeker
@cnn
@linluv5
@emperorblargus
@bovarycee

Top Tweeters in G3:
@thehill
@wildwalkerwoman
@guardian
@sanitythief
@redz041
@bostonglobe
@nanayasleeps
@buckleyswartz
@themuslimhippie
@drugmonkeyblog

Top Tweeters in G4:
@cynicalvision50
@debp197
@gmarie55
@avildsen
@notingshaw
@lindadoherty4
@karaoke_god
@nomorebooks
@ehrenreichalex
@jerry_durhampt

Top Tweeters in G5:
@brontyman
@memeburk
@netbacker
@uscgamecockboy
@djmusgr
@tinu
@dialogician
@carrdiganbutton
@unclemuley
@aunty__em

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

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

Top Tweeters in G8:
@the3jsmom
@kenikewahine78
@pkanagaratnam
@schenhayes
@learnteachwin
@zeroutopia
@drklclemons
@shortribninja
@krustyy_krabs
@memoriavitae

Top Tweeters in G9:
@angelsscream
@profsunnysingh
@usatoday
@dorothyk98
@leafwarbler
@zaranosaur
@canadian_errant
@publichealthmap
@rizikaoikonomik
@tiannathewriter

Top Tweeters in G10:
@jseulement2019
@alxellt0308
@luvwinsresist
@adrblyferocious
@laurelbunce
@mweiss_tue
@lfvelezphd
@espritdelionne
@bodhisjw
@workacademic


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