#BlackInTheIvory, Twitter, 8/9/2020 8:50:08 AM, 232210


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#BlackInTheIvory_2020-08-09_00-14-25.xlsx
#BlackInTheIvory_2020-08-09_00-14-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 09, 2020
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/2F7YXwj
@doritmi
@trishgreenhalgh
@blackintheivory
@shakespearelovr
@smileitsjoy
@ammahstarr
@natureecoevo
@drcaberry
@cschell_canids
@heatherdsnell

Top hashtags:
#blackintheivory
#wakandaforever
#blackinstem

Description:
Description
The graph represents a network of 7,658 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 Sunday, 09 August 2020 at 07:22 UTC.

The requested start date was Sunday, 09 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, 22-minute period from Friday, 10 July 2020 at 00:26 UTC to Saturday, 08 August 2020 at 23:48 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 : 7658
Unique Edges : 4967
Edges With Duplicates : 18036
Total Edges : 23003
Number of Edge Types : 5
Retweet : 8390
MentionsInRetweet : 11861
Mentions : 1493
Tweet : 995
Replies to : 264
Self-Loops : 1037
Reciprocated Vertex Pair Ratio : 0.018441790559753
Reciprocated Edge Ratio : 0.036215698787492
Connected Components : 358
Single-Vertex Connected Components : 156
Maximum Vertices in a Connected Component : 6751
Maximum Edges in a Connected Component : 21635
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.09425
Graph Density : 0.000213788812194066
Modularity : 0.463643
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,658 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 Sunday, 09 August 2020 at 07:22 UTC.

The requested start date was Sunday, 09 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, 22-minute period from Friday, 10 July 2020 at 00:26 UTC to Saturday, 08 August 2020 at 23:48 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/
[35] 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/
[22] https://www.youtube.com/channel/UCm37SR135GQG9FyK8dcLGTg
[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
[11] https://www.asbmb.org/asbmb-today/opinions/072420/being-black-in-the-ivory-tower

Top URLs in Tweet in G1:
[12] https://twitter.com/smileitsjoy/status/1291437626420006913
[10] https://blackcomputeher.org/citeher-bibliography/
[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
[5] https://twitter.com/meganranney/status/1283771898225135616
[5] https://twitter.com/smileitsjoy/status/1291806949391179790
[5] https://docs.google.com/forms/d/e/1FAIpQLSfk2JRKtXIDRtOpw2jSfA8F3N7Uow-dBFou_n3Rg-LMTndsNQ/viewform?usp=send_form
[4] https://twitter.com/BlackInNeuro/status/1291426551767105536
[3] https://www.stitcher.com/s/?fid=503653

Top URLs in Tweet in G2:
[3] https://enildaromero.com/2020/07/26/the-hashtag-blackintheivory/
[2] https://twitter.com/ashtonpittman/status/1290862608615186437
[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://colum.qualtrics.com/jfe/form/SV_6ldOYHp9ATTUIVD
[1] https://hechingerreport.org/opinion-when-institutions-fail-black-women-in-academia/

Top URLs in Tweet in G3:
[3] https://blackcomputeher.org/citeher-bibliography/
[2] https://www.nejm.org/doi/full/10.1056/NEJMp2021072?cookieSet=1
[2] http://www.scicommcon.org/registration/
[1] https://twitter.com/academics4bsw/status/1289953502865657857?s=21
[1] https://twitter.com/academics4bsw/status/1289953502865657857
[1] https://twitter.com/dglaucomflecken/status/1291816382959480833
[1] https://twitter.com/patchtestyu/status/1287352933777133568
[1] https://twitter.com/choo_ek/status/1291810625161588737
[1] https://twitter.com/statnews/status/1281181427749568513
[1] https://twitter.com/shaineNeuro/status/1288076239174066177

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

[31] https://blackinengineering.org/
[21] https://www.youtube.com/channel/UCm37SR135GQG9FyK8dcLGTg
[20] https://www.moles.washington.edu/news-events/special-event-experiences-of-black-stem-in-the-ivory/
[8] https://www.sciencenews.org/article/covid-19-coronavirus-vaccine-trial-volunteer-sophia-upshaw
[7] https://blackcomputeher.org/citeher-bibliography/
[5] https://www.facebook.com/verysmartbrothas
[4] https://blackinengineering.org/action-item-list/
[4] https://twitter.com/methanoJen/status/1283074278070652928
[2] https://www.google.com/sorry/index?continue=https://youtube.com/watch%3Fv%3DBe3NCsBsl-I%26feature%3Dyoutu.be&q=EgS4SO-bGKTHvvkFIhkA8aeDS8YqFfV6l6cpGxOePh2WsFUtrHkCMgFy

Top URLs in Tweet in G5:
[3] https://blackcomputeher.org/citeher-bibliography/
[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://twitter.com/nomadj1s/status/1286760507890970624
[1] https://asm.org/Articles/2020/July/COVID-19-and-the-Black-Lives-Matter-Movement-Manag#.XwiibqeB4TA.twitter
[1] https://twitter.com/sciencewithtyus/status/1291579375897346048
[1] https://twitter.com/BlackInNeuro/status/1291426551767105536
[1] https://blackinengineering.org/
[1] https://www.eventbrite.com/e/lsu-science-cafe-race-and-the-pandemic-tickets-113161298490?aff=Facebook
[1] https://twitter.com/lsuresearch/status/1285213874044583939

Top URLs in Tweet in G6:
[13] https://www.psychologytoday.com/us/blog/culturally-speaking/202007/racism-in-academic-publishing
[5] https://www.nytimes.com/2020/08/05/us/schools-reopening-private-public.html?smid=li-share
[4] https://blackcomputeher.org/citeher-bibliography/
[2] 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://www.blackinneuro.com/profiles/mark-mikkelsen
[1] https://twitter.com/thethinkingmag/status/1292163459745021952
[1] https://docs.google.com/forms/d/e/1FAIpQLSes0cnfDDY46p-xJ8Fne5a1ttpuvjdtw13RmRge5CKQOBBwDg/viewform
[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

Top URLs in Tweet in G7:
[1] https://twitter.com/AAPolicyForum/status/1281404212249755648
[1] 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

Top URLs in Tweet in G8:
[278] https://blackcomputeher.org/citeher-bibliography/
[2] https://twitter.com/DrShardeDavis/status/1283914220929613825
[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/quincykbrown/status/1283751941915529218
[1] http://citeher.org?utm_campaign=BLM%20Halp%20Ticket&utm_content=135376985&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://open.spotify.com/episode/5wiw1WnbDdCyTc30ZASHqF?si=sJU9IGWmQda9Lx7wLIPq5Q

Top URLs in Tweet in G9:
[4] http://theprofessorisin.com/2020/07/15/black-in-the-ivory-blm/
[4] http://theprofessorisin.com/2020/07/16/institutions-protect-racists-blm/
[3] https://www.youtube.com/watch?v=6-6FKrxah0c&feature=youtu.be

[3] http://theprofessorisin.com/2020/07/28/psychologists-racist-blm/
[2] https://www.insidehighered.com/views/2020/07/16/black-tenure-track-faculty-members-face-challenges-looking-housing-near-their#.XxDr23WwKEo.twitter
[1] http://yalewff.slack.com/
[1] https://wff.yale.edu/news/wff-launches-new-slack-site-faculty
[1] https://www.washingtonpost.com/graphics/2020/local/history/suffrage-racism-black-deltas-parade-washington/?tid=ss_tw
[1] https://www.technologyreview.com/2020/07/24/1005602/ai-hiring-promises-bias-free-job-hopping-prediction/
[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

Top URLs in Tweet in G10:
[2] https://diverseeducation.com/article/185381/#.Xx4qorNWnP0.twitter
[2] https://twitter.com/ikranomy/status/1291188828649041921
[1] https://twitter.com/cavalierdaily/status/1288632681320845317
[1] https://twitter.com/ABCNewsLive/status/1273797893917458433
[1] https://catapult.co/stories/taylor-harris-on-police-violence-racism-church-parenting-black-kids
[1] http://www.fullerton.edu/rebound/
[1] https://www.tandfonline.com/eprint/DHPUCV3Q24EMCY7TTGPK/full?target=10.1080%2F13613324.2020.1798916&cookieSet=1
[1] https://twitter.com/monicalmercado/status/1284335378195939328
[1] https://blackcomputeher.org/citeher-bibliography/
[1] https://twitter.com/occsciencebae/status/1286347756274155520

Top Domains
Top Domains in Tweet in Entire Graph:
[566] twitter.com
[314] blackcomputeher.org
[86] youtube.com
[44] google.com
[38] nature.com
[37] blackinengineering.org
[30] forms.gle
[29] washington.edu
[23] diverseeducation.com
[21] theprofessorisin.com

Top Domains in Tweet in G1:
[132] twitter.com
[20] diverseeducation.com
[10] blackcomputeher.org
[8] hechingerreport.org
[8] google.com
[5] medium.com
[4] nature.com
[4] unl.edu
[3] stitcher.com
[3] theconversation.com

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

Top Domains in Tweet in G3:
[44] twitter.com
[4] nejm.org
[3] blackcomputeher.org
[2] anchor.fm
[2] gofundme.com
[2] medium.com
[2] theguardian.com
[2] scicommcon.org
[1] elsevierhealth.com
[1] springer.com

Top Domains in Tweet in G4:
[65] youtube.com
[63] twitter.com
[35] blackinengineering.org
[20] washington.edu
[11] google.com
[8] sciencenews.org
[7] blackcomputeher.org
[7] facebook.com
[3] nature.com
[2] medium.com

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

Top Domains in Tweet in G6:
[21] twitter.com
[14] psychologytoday.com
[5] blackinneuro.com
[5] nytimes.com
[4] blackcomputeher.org
[2] google.com
[2] nature.com
[2] washington.edu
[2] youtube.com
[1] tiktok.com

Top Domains in Tweet in G7:
[6] twitter.com

Top Domains in Tweet in G8:
[278] blackcomputeher.org
[4] twitter.com
[1] nature.com
[1] citeher.org
[1] spotify.com

Top Domains in Tweet in G9:
[19] theprofessorisin.com
[11] twitter.com
[3] youtube.com
[2] washingtonpost.com
[2] insidehighered.com
[2] nature.com
[1] slack.com
[1] yale.edu
[1] technologyreview.com
[1] change.org

Top Domains in Tweet in G10:
[8] twitter.com
[2] diverseeducation.com
[1] catapult.co
[1] fullerton.edu
[1] tandfonline.com
[1] blackcomputeher.org
[1] thegrio.com
[1] instagram.com
[1] vimeo.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3598] blackintheivory
[440] wakandaforever
[344] blackinstem
[226] academictwitter
[226] blacklivesmatter
[206] blackandstem
[147] amplifyblackstem
[131] blackinneuro
[129] academicchatter
[103] academics4blacklives



Top Hashtags in Tweet in G1:
[1127] blackintheivory
[83] academics4blacklives
[62] becauseofjoy
[47] academictwitter
[43] blackinneuro
[41] blackinstem
[34] academicchatter
[25] blackandstem
[24] womeninstem
[22] citeasista

Top Hashtags in Tweet in G2:
[32] blackintheivory
[4] olemiss
[3] academics
[2] blackmentalhealthmatters
[1] racist
[1] nsgy
[1] professionalism
[1] disparity
[1] medbikini

Top Hashtags in Tweet in G3:
[298] blackintheivory
[35] medtwitter
[29] blackmedtwitter
[28] blacklivesmatter
[15] academictwitter
[15] blackinneuro
[15] blackinstem
[12] academicchatter
[11] blackwomeninmedicine
[9] minoritiesinmedicine

Top Hashtags in Tweet in G4:
[414] blackintheivory
[140] amplifyblackstem
[119] blackandstem
[90] blackinstem
[71] noiresteminist
[49] blackengineeringfacultyspeak
[43] blackinengineering
[25] experiencesofblackstem
[20] blackafinstem
[18] academictwitter

Top Hashtags in Tweet in G5:
[418] wakandaforever
[75] blackexcellence
[72] eeb
[30] blackintheivory
[29] blacklivesmatter
[26] covid__19
[26] pandemic
[7] blackinstem
[3] blackafinstem
[3] blackinneurorollcall

Top Hashtags in Tweet in G6:
[159] blackintheivory
[54] blackinstem
[33] blackinneuro
[26] blackinneurorollcall
[24] scipol
[23] blackandstem
[18] blacklivesmatter
[14] womeninstem
[14] blackinneuroweek
[13] blackafinstem

Top Hashtags in Tweet in G7:
[22] blackintheivory
[2] strike4blacklives
[1] medstudenttwitter
[1] tokenism
[1] blackmedtwitter
[1] blackinneuro
[1] structuralracism
[1] covid19
[1] blackinneurorollcall
[1] blackinstem

Top Hashtags in Tweet in G8:
[24] blackintheivory
[5] citeher
[5] blackinstem
[4] blacktechtwitter
[2] phdchat
[1] deptchairlife
[1] racism
[1] hsr
[1] academics4blacklives
[1] womenintech

Top Hashtags in Tweet in G9:
[148] blackintheivory
[59] academictwitter
[25] blm
[24] academicchatter
[15] blackivystories
[10] blackandstem
[10] bame
[8] medtwitter
[7] intersectional
[7] blackmedtwitter

Top Hashtags in Tweet in G10:
[33] blackintheivory
[11] shear2020
[5] beingblackandmuslim
[3] antiracistsc
[2] tenureforpaul
[2] uvablkalumni
[2] counselored
[2] scchat
[2] academictwitter
[2] blacklivesmatter

Top Words
Top Words in Tweet in Entire Graph:
[3593] #blackintheivory
[3337] black
[1153] racism
[993] against
[943] time
[933] trishgreenhalgh
[832] academics
[781] share
[725] academic
[706] make

Top Words in Tweet in G1:
[1124] #blackintheivory
[536] black
[534] smileitsjoy
[237] drshardedavis
[203] co
[158] being
[145] people
[142] founder
[141] considered
[130] academia

Top Words in Tweet in G2:
[868] trishgreenhalgh
[865] against
[566] academic
[563] racism
[560] academics
[557] time
[556] make
[556] stand
[556] publishing
[556] 'poverty

Top Words in Tweet in G3:
[298] #blackintheivory
[244] black
[116] white
[107] being
[106] racism
[102] time
[81] today
[70] physician
[65] first
[62] world

Top Words in Tweet in G4:
[414] #blackintheivory
[306] black
[194] experiences
[171] drcaberry
[170] share
[159] faculty
[153] engineering
[141] please
[140] #amplifyblackstem
[130] thepurplepage

Top Words in Tweet in G5:
[492] natureecoevo
[490] promoting
[473] black
[424] share
[422] paper
[419] excited
[418] #wakandaforever
[418] excellence
[418] combating
[418] systemic

Top Words in Tweet in G6:
[282] black
[205] find
[182] heatherdsnell
[174] panelist
[172] anyone
[172] oh
[172] neuroscience
[172] longer
[171] well
[171] quality

Top Words in Tweet in G7:
[280] job
[279] made
[279] program
[279] titles
[278] degrees
[278] harvard
[278] walk
[278] manager
[278] boss
[278] tells

Top Words in Tweet in G8:
[288] black
[279] women
[279] blackcomputeher
[277] bibliography
[277] papers
[277] computing
[276] quincykbrown
[275] proud
[275] introduce
[274] #cite

Top Words in Tweet in G9:
[205] black
[148] #blackintheivory
[126] uk
[89] nkasistoll
[80] academicchatter
[73] research
[72] academics
[64] looking
[60] anyone
[59] doing

Top Words in Tweet in G10:
[176] tenure
[175] paulharris917
[151] letter
[151] provost
[151] saying
[151] supports
[151] dean's
[151] re
[151] evaluation
[151] favor

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:
[140] co,founder
[105] smileitsjoy,drshardedavis
[77] lot,#blackintheivory
[76] latest,naturehumbehav
[76] naturehumbehav,academia
[76] academia,owes
[76] owes,smileitsjoy
[76] drshardedavis,lot
[76] #blackintheivory,response
[76] response,saw

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

Top Word Pairs in Tweet in G3:
[47] today,yelled
[47] yelled,white
[47] white,male
[47] male,physician
[47] physician,shouldn
[47] shouldn,big
[47] big,deal
[47] deal,first
[47] first,time
[47] time,won

Top Word Pairs in Tweet in G4:
[156] experiences,black
[141] black,engineering
[137] engineering,faculty
[126] share,experiences
[112] please,help
[112] help,#amplifyblackstem
[107] #amplifyblackstem,share
[100] another,aspect
[100] aspect,#blackintheivory
[100] #blackintheivory,plays

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

Top Word Pairs in Tweet in G6:
[171] anyone,oh
[171] oh,well
[171] well,find
[171] find,quality
[171] quality,black
[171] black,applicants
[171] applicants,panelist
[171] panelist,whatever
[171] whatever,neuroscience
[171] neuroscience,longer

Top Word Pairs in Tweet in G7:
[278] degrees,harvard
[278] harvard,walk
[278] walk,job
[278] job,made
[278] made,program
[278] program,manager
[278] manager,boss
[278] boss,tells
[278] tells,titles
[277] ammahstarr,degrees

Top Word Pairs in Tweet in G8:
[278] black,women
[277] bibliography,papers
[277] papers,black
[277] women,computing
[277] computing,blackcomputeher
[275] proud,introduce
[275] introduce,bibliography
[274] quincykbrown,proud
[274] blackcomputeher,#cite
[6] call,over

Top Word Pairs in Tweet in G9:
[56] hi,academicchatter
[56] academicchatter,uk
[56] uk,academics
[56] academics,looking
[56] looking,connect
[56] connect,anyone
[56] anyone,doing
[56] doing,research
[56] research,uk
[56] uk,black

Top Word Pairs in Tweet in G10:
[151] letter,provost
[151] provost,saying
[151] saying,supports
[151] supports,dean's
[151] dean's,re
[151] re,evaluation
[151] evaluation,favor
[151] favor,tenure
[150] paulharris917,letter
[22] excited,see

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

Top Replied-To in G1:
@smileitsjoy
@uconnresearch
@minoritystem
@drshardedavis
@blackintheivory
@drbritwilliams
@filipehutchens
@thehenman_12
@katerintree
@kpsparks15

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

Top Replied-To in G3:
@smileitsjoy
@dr_ameagher
@mahad_minhas
@ibjiyongi
@ezialibo
@jruck_psych
@drdvega
@dr_whiteowt
@asher__williams
@shaineneuro

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

Top Replied-To in G5:
@ayannapressley

Top Replied-To in G6:
@blackinneuro
@getneuro
@kbzo_

Top Replied-To in G7:
@ninezponce
@docmosho
@themorgantrail

Top Replied-To in G8:
@nadegecompaore

Top Replied-To in G9:
@drashleycureton
@blackintheivory
@franciediep
@ashleyabrmsn
@drkeriwong
@assessmentisfun
@positivprogramr
@christybraham
@darthscience
@pawprinceton

Top Replied-To in G10:
@paulharris917
@franrbell
@professorisin

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

Top Mentioned in G1:
@smileitsjoy
@drshardedavis
@myalroberson
@naturehumbehav
@brilliantblkgrl
@academics4bsw
@blackinneuro
@drbritwilliams
@blackintheivory
@dellavmosley

Top Mentioned in G2:
@trishgreenhalgh
@prestonigwe
@fourteenhearts
@divdececon
@drcargle
@thepurplepage
@drleslieappiah
@eromerohall
@usnehal
@c_flurey

Top Mentioned in G3:
@felicityenders
@chasetmanderson
@drbrittanij
@seagaynus
@jruck_psych
@angeljonesphd
@drkerrymitchell
@nejm
@anonymousivory
@arguedbymclewis

Top Mentioned in G4:
@drcaberry
@thepurplepage
@drplattlab
@drmonicacox
@drjasonjohnson
@deepseadawn
@drsimonedouglas
@advancegeo
@berondam
@aaas

Top Mentioned in G5:
@natureecoevo
@cschell_canids
@cylitaguy
@asmicrobiology
@leafwarbler
@bowenlab1
@davidstampsii
@joetalkstimber
@smileitsjoy
@operation1stem

Top Mentioned in G6:
@heatherdsnell
@blackinneuro
@jomicah24
@drmonnica
@blacki
@chanelmatney
@thebourneimmuno
@khadijadeniece
@drwint_signalin
@shaineneuro

Top Mentioned in G7:
@ammahstarr
@trishgreenhalgh
@felicityenders
@pedsmd2b
@janeemurray13
@sherilynnblack
@dukeuniversity1
@jacrjournal
@angeljonesphd
@docmosho

Top Mentioned in G8:
@blackcomputeher
@quincykbrown
@drsimpsonhsr
@drmonicacox
@ammahstarr
@thepurplepage
@smileitsjoy
@essenbi
@nadegecompaore
@jeremywaisome

Top Mentioned in G9:
@nkasistoll
@academicchatter
@professorisin
@_enginoire
@ukri_news
@drarunverma
@jaboalake
@nancytaughtyou
@_drnicole
@eramugondo

Top Mentioned in G10:
@paulharris917
@wilson_okello
@profgabrielle
@crystallynnweb
@ucsd_arc
@be
@drsuad
@tinymuslimah
@sapelosquare
@thepurplepage

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

Top Tweeters in G1:
@ligayaloyola
@yayayarndiva
@moniselseward
@igallupd
@_deardiaryyy
@pkanagaratnam
@4evrstardancer
@shonatiger
@mofochronicles
@learnteachwin

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

Top Tweeters in G3:
@lizditz
@washingtonpost
@sallymoen2
@blerdmommy
@sistercrow
@_itzdutchess
@mdaware
@colinandjo1
@kausikdatta22
@drjengunter

Top Tweeters in G4:
@jdjongumzidenga
@patta47cake
@nofascistlies
@rolandsmartin
@mjohnso27
@tam_resist
@walkerdl
@jeffjsays
@josjosmar59
@ti_enjoli

Top Tweeters in G5:
@n7irl
@sydnets
@whysharksmatter
@leafwarbler
@anonymiss8
@amcell
@mtanichthys
@kbleecaster
@dawnbazely
@am_anatiala

Top Tweeters in G6:
@nytimes
@myglobalpac
@conjja
@drturpin
@avildsen
@grhluna24
@tiredinor4now
@hyhutriangle
@realscientists
@sql_handle

Top Tweeters in G7:
@vernapolitics
@themuslimhippie
@shawtiirock
@cheezymac_
@tomvarghesejr
@nerdyhussle
@dancing_mal
@donaldverger
@corochin61
@kittytrill

Top Tweeters in G8:
@raulpacheco
@avocalistsrival
@nebula63
@lingtunechi
@astoldby_shy
@gl0ssycha
@wunpini_fm
@roshaundadgreen
@alwaystheself
@tokiwana

Top Tweeters in G9:
@gradyslady
@fatal116
@academicchatter
@hoskas
@susansternberg
@maryjobateman
@drpetra
@joe_fru
@o_guest
@ernestakor

Top Tweeters in G10:
@estarianne
@janniaragon
@abc
@drugmonkeyblog
@letmicahdown
@libyaliberty
@schenhayes
@angieptaylor
@sophiarahming1
@clancynewyork


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