#BlackInTheIvory, Twitter, 8/5/2020 7:52:04 AM, 231900


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#BlackInTheIvory_2020-08-05_00-16-01.xlsx
#BlackInTheIvory_2020-08-05_00-16-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 05, 2020
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/39YNqec
@blackintheivory
@doritmi
@trishgreenhalgh
@shakespearelovr
@drcaberry
@ammahstarr
@natureecoevo
@cschell_canids
@heatherdsnell
@paulharris917

Top hashtags:
#blackintheivory
#wakandaforever
#blackinstem
#blackandstem

Description:
Description
The graph represents a network of 8,155 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, 05 August 2020 at 07:21 UTC.

The requested start date was Wednesday, 05 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, 23-hour, 19-minute period from Monday, 06 July 2020 at 00:19 UTC to Tuesday, 04 August 2020 at 23:38 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 : 8155
Unique Edges : 5221
Edges With Duplicates : 19025
Total Edges : 24246
Number of Edge Types : 5
Replies to : 283
Mentions : 1456
Retweet : 8884
MentionsInRetweet : 12506
Tweet : 1117
Self-Loops : 1160
Reciprocated Vertex Pair Ratio : 0.0195080576759966
Reciprocated Edge Ratio : 0.0382695507487521
Connected Components : 403
Single-Vertex Connected Components : 183
Maximum Vertices in a Connected Component : 7196
Maximum Edges in a Connected Component : 22834
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.104029
Graph Density : 0.00019883941664347
Modularity : 0.463965
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 8,155 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, 05 August 2020 at 07:21 UTC.

The requested start date was Wednesday, 05 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, 23-hour, 19-minute period from Monday, 06 July 2020 at 00:19 UTC to Tuesday, 04 August 2020 at 23:38 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/
[82] https://www.youtube.com/watch?v=c3qzaTq9ZkU&feature=youtu.be

[33] https://blackinengineering.org/
[29] https://www.moles.washington.edu/news-events/special-event-experiences-of-black-stem-in-the-ivory/
[20] https://www.youtube.com/channel/UCm37SR135GQG9FyK8dcLGTg
[19] https://forms.gle/SPbsQUjS29wG7qs37
[14] https://www.psychologytoday.com/us/blog/culturally-speaking/202007/racism-in-academic-publishing
[11] https://diverseeducation.com/article/185381/#.Xx4qorNWnP0.twitter
[11] https://forms.gle/KyTpi1GDcCJzPkFn7
[10] https://www.asbmb.org/asbmb-today/opinions/072420/being-black-in-the-ivory-tower

Top URLs in Tweet in G1:
[14] https://blackcomputeher.org/citeher-bibliography/
[10] 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
[5] https://www.blackintheivory.com/
[5] https://twitter.com/meganranney/status/1283771898225135616
[5] https://docs.google.com/forms/d/e/1FAIpQLSfk2JRKtXIDRtOpw2jSfA8F3N7Uow-dBFou_n3Rg-LMTndsNQ/viewform?usp=send_form
[3] https://www.stitcher.com/s/?fid=503653
[3] https://twitter.com/drtrmorton/status/1284141910811193346
[3] https://twitter.com/smileitsjoy/status/1280496483704471555

Top URLs in Tweet in G2:
[3] https://enildaromero.com/2020/07/26/the-hashtag-blackintheivory/
[2] https://apple.news/ASpe2lukMSgK86XlPpxaSkQ
[2] https://twitter.com/angeljonesphd/status/1282677221224845314
[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://hechingerreport.org/opinion-when-institutions-fail-black-women-in-academia/
[1] https://twitter.com/elizabhinton/status/1269794165262516224
[1] https://www.theguardian.com/education/2020/jun/27/payback-time-academics-plan-to-launch-free-black-university-in-uk

Top URLs in Tweet in G3:
[13] https://www.psychologytoday.com/us/blog/culturally-speaking/202007/racism-in-academic-publishing
[4] https://blackcomputeher.org/citeher-bibliography/
[3] https://twitter.com/CellPressNews/status/1281230767461478402
[2] https://www.moles.washington.edu/news-events/special-event-experiences-of-black-stem-in-the-ivory/
[2] https://twitter.com/ChelseaHerps/status/1285396867438776322
[2] https://www.blackinneuro.com/profiles/mark-mikkelsen
[2] https://twitter.com/zitasesh/status/1281166009747992578
[1] https://twitter.com/illecta/status/1290755792698777607
[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/itsafronomics/status/1290740177154068480

Top URLs in Tweet in G4:
[79] https://www.youtube.com/watch?v=c3qzaTq9ZkU&feature=youtu.be

[31] https://blackinengineering.org/
[21] https://www.moles.washington.edu/news-events/special-event-experiences-of-black-stem-in-the-ivory/
[19] https://www.youtube.com/channel/UCm37SR135GQG9FyK8dcLGTg
[9] https://blackcomputeher.org/citeher-bibliography/
[8] https://www.sciencenews.org/article/covid-19-coronavirus-vaccine-trial-volunteer-sophia-upshaw
[5] https://www.facebook.com/verysmartbrothas
[4] https://twitter.com/methanoJen/status/1283074278070652928
[3] https://blackinengineering.org/action-item-list/
[2] https://twitter.com/theresearchher/status/1246442707137986560

Top URLs in Tweet in G5:
[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
[2] https://twitter.com/duane_g_watson/status/1283810426007027712
[1] https://www.eventbrite.com/e/lsu-science-cafe-race-and-the-pandemic-tickets-113161298490?aff=Facebook
[1] https://twitter.com/lsuresearch/status/1285213874044583939
[1] https://www.tandfonline.com/doi/full/10.1080/17513057.2020.1789692?cookieSet=1
[1] https://link.medium.com/mpQBuOFYZ6
[1] https://twitter.com/UWMolES/status/1280936988091142148
[1] https://asm.org/Articles/2020/July/COVID-19-and-the-Black-Lives-Matter-Movement-Manag#.XwiibqeB4TA.twitter
[1] https://twitter.com/ilovepigenetics/status/1286286150353772544

Top URLs in Tweet in G6:
[2] https://twitter.com/janeemurray13/status/1282877391681941504
[1] https://twitter.com/samcoren/status/1281413766446555137
[1] https://twitter.com/drquinncapers4/status/1290063500740460546
[1] https://twitter.com/dmalebranche/status/1288402548232200194
[1] https://twitter.com/outtherejch/status/1269789219259547649
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-01741-7
[1] https://twitter.com/reprorightsdoc/status/1284184418878464001
[1] https://twitter.com/laceydurham/status/1280167133519982593
[1] https://view.joomag.com/volume-68-issue-2-louisville-medicine/0161069001593545640/p34?short&

Top URLs in Tweet in G7:
[277] https://blackcomputeher.org/citeher-bibliography/
[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://www.gofundme.com/f/support-a-black-womanled-podcast
[1] https://twitter.com/RahinaZarma/status/1288913537197314048
[1] https://twitter.com/quincykbrown/status/1283751941915529218
[1] https://www.vote.org/
[1] https://twitter.com/holycode5/status/1282860612389875713
[1] https://open.spotify.com/episode/5wiw1WnbDdCyTc30ZASHqF?si=sJU9IGWmQda9Lx7wLIPq5Q
[1] https://twitter.com/BlackWomenPhDs/status/1280552227145383941

Top URLs in Tweet in G8:
[4] http://theprofessorisin.com/2020/06/29/institutional-weapons-of-whiteness-blm-guest-post/
[4] http://theprofessorisin.com/2020/07/15/black-in-the-ivory-blm/
[3] http://theprofessorisin.com/2020/07/16/institutions-protect-racists-blm/
[2] http://theprofessorisin.com/2020/06/24/the-burden-of-being-the-only-one-in-the-room-blm-guest-post/
[2] http://theprofessorisin.com/2020/07/03/for-colored-folks-who-have-considered-suicide-when-cookies-and-academia-were-not-enough-blm-guest-post/
[2] http://theprofessorisin.com/2020/06/30/higher-ed-is-unprepared-blm-guest-post/
[2] https://www.insidehighered.com/views/2020/07/16/black-tenure-track-faculty-members-face-challenges-looking-housing-near-their#.XxDr23WwKEo.twitter
[2] https://www.youtube.com/watch?v=6-6FKrxah0c&feature=youtu.be

[1] http://theprofessorisin.com/2020/06/09/you-may-be-your-black-colleagues-amy-cooper-blm-guest-post/
[1] https://getpocket.com/explore/item/the-death-of-an-adjunct?utm_source=pocket-newtab

Top URLs in Tweet in G9:
[3] https://jamanetwork.com/journals/jama/fullarticle/2768354
[2] https://twitter.com/kemidoll/status/1283560656759713792
[2] https://www.nejm.org/doi/full/10.1056/NEJMp2021072?cookieSet=1
[1] https://www.nejm.org/doi/full/10.1056/NEJMp2021291?query=featured_home&cookieSet=1
[1] https://apply.interfolio.com/76299
[1] https://twitter.com/MyaLRoberson/status/1287792681159143424
[1] https://www.nejm.org/doi/full/10.1056/NEJMms2003544?query=recirc_inIssue_bottom_article&cookieSet=1
[1] https://twitter.com/dabdelhameid/status/1283086485047189507
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.redjournal.org%2Farticle%2FS0360-3016%2820%2931413-9%2Ffulltext&rc=0
[1] https://www.nejm.org/doi/full/10.1056/NEJMpv2022964?source=nejmtwitter&medium=organic-social&cookieSet=1

Top URLs in Tweet in G10:
[3] https://twitter.com/UWMolES/status/1280936988091142148
[3] https://twitter.com/trishgreenhalgh/status/1287329145760997377
[2] http://www.hblhairextensions.com/
[2] https://rover.ebay.com/rover/1/711-53200-19255-0/1?icep_ff3=2&pub=5575378759&campid=5338273189&customid=&icep_item=143622962359&ipn=psmain&icep_vectorid=229466&kwid=902099&mtid=824&kw=lg&toolid=11111
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-01741-7
[2] https://www.moles.washington.edu/news-events/special-event-experiences-of-black-stem-in-the-ivory/
[2] https://www.youtube.com/watch?v=Be3NCsBsl-I&feature=youtu.be

[2] https://twitter.com/profgabrielle/status/1283046856973582336
[1] https://twitter.com/FutureDrDukes/status/1279897894233837568
[1] https://twitter.com/studentlegalnet/status/1270445944732037126

Top Domains
Top Domains in Tweet in Entire Graph:
[586] twitter.com
[314] blackcomputeher.org
[131] youtube.com
[44] google.com
[42] nature.com
[37] blackinengineering.org
[30] forms.gle
[29] washington.edu
[25] theprofessorisin.com
[23] diverseeducation.com

Top Domains in Tweet in G1:
[144] twitter.com
[21] diverseeducation.com
[14] blackcomputeher.org
[10] blackintheivory.com
[8] hechingerreport.org
[7] google.com
[7] medium.com
[4] youtube.com
[4] nature.com
[4] theconversation.com

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

Top Domains in Tweet in G3:
[30] twitter.com
[14] psychologytoday.com
[5] blackinneuro.com
[4] blackcomputeher.org
[2] washington.edu
[2] nature.com
[2] google.com
[2] youtube.com
[1] tiktok.com
[1] splashthat.com

Top Domains in Tweet in G4:
[108] youtube.com
[79] twitter.com
[34] blackinengineering.org
[21] washington.edu
[13] google.com
[9] blackcomputeher.org
[8] sciencenews.org
[7] facebook.com
[7] nature.com
[3] medium.com

Top Domains in Tweet in G5:
[9] twitter.com
[3] nature.com
[1] eventbrite.com
[1] tandfonline.com
[1] medium.com
[1] asm.org
[1] conservationcorridor.org
[1] blackinengineering.org
[1] blackcomputeher.org

Top Domains in Tweet in G6:
[8] twitter.com
[1] nature.com
[1] joomag.com

Top Domains in Tweet in G7:
[277] blackcomputeher.org
[6] twitter.com
[2] citeher.org
[1] gofundme.com
[1] vote.org
[1] spotify.com
[1] youtube.com

Top Domains in Tweet in G8:
[23] theprofessorisin.com
[9] twitter.com
[3] medium.com
[2] insidehighered.com
[2] youtube.com
[1] getpocket.com
[1] nature.com
[1] google.com
[1] blackspaceblog.com
[1] arktimes.com

Top Domains in Tweet in G9:
[14] twitter.com
[6] nejm.org
[3] jamanetwork.com
[2] elsevierhealth.com
[1] interfolio.com
[1] psychologytoday.com
[1] medium.com

Top Domains in Tweet in G10:
[63] twitter.com
[4] youtube.com
[4] google.com
[3] ebay.com
[2] nbcnews.com
[2] hblhairextensions.com
[2] nature.com
[2] washington.edu
[2] gofundme.com
[1] soundcloud.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3725] blackintheivory
[439] wakandaforever
[383] blackinstem
[284] blackandstem
[282] academictwitter
[275] blacklivesmatter
[186] amplifyblackstem
[129] academicchatter
[120] blackengineeringfacultyspeak
[109] blackinneuro



Top Hashtags in Tweet in G1:
[1111] blackintheivory
[87] academics4blacklives
[65] academictwitter
[65] tenureforpaul
[53] academicchatter
[43] blackinstem
[36] blacklivesmatter
[32] womeninstem
[24] blackinneuro
[23] stem

Top Hashtags in Tweet in G2:
[49] blackintheivory
[2] blackmentalhealthmatters
[1] racist

Top Hashtags in Tweet in G3:
[194] blackintheivory
[65] blackinstem
[40] blackinneuro
[36] blackandstem
[27] blackinneurorollcall
[24] scipol
[20] blackinastro
[19] blackafinstem
[14] blackinneuroweek
[14] blacklivesmatter

Top Hashtags in Tweet in G4:
[337] blackintheivory
[175] amplifyblackstem
[155] blackandstem
[128] blackinstem
[103] blackengineeringfacultyspeak
[63] noiresteminist
[55] weriseup
[42] blackinengineering
[28] blackacademics
[25] experiencesofblackstem

Top Hashtags in Tweet in G5:
[415] wakandaforever
[73] blackexcellence
[70] eeb
[67] blackintheivory
[28] blacklivesmatter
[25] covid__19
[25] pandemic
[8] blackinstem
[6] blackplantlove
[4] blackinneurorollcall

Top Hashtags in Tweet in G6:
[20] blackintheivory
[1] blackinneuro
[1] hsr
[1] covid19
[1] blackinneurorollcall
[1] whitecoatsforblacklives
[1] whitecoatblackdoctor
[1] blacklivesmatter
[1] pathologyresident
[1] pgy3

Top Hashtags in Tweet in G7:
[33] blackintheivory
[7] blacktechtwitter
[6] academictwitter
[5] citeher
[5] blackinstem
[5] phdchat
[4] academicchatter
[4] blacklivesmatter
[4] blacklearnersmatter
[3] blm

Top Hashtags in Tweet in G8:
[138] blackintheivory
[50] academictwitter
[17] academicchatter
[17] blm
[14] blackivystories
[8] bame
[7] intersectional
[5] blackandstem
[5] blackinstem
[5] amplifymelanatedvoices

Top Hashtags in Tweet in G9:
[48] blackintheivory
[24] blacklivesmatter
[8] medtwitter
[6] majoritytaxes
[6] antiracism
[5] blackmeninmedicine
[4] blackmedtwitter
[4] blackwomeninmedicine
[3] gaymedtwitter
[3] amplifying

Top Hashtags in Tweet in G10:
[204] blackintheivory
[26] blacklivesmatter
[12] blm
[11] blackinstem
[10] academictwitter
[10] medtwitter
[7] academicchatter
[5] highereducation
[5] blacklivesmattters
[5] blackmedtwitter

Top Words
Top Words in Tweet in Entire Graph:
[3792] black
[3708] #blackintheivory
[1234] racism
[1039] against
[956] trishgreenhalgh
[903] share
[903] time
[846] academics
[767] research
[756] academic

Top Words in Tweet in G1:
[1106] #blackintheivory
[803] black
[258] paulharris917
[241] smileitsjoy
[236] drshardedavis
[222] re
[220] tenure
[216] being
[205] white
[169] racism

Top Words in Tweet in G2:
[885] trishgreenhalgh
[860] against
[559] racism
[559] academic
[558] academics
[554] time
[554] make
[554] stand
[554] publishing
[554] 'poverty

Top Words in Tweet in G3:
[420] black
[255] find
[195] heatherdsnell
[194] #blackintheivory
[172] neuroscience
[171] anyone
[170] panelist
[169] oh
[168] well
[168] quality

Top Words in Tweet in G4:
[429] black
[336] #blackintheivory
[278] faculty
[264] experiences
[260] engineering
[257] share
[194] drcaberry
[175] #amplifyblackstem
[165] action
[155] #blackandstem

Top Words in Tweet in G5:
[493] natureecoevo
[485] promoting
[479] black
[428] share
[418] paper
[415] #wakandaforever
[415] excited
[415] excellence
[415] combating
[415] systemic

Top Words in Tweet in G6:
[275] job
[274] made
[274] titles
[274] don
[273] degrees
[273] harvard
[273] walk
[273] program
[273] manager
[273] boss

Top Words in Tweet in G7:
[290] black
[278] blackcomputeher
[277] bibliography
[277] women
[277] quincykbrown
[276] papers
[276] computing
[273] proud
[273] introduce
[272] #cite

Top Words in Tweet in G8:
[184] black
[138] #blackintheivory
[125] uk
[90] nkasistoll
[80] academicchatter
[73] research
[64] academics
[60] looking
[60] anyone
[58] doing

Top Words in Tweet in G9:
[48] #blackintheivory
[46] racism
[43] black
[40] speak
[39] voice
[38] before
[37] time
[36] damaged
[36] during
[36] residency

Top Words in Tweet in G10:
[204] #blackintheivory
[59] black
[23] #blacklivesmatter
[20] racism
[16] people
[14] being
[14] students
[13] white
[12] lives
[12] #blm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[606] 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:
[159] letter,provost
[159] provost,saying
[159] saying,supports
[159] supports,dean's
[159] dean's,re
[159] re,evaluation
[159] evaluation,favor
[159] favor,tenure
[158] paulharris917,letter
[85] smileitsjoy,drshardedavis

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:
[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 G4:
[245] black,engineering
[239] engineering,faculty
[231] experiences,black
[176] share,experiences
[116] please,help
[116] help,#amplifyblackstem
[115] faculty,bring
[105] bring,awareness
[104] #amplifyblackstem,share
[74] black,stem

Top Word Pairs in Tweet in G5:
[415] #wakandaforever,excited
[415] excited,share
[415] share,paper
[415] paper,natureecoevo
[415] natureecoevo,promoting
[415] promoting,black
[415] black,excellence
[415] excellence,combating
[415] combating,systemic
[414] cschell_canids,#wakandaforever

Top Word Pairs in Tweet in G6:
[273] degrees,harvard
[273] harvard,walk
[273] walk,job
[273] job,made
[273] made,program
[273] program,manager
[273] manager,boss
[273] boss,tells
[273] tells,titles
[273] titles,don

Top Word Pairs in Tweet in G7:
[277] black,women
[276] bibliography,papers
[276] papers,black
[276] women,computing
[275] computing,blackcomputeher
[273] proud,introduce
[273] introduce,bibliography
[272] quincykbrown,proud
[272] blackcomputeher,#cite
[6] black,engineering

Top Word Pairs in Tweet in G8:
[57] hi,academicchatter
[57] academicchatter,uk
[57] uk,academics
[57] academics,looking
[57] looking,connect
[57] connect,anyone
[57] anyone,doing
[57] doing,research
[57] research,uk
[57] uk,black

Top Word Pairs in Tweet in G9:
[36] voice,damaged
[36] damaged,before
[36] before,during
[36] during,residency
[36] residency,shattered
[36] shattered,terrified
[36] terrified,time
[36] time,tried
[36] tried,speak
[35] tmprowell,voice

Top Word Pairs in Tweet in G10:
[8] lives,matter
[7] #blackintheivory,#blacklivesmatter
[7] black,lives
[6] first,black
[5] being,#blackintheivory
[5] white,people
[5] #blackinstem,#blackintheivory
[4] black,academics
[4] #academictwitter,#blackintheivory
[4] racism,academia

Top Replied-To
Top Replied-To in Entire Graph:
@halsey
@drmonicacox
@blackintheivory
@drplattlab
@columbia
@drfna
@drashleycureton
@elysabethgrace
@kareem_carr
@common

Top Replied-To in G1:
@drshardedavis
@smileitsjoy
@hansimunasinghe
@ibjiyongi
@ezialibo
@jruck_psych
@drdvega
@dr_whiteowt
@brilliantblkgrl
@asher__williams

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

Top Replied-To in G3:
@themorgantrail
@daverosenthal1
@jasonsynaptic
@getneuro
@drfna
@kbzo_
@blackinneuro
@minoritystem
@_enginoire

Top Replied-To in G4:
@drmonicacox
@drplattlab
@common
@drjuliettem
@quincykbrown
@estodek
@soniagupta504
@adrienne_wu
@blackstemusa
@npr

Top Replied-To in G5:
@ayannapressley
@abbyhartman

Top Replied-To in G6:
@docmosho

Top Replied-To in G7:
@nadegecompaore

Top Replied-To in G8:
@blackintheivory
@drashleycureton
@drbwillingham
@assessmentisfun
@christybraham
@positivprogramr
@darthscience
@pawprinceton
@_danibeck
@professorisin

Top Replied-To in G9:
@ti_enjoli
@dror_barak
@markdny
@lashnolen
@eldrinl
@christinachapmd

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

Top Mentioned in G1:
@paulharris917
@smileitsjoy
@drshardedavis
@myalroberson
@blackintheivory
@naturehumbehav
@thurris
@academics4bsw
@uva
@futuredrdukes

Top Mentioned in G2:
@trishgreenhalgh
@divdececon
@heatherdsnell
@drleslieappiah
@eromerohall
@drmonnica
@c_flurey
@drshardedavis
@drsharonwalker1
@astrotoya

Top Mentioned in G3:
@heatherdsnell
@blackinneuro
@drmonnica
@chanelmatney
@jomicah24
@blacki
@khadijadeniece
@drwint_signalin
@microbiomarisol
@_enginoire

Top Mentioned in G4:
@drcaberry
@drmonicacox
@drleroylongiii
@drplattlab
@drsimonedouglas
@drjasonjohnson
@deepseadawn
@aaberhe
@medium
@aaas

Top Mentioned in G5:
@natureecoevo
@cschell_canids
@cylitaguy
@asmicrobiology
@leafwarbler
@kwasiscientific
@scrapnaturalist
@rebekah_jwhite
@bowenlab1
@timisneat

Top Mentioned in G6:
@ammahstarr
@janeemurray13
@trishgreenhalgh
@tmprowell
@melaninpathmd
@jacrjournal
@docmosho
@taybrogers
@drwint_signalin
@outtherejch

Top Mentioned in G7:
@blackcomputeher
@quincykbrown
@drmonicacox
@zoras_daughters
@blacklearners
@drcaberry
@essenbi
@nadegecompaore
@kelli
@blackintheivory

Top Mentioned in G8:
@nkasistoll
@academicchatter
@professorisin
@ukri_news
@_vcopeland
@jaboalake
@nancytaughtyou
@drarunverma
@brownuniversity
@blackwomenphds

Top Mentioned in G9:
@tmprowell
@chasetmanderson
@pre_rad
@kemidoll
@ohsuradmed
@nejm
@drheardgarris
@drwinkfield
@christinachapmd
@awadahmedmd

Top Mentioned in G10:
@hblhairservices
@ogunyemimd
@usawritersaplus
@truthseekerstv_

Top Tweeters
Top Tweeters in Entire Graph:
@s9tmt
@threadreaderapp
@ligayaloyola
@n7irl
@allchanges
@rosenchild
@femtech_
@sandradunn1955
@luqmannyamiin
@lizditz

Top Tweeters in G1:
@ligayaloyola
@lizditz
@frecklesxx20
@sar_oso
@estarianne
@yayayarndiva
@igallupd
@janniaragon
@sfdirewolf
@abc

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

Top Tweeters in G3:
@myglobalpac
@drugmonkeyblog
@conjja
@unsnuk
@avildsen
@ti_enjoli
@shell_loyd
@hoskas
@grhluna24
@tiredinor4now

Top Tweeters in G4:
@patta47cake
@blackphysicists
@nofascistlies
@rolandsmartin
@mjohnso27
@tam_resist
@walkerdl
@jeffjsays
@josjosmar59
@docfreeride

Top Tweeters in G5:
@n7irl
@sydnets
@whysharksmatter
@leafwarbler
@anonymiss8
@amcell
@kbleecaster
@e_vanevery
@eswillwalker
@adymitruk

Top Tweeters in G6:
@vernapolitics
@themuslimhippie
@linluv5
@shawtiirock
@cheezymac_
@tomvarghesejr
@nerdyhussle
@dancing_mal
@donaldverger
@corochin61

Top Tweeters in G7:
@raulpacheco
@lingtunechi
@astoldby_shy
@gl0ssycha
@wunpini_fm
@roshaundadgreen
@jkhoey
@andrealearned
@connectyard
@iserve2050

Top Tweeters in G8:
@fatal116
@sallymoen2
@academicchatter
@i_am_thechange
@laban9898
@maryjobateman
@joe_fru
@thegayagenda69
@o_guest
@beccalamjig

Top Tweeters in G9:
@blerdmommy
@ghostcatbce
@wfkars
@maimah
@hotstuff_bea
@amr_jal
@schneiderleonid
@kickbraintumors
@suzyq8825
@nirmalaheriza

Top Tweeters in G10:
@geewhizpat
@ibechichi_
@ricardofdiogo
@amltaylor66
@sarah_devorah
@eddiefrancis
@sunny01988793
@clairebrooks
@yorklawlondon
@e__news