#BlackInTheIvory, Twitter, 3/12/2023 8:50:06 AM, 290956


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#BlackInTheIvory_2023-03-12_00-34-16.xlsx
#BlackInTheIvory_2023-03-12_00-34-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 12, 2023
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3JA4SJo
@blackintheivory
@this0499154500
@braincures
@drandriatatem
@cclaremdmph
@professorisin
@b0tsci
@briana_n_spivey
@drbrittanij
@usnehal

Top hashtags:
#blackintheivory
#academictwitter
#blackinstem
#bhm

Description:
Description
The graph represents a network of 4,099 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 08:41 UTC.

The tweets in the network were tweeted over the 1442-day, 18-hour, 6-minute period from Friday, 29 March 2019 at 08:50 UTC to Saturday, 11 March 2023 at 02:57 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 : 4099
Unique Edges : 2969
Edges With Duplicates : 13054
Total Edges : 16023
Number of Edge Types : 9
Mentions : 1237
Retweet : 3755
MentionsInRetweet : 8072
Tweet : 646
Quote : 236
MentionsInReplyTo : 1125
MentionsInQuote : 253
Replies to : 373
MentionsInQuoteReply : 326
Self-Loops : 1536
Reciprocated Vertex Pair Ratio : 0.0395590142671855
Reciprocated Edge Ratio : 0.0761072988147224
Connected Components : 211
Single-Vertex Connected Components : 81
Maximum Vertices in a Connected Component : 3568
Maximum Edges in a Connected Component : 15141
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.641196
Graph Density : 0.000381718880356373
Modularity : 0.359279
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,099 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 08:41 UTC.

The tweets in the network were tweeted over the 1442-day, 18-hour, 6-minute period from Friday, 29 March 2019 at 08:50 UTC to Saturday, 11 March 2023 at 02:57 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://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://apply.interfolio.com/107744
[12] https://twitter.com/rejectsuprstar/status/1499843601978826754/photo/1
[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://twitter.com/Phiankhi/status/1405957345105035278/photo/1

Top URLs in Tweet in G1:
[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
[11] https://theprofessorisin.com/?p=13892
[10] https://blackintheivory.net/memoirs
[8] https://blackintheivory.net/
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[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://theprofessorisin.com/2020/06/14/you-may-be-your-black-colleagues-amy-cooper-blm-guest-post/

Top URLs in Tweet in G2:
[7] https://unthsc.zoom.us/webinar/register/2116518395137/WN_nLl2HoI2QR-KzaQLfJmUug
[6] https://www.msvu.ca/new-study-to-explore-experiences-of-black-students-and-trainees-in-stemm-fields/
[5] https://jobs.chronicle.com/job/391376/lecturer-of-biology-anatomy-and-physiology/
[4] https://spie-org.zoom.us/meeting/register/tZEvcuCspj0iHtWx8ETp7irttt06mfaA3ems
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[3] https://www.eventbrite.co.uk/e/the-explorers-conference-2022-tickets-439010400927
[3] https://jobs.chronicle.com/job/403114/lecturer-of-biology-3321/
[2] https://twitter.com/BlackInOptics/status/1500948873757528065
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266211
[2] https://apply.interfolio.com/107744

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
[3] https://ro.uow.edu.au/jutlp/latestnews.html#SI5
[2] https://shmpublications.onlinelibrary.wiley.com/doi/full/10.1002/jhm.2691
[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/
[2] https://twitter.com/CornelWest/status/1414765668222869508
[1] https://twitter.com/pedsmd2b/status/1355212905101348866/photo/1
[1] https://twitter.com/UREssien/status/1398676963691274252
[1] https://twitter.com/Bacardisour/status/1488940262881579009
[1] https://twitter.com/cclareMDMPH/status/1599627353067753473/photo/1

Top URLs in Tweet in G4:
[4] https://twitter.com/usnehal/status/1474134576742256651/photo/1
[4] https://twitter.com/usnehal/status/1345734963715584003/photo/1
[4] https://twitter.com/usnehal/status/1378830420767293441/photo/1
[4] https://twitter.com/usnehal/status/1470025545144541193/photo/1
[4] https://twitter.com/usnehal/status/1474130717655416837/photo/1
[4] https://twitter.com/usnehal/status/1474763424731209728/photo/1
[4] https://twitter.com/usnehal/status/1513101881962287110/photo/1
[2] https://twitter.com/ChaseTMAnderson/status/1428086547203588100
[2] https://www.insidehighered.com/advice/2020/06/26/black-and-other-underrepresented-minority-academics-relate-all-too-well-amy-cooper
[2] https://twitter.com/anfuller/status/1458095053604261896

Top URLs in Tweet in G5:
[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/a-data-scientist-for-humanity-episode-045
[1] https://twitter.com/ModFigsPodcast/status/1532110742538883073/video/1
[1] https://modernfigurespodcast.com/like-a-kid-in-a-computing-store-episode-031/
[1] https://modernfigurespodcast.com/young-gifted-and-black-ademic-part-1-episode-039/
[1] https://twitter.com/ModFigsPodcast/status/1514254832789557251/video/1

Top URLs in Tweet in G6:
[5] https://twitter.com/DrBrittaniJ/status/1422643519274029058/video/1
[2] https://twitter.com/zra_research/status/1416047699976200199/photo/1
[2] https://therapistuncensored.com/episodes/fierce-self-compassion-harness-your-power-with-dr-kristin-neff-175/
[1] https://twitter.com/IEMcElroy/status/1491223727585263618/photo/1
[1] https://twitter.com/IEMcElroy/status/1403061465825808387/photo/1
[1] https://twitter.com/IEMcElroy/status/1399409228654198784/photo/1
[1] https://twitter.com/IEMcElroy/status/1546839733539483648/photo/1
[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/

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/Briana_N_Spivey/status/1470882481746235393/photo/1
[1] https://twitter.com/TheEMPOWERLab/status/1397000636198178817
[1] https://open.spotify.com/episode/2rE9pmSsnUbyG1tCLNOHKT?si=VKT6wZomSiCj3yFMiP5VKQ&dl_branch=1
[1] https://twitter.com/TheEMPOWERLab/status/1469774236214607884/video/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://twitter.com/TheEMPOWERLab/status/1469774404754288643/photo/1

Top URLs in Tweet in G8:
[3] https://linktr.ee/DrSFJ?fbclid=IwAR3BjoTjfM0fzuHA1qRB_eXKVJgRB0FaZCNBKWI_vZUlz3VW07ogRYgPeOU
[2] https://www.chronicle.com/article/how-many-black-women-have-tenure-on-your-campus-search-here
[2] https://twitter.com/ActiveRoberts/status/1402672614221488130
[2] https://twitter.com/UNCBlackCaucus/status/1441429596721672202
[2] https://twitter.com/AllisonMaster/status/1422235994921836548/photo/1
[1] https://journalistsresource.org/economics/faculty-college-salaries-demographics-minorities-research/
[1] https://twitter.com/ActiveRoberts/status/1402672614221488130/photo/1
[1] https://www.chronicle.com/article/the-tenure-denial-of-nikole-hannah-jones-is-craven-and-dangerous
[1] https://twitter.com/NPR/status/1412424102443425796
[1] https://twitter.com/CornelWest/status/1414765668222869508

Top URLs in Tweet in G9:
[4] https://twitter.com/HMSBPA/status/1589633226066518016/photo/1
[4] https://twitter.com/FrankieDHeyward/status/1515782893762584577/photo/1
[2] https://blog.ucsusa.org/science-blogger/taking-action-for-racial-justice-postdocs-at-yale-organize/
[1] https://twitter.com/ShawntaeMitchum/status/1623128923583447042/photo/1
[1] https://www.youtube.com/watch?v=2W7E8CdpPOo&feature=youtu.be

[1] https://twitter.com/BlkInEngineerng/status/1415800412997836803/photo/1
[1] https://www.youtube.com/watch?v=c3qzaTq9ZkU&feature=youtu.be

[1] https://twitter.com/bey_category/status/1571866787859283971/photo/1
[1] https://twitter.com/bey_category/status/1571866777721704449/photo/1
[1] https://twitter.com/FrankieDHeyward/status/1515782893762584577

Top URLs in Tweet in G10:
[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/ASCAtweets/status/1438938423109296131
[1] https://twitter.com/EHinesPhD/status/1487228011640504322
[1] https://twitter.com/EHinesPhD/status/1481653130337013762
[1] https://twitter.com/paulharris917/status/1457063688003805193/video/1
[1] https://twitter.com/EbonyJHilton_MD/status/1522188226550714369

Top Domains
Top Domains in Tweet in Entire Graph:
[828] twitter.com
[133] theprofessorisin.com
[63] nodexlgraphgallery.org
[41] chronicle.com
[29] myworkdayjobs.com
[25] youtube.com
[24] mcmaster.ca
[23] nature.com
[23] blackintheivory.net
[21] co.uk

Top Domains in Tweet in G1:
[133] theprofessorisin.com
[92] twitter.com
[53] nodexlgraphgallery.org
[22] blackintheivory.net
[16] chronicle.com
[9] teamedefi.org
[8] nature.com
[6] insidehighered.com
[6] uconn.edu
[5] blkingradschool.com

Top Domains in Tweet in G2:
[64] twitter.com
[11] zoom.us
[10] nodexlgraphgallery.org
[9] chronicle.com
[6] nature.com
[6] msvu.ca
[5] theguardian.com
[4] co.uk
[3] interfolio.com
[3] cell.com

Top Domains in Tweet in G3:
[78] twitter.com
[3] cnn.com
[3] edu.au
[2] forbes.com
[2] sfn.org
[2] wiley.com
[2] naacpldf.org
[2] lww.com
[1] nejm.org
[1] wunc.org

Top Domains in Tweet in G4:
[91] twitter.com
[3] insidehighered.com
[2] nytimes.com
[2] hbr.org
[2] linkedin.com
[2] medscape.com
[1] umn.edu
[1] stfm.org
[1] chng.it
[1] civilrights.org

Top Domains in Tweet in G5:
[21] twitter.com
[8] modernfigurespodcast.com
[2] youtube.com
[1] myshopify.com
[1] leadingroutes.org
[1] aol.com

Top Domains in Tweet in G6:
[20] twitter.com
[2] therapistuncensored.com
[1] washingtonpost.com
[1] insidehighered.com
[1] abc7news.com
[1] medium.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:
[33] twitter.com
[4] chronicle.com
[4] linktr.ee
[2] npr.org
[1] journalistsresource.org
[1] dallasnews.com
[1] medium.com
[1] youtube.com
[1] washingtonpost.com
[1] wunc.org

Top Domains in Tweet in G9:
[16] twitter.com
[2] youtube.com
[2] ucsusa.org
[1] nature.com

Top Domains in Tweet in G10:
[21] twitter.com
[3] sheridanlawfirm.com
[1] tennessee.edu
[1] ascaconferences.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2181] blackintheivory
[294] academictwitter
[195] blackinstem
[172] bhm
[154] academicchatter
[96] blm
[91] blackhistorymonth
[85] blacklivesmatter
[69] phdlife
[69] academia



Top Hashtags in Tweet in G1:
[591] blackintheivory
[143] academictwitter
[70] blm
[47] academicchatter
[44] blackinstem
[23] academia
[17] phdchat
[16] phdlife
[14] blacklivesmatter
[13] phd

Top Hashtags in Tweet in G2:
[112] blackintheivory
[51] blackinstem
[36] womeninstem
[20] blackinphotonics
[17] spieopticsphotonics
[15] academicchatter
[14] blackandstem
[13] academictwitter
[12] blackhistorymonth
[12] stem

Top Hashtags in Tweet in G3:
[182] blackintheivory
[11] medtwitter
[11] academictwitter
[8] blackinstem
[8] blackexcellence
[7] blackwomeninmedicine
[6] meded
[5] academicmedicine
[4] blackphysicians
[4] blackprofessor

Top Hashtags in Tweet in G4:
[81] blackintheivory
[41] match2022
[29] medtwitter
[19] meded
[13] blackmedtwitter
[12] alhamdulilah
[12] fortheculture
[12] drsusanmoore
[11] blm
[10] highered

Top Hashtags in Tweet in G5:
[18] blackintheivory
[10] blackintech
[9] blackgirlmagic
[9] blackwomenintech
[8] phdlife
[7] blackinacademia
[6] phd
[5] wocintech
[4] dei
[4] black

Top Hashtags in Tweet in G6:
[33] blackintheivory
[30] ilooklikeasurgeon
[30] blackmedtwitter
[26] blackexcellence
[7] blackinx
[6] medtwitter
[6] academictwitter
[5] meded
[5] academicchatter
[3] blacktwitter

Top Hashtags in Tweet in G7:
[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 G8:
[102] blackintheivory
[13] academics4blacklives
[12] blacklivesmatter
[10] representationmatters
[6] racialtraumaisreal
[5] academictwitter
[2] antiracism
[2] inequities
[2] blackintheacademy
[2] blackinstem

Top Hashtags in Tweet in G9:
[27] blackintheivory
[9] academictwitter
[6] phdlife
[5] academicchatter
[5] phdchat
[3] blackinsoc
[2] phd
[2] sociology
[2] phdvoice
[2] blacktwitter

Top Hashtags in Tweet in G10:
[36] blackintheivory
[14] antiracistsc
[9] scchat
[8] counselored
[8] academictwitter
[7] highered
[6] academia
[2] morethananathlete
[2] academicchatter
[2] blackmailed

Top Words
Top Words in Tweet in Entire Graph:
[2183] #blackintheivory
[1527] black
[499] students
[376] braincures
[365] dr
[358] academia
[341] story
[299] experiences
[294] #academictwitter
[271] shared

Top Words in Tweet in G1:
[591] #blackintheivory
[318] black
[153] blackintheivory
[143] #academictwitter
[122] professorisin
[84] white
[78] drshardedavis
[74] scholars
[73] academia
[70] #blm

Top Words in Tweet in G2:
[334] braincures
[270] jeremyfarrar
[203] ukri_ceo
[202] suzanne_garrett
[189] thepeopleshubuk
[187] rossthomson26
[186] michelle_cruk
[186] petejacksongmp
[186] evidencebase_im
[112] #blackintheivory

Top Words in Tweet in G3:
[184] #blackintheivory
[89] someone
[75] tinalasisi
[67] board
[62] story
[55] unicorn
[55] finding
[55] having
[54] fights
[50] cclaremdmph

Top Words in Tweet in G4:
[90] black
[81] #blackintheivory
[43] much
[41] #match2022
[38] proud
[37] applicants
[36] interviewers
[36] doczaymd
[36] overcame
[36] things

Top Words in Tweet in G5:
[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 G6:
[96] drbrittanij
[88] academia
[88] amazing
[86] students
[85] love
[85] cost
[85] news
[85] quit
[85] finally
[85] personal

Top Words in Tweet in G7:
[158] black
[140] graduate
[138] students
[134] briana_n_spivey
[133] essential
[133] experiences
[133] understanding
[133] dismantling
[133] oppression
[133] systems

Top Words in Tweet in G8:
[102] #blackintheivory
[65] black
[58] activeroberts
[54] professor
[53] tenured
[53] uofmaryland
[51] promoted
[51] associate
[51] official
[50] #b

Top Words in Tweet in G9:
[138] black
[97] re
[96] first
[96] shawntaemitchum
[94] looking
[92] yes
[92] cohort
[92] small
[92] uscsociology
[92] 2021

Top Words in Tweet in G10:
[93] black
[92] paulharris917
[84] students
[73] impact
[72] right
[71] epitome
[71] brilliant
[71] doc
[71] pwis
[71] going

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:
[53] #blackintheivory,nodexl
[47] #academictwitter,#blackintheivory
[41] #blackintheivory,#academictwitter
[39] nodexl,braincures
[39] black,women
[36] anthology,#blackintheivory
[36] fall,2023
[36] coming,fall
[36] unc_press,anthology
[36] 2023,unc_press

Top Word Pairs in Tweet in G2:
[186] evidencebase_im,thepeopleshubuk
[186] petejacksongmp,rossthomson26
[186] rossthomson26,suzanne_garrett
[186] ukri_ceo,evidencebase_im
[186] jeremyfarrar,michelle_cruk
[186] thepeopleshubuk,petejacksongmp
[186] michelle_cruk,ukri_ceo
[184] braincures,jeremyfarrar
[83] jeremyfarrar,wellcometrust
[67] appgstudents,ucu

Top Word Pairs in Tweet in G3:
[54] fights,finding
[54] finding,unicorn
[54] having,someone
[54] unicorn,story
[54] #blackintheivory,having
[54] someone,fights
[53] tinalasisi,#blackintheivory
[32] surgery,long
[32] institution,led
[32] previous,institution

Top Word Pairs in Tweet in G4:
[36] #match2022,applicants
[36] things,interviewers
[36] black,#match2022
[36] overcame,much
[36] proud,black
[36] applicants,overcame
[36] much,things
[35] interviewers,fatho
[35] doczaymd,proud
[14] family,medicine

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

Top Word Pairs in Tweet in G6:
[85] students,cost
[85] love,teaching
[85] finally,quit
[85] academia,love
[85] amazing,students
[85] personal,news
[85] news,finally
[85] teaching,amazing
[85] cost,physical
[85] quit,academia

Top Word Pairs in Tweet in G7:
[138] black,graduate
[137] graduate,students
[133] systems,oppression
[133] students,essential
[133] essential,dismantling
[133] experiences,black
[133] understanding,experiences
[133] dismantling,systems
[132] briana_n_spivey,understanding
[120] oppression,exist

Top Word Pairs in Tweet in G8:
[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
[14] postdoc,decide

Top Word Pairs in Tweet in G9:
[92] black,afro
[92] latina,phd
[92] looking,first
[92] afro,latina
[92] re,looking
[92] 2021,uscsociology
[92] cohort,2021
[92] phd,cohort
[92] first,black
[92] small,yes

Top Word Pairs in Tweet in G10:
[71] black,doc
[71] doc,students
[71] going,pwis
[71] right,brilliant
[71] pwis,right
[71] students,going
[71] epitome,impact
[71] brilliant,epitome
[70] impact,purpos
[70] paulharris917,black

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

Top Replied-To in G1:
@dnlee5
@drshardedavis

Top Replied-To in G2:
@braincures
@do_kinder
@doc_tmp
@jeremyfarrar
@universitiesuk
@seefryar
@optolia
@dorothydalton
@drumeshprabhu
@littlelizs

Top Replied-To in G3:
@janehmul
@sjjphd
@tetetonwemd
@futuredocs
@bonneylab
@otrowers_md
@womxnshc
@jutlp
@mahad_minhas
@pericemanns

Top Replied-To in G4:
@citizenjane1889
@drvantilburg
@usnehal
@dr_s_jefferson
@ellennelsonrowe
@hvanspall
@huckaberryfin20
@harvard
@drdanielgih

Top Replied-To in G6:
@drbryanleyva
@jonasattilus

Top Replied-To in G7:
@briana_n_spivey

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

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

Top Mentioned in G1:
@blackintheivory
@professorisin
@drshardedavis
@academicchatter
@this0499154500
@braincures
@unc_press
@do_kinder
@mariuskothor
@uchi_uconn

Top Mentioned in G2:
@braincures
@jeremyfarrar
@ukri_ceo
@suzanne_garrett
@thepeopleshubuk
@rossthomson26
@michelle_cruk
@evidencebase_im
@petejacksongmp

Top Mentioned in G3:
@tinalasisi
@cclaremdmph
@drkerrymitchell
@nhannahjones
@jhospmedicine
@drkysr
@drv_neomd
@howardu
@oni_blackstock
@gradydoctor

Top Mentioned in G4:
@doczaymd
@ayshakhoury
@ramlakasozimd
@reneecrichlowmd
@usnehal
@stfm_fm
@drfna
@jp_reynoldsmd
@drbrittanij
@bluehatcomics85

Top Mentioned in G5:
@drandriatatem
@modfigspodcast
@csdoctorsister
@icallmerudy
@blamcharity
@ogunyemimd
@uche_blackstock
@jhospmedicine
@wimin_wmis

Top Mentioned in G6:
@drbrittanij
@iemcelroy
@umaduekwemd
@famdoc_forest
@drandriatatem
@ramlakasozimd
@cclaremdmph
@waynegears
@drkerrymitchell

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

Top Mentioned in G8:
@activeroberts
@uofmaryland
@bkhamp
@dr_nickiw
@drcegreen
@crrogersphd
@dandrezner
@drcaberry
@blackandstem
@drbrittanij

Top Mentioned in G9:
@shawntaemitchum
@uscsociology
@hmsbpa
@natblackpostdoc
@yalebpa
@aileenilianaphd
@stanfordbpa
@wustlbpa
@bpda_uab
@frankiedheyward

Top Mentioned in G10:
@paulharris917
@drrdmayes
@drdvega
@drmdhannon
@ehinesphd
@karaieva24
@ascatweets
@briana_n_spivey
@ramongoings
@proftiamadkins

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

Top Tweeters in G1:
@wildwalkerwoman
@guardian
@inpoco
@nanayasleeps
@buckleyswartz
@fizah_alias
@drugmonkeyblog
@daviddark
@tressiemcphd
@chadstanton

Top Tweeters in G2:
@independent
@googleexpertuk
@blackphysicists
@bbcnews
@hiringcare
@nicochan33
@serenashimaward
@doctorow
@pythonroboto
@drumeshprabhu

Top Tweeters in G3:
@cathleenkucz
@iamtricia118
@ice131queen
@forbes
@wordfinga
@lugwaja
@cnn
@needle_of_arya
@ooni_of_lagos
@exavierpope

Top Tweeters in G4:
@bostonglobe
@nytimes
@washingtonpost
@cindyb1333
@nuance_bot
@anastasiasmihai
@mededbot
@al_richards_786
@gobuxgal
@harvardbiz

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

Top Tweeters in G6:
@marting8177
@jameskthompson1
@imsydneya
@joejaggi
@jonesseeker
@linluv5
@emperorblargus
@bovarycee
@fmason3
@tomvarghesejr

Top Tweeters in G7:
@ohohpick_mimi
@reecradio
@jadorecas
@_mimikoko
@pacific_chiller
@tarik_endale
@dharry_93
@chefjunya_
@wesunruh
@thoughtfulth0t

Top Tweeters in G8:
@helpyougetgains
@agent_snark
@joelscribes
@dandrezner
@npr
@msshychey
@shaboom
@davidudale
@drcaberry
@ryanleecox

Top Tweeters in G9:
@sbb388
@vinivinidogo
@shonatiger
@datgheechigul
@clancynewyork
@weesydney
@ntemid
@justustalking2
@graperipple
@thedgtalempress

Top Tweeters in G10:
@the3jsmom
@pkanagaratnam
@kenikewahine78
@schenhayes
@ti_enjoli
@learnteachwin
@zeroutopia
@drklclemons
@shortribninja
@christ_ladyl


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