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#BlackInTheIvory_2022-01-16_00-22-09.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3roJs7G
@braincures
@this0499154500
@usnehal
@briana_n_spivey
@ayshakhoury
@allyshipbot
@blackintheivory
@b0tsci
@isasaxonists
@jfsebastian146

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

Description:
Description
The graph represents a network of 364 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, 16 January 2022 at 08:22 UTC.

The requested start date was Sunday, 16 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 27-day, 19-hour, 38-minute period from Saturday, 18 December 2021 at 05:29 UTC to Saturday, 15 January 2022 at 01:08 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 : 364
Unique Edges : 244
Edges With Duplicates : 640
Total Edges : 884
Number of Edge Types : 5
Mentions : 330
Tweet : 48
Replies to : 8
Retweet : 143
MentionsInRetweet : 355
Self-Loops : 61
Reciprocated Vertex Pair Ratio : 0.00681818181818182
Reciprocated Edge Ratio : 0.0135440180586907
Connected Components : 30
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 270
Maximum Edges in a Connected Component : 729
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.691412
Graph Density : 0.00335270789816244
Modularity : 0.381743
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 364 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, 16 January 2022 at 08:22 UTC.

The requested start date was Sunday, 16 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 27-day, 19-hour, 38-minute period from Saturday, 18 December 2021 at 05:29 UTC to Saturday, 15 January 2022 at 01:08 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/askdrfatima/status/1481858452964225024
[1] https://www.medscape.com/viewarticle/943891?src=soc_tw_share
[1] https://twitter.com/counselingviews/status/1481627395463516165
[1] https://twitter.com/EHinesPhD/status/1481653130337013762

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://twitter.com/askdrfatima/status/1481858452964225024
[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:
[112] blackintheivory
[22] graduate
[22] postdoc
[12] highered
[11] academictwitter
[11] meded
[9] blackinstem
[8] blm
[8] compliance
[7] blacklivesmatter



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:
[32] blackintheivory
[6] blackinstem
[3] afrofuturism
[3] academictwitter
[2] metoo
[2] intersectionality
[2] blackvoices
[2] amplifiedvoices
[2] sexoffender
[2] narsol

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:
[22] graduate
[22] postdoc
[1] academictwitter
[1] diversityandinclusion
[1] blackintheivory
[1] sacnas

Top Hashtags in Tweet in G5:
[2] blackintheivory

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:
[8] blackintheivory
[6] whyilefttheivory
[1] promotion
[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:
[112] #blackintheivory
[57] black
[37] students
[34] academic
[31] interested
[30] braincures
[28] research
[27] racism
[26] blackintheivory
[24] teaching

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:
[32] #blackintheivory
[22] braincures
[22] blackintheivory
[13] this0499154500
[11] black
[9] jeremyfarrar
[9] holiday
[8] kwanzaa
[8] nodexl
[7] ukri_ceo

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:
[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 G5:
[17] black
[17] graduate
[17] students
[15] understanding
[15] experiences
[15] essential
[15] dismantling
[15] systems
[15] oppression
[14] briana_n_spivey

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:
[8] #blackintheivory
[7] racism
[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:
[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 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:
[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 G5:
[17] black,graduate
[17] graduate,students
[15] understanding,experiences
[15] experiences,black
[15] students,essential
[15] essential,dismantling
[15] dismantling,systems
[15] systems,oppression
[14] briana_n_spivey,understanding
[12] oppression,exist

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
@ucla_iracda
@jeremyfarrar
@briana_n_spivey
@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:
@ucla_iracda

Top Mentioned in G5:
@briana_n_spivey
@theempowerlab

Top Mentioned in G6:
@drcwatego

Top Mentioned in G7:
@drmicheledavid1
@askdrfatima
@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:
@adiaz_phd
@hr_trends_bot
@siegenthalerlab
@srebdocsch
@ashegrads
@academicjobbot
@ksleeth
@drcmmoore
@party_mcfly_
@labpigeon

Top Tweeters in G5:
@ihatechujodie
@lexpabrexx
@academiclifenbn
@istssnews
@nailasmith
@therealdorthie
@theempowerlab
@ijmaduba
@lindsaytillhoyt
@seannaleathphd

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

Top Tweeters in G7:
@medscape
@moorejh
@drjkhokhar
@leomrtns
@nareshmackermd
@askdrfatima
@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