#BlackInTheIvory, Twitter, 9/15/2021 3:05:10 PM, 262101


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#BlackInTheIvory_2021-09-15_00-16-01.xlsx
#BlackInTheIvory_2021-09-15_00-16-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 15, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3lqkEJw
@do_kinder
@braincures
@b0tsci
@drfuraha_asani
@ukri_news
@professorisin
@blackintheivory
@academicchatter
@drshardedavis
@thesocscientist

Top hashtags:
#blackintheivory
#blackinstem
#academictwitter
#academicchatter

Description:
Description
The graph represents a network of 607 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, 15 September 2021 at 07:16 UTC.

The requested start date was Wednesday, 15 September 2021 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 28-day, 22-hour, 42-minute period from Monday, 16 August 2021 at 13:52 UTC to Tuesday, 14 September 2021 at 12:35 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 : 607
Unique Edges : 427
Edges With Duplicates : 1467
Total Edges : 1894
Number of Edge Types : 5
Retweet : 346
MentionsInRetweet : 1040
Tweet : 73
Mentions : 422
Replies to : 13
Self-Loops : 99
Reciprocated Vertex Pair Ratio : 0.0133010882708585
Reciprocated Edge Ratio : 0.0262529832935561
Connected Components : 50
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 390
Maximum Edges in a Connected Component : 1465
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.195478
Graph Density : 0.0022781520326662
Modularity : 0.35529
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 607 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, 15 September 2021 at 07:16 UTC.

The requested start date was Wednesday, 15 September 2021 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 28-day, 22-hour, 42-minute period from Monday, 16 August 2021 at 13:52 UTC to Tuesday, 14 September 2021 at 12:35 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:
[3] http://crosstalk.cell.com/blog/3-hanna-gray-fellows-offer-advice-for-early-career-scientists-applying-to-hhmi-programs
[3] https://amp.cnn.com/cnn/2021/08/26/opinions/the-chair-sandra-oh-netflix-protagonist-mitchell/index.html
[3] https://twitter.com/chasetmanderson/status/1428086547203588100
[2] https://redirect.viglink.com?u=https%3A%2F%2Fopen.spotify.com%2Fepisode%2F3p7uOtpWpR7PY2NYH2QHyw%3Fsi%3Da4862f86ebda4551&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[2] https://blackintheivory.net/
[2] https://www.siue.edu/news/2021/08/SIUEsLewisContributestoUpcomingBookonRacisminAmericanUniversities.shtml
[2] https://academicjobsonline.org/ajo/jobs/17171
[1] https://open.spotify.com/episode/2rE9pmSsnUbyG1tCLNOHKT?si=VKT6wZomSiCj3yFMiP5VKQ&dl_branch=1
[1] https://twitter.com/BattleCryPod/status/1437403880141189122
[1] https://theprofessorisin.com/podcast/episode-2-9-black-and-in-grad-school-interview-with-allante-whitmore/

Top URLs in Tweet in G1:
[1] https://www.researchprofessionalnews.com/rr-news-uk-research-councils-2020-12-ukri-ethnicity-data-reveals-lack-of-funded-black-academics/
[1] https://twitter.com/braincures/status/1418672333284384773
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00759-1
[1] https://www.theguardian.com/education/2020/jul/28/uks-white-female-academics-are-being-privileged-above-women-and-men-of-colour

Top URLs in Tweet in G2:
[1] https://www.theguardian.com/education/2019/jul/10/racism-in-uk-universities-is-blocking-bame-academics-from-the-top
[1] https://www.theguardian.com/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents
[1] https://twitter.com/academicchatter/status/1269684595173326848?s=21
[1] https://twitter.com/ADHD_Marie/status/1432376149703806982

Top URLs in Tweet in G4:
[1] https://www.researchprofessionalnews.com/rr-news-uk-views-of-the-uk-2020-8-knowledge-is-power-an-open-letter-to-ukri/

Top URLs in Tweet in G5:
[1] https://twitter.com/i/moments/1270675743329181696
[1] http://crosstalk.cell.com/blog/3-hanna-gray-fellows-offer-advice-for-early-career-scientists-applying-to-hhmi-programs

Top URLs in Tweet in G6:
[2] https://blackintheivory.net/
[1] https://www.imperial.ac.uk/news/227973/black-lives-matter-science-medicine/

Top URLs in Tweet in G7:
[1] https://theprofessorisin.com/podcast/episode-2-9-black-and-in-grad-school-interview-with-allante-whitmore/
[1] http://theprofessorisin.com/2020/08/21/mfa-racism-blm/
[1] https://theprofessorisin.com/2020/07/16/institutions-protect-racists-blm/
[1] http://theprofessorisin.com/2020/06/24/the-burden-of-being-the-only-one-in-the-room-blm-guest-post/
[1] http://theprofessorisin.com/2020/07/15/black-in-the-ivory-blm/
[1] https://theprofessorisin.com/2021/02/07/jessica-krug-critique/
[1] https://www.azcentral.com/story/news/local/arizona-education/2021/08/26/asu-professor-nicholas-alozie-wins-jury-verdict-against-university-retaliation/8251561002/
[1] http://theprofessorisin.com/2020/06/18/person-trauma-on-the-tenure-track-blm/

Top URLs in Tweet in G8:
[1] https://twitter.com/drwjv3phd/status/1428017706628960266
[1] https://twitter.com/tinalasisi/status/1427993354734907392
[1] https://twitter.com/KaylinGabrielle/status/1428362884958986243
[1] https://twitter.com/PepePierce/status/1428138300250918918
[1] https://twitter.com/CandiceBenbow/status/1432156588496855040
[1] https://twitter.com/janelletscott/status/1433074716999237634
[1] https://twitter.com/TiffanyCheingHo/status/1268040464722096129

Top URLs in Tweet in G9:
[2] http://crosstalk.cell.com/blog/3-hanna-gray-fellows-offer-advice-for-early-career-scientists-applying-to-hhmi-programs
[1] https://www.intersectionssciencefellows.com/

Top URLs in Tweet in G10:
[3] https://twitter.com/chasetmanderson/status/1428086547203588100
[1] https://twitter.com/BattleCryPod/status/1437403880141189122
[1] https://twitter.com/JamesSmithMD1/status/1430298047985115137
[1] https://twitter.com/ayshakhoury/status/1431591798888177665
[1] https://stfm.org/publicationsresearch/publications/podcasts/
[1] https://twitter.com/PublicHealthUMN/status/1427266522284793861
[1] https://twitter.com/tadkomacek/status/1427298249325563906

Top Domains
Top Domains in Tweet in Entire Graph:
[29] twitter.com
[7] theprofessorisin.com
[3] cell.com
[3] theguardian.com
[3] cnn.com
[2] viglink.com
[2] researchprofessionalnews.com
[2] blackintheivory.net
[2] siue.edu
[2] academicjobsonline.org

Top Domains in Tweet in G1:
[1] researchprofessionalnews.com
[1] twitter.com
[1] nature.com
[1] theguardian.com

Top Domains in Tweet in G2:
[2] theguardian.com
[2] twitter.com

Top Domains in Tweet in G4:
[1] researchprofessionalnews.com

Top Domains in Tweet in G5:
[1] twitter.com
[1] cell.com

Top Domains in Tweet in G6:
[2] blackintheivory.net
[1] ac.uk

Top Domains in Tweet in G7:
[7] theprofessorisin.com
[1] azcentral.com

Top Domains in Tweet in G8:
[7] twitter.com

Top Domains in Tweet in G9:
[2] cell.com
[1] intersectionssciencefellows.com

Top Domains in Tweet in G10:
[8] twitter.com
[1] stfm.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[234] blackintheivory
[33] blackinstem
[22] academictwitter
[20] academicchatter
[16] blackademia
[13] hbcu
[12] medtwitter
[11] phdlife
[9] kosphd
[9] blacktwitter



Top Hashtags in Tweet in G1:
[5] blackintheivory
[2] bameinstem
[2] blackinstem
[2] blacklivesmatter
[2] shutdownstem
[2] racism
[2] womeninstem
[1] researchfunding
[1] edi
[1] researchculture

Top Hashtags in Tweet in G2:
[12] blackintheivory
[6] blackinstem
[4] strike4blacklives
[4] hbcu
[3] academicchatter
[2] shutdownstem
[2] hbcustem
[2] blackinchem
[2] alphaphialpha
[2] kosphd

Top Hashtags in Tweet in G3:
[88] blackintheivory

Top Hashtags in Tweet in G4:
[3] blackintheivory
[2] strike4blacklives
[2] shutdownstem
[1] blackinacademia

Top Hashtags in Tweet in G5:
[3] blackintheivory
[1] blackinmarinescience
[1] womeninstem
[1] womeninoceanscience
[1] isfs2021
[1] biomedical
[1] lifesciences

Top Hashtags in Tweet in G6:
[4] blackintheivory
[1] blackandstem
[1] blackinchem
[1] blackinstem

Top Hashtags in Tweet in G7:
[8] blackintheivory
[5] blm
[5] academictwitter
[1] academicchatter

Top Hashtags in Tweet in G8:
[19] blackintheivory
[4] blackinstem
[3] academictwitter
[3] academicchatter
[2] highered
[1] phd
[1] phdchatter
[1] gradschool
[1] marthasvineyard
[1] blackinacademia

Top Hashtags in Tweet in G9:
[5] blackintheivory
[4] academicchatter
[4] womeninstem
[4] womeninscience
[3] academictwitter
[3] isfs2021
[3] biomedical
[3] lifesciences
[2] blackinstem
[2] blackinscience

Top Hashtags in Tweet in G10:
[11] blackintheivory
[8] medtwitter
[7] meded
[4] blackmedtwitter
[3] medstudenttwitter
[2] fmrevolution
[2] thebattlecrypodcast
[2] thebattlecrypod
[2] oursuccessisourprotest
[2] whitecoatsforblacklives

Top Words
Top Words in Tweet in Entire Graph:
[234] #blackintheivory
[87] tinalasisi
[72] braincures
[68] finding
[67] black
[64] jeremyfarrar
[63] story
[62] someone
[61] having
[61] fights

Top Words in Tweet in G1:
[21] jeremyfarrar
[19] braincures
[15] ukri_ceo
[13] michelle_cruk
[13] evidencebase_im
[13] thepeopleshubuk
[13] petejacksongmp
[13] rossthomson26
[13] suzanne_garrett
[9] universitiesuk

Top Words in Tweet in G2:
[31] braincures
[21] jeremyfarrar
[17] suzanne_garrett
[15] ukri_ceo
[14] thepeopleshubuk
[14] rossthomson26
[13] michelle_cruk
[13] evidencebase_im
[13] petejacksongmp
[12] #blackintheivory

Top Words in Tweet in G3:
[88] #blackintheivory
[85] tinalasisi
[60] having
[60] someone
[60] fights
[60] finding
[60] unicorn
[60] story
[27] stories
[27] being

Top Words in Tweet in G4:
[58] threads
[29] making
[29] upon
[29] situation
[29] exhausted
[29] still
[29] waiting
[28] drfuraha_asani
[27] ukri_new
[10] support

Top Words in Tweet in G5:
[22] braincures
[22] jeremyfarrar
[15] wellcometrust
[14] universitiesuk
[14] wb_uk
[14] whistleuk
[14] awhistleblowing
[14] universityappg
[14] appgstudents
[14] ucu

Top Words in Tweet in G6:
[14] earlier
[14] month
[14] prof_andrisse
[14] led
[14] important
[14] thought
[14] provoking
[14] conversation
[14] focused
[14] effects

Top Words in Tweet in G7:
[16] black
[15] professorisin
[12] scholars
[10] underrepresentation
[10] university
[10] campuses
[10] curriculums
[10] communicated
[9] institut
[8] #blackintheivory

Top Words in Tweet in G8:
[19] #blackintheivory
[4] #blackinstem
[4] being
[3] still
[3] #academictwitter
[3] #academicchatter
[2] year
[2] first
[2] celebrate
[2] 2021

Top Words in Tweet in G9:
[5] #blackintheivory
[4] #academicchatter
[4] #womeninstem
[4] #womeninscience
[4] thesocscientist
[3] #academictwitter
[3] applications
[3] #isfs2021
[3] due
[3] tomorrow

Top Words in Tweet in G10:
[11] #blackintheivory
[8] #medtwitter
[7] #meded
[7] latest
[7] stfm_fm
[7] podcast
[7] released
[7] finding
[7] leadership
[7] mentor

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[61] #blackintheivory,having
[61] having,someone
[61] someone,fights
[61] fights,finding
[61] finding,unicorn
[61] unicorn,story
[60] tinalasisi,#blackintheivory
[34] jeremyfarrar,michelle_cruk
[34] michelle_cruk,ukri_ceo
[34] ukri_ceo,evidencebase_im

Top Word Pairs in Tweet in G1:
[13] jeremyfarrar,michelle_cruk
[13] michelle_cruk,ukri_ceo
[13] ukri_ceo,evidencebase_im
[13] evidencebase_im,thepeopleshubuk
[13] thepeopleshubuk,petejacksongmp
[13] petejacksongmp,rossthomson26
[13] rossthomson26,suzanne_garrett
[11] braincures,jeremyfarrar
[8] universitiesuk,wb_uk
[8] wb_uk,whistleuk

Top Word Pairs in Tweet in G2:
[13] braincures,jeremyfarrar
[13] jeremyfarrar,michelle_cruk
[13] michelle_cruk,ukri_ceo
[13] ukri_ceo,evidencebase_im
[13] evidencebase_im,thepeopleshubuk
[13] thepeopleshubuk,petejacksongmp
[13] petejacksongmp,rossthomson26
[13] rossthomson26,suzanne_garrett
[7] braincures,universitiesuk
[7] universitiesuk,wb_uk

Top Word Pairs in Tweet in G3:
[60] #blackintheivory,having
[60] having,someone
[60] someone,fights
[60] fights,finding
[60] finding,unicorn
[60] unicorn,story
[59] tinalasisi,#blackintheivory
[27] stories,being
[27] being,#blackintheivory
[27] #blackintheivory,lessons

Top Word Pairs in Tweet in G4:
[29] making,threads
[29] threads,upon
[29] upon,threads
[29] threads,situation
[29] situation,exhausted
[29] exhausted,still
[29] still,waiting
[28] drfuraha_asani,making
[27] waiting,ukri_new
[8] re,collective

Top Word Pairs in Tweet in G5:
[14] braincures,universitiesuk
[14] universitiesuk,wb_uk
[14] wb_uk,whistleuk
[14] whistleuk,awhistleblowing
[14] awhistleblowing,universityappg
[14] universityappg,appgstudents
[14] appgstudents,ucu
[14] ucu,jeremyfarrar
[14] jeremyfarrar,wellcometrust
[14] wellcometrust,ukri_ce

Top Word Pairs in Tweet in G6:
[14] earlier,month
[14] month,prof_andrisse
[14] prof_andrisse,led
[14] led,important
[14] important,thought
[14] thought,provoking
[14] provoking,conversation
[14] conversation,focused
[14] focused,effects
[14] effects,racism

Top Word Pairs in Tweet in G7:
[10] underrepresentation,black
[10] black,scholars
[10] scholars,university
[10] university,campuses
[10] campuses,curriculums
[10] curriculums,communicated
[9] professorisin,underrepresentation
[9] communicated,institut
[4] #blm,guest
[3] white,supremacy

Top Word Pairs in Tweet in G8:
[2] #blackinstem,#blackintheivory

Top Word Pairs in Tweet in G9:
[3] #academictwitter,#academicchatter
[3] applications,#isfs2021
[3] #isfs2021,due
[3] due,tomorrow
[3] tomorrow,looking
[3] looking,postdocs
[3] postdocs,#biomedical
[3] #biomedical,#lifesciences
[2] hanna,gray
[2] gray,fellows

Top Word Pairs in Tweet in G10:
[7] latest,stfm_fm
[7] stfm_fm,podcast
[7] podcast,released
[7] released,finding
[7] finding,leadership
[7] leadership,mentor
[7] mentor,recorded
[7] recorded,before
[7] before,move
[6] reneecrichlowmd,latest

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tinalasisi
@braincures
@jeremyfarrar
@ukri_ceo
@suzanne_garrett
@thepeopleshubuk
@rossthomson26
@michelle_cruk
@evidencebase_im
@petejacksongmp

Top Mentioned in G1:
@braincures
@jeremyfarrar
@ukri_ceo
@michelle_cruk
@evidencebase_im
@thepeopleshubuk
@petejacksongmp
@rossthomson26
@suzanne_garrett
@m

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

Top Mentioned in G3:
@tinalasisi

Top Mentioned in G4:
@drfuraha_asani
@acrc_uk
@ukri_news
@entopoc

Top Mentioned in G5:
@braincures
@jeremyfarrar
@wellcometrust
@universitiesuk
@wb_uk
@whistleuk
@awhistleblowing
@universityappg
@appgstudents
@ucu

Top Mentioned in G6:
@prof_andrisse
@imperialmdr
@usnccryst
@biophyskrys
@phdgprotein86
@blackintheivory
@imperialasone
@imperialmed
@imperialcollege

Top Mentioned in G7:
@professorisin
@i_chasemoore
@blkingradschool
@drshardedavis
@smileitsjoy
@mariuskothor
@academicchatter
@asu
@alisteinbach
@azcentral

Top Mentioned in G9:
@thesocscientist
@blackafinstem
@hhminews
@channyskye
@djuanfarmer1
@cellsignal
@blackinneuro
@blackintheivory
@blackandstem
@blackwomenstem

Top Mentioned in G10:
@stfm_fm
@reneecrichlowmd
@ramlakasozimd
@battlecrypod
@mariauloko
@lmsa_national

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@independent
@rosenchild
@guardian
@profsunnysingh
@googleexpertuk
@marting8177
@jfsebastian146
@cathleenkucz
@womencodersbot

Top Tweeters in G1:
@independent
@rosenchild
@guardian
@googleexpertuk
@marting8177
@bbcnews
@nicochan33
@drumeshprabhu
@tristramwyatt
@laserhaas01

Top Tweeters in G2:
@doctorow
@carlark3
@chabis_ch
@hrw
@proftimnoakes
@housingfirstuk
@b0tsci
@ibjiyongi
@robby42394165
@seis_matters

Top Tweeters in G3:
@cathleenkucz
@iamtricia118
@ooni_of_lagos
@needle_of_arya
@sabrib02022545
@koulawell
@sarcasmnchief
@cherrycok3
@2kay2kay
@healthcomm100

Top Tweeters in G4:
@profsunnysingh
@dorothyk98
@zaranosaur
@dontsmileattee
@riteshwriter
@hps_vanessa
@bboportal
@samiranadkarni
@katecmorrison
@archaeologyfitz

Top Tweeters in G5:
@femtech_
@jfsebastian146
@botfemale
@rossthomson26
@amitochondrio
@scicommbot
@jcblackstallion
@womeninstemsa
@thepeopleshubuk
@jeremyfarrar

Top Tweeters in G6:
@conjja
@nancychadbourne
@canageek
@scieducation1
@philippefroguel
@shakespearelovr
@jonitaldavis
@michellekalehz1
@imperialcollege
@robbiediaz_

Top Tweeters in G7:
@azcentral
@academicchatter
@daviddark
@rufuspolk
@smileitsjoy
@charles97564117
@keishablain
@1strongblack1
@drcompton
@myhnn

Top Tweeters in G8:
@julipeno
@drwjv3phd
@risunshine
@airealejoi
@quarkchocho
@heymsnailah
@aebrennen
@darthscience
@paulharris917
@gabrielaedmedia

Top Tweeters in G9:
@womencodersbot
@in_stemm
@cellpressnews
@blackandstem
@hhminews
@blackwomenstem
@blackinneuro
@cellsignal
@stemadvocacy
@blackafinstem

Top Tweeters in G10:
@mededbot
@medstudent_bot
@reneecrichlowmd
@stfm_fm
@mnfamilydocs
@codmanhealth
@lmsa_national
@ramlakasozimd
@drsaradawit
@kmgee9