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#BlackInTheIvory_2022-01-15_00-36-02.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 15, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3GyRtwW
@braincures
@this0499154500
@usnehal
@briana_n_spivey
@ayshakhoury
@allyshipbot
@blackintheivory
@jfsebastian146
@b0tsci
@isasaxonists

Top hashtags:
#blackintheivory
#graduate
#postdoc
#highered
#academictwitter

Description:
Description
The graph represents a network of 376 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 Saturday, 15 January 2022 at 08:36 UTC.

The requested start date was Saturday, 15 January 2022 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 28-day, 15-hour, 43-minute period from Thursday, 16 December 2021 at 21:27 UTC to Friday, 14 January 2022 at 13:11 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 : 376
Unique Edges : 244
Edges With Duplicates : 666
Total Edges : 910
Number of Edge Types : 5
Tweet : 50
Replies to : 8
Mentions : 331
Retweet : 155
MentionsInRetweet : 366
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0.00665188470066519
Reciprocated Edge Ratio : 0.013215859030837
Connected Components : 31
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 279
Maximum Edges in a Connected Component : 751
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.764906
Graph Density : 0.00321985815602837
Modularity : 0.384233
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 376 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 Saturday, 15 January 2022 at 08:36 UTC.

The requested start date was Saturday, 15 January 2022 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 28-day, 15-hour, 43-minute period from Thursday, 16 December 2021 at 21:27 UTC to Friday, 14 January 2022 at 13:11 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:
[6] https://www.nejm.org/doi/full/10.1056/NEJMp2112913?cookieSet=1
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[3] https://www.orlandez.com/2021/12/bail-bond-search-misrepresens-orlandez.html?m=1
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268555
[3] https://www.blackengineeringphd.org/post/afrofuturism-reimaging-stem-for-urban-learners
[2] https://www.youtube.com/watch?v=7ntD_6jf9Ms&feature=youtu.be

[1] https://twitter.com/counselingviews/status/1481627395463516165
[1] https://twitter.com/EHinesPhD/status/1481653130337013762
[1] https://www.change.org/p/board-of-trustees-dr-karen-sears-for-du-tenure?recruiter=1111615749&recruited_by_id=cf797630-a808-11ea-a2b7-7f9ade4b1113&utm_source=share_petition&utm_medium=copylink&utm_campaign=petition_dashboard
[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

Top URLs in Tweet in G1:
[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/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%2Fd41586-020-02471-6
[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:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[3] https://www.orlandez.com/2021/12/bail-bond-search-misrepresens-orlandez.html?m=1
[3] https://www.blackengineeringphd.org/post/afrofuturism-reimaging-stem-for-urban-learners
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268555
[2] https://www.youtube.com/watch?v=7ntD_6jf9Ms&feature=youtu.be

[1] https://blackintheivory.net/bless-a-black-graduate
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269321

Top URLs in Tweet in G3:
[1] https://www.change.org/p/board-of-trustees-dr-karen-sears-for-du-tenure?recruiter=1111615749&recruited_by_id=cf797630-a808-11ea-a2b7-7f9ade4b1113&utm_source=share_petition&utm_medium=copylink&utm_campaign=petition_dashboard
[1] https://chng.it/hdHsdXmf
[1] https://twitter.com/nickkristof/status/1386679281347010561
[1] https://twitter.com/anfuller/status/1458095053604261896
[1] https://twitter.com/debiecjacek/status/1472180657845673985
[1] https://twitter.com/usnehal/status/1345734963715584003
[1] https://twitter.com/usnehal/status/1470025545144541193
[1] https://twitter.com/citeblackwomen/status/1247496873247682561
[1] https://www.insidehighered.com/advice/2020/06/26/black-and-other-underrepresented-minority-academics-relate-all-too-well-amy-cooper

Top URLs in Tweet in G7:
[6] https://www.nejm.org/doi/full/10.1056/NEJMp2112913?cookieSet=1
[1] https://www.medscape.com/viewarticle/943891?src=soc_tw_share

Top URLs in Tweet in G8:
[1] https://twitter.com/sivavaid/status/1471941091482128384

Top URLs in Tweet in G10:
[1] https://www.nytimes.com/glogin?URI=https%3A%2F%2Fwww.nytimes.com%2F2014%2F11%2F02%2Fopinion%2Fsunday%2Fthey-call-me-doctor-berry.html%3F_r%3D1

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[114] blackintheivory
[22] graduate
[22] postdoc
[12] highered
[11] academictwitter
[11] meded
[10] blackinstem
[9] blacklivesmatter
[8] blm
[8] compliance



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

Top Hashtags in Tweet in G2:
[34] blackintheivory
[6] blackinstem
[5] gift
[5] 22kgold
[3] blacklivesmatter
[3] afrofuturism
[3] academictwitter
[2] metoo
[2] intersectionality
[2] blackvoices

Top Hashtags in Tweet in G3:
[20] blackintheivory
[12] highered
[10] meded
[8] compliance
[4] medbikini
[3] drsusanmoore
[3] blm
[2] scicomm
[2] dei
[2] medtwitter

Top Hashtags in Tweet in G4:
[2] blackintheivory

Top Hashtags in Tweet in G5:
[22] graduate
[22] postdoc
[1] academictwitter
[1] diversityandinclusion
[1] blackintheivory
[1] sacnas

Top Hashtags in Tweet in G6:
[3] blackintheivory
[2] blackademia
[2] anotherdayinthecolony
[1] racismkills
[1] soulsofblackfullas
[1] watchthisspace
[1] unmitigatedblackness

Top Hashtags in Tweet in G7:
[7] blackintheivory
[6] whyilefttheivory
[1] kaiser
[1] racist

Top Hashtags in Tweet in G8:
[7] digitalblackness
[7] blackintheivory
[1] blacktwitter
[1] allblackeverything

Top Hashtags in Tweet in G9:
[9] blackintheivory
[2] academictwitter
[1] harlemonprime
[1] ishouldbewriting
[1] mwrntoday
[1] keepitmoving
[1] medtwitter
[1] facdev
[1] becauseofblackbirdersweek
[1] blackintech

Top Hashtags in Tweet in G10:
[1] blackintheivory
[1] citeblackwomen
[1] noiresteminist

Top Words
Top Words in Tweet in Entire Graph:
[114] #blackintheivory
[65] black
[45] students
[34] academic
[32] interested
[30] braincures
[28] racism
[28] research
[26] essential
[26] blackintheivory

Top Words in Tweet in G1:
[11] jeremyfarrar
[9] ukri_ceo
[8] braincures
[7] thepeopleshubuk
[7] googleexpertuk
[6] michelle_cruk
[6] evidencebase_im
[6] petejacksongmp
[6] rossthomson26
[6] suzanne_garrett

Top Words in Tweet in G2:
[34] #blackintheivory
[22] braincures
[22] blackintheivory
[13] this0499154500
[11] black
[9] jeremyfarrar
[9] holiday
[8] make
[8] kwanzaa
[8] nodexl

Top Words in Tweet in G3:
[20] #blackintheivory
[15] dr
[14] kar
[13] tenure
[13] students
[12] please
[12] #highered
[11] ayshakhoury
[11] another
[11] denial

Top Words in Tweet in G4:
[24] black
[24] graduate
[24] students
[22] understanding
[22] experiences
[22] essential
[22] dismantling
[22] systems
[22] oppression
[21] briana_n_spivey

Top Words in Tweet in G5:
[22] #graduate
[22] #postdoc
[22] interested
[22] academic
[22] research
[22] teaching
[22] accept
[22] applications
[22] join
[22] ucla

Top Words in Tweet in G6:
[8] drcwatego
[8] settler
[8] scholars
[8] claim
[8] nothing
[8] transformative
[8] arc
[8] funded
[8] grants
[8] obviously

Top Words in Tweet in G7:
[7] racism
[7] #blackintheivory
[6] calling
[6] aversive
[6] academic
[6] medicine
[6] nejm
[6] #whyilefttheivory
[5] drmicheledavid1

Top Words in Tweet in G8:
[7] interested
[7] know
[7] more
[7] working
[7] uva
[7] living
[7] cville
[7] dm
[7] #digitalblackness
[7] #blackintheivory

Top Words in Tweet in G9:
[9] #blackintheivory
[5] hbcus
[5] people
[4] years
[4] black
[4] know
[3] running
[2] separate
[2] rankings
[2] considered

Top Words in Tweet in G10:
[8] still
[4] day
[4] 28
[4] qualifications
[4] soon
[4] enters
[4] room
[4] really
[4] relevant
[4] piece

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[24] black,graduate
[24] graduate,students
[22] understanding,experiences
[22] experiences,black
[22] students,essential
[22] essential,dismantling
[22] dismantling,systems
[22] systems,oppression
[22] #graduate,#postdoc
[22] #postdoc,interested

Top Word Pairs in Tweet in G1:
[6] jeremyfarrar,michelle_cruk
[6] michelle_cruk,ukri_ceo
[6] ukri_ceo,evidencebase_im
[6] evidencebase_im,thepeopleshubuk
[6] thepeopleshubuk,petejacksongmp
[6] petejacksongmp,rossthomson26
[6] rossthomson26,suzanne_garrett
[5] jeremyfarrar,wellcometrust
[4] braincures,jeremyfarrar
[3] morimahmoudi,academicparity

Top Word Pairs in Tweet in G2:
[8] #blackintheivory,nodexl
[7] black,grad
[7] nodexl,braincures
[7] blackintheivory,this0499154500
[6] braincures,jeremyfarrar
[6] jeremyfarrar,michelle_cruk
[6] michelle_cruk,ukri_ceo
[6] ukri_ceo,evidencebase_im
[6] evidencebase_im,thepeopleshubuk
[6] thepeopleshubuk,petejacksongmp

Top Word Pairs in Tweet in G3:
[11] another,tenure
[11] tenure,denial
[11] denial,students
[11] students,educators
[11] educators,close
[11] close,situation
[11] situation,feel
[11] feel,wholly
[11] wholly,undeserved
[11] undeserved,please

Top Word Pairs in Tweet in G4:
[24] black,graduate
[24] graduate,students
[22] understanding,experiences
[22] experiences,black
[22] students,essential
[22] essential,dismantling
[22] dismantling,systems
[22] systems,oppression
[21] briana_n_spivey,understanding
[19] oppression,exist

Top Word Pairs in Tweet in G5:
[22] #graduate,#postdoc
[22] #postdoc,interested
[22] interested,academic
[22] academic,research
[22] research,teaching
[22] teaching,accept
[22] accept,applications
[22] applications,join
[22] join,ucla
[22] ucla,iracda

Top Word Pairs in Tweet in G6:
[8] settler,scholars
[8] scholars,claim
[8] claim,nothing
[8] nothing,transformative
[8] transformative,arc
[8] arc,funded
[8] funded,grants
[8] grants,obviously
[8] obviously,ignoring
[8] ignoring,discovery

Top Word Pairs in Tweet in G7:
[6] calling,aversive
[6] aversive,racism
[6] racism,academic
[6] academic,medicine
[6] medicine,nejm
[6] nejm,#blackintheivory
[6] #blackintheivory,#whyilefttheivory
[5] drmicheledavid1,calling

Top Word Pairs in Tweet in G8:
[7] interested,know
[7] know,more
[7] more,working
[7] working,uva
[7] uva,living
[7] living,cville
[7] cville,dm
[7] dm,#digitalblackness
[7] #digitalblackness,#blackintheivory
[6] meredithdclark,interested

Top Word Pairs in Tweet in G9:
[2] hbcus,separate
[2] separate,rankings
[2] rankings,hbcus
[2] hbcus,considered
[2] considered,greatest
[2] greatest,institutions
[2] institutions,world
[2] finally,accountability
[2] accountability,people
[2] people,power

Top Word Pairs in Tweet in G10:
[4] day,28
[4] 28,qualifications
[4] qualifications,soon
[4] soon,enters
[4] enters,room
[4] room,really
[4] really,relevant
[4] relevant,piece
[4] piece,still
[4] still,woc

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@braincures
@blackintheivory
@briana_n_spivey
@ucla_iracda
@jeremyfarrar
@ukri_ceo
@thepeopleshubuk
@michelle_cruk
@evidencebase_im
@petejacksongmp

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

Top Mentioned in G2:
@braincures
@blackintheivory
@jeremyfarrar
@this0499154500
@ukri_ceo
@do_kinder
@michelle_cruk
@evidencebase_im
@thepeopleshubuk
@petejacksongmp

Top Mentioned in G3:
@ayshakhoury
@usnehal
@denisonu
@100happymoments
@nhannahjones
@nytimes
@kashhill
@aaron_krolik
@nickkristof
@dralethamaybank

Top Mentioned in G4:
@briana_n_spivey
@theempowerlab

Top Mentioned in G5:
@ucla_iracda

Top Mentioned in G6:
@drcwatego

Top Mentioned in G7:
@drmicheledavid1
@medscape

Top Mentioned in G8:
@meredithdclark

Top Mentioned in G9:
@hollykindsvater
@phdgprotein86

Top Mentioned in G10:
@isasaxonists

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@cipherequality
@jfsebastian146
@guardian
@googleexpertuk
@marting8177
@bbcnews
@nicochan33
@nytimes
@drumeshprabhu

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

Top Tweeters in G2:
@jfsebastian146
@googleexpertuk
@nicochan33
@academicchatter
@rossthomson26
@b0tsci
@banishfgm
@corpgovuk
@womeninstemsa
@reddit

Top Tweeters in G3:
@cipherequality
@nytimes
@mentalhealthbo5
@margymaclibrary
@shaboom
@usnehal
@abebab
@nickkristof
@digitalnegus
@anoushnajarian

Top Tweeters in G4:
@tarik_endale
@ihatechujodie
@jamyrajanel
@lexpabrexx
@academiclifenbn
@istssnews
@nailasmith
@therealdorthie
@crjones121
@jayay_adav

Top Tweeters in G5:
@adiaz_phd
@hr_trends_bot
@siegenthalerlab
@srebdocsch
@ashegrads
@academicjobbot
@ksleeth
@drcmmoore
@party_mcfly_
@labpigeon

Top Tweeters in G6:
@4evrstardancer
@rosegwhite
@ajaanmark
@debkilroy
@baqir_kh
@drcwatego
@aaronta67472031
@brc2100
@paolaballa

Top Tweeters in G7:
@medscape
@moorejh
@drjkhokhar
@leomrtns
@nareshmackermd
@drmicheledavid1
@dallasreedmd

Top Tweeters in G8:
@meredithdclark
@robinlturnerphd
@acafanmom
@darashultz
@ftblkwmn
@stapesphd
@sivavaid

Top Tweeters in G9:
@phdgprotein86
@jballs1908
@drsyd
@hollykindsvater
@kieniam
@empower2teach
@dermmadeez

Top Tweeters in G10:
@drcaberry
@isasaxonists
@drcarlottaberry
@blackinrobotics