#BlackInTheIvory, Twitter, 8/12/2020 7:54:40 AM, 232476


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#BlackInTheIvory_2020-08-12_00-16-01.xlsx
#BlackInTheIvory_2020-08-12_00-16-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 12, 2020
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/2XNfgoL
@trishgreenhalgh
@doritmi
@blackintheivory
@shakespearelovr
@smileitsjoy
@natureecoevo
@heatherdsnell
@cschell_canids
@drcaberry
@paulharris917

Top hashtags:
#blackintheivory
#wakandaforever
#blackinstem

Description:
Description
The graph represents a network of 6,980 Twitter users whose tweets in the requested range contained "#BlackInTheIvory", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 12 August 2020 at 07:20 UTC.

The requested start date was Wednesday, 12 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 30.

The maximum number of tweets collected was 15,000.

The tweets in the network were tweeted over the 29-day, 21-hour, 55-minute period from Monday, 13 July 2020 at 00:47 UTC to Tuesday, 11 August 2020 at 22:42 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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 : 6980
Unique Edges : 4721
Edges With Duplicates : 16182
Total Edges : 20903
Number of Edge Types : 5
Retweet : 7504
MentionsInRetweet : 10855
Mentions : 1393
Tweet : 916
Replies to : 235
Self-Loops : 958
Reciprocated Vertex Pair Ratio : 0.0183543181415145
Reciprocated Edge Ratio : 0.0360470178493687
Connected Components : 349
Single-Vertex Connected Components : 159
Maximum Vertices in a Connected Component : 6114
Maximum Edges in a Connected Component : 19596
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.145278
Graph Density : 0.000235766653213837
Modularity : 0.465561
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,980 Twitter users whose tweets in the requested range contained "#BlackInTheIvory", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 12 August 2020 at 07:20 UTC.

The requested start date was Wednesday, 12 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 30.

The maximum number of tweets collected was 15,000.

The tweets in the network were tweeted over the 29-day, 21-hour, 55-minute period from Monday, 13 July 2020 at 00:47 UTC to Tuesday, 11 August 2020 at 22:42 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[314] https://blackcomputeher.org/citeher-bibliography/
[33] https://blackinengineering.org/
[26] https://www.moles.washington.edu/news-events/special-event-experiences-of-black-stem-in-the-ivory/
[22] https://www.youtube.com/channel/UCm37SR135GQG9FyK8dcLGTg
[22] https://www.youtube.com/watch?v=c3qzaTq9ZkU&feature=youtu.be

[19] https://forms.gle/SPbsQUjS29wG7qs37
[16] https://speakingofgeoscience.org/2020/08/05/advancing-gsas-diversity-and-equity-goals/
[14] https://twitter.com/smileitsjoy/status/1291437626420006913
[14] https://www.psychologytoday.com/us/blog/culturally-speaking/202007/racism-in-academic-publishing
[12] https://www.asbmb.org/asbmb-today/opinions/072420/being-black-in-the-ivory-tower

Top URLs in Tweet in G1:
[32] https://blackinengineering.org/
[22] https://www.youtube.com/channel/UCm37SR135GQG9FyK8dcLGTg
[19] https://www.youtube.com/watch?v=c3qzaTq9ZkU&feature=youtu.be

[18] https://blackcomputeher.org/citeher-bibliography/
[12] https://twitter.com/smileitsjoy/status/1291437626420006913
[9] https://diverseeducation.com/article/185381/#.Xx4qorNWnP0.twitter
[8] https://hechingerreport.org/opinion-when-institutions-fail-black-women-in-academia/
[7] https://diverseeducation.com/article/185037/#.XxtMYk9xOkA.twitter
[6] https://twitter.com/smileitsjoy/status/1291806949391179790
[5] https://twitter.com/meganranney/status/1283771898225135616

Top URLs in Tweet in G2:
[2] https://twitter.com/ashtonpittman/status/1290862608615186437
[2] https://apple.news/ASpe2lukMSgK86XlPpxaSkQ
[2] https://threadreaderapp.com/thread/1287309147155857408.html
[2] https://threader.app/thread/1287309147155857408
[1] https://docs.google.com/document/d/1nwWTW2sNrkn9mwxtcUBcGVZL2x6hXv7FOX3P_3VgTLA/edit
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https://link.springer.com/article/10.1007/s12115-020-00496-1
[1] https://www.theglobeandmail.com/business/commentary/article-hiring-a-black-leader-learn-from-my-experience-and-treat-it-like-it/
[1] https://colum.qualtrics.com/jfe/form/SV_6ldOYHp9ATTUIVD
[1] https://hechingerreport.org/opinion-when-institutions-fail-black-women-in-academia/
[1] https://twitter.com/elizabhinton/status/1269794165262516224

Top URLs in Tweet in G3:
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41559-020-1266-7
[2] https://twitter.com/cschell_canids/status/1286688113192919040
[1] https://www.bigmarker.com/oregon-mesa/MESA-Talks-2020-Broken-Inequitable-Systems
[1] https://www.meetup.com/WoCinSTEM-Virtual-Coworking-Sessions/
[1] https://twitter.com/astrophisacist/status/1273081710012321792
[1] https://twitter.com/nomadj1s/status/1286760507890970624
[1] https://www.instagram.com/accounts/login/?next=/p/CCd95obhWsxZeXfWLfesf_puB7mw6-5zyD96dQ0/%3Figshid%3D7bded2ovl13b
[1] https://twitter.com/sciencewithtyus/status/1291579375897346048
[1] https://twitter.com/BlackInNeuro/status/1291426551767105536
[1] https://blackinengineering.org/

Top URLs in Tweet in G4:
[2] https://diverseeducation.com/article/185381/#.Xx4qorNWnP0.twitter
[2] https://blackcomputeher.org/citeher-bibliography/
[2] https://twitter.com/cavalierdaily/status/1288632681320845317
[2] https://twitter.com/batevodevo/status/1291492927001235456
[2] https://twitter.com/ikranomy/status/1291188828649041921
[2] https://twitter.com/conversiontales/status/1290953017496305665
[1] https://www.youtube.com/watch?v=c3qzaTq9ZkU&feature=youtu.be

[1] https://catapult.co/stories/taylor-harris-on-police-violence-racism-church-parenting-black-kids
[1] http://www.fullerton.edu/rebound/
[1] https://twitter.com/ABCNewsLive/status/1273797893917458433

Top URLs in Tweet in G5:
[18] https://www.moles.washington.edu/news-events/special-event-experiences-of-black-stem-in-the-ivory/
[7] https://twitter.com/BerniceKing/status/1287231538472591361
[6] https://www.sciencenews.org/article/covid-19-coronavirus-vaccine-trial-volunteer-sophia-upshaw
[4] https://twitter.com/methanoJen/status/1283074278070652928
[2] https://twitter.com/lshtm/status/1286580177645035520
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02203-w
[2] https://www.sciencemag.org/author/micella-phoenix-dewhyse-0
[2] https://twitter.com/SocietySpark/status/1285967010346737667
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-01883-8
[2] https://blackcomputeher.org/citeher-bibliography/

Top URLs in Tweet in G6:
[281] https://blackcomputeher.org/citeher-bibliography/
[5] https://www.nytimes.com/2020/08/05/us/schools-reopening-private-public.html?smid=li-share
[2] http://citeher.org?utm_campaign=BLM%20Halp%20Ticket&utm_content=135376985&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[2] https://twitter.com/DrShardeDavis/status/1283914220929613825
[1] https://journals.sagepub.com/doi/abs/10.1177/2332649218792579
[1] https://docs.google.com/spreadsheets/d/1chSLhqclJbOEHrkk-0gEp_73bR54BepM133LJW2p54o/edit
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02203-w
[1] https://twitter.com/RahinaZarma/status/1288913537197314048
[1] https://twitter.com/NEJM/status/1290784583345213441
[1] https://twitter.com/holycode5/status/1282860612389875713

Top URLs in Tweet in G7:
[2] https://www.unmc.edu/news.cfm?match=25962&pk_campaign=email&pk_kwd=Next_diversity_listening_session_set_for_today
[1] https://twitter.com/mariyasweetwyne/status/1274511419489136640
[1] https://twitter.com/dglaucomflecken/status/1291816382959480833
[1] https://twitter.com/patchtestyu/status/1287352933777133568
[1] https://twitter.com/lashnolen/status/1293163148191637504
[1] https://twitter.com/choo_ek/status/1291810625161588737
[1] https://twitter.com/sekinatMc/status/1290618158060056576
[1] https://twitter.com/OrthochickMD/status/1291053648219459586
[1] https://www.nytimes.com/2020/08/11/health/microaggression-medicine-doctors.html?referringSource=articleShare
[1] https://www.nytimes.com/2020/07/27/opinion/coronavirus-medicine-blackness.html?referringSource=articleShare

Top URLs in Tweet in G8:
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02203-w
[2] https://twitter.com/angeljonesphd/status/1282677221224845314
[1] https://twitter.com/UNITY4BIPOC/status/1282687364289245184
[1] https://m.tiktok.com/v/6852034320249408773.html?u_code=dbch2je5lemhlj&preview_pb=0&language=en&_d=d9c5j37ahh7d91&share_item_id=6852034320249408773×tamp=1595364654&utm_campaign=client_share&utm_medium=ios&user_id=6805676680473035781&tt_from=copy&utm_source=copy
[1] https://www.blackinneuro.com/profiles
[1] https://fubu2020.splashthat.com/
[1] https://docs.google.com/forms/d/e/1FAIpQLSes0cnfDDY46p-xJ8Fne5a1ttpuvjdtw13RmRge5CKQOBBwDg/viewform
[1] https://www.moles.washington.edu/news-events/special-event-experiences-of-black-stem-in-the-ivory/
[1] https://twitter.com/NatureNews/status/1288068954930458625
[1] https://twitter.com/Sasha_Melanated/status/1286637679292166144

Top URLs in Tweet in G9:
[3] https://www.youtube.com/watch?v=6-6FKrxah0c&feature=youtu.be

[1] https://twitter.com/skyeakbar/status/1293157905974222849
[1] https://twitter.com/drmayc/status/1287288090348761089
[1] https://link.springer.com/epdf/10.1007/s13384-020-00405-9?sharing_token=yC4963PQ0oqq9bz9yAbmQ_e4RwlQNchNByi7wbcMAY7kJmO43RAJU9ivB5BSWUGef2Z2SCDKUEVkqVPVBKdHL-85yV9uLnSTtm77NmuGVF-nSeC2DWyDoRwZFoMxgVetjbogEAU29ye_3MIX3Onu-NFSyLSyLwDkysfLebyfsHI%3D
[1] https://twitter.com/amythunig/status/1291948086353203200
[1] https://twitter.com/jacyntakrakouer/status/1286829998523834368
[1] https://twitter.com/debkilroy/status/1287512239713353728
[1] https://www.change.org/p/uk-universities-uk-universities-anti-racism-call-to-action?utm_source=share_petition&utm_medium=custom_url&recruited_by_id=2d7ddf90-de98-11e9-bd19-7f5dc2715cc3
[1] https://twitter.com/drarunverma/status/1283288827055017984
[1] https://twitter.com/amythunig/status/1291950312731758594

Top URLs in Tweet in G10:
[3] https://twitter.com/trishgreenhalgh/status/1287329145760997377
[2] https://www.moles.washington.edu/news-events/special-event-experiences-of-black-stem-in-the-ivory/
[2] https://twitter.com/UWMolES/status/1280936988091142148
[2] https://www.youtube.com/watch?v=Be3NCsBsl-I&feature=youtu.be

[2] https://twitter.com/profgabrielle/status/1283046856973582336
[1] https://twitter.com/conversationus/status/1282683406380339204
[1] https://twitter.com/DrSyD/status/1282762730710142978
[1] https://www.youtube.com/watch?v=IaAvG7XIdtg&feature=youtu.be

[1] https://www.facebook.com/1100790001/posts/10216207890765559/?d=n
[1] https://twitter.com/janeemurray13/status/1282881017724825600

Top Domains
Top Domains in Tweet in Entire Graph:
[524] twitter.com
[314] blackcomputeher.org
[71] youtube.com
[40] google.com
[37] blackinengineering.org
[36] nature.com
[30] forms.gle
[26] washington.edu
[23] diverseeducation.com
[22] theprofessorisin.com

Top Domains in Tweet in G1:
[177] twitter.com
[48] youtube.com
[36] blackinengineering.org
[18] blackcomputeher.org
[18] diverseeducation.com
[11] google.com
[9] facebook.com
[8] hechingerreport.org
[7] medium.com
[6] blackinneuro.com

Top Domains in Tweet in G2:
[5] twitter.com
[2] apple.news
[2] threadreaderapp.com
[2] threader.app
[1] google.com
[1] springer.com
[1] theglobeandmail.com
[1] qualtrics.com
[1] hechingerreport.org
[1] theguardian.com

Top Domains in Tweet in G3:
[9] twitter.com
[2] nature.com
[1] bigmarker.com
[1] meetup.com
[1] instagram.com
[1] blackinengineering.org
[1] awocspace.com
[1] eventbrite.com
[1] tandfonline.com
[1] blackcomputeher.org

Top Domains in Tweet in G4:
[36] twitter.com
[2] diverseeducation.com
[2] medium.com
[2] blackcomputeher.org
[1] youtube.com
[1] catapult.co
[1] fullerton.edu
[1] insidehighered.com
[1] artforum.com
[1] uconn.edu

Top Domains in Tweet in G5:
[29] twitter.com
[18] washington.edu
[9] nature.com
[6] google.com
[6] sciencenews.org
[2] sciencemag.org
[2] blackcomputeher.org
[1] astronoir.org
[1] nytimes.com
[1] forms.gle

Top Domains in Tweet in G6:
[281] blackcomputeher.org
[7] twitter.com
[5] nytimes.com
[2] citeher.org
[1] sagepub.com
[1] google.com
[1] nature.com
[1] vote.org
[1] spotify.com

Top Domains in Tweet in G7:
[29] twitter.com
[2] nytimes.com
[2] unmc.edu
[1] fortune.com
[1] springer.com
[1] elsevierhealth.com
[1] mcleanhospital.org
[1] aauw.org
[1] tennessee.edu
[1] gofundme.com

Top Domains in Tweet in G8:
[15] twitter.com
[3] nature.com
[1] tiktok.com
[1] blackinneuro.com
[1] splashthat.com
[1] google.com
[1] washington.edu
[1] pulitzer.org
[1] teachpsych.org

Top Domains in Tweet in G9:
[7] twitter.com
[3] youtube.com
[1] springer.com
[1] change.org

Top Domains in Tweet in G10:
[59] twitter.com
[5] google.com
[4] youtube.com
[2] washington.edu
[1] facebook.com
[1] gofundme.com
[1] thehill.com
[1] theprofessorisin.com
[1] insidehighered.com
[1] diverseeducation.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3384] blackintheivory
[442] wakandaforever
[316] blackinstem
[204] academictwitter
[186] blackandstem
[178] blacklivesmatter
[126] blackinneuro
[122] academicchatter
[110] amplifyblackstem
[105] medtwitter



Top Hashtags in Tweet in G1:
[1367] blackintheivory
[129] blackinstem
[116] blackandstem
[101] amplifyblackstem
[89] academics4blacklives
[72] noiresteminist
[70] blackinneuro
[62] becauseofjoy
[60] academictwitter
[45] blackengineeringfacultyspeak

Top Hashtags in Tweet in G2:
[29] blackintheivory
[4] olemiss
[2] academics
[2] strike4blacklives
[2] blackmentalhealthmatters
[1] racism
[1] meded
[1] medtwitter
[1] racist
[1] professionalism

Top Hashtags in Tweet in G3:
[420] wakandaforever
[74] blackexcellence
[71] eeb
[45] blackintheivory
[9] blackinstem
[7] blm
[5] blackandstem
[4] blacklivesmatter
[4] academictwitter
[3] blackinastro

Top Hashtags in Tweet in G4:
[159] blackintheivory
[25] raceb4race
[19] shakerace
[15] blacklivesmatter
[13] academictwitter
[11] shear2020
[11] academicchatter
[9] bipoc
[8] medievaltwitter
[7] litpoc

Top Hashtags in Tweet in G5:
[289] blackintheivory
[43] blackinstem
[40] womeninstem
[28] blackinneuro
[21] blackandstem
[17] blackinchem
[16] experiencesofblackstem
[13] academictwitter
[11] blackinneuroweek
[11] diversity

Top Hashtags in Tweet in G6:
[38] blackintheivory
[7] blacktechtwitter
[5] citeher
[5] blackinstem
[5] blacklearnersmatter
[4] blackmedtwitter
[4] blacklivesmatter
[3] blackmindsmatter
[3] blacktechpipeline
[2] blackinchem

Top Hashtags in Tweet in G7:
[106] blackintheivory
[49] medtwitter
[30] blackmedtwitter
[14] medbikini
[13] blackwomeninmedicine
[9] academictwitter
[8] nsgy
[7] blackinneuro
[7] diversity
[6] medstudenttwitter

Top Hashtags in Tweet in G8:
[63] blackintheivory
[10] blackinstem
[9] academictwitter
[8] blackandstem
[8] meded
[7] gsta
[7] pedagogy
[5] blackinneuro
[5] blacklivesmatter
[5] blackinchem

Top Hashtags in Tweet in G9:
[21] blackintheivory
[12] bame
[9] academictwitter
[9] academicchatter
[8] intersectional
[5] wordsintoactions
[4] indigenous
[2] blacademia
[1] phdchat
[1] trauma

Top Hashtags in Tweet in G10:
[178] blackintheivory
[16] blacklivesmatter
[10] blackinstem
[8] blm
[8] academicchatter
[6] academictwitter
[5] blackinneuro
[4] medtwitter
[4] phdchat
[4] highereducation

Top Words
Top Words in Tweet in Entire Graph:
[3379] #blackintheivory
[3005] black
[1051] racism
[990] against
[940] time
[933] trishgreenhalgh
[814] academics
[714] academic
[704] research
[702] make

Top Words in Tweet in G1:
[1364] #blackintheivory
[843] black
[545] smileitsjoy
[232] drshardedavis
[231] being
[217] co
[183] share
[181] faculty
[165] blackinneuro
[158] academics

Top Words in Tweet in G2:
[866] trishgreenhalgh
[863] against
[563] academic
[560] racism
[557] academics
[554] time
[554] make
[554] stand
[554] publishing
[554] 'poverty

Top Words in Tweet in G3:
[491] natureecoevo
[491] promoting
[454] black
[427] excited
[427] share
[425] paper
[422] systemic
[420] #wakandaforever
[420] excellence
[420] combating

Top Words in Tweet in G4:
[185] paulharris917
[181] tenure
[159] #blackintheivory
[155] re
[153] letter
[152] provost
[152] saying
[152] supports
[152] dean's
[152] evaluation

Top Words in Tweet in G5:
[289] #blackintheivory
[125] thepurplepage
[117] twitter
[104] social
[101] another
[101] desire
[100] aspect
[100] plays
[100] media
[100] appearance

Top Words in Tweet in G6:
[310] black
[289] women
[282] blackcomputeher
[281] bibliography
[281] quincykbrown
[280] papers
[280] computing
[278] proud
[277] introduce
[276] #cite

Top Words in Tweet in G7:
[106] #blackintheivory
[65] white
[63] time
[62] today
[52] black
[52] felicityenders
[51] physician
[50] won
[49] #medtwitter
[49] yelled

Top Words in Tweet in G8:
[223] black
[175] heatherdsnell
[168] anyone
[168] oh
[168] well
[168] find
[168] quality
[168] applicants
[168] panelist
[168] whatever

Top Words in Tweet in G9:
[392] indigenous
[392] research
[144] jacyntakrakouer
[136] led
[134] talk
[130] ppl
[128] need
[126] wher
[21] #blackintheivory
[18] paper

Top Words in Tweet in G10:
[178] #blackintheivory
[40] black
[16] #blacklivesmatter
[15] racism
[15] students
[12] more
[11] experiences
[11] being
[10] faculty
[10] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[602] racism,academic
[601] academics,time
[601] time,make
[601] make,stand
[601] stand,against
[601] against,racism
[601] academic,publishing
[601] publishing,'poverty
[601] 'poverty,culture'
[601] culture',lawrence

Top Word Pairs in Tweet in G1:
[146] co,founder
[119] black,engineering
[116] engineering,faculty
[106] smileitsjoy,drshardedavis
[97] experiences,black
[97] black,women
[85] share,experiences
[78] lot,#blackintheivory
[77] latest,naturehumbehav
[77] naturehumbehav,academia

Top Word Pairs in Tweet in G2:
[554] academics,time
[554] time,make
[554] make,stand
[554] stand,against
[554] against,racism
[554] racism,academic
[554] academic,publishing
[554] publishing,'poverty
[554] 'poverty,culture'
[554] culture',lawrence

Top Word Pairs in Tweet in G3:
[420] #wakandaforever,excited
[420] excited,share
[420] share,paper
[420] paper,natureecoevo
[420] natureecoevo,promoting
[420] promoting,black
[420] black,excellence
[420] excellence,combating
[420] combating,systemic
[419] cschell_canids,#wakandaforever

Top Word Pairs in Tweet in G4:
[152] letter,provost
[152] provost,saying
[152] saying,supports
[152] supports,dean's
[152] dean's,re
[152] re,evaluation
[152] evaluation,favor
[152] favor,tenure
[151] paulharris917,letter
[35] white,dude

Top Word Pairs in Tweet in G5:
[100] another,aspect
[100] aspect,#blackintheivory
[100] #blackintheivory,plays
[100] plays,twitter
[100] twitter,social
[100] social,media
[100] media,appearance
[100] appearance,desire
[99] thepurplepage,another
[99] desire,hea

Top Word Pairs in Tweet in G6:
[289] black,women
[280] bibliography,papers
[280] papers,black
[280] women,computing
[279] computing,blackcomputeher
[277] proud,introduce
[277] introduce,bibliography
[276] quincykbrown,proud
[276] blackcomputeher,#cite
[8] reminder,sign

Top Word Pairs in Tweet in G7:
[49] today,yelled
[49] yelled,white
[49] white,male
[49] male,physician
[49] physician,shouldn
[49] shouldn,big
[49] big,deal
[49] deal,first
[49] first,time
[49] time,won

Top Word Pairs in Tweet in G8:
[168] anyone,oh
[168] oh,well
[168] well,find
[168] find,quality
[168] quality,black
[168] black,applicants
[168] applicants,panelist
[168] panelist,whatever
[168] whatever,neuroscience
[168] neuroscience,longer

Top Word Pairs in Tweet in G9:
[256] research,indigenous
[130] indigenous,ppl
[128] need,talk
[128] talk,indigenous
[128] indigenous,research
[128] indigenous,led
[128] led,research
[128] research,research
[127] jacyntakrakouer,need
[126] ppl,wher

Top Word Pairs in Tweet in G10:
[6] #blackintheivory,#blackinstem
[5] black,women
[5] #blacklivesmatter,#blackintheivory
[4] #blackintheivory,#blacklivesmatter
[4] higher,education
[4] being,#blackintheivory
[3] experiences,black
[3] #medtwitter,#blackintheivory
[3] #academicchatter,#blackintheivory
[3] social,media

Top Replied-To
Top Replied-To in Entire Graph:
@smileitsjoy
@halsey
@drmonicacox
@drplattlab
@drbritwilliams
@warnerlthomas
@blackintheivory
@columbia
@elysabethgrace
@qaalihussein1

Top Replied-To in G1:
@smileitsjoy
@drmonicacox
@drplattlab
@drjuliettem
@common
@quincykbrown
@brilliantblkgrl
@uconnresearch
@drshardedavis
@drashleycureton

Top Replied-To in G2:
@trishgreenhalgh
@monkey3452
@threadascii

Top Replied-To in G3:
@ayannapressley

Top Replied-To in G4:
@elysabethgrace
@drbritwilliams
@effiedarling194
@paulharris917
@franrbell

Top Replied-To in G5:
@aaasmeetings
@calliandra13
@kristel_yee
@mariataylor
@needhibhalla
@devin_eleven
@drplattlab

Top Replied-To in G6:
@nadegecompaore

Top Replied-To in G7:
@qaalihussein1
@dr_ameagher
@orthochickmd
@drhaydeebrown
@bisratw0
@amandajoymd
@drfna
@teenmd
@darrenstapleto6
@sharonnehayes

Top Replied-To in G8:
@minoritystem

Top Mentioned
Top Mentioned in Entire Graph:
@trishgreenhalgh
@smileitsjoy
@natureecoevo
@cschell_canids
@blackcomputeher
@quincykbrown
@drshardedavis
@heatherdsnell
@paulharris917
@thepurplepage

Top Mentioned in G1:
@smileitsjoy
@drshardedavis
@blackinneuro
@drcaberry
@myalroberson
@nkasistoll
@academicchatter
@naturehumbehav
@brilliantblkgrl
@academics4bsw

Top Mentioned in G2:
@trishgreenhalgh
@drivanjoseph
@javeedsukhera
@prestonigwe
@fourteenhearts
@shaineneuro
@divdececon
@smileitsjoy
@usnehal
@brandytiernan

Top Mentioned in G3:
@natureecoevo
@cschell_canids
@cylitaguy
@alxndriath3gr8
@harvardphysics
@smileitsjoy
@bowenlab1
@astrophisacist
@mesaoregon
@cemogor

Top Mentioned in G4:
@paulharris917
@theoctopiehole
@drbritwilliams
@_thebrownprint_
@profgabrielle
@wilson_okello
@elysabethgrace
@profkfh
@isasaxonists
@misschisomo

Top Mentioned in G5:
@thepurplepage
@eswntweets
@deepseadawn
@uwpostdocda
@advancegeo
@aaberhe
@needhibhalla
@aaas
@drplattlab
@dearblackstude1

Top Mentioned in G6:
@blackcomputeher
@quincykbrown
@nytimes
@blacklearners
@cnidarians_rock
@drsimpsonhsr
@smileitsjoy
@drmonicacox
@thepurplepage
@damontweedymd

Top Mentioned in G7:
@felicityenders
@chasetmanderson
@drkerrymitchell
@drcargle
@choo_ek
@trishgreenhalgh
@eknduom
@uche_blackstock
@womenmdinanesth
@usnehal

Top Mentioned in G8:
@heatherdsnell
@drsimonedouglas
@bumpuslab
@hopkinsmedicine
@_drnicole
@thepurplepage
@jasoneseminars
@gradsteachpsych
@blackinchem
@wibcapitalrgn

Top Mentioned in G9:
@jacyntakrakouer
@amythunig
@drarunverma
@trishgreenhalgh
@skyeakbar
@eventbrite
@robyn_oxley
@a
@lsbu_racegender
@lsbu_lss

Top Mentioned in G10:
@usawritersaplus
@truthseekerstv_

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@s9tmt
@threadreaderapp
@ligayaloyola
@n7irl
@allchanges
@femtech_
@rosenchild
@der_bluthund
@sandradunn1955

Top Tweeters in G1:
@blackphysicists
@rolandsmartin
@moniselseward
@mjohnso27
@igallupd
@_deardiaryyy
@tam_resist
@myglobalpac
@sallymoen2
@conjja

Top Tweeters in G2:
@s9tmt
@sandradunn1955
@euethnic
@_l17r_
@lazaroumterror
@callmemonow
@natalie91231732
@jjunplay
@taritac
@lugwaja

Top Tweeters in G3:
@n7irl
@sydnets
@whysharksmatter
@shell_loyd
@anonymiss8
@freeyourmindkid
@amcell
@missgpa
@dawnbazely
@awosss

Top Tweeters in G4:
@ligayaloyola
@estarianne
@janniaragon
@sfdirewolf
@abc
@drugmonkeyblog
@letmicahdown
@yaaasantewaaba
@nanaslugdiva
@dorothyk98

Top Tweeters in G5:
@femtech_
@nofascistlies
@walkerdl
@learn__together
@fox5atlanta
@__stellaaaar
@dd9000
@jennygadget
@womencodersbot
@needhibhalla

Top Tweeters in G6:
@nytimes
@raulpacheco
@avocalistsrival
@nebula63
@lingtunechi
@astoldby_shy
@_niittaa
@notingshaw
@gl0ssycha
@wunpini_fm

Top Tweeters in G7:
@lizditz
@sistercrow
@mdaware
@drjengunter
@bartandrews
@ccprakay
@supergirltimidi
@wfkars
@iceman_ex
@caitlinkellynyc

Top Tweeters in G8:
@bbwolfevox
@mededbot
@bensaunders
@sasha_melanated
@pheromoneevo
@karenlitzynyc
@elizabethleonz
@schoppik
@the_node
@hopkinsmedicine

Top Tweeters in G9:
@jurylady5
@wgarnews
@bonkers_bee
@adamspong
@michaelcoll5
@cannabisfairy69
@davidroxdad
@catatonichic
@imusing
@colleenlavelle1

Top Tweeters in G10:
@geewhizpat
@pra
@ibechichi_
@stacydvandeveer
@amltaylor66
@eddiefrancis
@dorothybeach
@cassial
@e__news
@ubssw


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