#BlackInTheIvory, Twitter, 11/10/2021 8:28:53 AM, 266010


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#BlackInTheIvory_2021-11-10_00-16-01.xlsx
#BlackInTheIvory_2021-11-10_00-16-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 10, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3wvx5c6
@braincures
@blackintheivory
@gemnetworkuon
@do_kinder
@b0tsci
@teamedefi
@uninhantsnews
@drshardedavis
@drnicolecb
@deanoffast

Top hashtags:
#blackintheivory
#academictwitter
#antiracistsc
#blackinstem
#womeninstem

Description:
Description
The graph represents a network of 454 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, 10 November 2021 at 08:16 UTC.

The requested start date was Wednesday, 10 November 2021 at 01:01 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 27-day, 10-hour, 37-minute period from Tuesday, 12 October 2021 at 08:14 UTC to Monday, 08 November 2021 at 18:51 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 : 454
Unique Edges : 383
Edges With Duplicates : 916
Total Edges : 1299
Number of Edge Types : 5
Retweet : 219
MentionsInRetweet : 626
Tweet : 54
Mentions : 392
Replies to : 8
Self-Loops : 71
Reciprocated Vertex Pair Ratio : 0.0299684542586751
Reciprocated Edge Ratio : 0.0581929555895865
Connected Components : 41
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 280
Maximum Edges in a Connected Component : 977
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.900642
Graph Density : 0.00317511256333207
Modularity : 0.407204
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 454 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, 10 November 2021 at 08:16 UTC.

The requested start date was Wednesday, 10 November 2021 at 01:01 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 27-day, 10-hour, 37-minute period from Tuesday, 12 October 2021 at 08:14 UTC to Monday, 08 November 2021 at 18:51 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] https://sheridanlawfirm.com/2021-rampant-race-discrimination-at-university-of-washington-tacoma-campus-exposed-in-tenure-denial-discrimination-lawsuit-by-black-american-professor-gillian-marshall/
[3] https://www.eventbrite.co.uk/e/black-in-the-ivory-ii-blackintheivory-tickets-175760162377
[3] https://www.eventbrite.co.uk/e/black-in-the-ivory-ii-blackintheivory-tickets-175760162377?aff=estw&utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-source=tw&utm-term=checkoutwidget
[2] https://www.blackengineeringphd.org/post/fear-fuel-and-fire-black-stem-doctoral-students-career-decisions-during-the-trump-presidency
[2] https://www.blackengineeringphd.org/post/racial-solidarity
[1] https://twitter.com/academicchatter/status/1269684595173326848?s=21
[1] https://www.theguardian.com/education/2020/jul/28/uks-white-female-academics-are-being-privileged-above-women-and-men-of-colour
[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://twitter.com/wellcometrust/status/1298239271200002049
[1] https://www.researchprofessionalnews.com/rr-news-uk-research-councils-2020-12-ukri-ethnicity-data-reveals-lack-of-funded-black-academics/

Top URLs in Tweet in G1:
[1] https://twitter.com/BRAINCURES/status/1418672333284384773
[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/wellcometrust/status/1298239271200002049
[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://twitter.com/academicchatter/status/1269684595173326848?s=21

Top URLs in Tweet in G3:
[3] https://www.eventbrite.co.uk/e/black-in-the-ivory-ii-blackintheivory-tickets-175760162377
[1] https://www.bbc.co.uk/sounds/play/p09xglzx
[1] https://www.northampton.ac.uk/news/black-in-the-ivory-conference-celebrated-staff-and-members-of-the-community/
[1] https://twitter.com/ChronandEcho/status/1449268875800023043
[1] https://twitter.com/ShomariLW/status/1447810909968162820
[1] https://twitter.com/WestNorthants/status/1447849704033816576

Top URLs in Tweet in G4:
[1] https://twitter.com/MelissaUpton7/status/1457781801926029322

Top URLs in Tweet in G5:
[1] https://biodiversity.ubc.ca/ibios

Top URLs in Tweet in G7:
[1] https://twitter.com/keneshiagrant/status/1448077445505167366
[1] https://twitter.com/NAACP/status/1448299827352293376
[1] https://www.statnews.com/2021/09/23/health-equity-tourists-white-scholars-colonizing-health-disparities-research/
[1] https://www.chronicle.com/article/5-dirty-tricks-common-in-campus-administration/
[1] https://twitter.com/iamn0tthe1/status/1453544707104165895

Top URLs in Tweet in G8:
[2] https://www.blackengineeringphd.org/post/fear-fuel-and-fire-black-stem-doctoral-students-career-decisions-during-the-trump-presidency
[2] https://www.blackengineeringphd.org/post/racial-solidarity

Top URLs in Tweet in G9:
[3] https://sheridanlawfirm.com/2021-rampant-race-discrimination-at-university-of-washington-tacoma-campus-exposed-in-tenure-denial-discrimination-lawsuit-by-black-american-professor-gillian-marshall/
[1] https://twitter.com/ascatweets/status/1452622259282227200

Top URLs in Tweet in G10:
[1] http://theprofessorisin.com/2020/06/17/5-anti-racist-practices-white-scholars-can-adopt-today-blm-guest-post/
[1] https://theprofessorisin.com/2018/08/12/always-have-a-side-hustle-and-other-lessons-i-learned-from-academia-guest-post/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[145] blackintheivory
[14] academictwitter
[9] antiracistsc
[8] blackinstem
[7] womeninstem
[7] blackhistorymonth
[6] academicchatter
[6] racism
[5] blackandstem
[5] phdvoice



Top Hashtags in Tweet in G1:
[6] blackintheivory
[3] blacklivesmatter
[3] racism
[3] womeninstem
[2] researchculture
[2] reimagineresearch
[2] racisminstem
[2] shutdownstem
[2] bameinstem
[2] blackinstem

Top Hashtags in Tweet in G2:
[4] blackintheivory
[2] hbcus
[2] nativescience
[2] lgbtandstem
[2] asianinstem
[2] womeninstem
[2] stemdiversity
[2] blackinchem
[1] blackinneuro
[1] keepthefaith

Top Hashtags in Tweet in G3:
[40] blackintheivory
[2] blackhistorymonthuk
[2] uongem
[1] blackhistorymonth
[1] uon
[1] proudtobe
[1] speakingyourtruth
[1] intersectionality

Top Hashtags in Tweet in G4:
[6] blackintheivory
[1] whatadoctorlookslike
[1] diversityandinclusion
[1] teambwmc

Top Hashtags in Tweet in G5:
[1] blackintheivory
[1] bipocinstem
[1] indigenousinstem
[1] latinxinstem

Top Hashtags in Tweet in G6:
[7] academictwitter
[6] blackintheivory
[5] phdvoice
[4] phd
[4] phdstudent
[2] phdlife
[2] lgbtqstem
[1] highered
[1] phdchat
[1] citeblack

Top Hashtags in Tweet in G7:
[14] blackintheivory
[2] racism
[2] obgynmatch2022
[1] temple
[1] templeuniversity
[1] templeowls
[1] cherryandwhite
[1] cherryon
[1] asstproflife
[1] blackwomenphds

Top Hashtags in Tweet in G8:
[4] blackintheivory
[4] blackinstem
[2] blackstemmers
[2] racialsolidarity
[1] stem
[1] hbcus
[1] stemequity
[1] letsmakechange

Top Hashtags in Tweet in G9:
[12] blackintheivory
[9] antiracistsc
[4] scchat
[1] nsca2021
[1] stereotypethreat

Top Hashtags in Tweet in G10:
[3] academictwitter
[3] blackintheivory
[2] blm
[1] academicchatter

Top Words
Top Words in Tweet in Entire Graph:
[145] #blackintheivory
[61] black
[49] conference
[42] braincures
[41] jeremyfarrar
[35] one
[30] students
[25] ukri_ceo
[22] thepeopleshubuk
[22] suzanne_garrett

Top Words in Tweet in G1:
[18] jeremyfarrar
[17] braincures
[13] ukri_ceo
[11] suzanne_garrett
[11] thepeopleshubuk
[10] michelle_cruk
[10] evidencebase_im
[10] petejacksongmp
[10] rossthomson26
[9] wellcometrust

Top Words in Tweet in G2:
[25] braincures
[23] jeremyfarrar
[13] wellcometrust
[12] ukri_ceo
[11] thepeopleshubuk
[11] suzanne_garrett
[11] universitiesuk
[10] michelle_cruk
[10] evidencebase_im
[10] petejacksongmp

Top Words in Tweet in G3:
[40] #blackintheivory
[21] conference
[18] race
[18] gemnetworkuon
[15] students
[15] uninorthants
[14] awards
[13] uninhantsnews
[13] equality
[12] people

Top Words in Tweet in G4:
[6] drraymd
[6] #blackintheivory
[4] being
[4] means
[4] realizing
[4] degrees
[4] separation
[4] literally
[4] one
[3] more

Top Words in Tweet in G5:
[14] great
[14] job
[14] opportunity
[14] join
[14] exciting
[14] cluster
[14] hire
[14] searching
[14] quantitative
[14] social

Top Words in Tweet in G6:
[7] #academictwitter
[6] one
[6] #blackintheivory
[6] phavored_phd
[5] black
[5] #phdvoice
[5] wish
[5] speaking
[5] club
[5] academia

Top Words in Tweet in G7:
[14] #blackintheivory
[5] racist
[3] work
[2] anti
[2] #racism
[2] diversity
[2] decolonisation
[2] collects
[2] against
[2] systems

Top Words in Tweet in G8:
[15] teamedefi
[11] racial
[10] black
[10] solidarity
[10] groups
[7] increased
[7] mathematics
[7] education
[7] illuminate
[7] ways

Top Words in Tweet in G9:
[14] paulharris917
[13] honored
[12] #blackintheivory
[9] black
[9] #antiracistsc
[7] sel
[7] male
[7] student
[7] athletes
[7] keynote

Top Words in Tweet in G10:
[11] always
[11] scholars
[10] professorisin
[8] looking
[8] columns
[8] bipoc
[8] pay
[8] 150
[8] interested
[8] please

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[28] #blackintheivory,conference
[20] jeremyfarrar,michelle_cruk
[20] michelle_cruk,ukri_ceo
[20] ukri_ceo,evidencebase_im
[20] evidencebase_im,thepeopleshubuk
[20] thepeopleshubuk,petejacksongmp
[20] petejacksongmp,rossthomson26
[20] rossthomson26,suzanne_garrett
[20] jeremyfarrar,wellcometrust
[18] braincures,jeremyfarrar

Top Word Pairs in Tweet in G1:
[10] jeremyfarrar,michelle_cruk
[10] michelle_cruk,ukri_ceo
[10] ukri_ceo,evidencebase_im
[10] evidencebase_im,thepeopleshubuk
[10] thepeopleshubuk,petejacksongmp
[10] petejacksongmp,rossthomson26
[10] rossthomson26,suzanne_garrett
[8] jeremyfarrar,wellcometrust
[8] braincures,jeremyfarrar
[6] universitiesuk,wb_uk

Top Word Pairs in Tweet in G2:
[12] jeremyfarrar,wellcometrust
[10] braincures,jeremyfarrar
[10] jeremyfarrar,michelle_cruk
[10] michelle_cruk,ukri_ceo
[10] ukri_ceo,evidencebase_im
[10] evidencebase_im,thepeopleshubuk
[10] thepeopleshubuk,petejacksongmp
[10] petejacksongmp,rossthomson26
[10] rossthomson26,suzanne_garrett
[9] braincures,universitiesuk

Top Word Pairs in Tweet in G3:
[19] #blackintheivory,conference
[13] race,equality
[9] awards,ceremony
[8] commitments,people
[8] people,made
[8] made,difference
[8] difference,advance
[8] advance,race
[8] equality,county
[8] county,celebrated

Top Word Pairs in Tweet in G4:
[4] being,#blackintheivory
[4] #blackintheivory,means
[4] means,realizing
[4] realizing,degrees
[4] degrees,separation
[4] separation,literally
[4] literally,one
[3] more,follow
[3] follow,dei
[3] dei,teambmwc

Top Word Pairs in Tweet in G5:
[14] great,job
[14] job,opportunity
[14] opportunity,join
[14] join,exciting
[14] exciting,cluster
[14] cluster,hire
[14] hire,searching
[14] searching,quantitative
[14] quantitative,social
[14] social,scientist

Top Word Pairs in Tweet in G6:
[5] wish,speaking
[5] speaking,club
[5] club,academia
[5] academia,toastmasters
[5] toastmasters,researchers
[5] researchers,already
[5] already,exist
[4] #academictwitter,#phd
[4] #phd,#phdvoice
[4] phavored_phd,wish

Top Word Pairs in Tweet in G7:
[2] anti,racist
[2] #blackintheivory,#obgynmatch2022

Top Word Pairs in Tweet in G8:
[7] increased,solidarity
[7] solidarity,racial
[7] racial,groups
[7] groups,mathematics
[7] mathematics,education
[7] education,illuminate
[7] illuminate,ways
[7] ways,nourishing
[7] nourishing,affirming
[6] one,biggest

Top Word Pairs in Tweet in G9:
[11] paulharris917,honored
[9] #blackintheivory,#antiracistsc
[7] black,male
[7] male,student
[7] student,athletes
[7] honored,keynote
[7] keynote,nebraska
[7] nebraska,school
[7] school,counselor
[7] counselor,association

Top Word Pairs in Tweet in G10:
[8] always,looking
[8] looking,columns
[8] columns,bipoc
[8] bipoc,scholars
[8] scholars,pay
[8] pay,150
[8] 150,interested
[8] interested,please
[8] please,dm
[8] dm,email

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

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

Top Mentioned in G2:
@braincures
@jeremyfarrar
@wellcometrust
@ukri_ceo
@thepeopleshubuk
@suzanne_garrett
@universitiesuk
@michelle_cruk
@evidencebase_im
@petejacksongmp

Top Mentioned in G3:
@gemnetworkuon
@uninorthants
@uninhantsnews
@drshardedavis
@shanwareing
@dayebibs
@deanoffast
@drarunverma

Top Mentioned in G4:
@drraymd
@teambmwc
@theblackcaucus
@sb3s_org
@bmhedu
@blackmenintech
@snma
@drkene
@bwegegen
@melissaupton7

Top Mentioned in G5:
@clairekremen

Top Mentioned in G6:
@phavored_phd
@shawntaemitchum
@usc
@nig
@niggatheory
@elijaanderson

Top Mentioned in G8:
@teamedefi

Top Mentioned in G9:
@paulharris917
@nscatweets

Top Mentioned in G10:
@professorisin
@mariuskothor

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@jfsebastian146
@guardian
@googleexpertuk
@blackphysicists
@marting8177
@bbcnews
@nicochan33
@drumeshprabhu
@doctorow

Top Tweeters in G1:
@independent
@guardian
@marting8177
@bbcnews
@drumeshprabhu
@doctorow
@tristramwyatt
@academicchatter
@laserhaas01
@ojibray

Top Tweeters in G2:
@jfsebastian146
@googleexpertuk
@nicochan33
@botfemale
@rossthomson26
@b0tsci
@resistorganize
@hrw
@pythonroboto
@banishfgm

Top Tweeters in G3:
@chronandecho
@uninorthants
@lorraine1984198
@kaytbax
@eunice_lumsden
@uninorthampton
@uninhantsnews
@drarunverma
@historymatt
@prephdhoteptrss

Top Tweeters in G4:
@nick_niknam
@drraymd
@theblackcaucus
@melissaupton7
@clinchemmd
@divadocsbos
@brow
@brownmedicine
@snma
@thatlabchick

Top Tweeters in G5:
@ubcprez
@ubcoceans
@cowbirdlab
@sgulati
@norahebrown
@beatymuseum
@pacific_wren
@secanno
@silurian_wang
@postdocsays

Top Tweeters in G6:
@niggatheory
@phdvoice
@thepropagator96
@usc
@jenhawk6248
@hazelmkhwanazi
@ndpostgrads
@anthigeorgiadou
@elijaanderson
@nig

Top Tweeters in G7:
@isasaxonists
@crrogersphd
@jesusvishnu
@drtiffmonique
@karlatytus
@ma
@trinkermedia
@aprilswobodamd
@holt_fulla_hope
@tattedprofessor

Top Tweeters in G8:
@chadstanton
@drcaberry
@blkinengineerng
@meagantharding
@drcedmondson
@drleroylongiii
@nyamebofour
@a_hunt21
@asabe_bipoc
@teamedefi

Top Tweeters in G9:
@drklclemons
@ehinesphd
@scooterg_kj
@common_sensedoc
@mildredboveda
@royeljohnson
@espolearns
@psu_collegeofed
@paulharris917
@nscatweets

Top Tweeters in G10:
@professorisin
@mannahattamamma
@kayeanna88
@lawsonjaramillo
@amy_mlinar
@getting_sharper
@muddpup
@aliciaforsberg
@mariuskothor
@dr_martij


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