#BlackInTheIvory, Twitter, 1/1/2022 10:02:50 PM, 269321


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#BlackInTheIvory_2022-01-01_00-36-01.xlsx
#BlackInTheIvory_2022-01-01_00-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 01, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3qIvHjB
@briana_n_spivey
@braincures
@this0499154500
@blackintheivory
@do_kinder
@allyshipbot
@professorisin
@nathan_andrews1
@cipherequality
@usnehal

Top hashtags:
#blackintheivory
#blackinstem
#academictwitter
#blm

Description:
Description
The graph represents a network of 510 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, 01 January 2022 at 08:36 UTC.

The requested start date was Saturday, 01 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, 57-minute period from Thursday, 02 December 2021 at 21:13 UTC to Thursday, 30 December 2021 at 17:11 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 : 510
Unique Edges : 251
Edges With Duplicates : 994
Total Edges : 1245
Number of Edge Types : 5
Retweet : 300
MentionsInRetweet : 538
Tweet : 49
Mentions : 348
Replies to : 10
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0.015025041736227
Reciprocated Edge Ratio : 0.0296052631578947
Connected Components : 31
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 413
Maximum Edges in a Connected Component : 1082
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.32434
Graph Density : 0.00234215493663084
Modularity : 0.406616
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 510 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, 01 January 2022 at 08:36 UTC.

The requested start date was Saturday, 01 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, 57-minute period from Thursday, 02 December 2021 at 21:13 UTC to Thursday, 30 December 2021 at 17:11 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[5] https://www.blackengineeringphd.org/post/afrofuturism-reimaging-stem-for-urban-learners
[3] https://orlandezjohnson.blogspot.com/2021/12/bail-bond-search-misrepresens-orlandez.html?m=1
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268555
[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://leadingroutes.org/the-broken-pipeline
[1] https://twitter.com/TheBSCI/status/1468628859092455424
[1] https://twitter.com/wellcometrust/status/1298239271200002049

Top URLs in Tweet in G1:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[1] https://www.blackengineeringphd.org/post/afrofuturism-reimaging-stem-for-urban-learners
[1] https://twitter.com/BRAINCURES/status/1418672333284384773
[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

Top URLs in Tweet in G2:
[1] https://twitter.com/Briana_N_Spivey/status/1470882481746235393

Top URLs in Tweet in G3:
[1] https://twitter.com/academicchatter/status/1269684595173326848?s=21

Top URLs in Tweet in G4:
[4] https://www.blackengineeringphd.org/post/afrofuturism-reimaging-stem-for-urban-learners
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268555
[2] https://blackintheivory.net/bless-a-black-graduate
[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
[1] https://twitter.com/TheBSCI/status/1468628859092455424

Top URLs in Tweet in G5:
[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://twitter.com/nickkristof/status/1386679281347010561
[1] https://www.chronicle.com/article/it-just-felt-wrong-u-of-florida-faculty-say-political-fears-stalled-an-initiative-on-race
[1] https://theprofessorisin.com/2020/06/14/you-may-be-your-black-colleagues-amy-cooper-blm-guest-post/

Top URLs in Tweet in G6:
[1] https://www.careers.ualberta.ca/Competition/A100146954/

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

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[115] blackintheivory
[12] blackinstem
[11] academictwitter
[8] blm
[8] blacklivesmatter
[7] digitalblackness
[5] gift
[5] 22kgold
[5] afrofuturism
[5] blackademia



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

Top Hashtags in Tweet in G2:
[3] blackintheivory

Top Hashtags in Tweet in G3:
[1] blackinacademia
[1] blackinstem
[1] blackintheivory
[1] academicchatter
[1] universities
[1] ukuniversity
[1] professors

Top Hashtags in Tweet in G4:
[34] blackintheivory
[7] blackinstem
[4] afrofuturism
[3] academictwitter
[3] allyship
[2] opticaambassador
[2] optics
[2] hbcugrad
[1] stemeducation
[1] citeblackwomen

Top Hashtags in Tweet in G5:
[15] blackintheivory
[5] blm
[4] medbikini
[4] highered
[3] meded
[3] drsusanmoore
[3] academictwitter
[2] healthcare
[2] dei
[2] scicomm

Top Hashtags in Tweet in G6:
[1] representationmatters
[1] blackintheivory
[1] academictwitter

Top Hashtags in Tweet in G7:
[2] blackintheivory
[1] academictwitter

Top Hashtags in Tweet in G8:
[6] blackintheivory
[5] blackademia
[2] anotherdayinthecolony
[1] racismkills
[1] soulsofblackfullas
[1] watchthisspace
[1] unmitigatedblackness

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:
[242] black
[168] students
[168] graduate
[155] essential
[154] briana_n_spivey
[154] experiences
[151] understanding
[151] dismantling
[151] systems
[151] oppression

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

Top Words in Tweet in G2:
[152] black
[152] graduate
[152] students
[148] briana_n_spivey
[148] understanding
[148] experiences
[148] essential
[148] dismantling
[148] systems
[148] oppression

Top Words in Tweet in G3:
[4] suzanne_garrett
[4] braincures
[3] thepeopleshubuk
[3] jeremyfarrar
[2] brenmccarthy13
[2] truthsayerodet1
[2] proftimnoakes
[2] criminotweet
[2] reneebleau
[2] dbetteracademia

Top Words in Tweet in G4:
[43] black
[35] blackintheivory
[34] #blackintheivory
[21] grad
[19] bless
[16] graduate
[14] spaces
[14] re
[13] hbcus
[13] student

Top Words in Tweet in G5:
[15] #blackintheivory
[11] black
[7] professorisin
[7] 2021
[7] much
[6] women
[6] near
[6] end
[6] wonder
[6] anything

Top Words in Tweet in G6:
[14] hey
[14] black
[14] academics
[14] alma
[14] mater
[14] ualberta
[14] hiring
[14] 11
[14] faculty
[14] members

Top Words in Tweet in G7:
[4] unique
[4] opportunity
[4] highlight
[4] important
[4] work
[4] black
[4] scholars
[4] area
[4] drneblett
[3] drscarter1

Top Words in Tweet in G8:
[11] drcwatego
[8] settler
[8] scholars
[8] claim
[8] nothing
[8] transformative
[8] arc
[8] funded
[8] grants
[8] obviously

Top Words in Tweet in G9:
[8] 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:
[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
[9] jeremyfarrar,wellcometrust
[5] braincures,do_kinder

Top Word Pairs in Tweet in G2:
[152] black,graduate
[152] graduate,students
[148] understanding,experiences
[148] experiences,black
[148] students,essential
[148] essential,dismantling
[148] dismantling,systems
[148] systems,oppression
[147] briana_n_spivey,understanding
[137] oppression,exist

Top Word Pairs in Tweet in G3:
[2] brenmccarthy13,truthsayerodet1
[2] truthsayerodet1,proftimnoakes
[2] proftimnoakes,criminotweet
[2] criminotweet,reneebleau
[2] reneebleau,dbetteracademia
[2] dbetteracademia,suzanne_garrett
[2] suzanne_garrett,braincures
[2] braincures,jeremyfarrar
[2] jeremyfarrar,michelle_cruk
[2] michelle_cruk,ukri_ceo

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:
[6] near,end
[6] end,2021
[6] 2021,wonder
[6] wonder,much
[6] much,anything
[6] anything,changed
[6] changed,campuses
[6] campuses,terms
[6] terms,white
[6] white,righteous

Top Word Pairs in Tweet in G6:
[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 G7:
[4] unique,opportunity
[4] opportunity,highlight
[4] highlight,important
[4] important,work
[4] work,black
[4] black,scholars
[4] scholars,area
[4] area,drneblett
[3] drscarter1,unique
[3] drneblett,drjocelynsmitâ

Top Word Pairs in Tweet in G8:
[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 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
@jeremyfarrar
@ukri_ceo
@thepeopleshubuk
@suzanne_garrett
@michelle_cruk
@evidencebase_im
@petejacksongmp

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

Top Mentioned in G2:
@briana_n_spivey
@theempowerlab

Top Mentioned in G3:
@suzanne_garrett
@braincures
@thepeopleshubuk
@jeremyfarrar
@truthsayerodet1
@proftimnoakes
@criminotweet
@reneebleau
@dbetteracademia
@michelle_cruk

Top Mentioned in G4:
@blackintheivory
@braincures
@this0499154500
@isasaxonists
@briana_n_spivey
@phdgprotein86
@do_kinder
@tanadjoseph
@teamedefi
@professorisin

Top Mentioned in G5:
@professorisin
@usnehal
@usc
@sahilkapur
@ayshakhoury
@nhannahjones
@nytimes
@kashhill
@aaron_krolik
@nickkristof

Top Mentioned in G6:
@ualberta
@nathan_andrews1

Top Mentioned in G7:
@drneblett
@drscarter1
@ncfdd
@sradolescence
@psychscience
@emergadulthd
@drjocelynsmith
@hopespsychology
@tenelewis2

Top Mentioned in G8:
@drcwatego

Top Mentioned in G9:
@phavored_phd

Top Mentioned in G10:
@meredithdclark

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@cipherequality
@jfsebastian146
@guardian
@googleexpertuk
@marting8177
@wgarnews
@bbcnews
@morpheusbeing
@nicochan33

Top Tweeters in G1:
@independent
@guardian
@googleexpertuk
@marting8177
@bbcnews
@nicochan33
@drumeshprabhu
@doctorow
@botfemale
@tristramwyatt

Top Tweeters in G2:
@pkanagaratnam
@ohohpick_mimi
@everevolving_e
@queenieluvsya
@jadorecas
@wesunruh
@chefjunya_
@dharry_93
@tarik_endale
@_mimikoko

Top Tweeters in G3:
@hrw
@proftimnoakes
@marikasboros
@truthsayerodet1
@do_kinder
@phdforum
@criminotweet
@mimsdavies
@dbetteracademia
@nickhillman

Top Tweeters in G4:
@justcallmekourt
@drcaberry
@tanadjoseph
@namd4kids
@isasaxonists
@littlebitk_reyn
@kaelyn_sanders
@ohmy_elise
@altffffff
@_classycan

Top Tweeters in G5:
@cipherequality
@nytimes
@academicchatter
@usnehal
@sahilkapur
@uf
@nickkristof
@professorisin
@digitalnegus
@usc

Top Tweeters in G6:
@drjkhokhar
@old_dusty_
@ualberta
@numcog
@batsborealis
@zedtweetz
@chrisdhuggins
@ciarabroche
@nathan_andrews1
@drderekfisher

Top Tweeters in G7:
@drthema
@psychscience
@blackinmh
@ncfdd
@sradolescence
@hopespsychology
@drneblett
@drjocelynsmith
@spalabwesleyan
@tenelewis2

Top Tweeters in G8:
@wgarnews
@morpheusbeing
@4evrstardancer
@rosegwhite
@ajaanmark
@debkilroy
@baqir_kh
@drcwatego
@aaronta67472031
@gulidjanwarrior

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

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