#BlackInTheIvory, Twitter, 1/8/2022 8:39:47 AM, 269684


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#BlackInTheIvory_2022-01-08_00-36-01.xlsx
#BlackInTheIvory_2022-01-08_00-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 08, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3qXbxCD
@briana_n_spivey
@braincures
@this0499154500
@blackintheivory
@allyshipbot
@nathan_andrews1
@usnehal
@isasaxonists
@b0tsci
@drcarlottaberry

Top hashtags:
#blackintheivory
#highered
#meded
#blackinstem

Description:
Description
The graph represents a network of 430 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, 08 January 2022 at 08:36 UTC.

The requested start date was Saturday, 08 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, 7-hour, 33-minute period from Thursday, 09 December 2021 at 17:46 UTC to Friday, 07 January 2022 at 01:19 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 : 430
Unique Edges : 165
Edges With Duplicates : 879
Total Edges : 1044
Number of Edge Types : 5
Retweet : 292
MentionsInRetweet : 448
Tweet : 51
Mentions : 245
Replies to : 8
Self-Loops : 60
Reciprocated Vertex Pair Ratio : 0.0102249488752556
Reciprocated Edge Ratio : 0.0202429149797571
Connected Components : 28
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 346
Maximum Edges in a Connected Component : 901
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.198345
Graph Density : 0.00267794221282593
Modularity : 0.39779
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 430 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, 08 January 2022 at 08:36 UTC.

The requested start date was Saturday, 08 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, 7-hour, 33-minute period from Thursday, 09 December 2021 at 17:46 UTC to Friday, 07 January 2022 at 01:19 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[5] https://www.nejm.org/doi/full/10.1056/NEJMp2112913?cookieSet=1
[5] https://www.blackengineeringphd.org/post/afrofuturism-reimaging-stem-for-urban-learners
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268555
[3] https://www.orlandez.com/2021/12/bail-bond-search-misrepresens-orlandez.html?m=1
[2] https://www.youtube.com/watch?v=fKH5_ZgWtow&feature=youtu.be

[2] https://blackintheivory.net/bless-a-black-graduate
[1] https://www.medscape.com/viewarticle/943891?src=soc_tw_share
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269321
[1] https://twitter.com/wellcometrust/status/1298239271200002049

Top URLs in Tweet in G1:
[1] https://twitter.com/Briana_N_Spivey/status/1470882481746235393

Top URLs in Tweet in G2:
[1] https://twitter.com/wellcometrust/status/1298239271200002049
[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

Top URLs in Tweet in G3:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268555
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269321
[1] https://www.blackengineeringphd.org/post/afrofuturism-reimaging-stem-for-urban-learners
[1] https://medium.com/@lauren.marietta/a-break-up-letter-with-astronomy-from-a-young-black-woman-a30de24fe209

Top URLs in Tweet in G4:
[4] https://www.blackengineeringphd.org/post/afrofuturism-reimaging-stem-for-urban-learners
[2] https://blackintheivory.net/bless-a-black-graduate
[1] https://twitter.com/TheBSCI/status/1468628859092455424

Top URLs in Tweet in G5:
[5] https://www.nejm.org/doi/full/10.1056/NEJMp2112913?cookieSet=1
[1] https://www.medscape.com/viewarticle/943891?src=soc_tw_share
[1] https://www.careers.ualberta.ca/Competition/A100146954/

Top URLs in Tweet in G6:
[1] https://ssir.org/articles/entry/the_bias_of_professionalism_standards
[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
[1] https://twitter.com/nickkristof/status/1386679281347010561

Top URLs in Tweet in G8:
[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 URLs in Tweet in G10:
[1] https://twitter.com/sivavaid/status/1471941091482128384

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[118] blackintheivory
[12] highered
[12] meded
[12] blackinstem
[11] academictwitter
[8] compliance
[7] blm
[7] blacklivesmatter
[7] digitalblackness
[6] graduate



Top Hashtags in Tweet in G1:
[3] blackintheivory

Top Hashtags in Tweet in G2:
[4] blackintheivory
[2] womeninstem
[2] blacklivesmatter
[2] blm
[2] scicomm
[2] racism
[1] blacktwitter
[1] blackandstem
[1] researchculture
[1] racisminstem

Top Hashtags in Tweet in G3:
[15] blackintheivory
[6] blackinstem
[4] academictwitter
[3] allyship
[3] blackinastro
[1] blm
[1] afrofuturism

Top Hashtags in Tweet in G4:
[21] blackintheivory
[4] blackinstem
[4] afrofuturism
[2] opticaambassador
[2] optics
[2] hbcugrad
[1] blackstemmers
[1] stemequity
[1] diversifystem

Top Hashtags in Tweet in G5:
[7] blackintheivory
[5] whyilefttheivory
[1] kaiser
[1] racist
[1] representationmatters
[1] academictwitter

Top Hashtags in Tweet in G6:
[20] blackintheivory
[12] highered
[11] meded
[8] compliance
[4] medbikini
[3] drsusanmoore
[3] blm
[2] healthcare
[2] dei
[2] scicomm

Top Hashtags in Tweet in G7:
[5] blackintheivory
[4] blackademia
[2] anotherdayinthecolony
[1] racismkills
[1] soulsofblackfullas
[1] watchthisspace
[1] unmitigatedblackness

Top Hashtags in Tweet in G8:
[2] blackintheivory
[1] citeblackwomen
[1] noiresteminist

Top Hashtags in Tweet in G9:
[3] phdstudent
[2] academictwitter
[2] phd
[2] phdvoice
[2] blackintheivory
[2] lgbtqstem

Top Hashtags in Tweet in G10:
[7] digitalblackness
[7] blackintheivory
[1] blacktwitter
[1] allblackeverything

Top Words
Top Words in Tweet in Entire Graph:
[237] black
[168] graduate
[163] students
[155] briana_n_spivey
[155] essential
[154] experiences
[151] understanding
[151] dismantling
[151] systems
[151] oppression

Top Words in Tweet in G1:
[151] black
[151] graduate
[151] students
[147] understanding
[147] experiences
[147] essential
[147] dismantling
[147] systems
[147] oppression
[147] briana_n_spivey

Top Words in Tweet in G2:
[7] jeremyfarrar
[7] ukri_ceo
[6] thepeopleshubuk
[5] googleexpertuk
[5] reddit
[5] braincures
[5] michelle_cruk
[5] evidencebase_im
[5] petejacksongmp
[5] rossthomson26

Top Words in Tweet in G3:
[18] braincures
[16] this0499154500
[15] #blackintheivory
[10] nodexl
[10] blackintheivory
[9] do_kinder
[7] jeremyfarrar
[7] ukri_ceo
[6] #blackinstem
[6] michelle_cruk

Top Words in Tweet in G4:
[41] black
[28] blackintheivory
[21] #blackintheivory
[21] grad
[19] bless
[16] graduate
[14] re
[13] student
[13] closing
[13] year

Top Words in Tweet in G5:
[15] black
[14] hey
[14] academics
[14] alma
[14] mater
[14] ualberta
[14] hiring
[14] 11
[14] faculty
[14] members

Top Words in Tweet in G6:
[20] #blackintheivory
[12] #highered
[11] #meded
[11] black
[10] usnehal
[9] poc
[8] policing
[8] internalized
[8] racism
[8] #compliance

Top Words in Tweet in G7:
[10] drcwatego
[8] settler
[8] scholars
[8] claim
[8] nothing
[8] transformative
[8] arc
[8] funded
[8] grants
[8] obviously

Top Words in Tweet in G8:
[15] hbcus
[8] still
[7] separate
[7] rankings
[7] considered
[7] greatest
[7] institutions
[7] world
[6] phdgprotein86
[4] day

Top Words in Tweet in G9:
[7] phavored_phd
[7] wish
[7] find
[7] social
[7] scientists
[7] interested
[7] grief
[7] mourning
[7] ideas
[7] look

Top Words in Tweet in G10:
[7] interested
[7] know
[7] more
[7] working
[7] uva
[7] living
[7] cville
[7] dm
[7] #digitalblackness
[7] #blackintheivory

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[168] black,graduate
[155] graduate,students
[153] experiences,black
[151] understanding,experiences
[151] students,essential
[151] essential,dismantling
[151] dismantling,systems
[151] systems,oppression
[150] briana_n_spivey,understanding
[140] oppression,exist

Top Word Pairs in Tweet in G1:
[151] black,graduate
[151] graduate,students
[147] understanding,experiences
[147] experiences,black
[147] students,essential
[147] essential,dismantling
[147] dismantling,systems
[147] systems,oppression
[146] briana_n_spivey,understanding
[136] oppression,exist

Top Word Pairs in Tweet in G2:
[5] jeremyfarrar,michelle_cruk
[5] michelle_cruk,ukri_ceo
[5] ukri_ceo,evidencebase_im
[5] evidencebase_im,thepeopleshubuk
[5] thepeopleshubuk,petejacksongmp
[5] petejacksongmp,rossthomson26
[5] rossthomson26,suzanne_garrett
[3] morimahmoudi,academicparity
[3] academicparity,proftimnoakes
[3] braincures,jeremyfarrar

Top Word Pairs in Tweet in G3:
[10] #blackintheivory,nodexl
[9] nodexl,braincures
[9] blackintheivory,this0499154500
[7] braincures,do_kinder
[6] this0499154500,#blackintheivory
[6] do_kinder,blackintheivory
[6] braincures,jeremyfarrar
[6] jeremyfarrar,michelle_cruk
[6] michelle_cruk,ukri_ceo
[6] ukri_ceo,evidencebase_im

Top Word Pairs in Tweet in G4:
[21] black,grad
[17] bless,black
[16] black,graduate
[14] re,black
[13] graduate,student
[13] student,closing
[13] closing,year
[13] year,dec
[13] dec,26th
[13] 26th,re

Top Word Pairs in Tweet in G5:
[14] hey,black
[14] black,academics
[14] academics,alma
[14] alma,mater
[14] mater,ualberta
[14] ualberta,hiring
[14] hiring,11
[14] 11,faculty
[14] faculty,members
[14] members,different

Top Word Pairs in Tweet in G6:
[8] #blackintheivory,#highered
[8] #highered,#meded
[8] #meded,policing
[8] policing,poc
[8] poc,internalized
[8] internalized,racism
[8] racism,#compliance
[7] usnehal,#blackintheivory
[5] amy,cooper
[4] #medbikini,sexist

Top Word Pairs in Tweet in G7:
[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 G8:
[7] hbcus,separate
[7] separate,rankings
[7] rankings,hbcus
[7] hbcus,considered
[7] considered,greatest
[7] greatest,institutions
[7] institutions,world
[6] phdgprotein86,hbcus
[4] day,28
[4] 28,qualifications

Top Word Pairs in Tweet in G9:
[7] wish,find
[7] find,social
[7] social,scientists
[7] scientists,interested
[7] interested,grief
[7] grief,mourning
[7] mourning,ideas
[7] ideas,look
[6] phavored_phd,wish
[6] look,#aca

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@briana_n_spivey
@blackintheivory
@braincures
@nathan_andrews1
@ualberta
@ukri_ceo
@jeremyfarrar
@thepeopleshubuk
@usnehal
@michelle_cruk

Top Mentioned in G1:
@briana_n_spivey
@theempowerlab

Top Mentioned in G2:
@ukri_ceo
@thepeopleshubuk
@jeremyfarrar
@googleexpertuk
@reddit
@braincures
@michelle_cruk
@evidencebase_im
@petejacksongmp
@rossthomson26

Top Mentioned in G3:
@braincures
@this0499154500
@blackintheivory
@do_kinder
@jeremyfarrar
@ukri_ceo
@michelle_cruk
@evidencebase_im
@thepeopleshubuk
@petejacksongmp

Top Mentioned in G4:
@blackintheivory
@briana_n_spivey
@teamedefi
@thebsci
@mjwilliamsphd

Top Mentioned in G5:
@ualberta
@nathan_andrews1
@drmicheledavid1
@medscape
@briana_n_spivey

Top Mentioned in G6:
@usnehal
@usc
@sahilkapur
@ayshakhoury
@nhannahjones
@nytimes
@kashhill
@aaron_krolik
@nickkristof
@dralethamaybank

Top Mentioned in G7:
@drcwatego

Top Mentioned in G8:
@phdgprotein86
@isasaxonists

Top Mentioned in G9:
@phavored_phd

Top Mentioned in G10:
@meredithdclark

Top Tweeters
Top Tweeters in Entire Graph:
@cipherequality
@jfsebastian146
@googleexpertuk
@marting8177
@morpheusbeing
@nicochan33
@nytimes
@drumeshprabhu
@4evrstardancer
@pkanagaratnam

Top Tweeters in G1:
@pkanagaratnam
@ohohpick_mimi
@everevolving_e
@queenieluvsya
@jadorecas
@wesunruh
@chefjunya_
@dharry_93
@tarik_endale
@_mimikoko

Top Tweeters in G2:
@marting8177
@drumeshprabhu
@doctorow
@tristramwyatt
@laserhaas01
@ojibray
@braincures
@proftimnoakes
@seis_matters
@arghavan_salles

Top Tweeters in G3:
@googleexpertuk
@nicochan33
@academicchatter
@rossthomson26
@b0tsci
@banishfgm
@corpgovuk
@reddit
@tanadjoseph
@do_kinder

Top Tweeters in G4:
@justcallmekourt
@littlebitk_reyn
@kaelyn_sanders
@ohmy_elise
@altffffff
@_classycan
@sierralashae__
@moeshamarx
@kimistry8
@slim_jimmmy

Top Tweeters in G5:
@medscape
@moorejh
@drjkhokhar
@old_dusty_
@ualberta
@numcog
@batsborealis
@leomrtns
@zedtweetz
@chrisdhuggins

Top Tweeters in G6:
@cipherequality
@nytimes
@mentalhealthbo5
@usnehal
@sahilkapur
@nickkristof
@digitalnegus
@usc
@kashhill
@nhannahjones

Top Tweeters in G7:
@morpheusbeing
@4evrstardancer
@rosegwhite
@ajaanmark
@debkilroy
@baqir_kh
@drcwatego
@aaronta67472031
@gulidjanwarrior
@brc2100

Top Tweeters in G8:
@drcaberry
@isasaxonists
@phdgprotein86
@drcarlottaberry
@drljbrady
@blackinrobotics
@edgarga47227368
@athinton

Top Tweeters in G9:
@phdvoice
@thepropagator96
@jenhawk6248
@hazelmkhwanazi
@rtsaliovich5
@amberososa
@researchwithl
@phavored_phd

Top Tweeters in G10:
@meredithdclark
@robinlturnerphd
@acafanmom
@darashultz
@ftblkwmn
@stapesphd
@sivavaid


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