#BlackInTheIvory, Twitter, 11/14/2021 1:20:44 PM, 266211


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#BlackInTheIvory_2021-11-14_00-22-09.xlsx
#BlackInTheIvory_2021-11-14_00-22-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3or7f5s
@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 412 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, 14 November 2021 at 08:22 UTC.

The requested start date was Sunday, 14 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, 13-hour, 59-minute period from Friday, 15 October 2021 at 13:19 UTC to Friday, 12 November 2021 at 03:18 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 : 412
Unique Edges : 380
Edges With Duplicates : 803
Total Edges : 1183
Number of Edge Types : 5
Mentions : 364
Retweet : 192
Tweet : 50
MentionsInRetweet : 570
Replies to : 7
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0.0321489001692047
Reciprocated Edge Ratio : 0.0622950819672131
Connected Components : 40
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 257
Maximum Edges in a Connected Component : 906
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.916988
Graph Density : 0.00360239057000449
Modularity : 0.40517
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 412 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, 14 November 2021 at 08:22 UTC.

The requested start date was Sunday, 14 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, 13-hour, 59-minute period from Friday, 15 October 2021 at 13:19 UTC to Friday, 12 November 2021 at 03:18 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/
[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://twitter.com/BRAINCURES/status/1418672333284384773
[1] https://www.siue.edu/news/2021/08/SIUEsLewisContributestoUpcomingBookonRacisminAmericanUniversities.shtml
[1] https://www.blackillustrations.com/packages/the-superability-pack

Top URLs in Tweet in G1:
[1] https://twitter.com/BRAINCURES/status/1418672333284384773
[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:
[1] 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

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 G6:
[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 G7:
[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 G8:
[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 Domains
Top Domains in Tweet in Entire Graph:
[14] twitter.com
[4] blackengineeringphd.org
[3] sheridanlawfirm.com
[2] co.uk
[2] chronicle.com
[1] theguardian.com
[1] nature.com
[1] siue.edu
[1] blackillustrations.com
[1] ac.uk

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

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[2] co.uk
[1] ac.uk
[1] twitter.com

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

Top Domains in Tweet in G5:
[1] ubc.ca

Top Domains in Tweet in G6:
[3] sheridanlawfirm.com
[1] twitter.com

Top Domains in Tweet in G7:
[4] blackengineeringphd.org

Top Domains in Tweet in G8:
[1] statnews.com
[1] chronicle.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[127] blackintheivory
[11] academictwitter
[9] antiracistsc
[7] blackinstem
[7] womeninstem
[5] academicchatter
[5] racism
[5] blackandstem
[5] blackhistorymonth
[4] phdlife



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

Top Hashtags in Tweet in G2:
[3] blackintheivory
[2] hbcus
[2] nativescience
[2] lgbtandstem
[2] asianinstem
[2] womeninstem
[2] stemdiversity
[2] blackinchem
[1] blackinacademia
[1] blackinstem

Top Hashtags in Tweet in G3:
[40] blackintheivory
[2] uongem
[2] blackhistorymonthuk
[1] sistahscholars
[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:
[12] blackintheivory
[9] antiracistsc
[4] scchat
[1] nsca2021
[1] stereotypethreat

Top Hashtags in Tweet in G7:
[4] blackintheivory
[4] blackinstem
[2] blackstemmers
[2] racialsolidarity
[1] stem
[1] hbcus
[1] stemequity
[1] letsmakechange

Top Hashtags in Tweet in G8:
[10] blackintheivory
[2] obgynmatch2022
[1] academia
[1] criminology
[1] gradschool
[1] sendpositivethoughts
[1] blackinsocialwork
[1] racism
[1] publichealth
[1] structuralracism

Top Hashtags in Tweet in G9:
[1] women
[1] womeninscience
[1] womeninstem
[1] blackwomeninmedicine
[1] blackintheivory

Top Hashtags in Tweet in G10:
[5] blackintheivory
[3] academictwitter
[2] blacktwitter
[2] phdlife
[1] blackademic
[1] phdvoice
[1] highered
[1] phdchat
[1] citeblack
[1] ally

Top Words
Top Words in Tweet in Entire Graph:
[127] #blackintheivory
[60] black
[39] braincures
[39] jeremyfarrar
[31] students
[29] conference
[23] wellcometrust
[22] ukri_ceo
[22] one
[21] great

Top Words in Tweet in G1:
[21] jeremyfarrar
[20] braincures
[17] ukri_ceo
[14] suzanne_garrett
[14] thepeopleshubuk
[13] michelle_cruk
[13] evidencebase_im
[13] petejacksongmp
[13] rossthomson26
[9] wellcometrust

Top Words in Tweet in G2:
[19] braincures
[18] jeremyfarrar
[14] wellcometrust
[11] universitiesuk
[10] wb_uk
[10] whistleuk
[10] awhistleblowing
[10] universityappg
[10] appgstudents
[10] ucu

Top Words in Tweet in G3:
[40] #blackintheivory
[19] conference
[18] race
[16] gemnetworkuon
[16] students
[15] uninorthants
[14] awards
[13] equality
[13] uninhantsnews
[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:
[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 G7:
[12] teamedefi
[10] black
[8] racial
[7] solidarity
[7] groups
[6] one
[6] biggest
[6] manifestations
[6] structural
[6] racism

Top Words in Tweet in G8:
[10] #blackintheivory
[2] collects
[2] against
[2] systems
[2] ways
[2] student
[2] work
[2] job
[2] first
[2] great

Top Words in Tweet in G10:
[6] one
[5] black
[5] #blackintheivory
[4] faculty
[4] shawntaemitchum
[3] #academictwitter
[3] looking
[3] read
[3] recent
[3] publications

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] jeremyfarrar,wellcometrust
[19] #blackintheivory,conference
[17] jeremyfarrar,michelle_cruk
[17] michelle_cruk,ukri_ceo
[17] ukri_ceo,evidencebase_im
[17] evidencebase_im,thepeopleshubuk
[17] thepeopleshubuk,petejacksongmp
[17] petejacksongmp,rossthomson26
[17] rossthomson26,suzanne_garrett
[16] universitiesuk,wb_uk

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] jeremyfarrar,wellcometrust
[6] universitiesuk,wb_uk

Top Word Pairs in Tweet in G2:
[13] jeremyfarrar,wellcometrust
[10] braincures,universitiesuk
[10] universitiesuk,wb_uk
[10] wb_uk,whistleuk
[10] whistleuk,awhistleblowing
[10] awhistleblowing,universityappg
[10] universityappg,appgstudents
[10] appgstudents,ucu
[10] ucu,jeremyfarrar
[8] wellcometrust,ukri_ce

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:
[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 G7:
[6] one,biggest
[6] biggest,manifestations
[6] manifestations,structural
[6] structural,racism
[6] racism,disproportionate
[6] disproportionate,debt
[6] debt,black
[6] black,graduates
[6] graduates,carry
[6] carry,relative

Top Word Pairs in Tweet in G8:
[2] #blackintheivory,#obgynmatch2022

Top Word Pairs in Tweet in G10:
[3] looking,read
[3] read,recent
[3] recent,publications
[3] publications,campus
[3] campus,racial
[3] racial,climate
[3] climate,black
[3] black,students
[3] students,faculty
[3] faculty,tag

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

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
@universitiesuk
@wb_uk
@whistleuk
@awhistleblowing
@universityappg
@appgstudents
@ucu

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:
@paulharris917
@nscatweets

Top Mentioned in G7:
@teamedefi

Top Mentioned in G9:
@womenlifthealth
@theopedproject
@womeninmedchat
@medwomenwriters
@womenstorysalon
@womeningh
@wimsummit
@blackwomenown

Top Mentioned in G10:
@shawntaemitchum
@usc
@nig
@elijaanderson
@niggatheory

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

Top Tweeters in G1:
@independent
@guardian
@marting8177
@bbcnews
@drumeshprabhu
@doctorow
@tristramwyatt
@laserhaas01
@rossthomson26
@ojibray

Top Tweeters in G2:
@jfsebastian146
@googleexpertuk
@nicochan33
@botfemale
@academicchatter
@b0tsci
@resistorganize
@hrw
@banishfgm
@proftimnoakes

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:
@drklclemons
@ehinesphd
@scooterg_kj
@common_sensedoc
@mildredboveda
@royeljohnson
@espolearns
@psu_collegeofed
@paulharris917
@nscatweets

Top Tweeters in G7:
@chadstanton
@drcaberry
@blkinengineerng
@meagantharding
@drcedmondson
@drleroylongiii
@nyamebofour
@asabe_bipoc
@teamedefi
@christiljensen

Top Tweeters in G8:
@isasaxonists
@crrogersphd
@jesusvishnu
@karlatytus
@ma
@aprilswobodamd
@holt_fulla_hope
@tattedprofessor
@becomingdrjb
@mensakwao

Top Tweeters in G9:
@womeningh
@theopedproject
@wimsummit
@c_ngaruiya
@womeninmedchat
@womenlifthealth
@medwomenwriters
@blackwomenown
@womenstorysalon

Top Tweeters in G10:
@niggatheory
@phdvoice
@usc
@anthigeorgiadou
@elijaanderson
@nig
@shawntaemitchum
@raquel_delerme


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