#BlackInTheIvory, Twitter, 1/14/2023 8:50:05 AM, 287959


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#BlackInTheIvory_2023-01-14_00-38-25.xlsx
#BlackInTheIvory_2023-01-14_00-38-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2023
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3COeOLq
@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 4,114 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 08:42 UTC.

The tweets in the network were tweeted over the 1386-day, 15-hour, 52-minute period from Friday, 29 March 2019 at 08:50 UTC to Saturday, 14 January 2023 at 00:43 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 : 4114
Unique Edges : 2798
Edges With Duplicates : 13082
Total Edges : 15880
Number of Edge Types : 9
Mentions : 1201
Retweet : 3805
MentionsInRetweet : 7958
Tweet : 617
Quote : 234
MentionsInReplyTo : 1175
MentionsInQuote : 240
Replies to : 368
MentionsInQuoteReply : 282
Self-Loops : 1494
Reciprocated Vertex Pair Ratio : 0.0386011217419993
Reciprocated Edge Ratio : 0.0743329097839898
Connected Components : 201
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 3619
Maximum Edges in a Connected Component : 15066
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.484209
Graph Density : 0.000372084623011968
Modularity : 0.353738
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,114 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 08:42 UTC.

The tweets in the network were tweeted over the 1386-day, 15-hour, 52-minute period from Friday, 29 March 2019 at 08:50 UTC to Saturday, 14 January 2023 at 00:43 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://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://apply.interfolio.com/107744
[12] https://twitter.com/rejectsuprstar/status/1499843601978826754/photo/1
[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://unthsc.zoom.us/webinar/register/2116518395137/WN_nLl2HoI2QR-KzaQLfJmUug
[7] https://twitter.com/Phiankhi/status/1405957345105035278/photo/1
[7] https://www.nejm.org/doi/full/10.1056/NEJMp2112913

Top URLs in Tweet in G1:
[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 G2:
[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
[10] https://blackintheivory.net/memoirs
[7] 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://theprofessorisin.com/?p=13892
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[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://twitter.com/thehill/status/1395524762101821440

Top URLs in Tweet in G3:
[4] https://twitter.com/HMSBPA/status/1589633226066518016/photo/1
[4] https://twitter.com/FrankieDHeyward/status/1515782893762584577/photo/1
[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
[3] https://twitter.com/RFentonMD/status/1486342500486991874
[2] https://shmpublications.onlinelibrary.wiley.com/doi/full/10.1002/jhm.2691
[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/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
[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:
[2] https://twitter.com/BhalaWriters/status/1493850131673731074/photo/1
[1] https://twitter.com/TaraBlackshear/status/1504917844777218048/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://linktr.ee/bhalawriters
[1] https://twitter.com/BhalaWriters/status/1492200104593403911/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://leadingroutes.org/the-broken-pipeline
[1] https://twitter.com/BLAMCharity/status/1475497275094884356/photo/1
[1] https://twitter.com/youngscholar10/status/1458972913655291907/photo/1
[1] https://twitter.com/OgunyemiMD/status/1271266168364568576/photo/1
[1] https://twitter.com/MNWArch/status/1393375382070468610/photo/1
[1] https://www.aol.com/news/black-doctors-face-discrimination-based-142447508-181912713.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr

Top URLs in Tweet in G7:
[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 G8:
[2] https://redirect.viglink.com?u=https%3A%2F%2Fopen.spotify.com%2Fepisode%2F3p7uOtpWpR7PY2NYH2QHyw%3Fsi%3Da4862f86ebda4551&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[2] https://preview.postedstuff.com/FQoM-1F9X-vq15-5wq8/
[1] https://twitter.com/Briana_N_Spivey/status/1470882481746235393/photo/1
[1] https://twitter.com/TheEMPOWERLab/status/1397000636198178817
[1] https://twitter.com/TheEMPOWERLab/status/1397000636198178817/video/1
[1] https://open.spotify.com/episode/2DrdUv8vNxxS9doPGsvXJa?si=NQWehN7GSDm153GOMQrdgg&dl_branch=1
[1] https://twitter.com/TheEMPOWERLab/status/1469774236214607884/video/1
[1] https://open.spotify.com/episode/2rE9pmSsnUbyG1tCLNOHKT?si=VKT6wZomSiCj3yFMiP5VKQ&dl_branch=1
[1] https://open.spotify.com/episode/5EQDcKZjBDDHLXo2rNbNL8?si=T-XP8m1nT-OpIM6WV86iAA&dl_branch=1
[1] https://twitter.com/TheEMPOWERLab/status/1469774404754288643/photo/1

Top URLs in Tweet in G9:
[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 G10:
[5] https://twitter.com/DrJasonJohnson/status/1270026264997478402?t=W1Yvag_uivITppkR34yo7Q&s=19
[2] https://twitter.com/CornelWest/status/1414765668222869508
[1] https://twitter.com/NAACP_LDF/status/1412402375814488070
[1] https://www.nbcnews.com/news/asian-america/viral-images-show-people-color-anti-asian-perpetrators-misses-big-n1270821
[1] https://twitter.com/jonasattilus/status/1488644463006257154
[1] https://twitter.com/CornelWest/status/1414765668222869508/photo/1
[1] https://twitter.com/thehill/status/1395524762101821440
[1] https://www.businessinsider.com/netflix-the-chair-the-struggle-of-women-of-color-leadership-2021-8
[1] https://audio.wnyc.org/ttp/ttp052621.mp3?awCollectionId=361&awEpisodeId=1110272
[1] https://twitter.com/DrHerukhuti/status/1400460563772108805/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[807] twitter.com
[103] theprofessorisin.com
[63] nodexlgraphgallery.org
[42] chronicle.com
[29] myworkday.com
[25] youtube.com
[24] mcmaster.ca
[23] nature.com
[22] co.uk
[21] blackintheivory.net

Top Domains in Tweet in G1:
[63] 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 G2:
[103] theprofessorisin.com
[95] twitter.com
[53] nodexlgraphgallery.org
[21] 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 G3:
[72] twitter.com
[3] cnn.com
[3] edu.au
[2] forbes.com
[2] sfn.org
[2] wiley.com
[2] lww.com
[1] nejm.org
[1] wunc.org
[1] google.com

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] chronicle.com

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

Top Domains in Tweet in G6:
[14] twitter.com
[1] leadingroutes.org
[1] aol.com

Top Domains in Tweet in G7:
[19] twitter.com
[2] therapistuncensored.com
[1] washingtonpost.com
[1] insidehighered.com
[1] abc7news.com

Top Domains in Tweet in G8:
[13] twitter.com
[3] spotify.com
[2] viglink.com
[2] postedstuff.com

Top Domains in Tweet in G9:
[32] twitter.com
[4] chronicle.com
[4] linktr.ee
[2] npr.org
[2] cambridge.org
[1] journalistsresource.org
[1] dallasnews.com
[1] medium.com
[1] youtube.com
[1] washingtonpost.com

Top Domains in Tweet in G10:
[33] twitter.com
[2] nbcnews.com
[2] threadreaderapp.com
[1] businessinsider.com
[1] wnyc.org
[1] thelily.com
[1] naacpldf.org
[1] trib.al
[1] politico.com
[1] charlotteobserver.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:
[111] blackintheivory
[51] blackinstem
[37] womeninstem
[20] blackinphotonics
[17] spieopticsphotonics
[15] academicchatter
[14] blackandstem
[13] academictwitter
[12] stem
[11] blackhistorymonth

Top Hashtags in Tweet in G2:
[559] blackintheivory
[138] academictwitter
[61] blm
[45] academicchatter
[44] blackinstem
[17] academia
[16] phdchat
[16] phdlife
[13] phd
[11] pridemonth

Top Hashtags in Tweet in G3:
[171] blackintheivory
[15] medtwitter
[11] blackwomeninmedicine
[9] blackinstem
[9] blackexcellence
[6] meded
[5] blackmedtwitter
[5] academicmedicine
[5] blacktwitter
[4] blackphysicians

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

Top Hashtags in Tweet in G5:
[10] masterclass
[8] blackintheivory
[1] savethedate
[1] writingcommunity
[1] bhalawriters
[1] academicchatter
[1] alhamdulilah
[1] fortheculture

Top Hashtags in Tweet in G6:
[9] blackintheivory
[2] medtwitter
[1] blackmedtwitter
[1] healthequity
[1] blackgirlmagic
[1] meded
[1] alhamdulilah
[1] fortheculture
[1] blackintheivorytower
[1] blacktwitter

Top Hashtags in Tweet in G7:
[33] blackintheivory
[29] ilooklikeasurgeon
[29] blackmedtwitter
[25] blackexcellence
[7] blackinx
[6] medtwitter
[6] academictwitter
[5] meded
[5] academicchatter
[3] blacktwitter

Top Hashtags in Tweet in G8:
[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 G9:
[98] blackintheivory
[13] academics4blacklives
[12] blacklivesmatter
[10] representationmatters
[6] racialtraumaisreal
[4] academictwitter
[2] antiracism
[2] inequities
[2] blackintheacademy
[2] blackinstem

Top Hashtags in Tweet in G10:
[70] blackintheivory
[8] academictwitter
[4] blackprofessor
[3] blackinmh
[2] blackhistorymonth
[2] hbcu
[2] howardbison
[2] highered
[2] nikolehannahjones
[2] blacklivesmatter

Top Words
Top Words in Tweet in Entire Graph:
[2083] #blackintheivory
[1623] black
[485] students
[384] tenure
[375] braincures
[360] dr
[360] woman
[357] first
[344] academia
[330] story

Top Words in Tweet in G1:
[333] braincures
[269] jeremyfarrar
[202] ukri_ceo
[201] suzanne_garrett
[188] thepeopleshubuk
[186] rossthomson26
[185] michelle_cruk
[185] petejacksongmp
[185] evidencebase_im
[113] black

Top Words in Tweet in G2:
[559] #blackintheivory
[302] black
[154] blackintheivory
[138] #academictwitter
[118] professorisin
[78] drshardedavis
[72] white
[71] scholars
[66] unc_press
[64] academia

Top Words in Tweet in G3:
[173] #blackintheivory
[88] someone
[77] tinalasisi
[67] board
[63] story
[62] black
[57] finding
[56] unicorn
[55] fights
[55] having

Top Words in Tweet in G4:
[91] black
[81] #blackintheivory
[44] much
[42] #match2022
[39] proud
[38] applicants
[37] interviewers
[37] doczaymd
[37] overcame
[37] things

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

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

Top Words in Tweet in G7:
[96] drbrittanij
[89] amazing
[89] academia
[88] students
[86] quit
[86] physical
[86] teaching
[86] personal
[86] love
[86] finally

Top Words in Tweet in G8:
[158] black
[138] graduate
[136] students
[132] briana_n_spivey
[131] essential
[131] experiences
[131] understanding
[131] dismantling
[131] oppression
[131] systems

Top Words in Tweet in G9:
[98] #blackintheivory
[67] black
[58] activeroberts
[54] professor
[53] uofmaryland
[52] tenured
[51] promoted
[51] associate
[51] official
[50] #b

Top Words in Tweet in G10:
[70] #blackintheivory
[44] unc
[34] drjasonjohnson
[31] black
[23] nhannahjones
[22] story
[21] took
[19] woman
[17] chair
[16] literally

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[312] black,woman
[299] first,black
[239] 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] ukri_ceo,evidencebase_im
[185] thepeopleshubuk,petejacksongmp
[185] michelle_cruk,ukri_ceo
[185] petejacksongmp,rossthomson26
[185] evidencebase_im,thepeopleshubuk
[183] braincures,jeremyfarrar
[83] jeremyfarrar,wellcometrust
[67] appgstudents,ucu

Top Word Pairs in Tweet in G2:
[53] #blackintheivory,nodexl
[45] #academictwitter,#blackintheivory
[40] #blackintheivory,#academictwitter
[39] nodexl,braincures
[36] 2023,unc_press
[36] fall,2023
[36] unc_press,anthology
[36] anthology,#blackintheivory
[36] coming,fall
[34] drshardedavis,interested

Top Word Pairs in Tweet in G3:
[55] fights,finding
[55] #blackintheivory,having
[55] finding,unicorn
[55] having,someone
[55] unicorn,story
[55] someone,fights
[54] tinalasisi,#blackintheivory
[33] diplomate,american
[33] long,time
[33] certified,diplomate

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

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

Top Word Pairs in Tweet in G6:
[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
[10] first,black

Top Word Pairs in Tweet in G7:
[86] students,cost
[86] love,teaching
[86] finally,quit
[86] academia,love
[86] amazing,students
[86] personal,news
[86] news,finally
[86] teaching,amazing
[86] cost,physical
[86] quit,academia

Top Word Pairs in Tweet in G8:
[136] black,graduate
[135] graduate,students
[131] understanding,experiences
[131] experiences,black
[131] dismantling,systems
[131] systems,oppression
[131] essential,dismantling
[131] students,essential
[130] briana_n_spivey,understanding
[119] oppression,exist

Top Word Pairs in Tweet in G9:
[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 G10:
[19] black,woman
[16] although,literally
[16] literally,100's
[16] #blackintheivory,story
[16] story,although
[15] sci,unc
[15] drjasonjohnson,#blackintheivory
[15] college,degree
[15] woman,college
[15] degree,lied

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:
@braincures
@do_kinder
@doc_tmp
@jeremyfarrar
@universitiesuk
@seefryar
@optolia
@dorothydalton
@drumeshprabhu
@littlelizs

Top Replied-To in G2:
@dnlee5
@drshardedavis

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

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

Top Replied-To in G7:
@jandersuf

Top Replied-To in G8:
@briana_n_spivey

Top Replied-To in G9:
@dandrezner
@eugenia_south
@kevinmkruse
@franklinleonard
@mattbruenig
@rachelcargle
@iaahmed123
@uncblackcaucus

Top Replied-To in G10:
@janehmul
@thetakeaway
@sospicy910
@nhannahjones
@blancavnyc
@cclaremdmph
@weydling_yuri

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
@academicchatter
@this0499154500
@braincures
@unc_press
@do_kinder
@uchi_uconn
@mariuskothor

Top Mentioned in G3:
@tinalasisi
@cclaremdmph
@drkerrymitchell
@jhospmedicine
@hmsbpa
@drkysr
@oni_blackstock
@drv_neomd
@uche_blackstock
@gradydoctor

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

Top Mentioned in G5:
@tarablackshear
@bhalawriters
@paulharris917
@shepherdmpofu
@phdgprotein86
@tinalasisi
@professorisin
@blackintheivory
@briana_n_spivey

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

Top Mentioned in G7:
@drbrittanij
@iemcelroy
@umaduekwemd
@famdoc_forest
@drandriatatem
@ramlakasozimd
@drguiton
@cclaremdmph
@blackintheivory

Top Mentioned in G8:
@briana_n_spivey
@theempowerlab
@drishametzger
@drearlturner
@reecradio
@tarablackshear
@paulharris917
@imraugh
@wesunruh

Top Mentioned in G9:
@activeroberts
@uofmaryland
@bkhamp
@dr_nickiw
@drcegreen
@crrogersphd
@dandrezner
@drcaberry
@kevinmkruse
@blackandstem

Top Mentioned in G10:
@drjasonjohnson
@unc
@nhannahjones
@docmosho
@howardu
@uncpolisci
@imaebongmd
@cornelwest
@unchussman
@blackinpsych

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
@nicochan33
@hiringcare
@serenashimaward
@doctorow
@drumeshprabhu
@tristramwyatt

Top Tweeters in G2:
@wildwalkerwoman
@nanayasleeps
@buckleyswartz
@drugmonkeyblog
@daviddark
@fizah_alias
@tressiemcphd
@chadstanton
@azcentral
@academicchatter

Top Tweeters in G3:
@cathleenkucz
@iamtricia118
@ice131queen
@wordfinga
@forbes
@lugwaja
@cnn
@ooni_of_lagos
@needle_of_arya
@abc11_wtvd

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

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

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

Top Tweeters in G7:
@marting8177
@jameskthompson1
@imsydneya
@joejaggi
@jonesseeker
@linluv5
@emperorblargus
@bovarycee
@fmason3
@tomvarghesejr

Top Tweeters in G8:
@ohohpick_mimi
@jadorecas
@reecradio
@_mimikoko
@tarik_endale
@dharry_93
@wesunruh
@chefjunya_
@pacific_chiller
@thoughtfulth0t

Top Tweeters in G9:
@helpyougetgains
@agent_snark
@joelscribes
@dandrezner
@npr
@msshychey
@davidudale
@newblackman
@drcaberry
@ryanleecox

Top Tweeters in G10:
@threadreaderapp
@thehill
@feministajones
@debraj112
@chloedancer
@filmtvdiversity
@princesshoped
@exavierpope
@beymonce
@chkl8dva


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