#BlackInTheIvory, Twitter, 12/11/2021 8:40:13 AM, 268096


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#BlackInTheIvory_2021-12-11_00-36-01.xlsx
#BlackInTheIvory_2021-12-11_00-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 11, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/33kZwPs
@braincures
@do_kinder
@blackintheivory
@this0499154500
@academicchatter
@professorisin
@tanadjoseph
@isasaxonists
@namd4kids
@drlitnerd

Top hashtags:
#blackintheivory
#academictwitter
#allyship
#blackinstem

Description:
Description
The graph represents a network of 449 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, 11 December 2021 at 08:36 UTC.

The requested start date was Saturday, 11 December 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, 21-hour, 19-minute period from Friday, 12 November 2021 at 01:40 UTC to Thursday, 09 December 2021 at 23:00 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 : 449
Unique Edges : 326
Edges With Duplicates : 975
Total Edges : 1301
Number of Edge Types : 5
MentionsInRetweet : 550
Mentions : 493
Replies to : 11
Retweet : 189
Tweet : 58
Self-Loops : 87
Reciprocated Vertex Pair Ratio : 0.0200333889816361
Reciprocated Edge Ratio : 0.0392798690671031
Connected Components : 36
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 349
Maximum Edges in a Connected Component : 1145
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.890887
Graph Density : 0.00303750397709195
Modularity : 0.344427
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 449 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, 11 December 2021 at 08:36 UTC.

The requested start date was Saturday, 11 December 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, 21-hour, 19-minute period from Friday, 12 November 2021 at 01:40 UTC to Thursday, 09 December 2021 at 23:00 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=267028
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266211
[5] https://jobs.chronicle.com/job/391376/lecturer-of-biology-anatomy-and-physiology/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267110
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266737
[3] https://thewalrus.ca/black-in-the-ivory-tower/
[3] https://jobs.chronicle.com/job/403114/lecturer-of-biology-3321/
[2] https://blackintheivory.net/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266155
[2] https://twitter.com/krcarriere/status/1464016166960209922

Top URLs in Tweet in G1:
[1] https://twitter.com/do_kinder/status/1463072358487531527
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266211
[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
[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://twitter.com/elizabhinton/status/1269794165262516224
[1] https://www.nature.com/articles/d41586-020-01883-8?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&sf235454862=1

Top URLs in Tweet in G2:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267028
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267110
[1] https://twitter.com/academicchatter/status/1269684595173326848?s=21
[1] https://www.theguardian.com/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents

Top URLs in Tweet in G3:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267028
[5] https://jobs.chronicle.com/job/391376/lecturer-of-biology-anatomy-and-physiology/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266211
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267110
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266737
[3] https://jobs.chronicle.com/job/403114/lecturer-of-biology-3321/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266155
[1] https://blackintheivory.net/
[1] https://www.blackengineeringphd.org/post/the-correlation-between-undergraduate-student-diversity
[1] https://twitter.com/UNBC/status/1461384618729345026

Top URLs in Tweet in G4:
[2] https://blackintheivory.net/bless-a-black-graduate
[1] https://blackintheivory.net/
[1] https://twitter.com/TheBSCI/status/1468628859092455424
[1] https://learninglab.si.edu/collections/i-am-psyched-virtual-exhibit/z32BDp9gEY16yORs#r/

Top URLs in Tweet in G6:
[1] https://www.chronicle.com/article/howard-u-student-housing-protest-ends-after-34-days
[1] 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://theprofessorisin.com/2020/05/22/what-black-girls-do-when-impostor-syndrome-peeks-through-woc-guest-post/
[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 G7:
[1] https://twitter.com/nusl/status/1459132622446149648
[1] https://twitter.com/MSNBC/status/1459589658011127816
[1] https://twitter.com/doc_thoughts/status/1464217836830830592
[1] https://twitter.com/drbrittanij/status/1466935053989163016
[1] https://twitter.com/ChemtaiMungo/status/1467200039625842688
[1] https://ssir.org/articles/entry/the_bias_of_professionalism_standards
[1] https://twitter.com/Dr_S_Jefferson/status/1462056074509492230

Top URLs in Tweet in G8:
[1] https://twitter.com/KimTommy92/status/1357540520881487872

Top URLs in Tweet in G9:
[1] https://psu.wd1.myworkdayjobs.com/PSU_Academic/job/University-Park-Campus/Assistant-Professor-in-Geography-in-the-field-of-Race-and-Identity_REQ_0000022244-1?utm_source=twitter,+instagram&utm_medium=post&utm_campaign=faculty+position

Top URLs in Tweet in G10:
[1] https://twitter.com/tinalasisi/status/1270041324159369216

Top Domains
Top Domains in Tweet in Entire Graph:
[20] nodexlgraphgallery.org
[19] twitter.com
[10] chronicle.com
[4] blackintheivory.net
[3] nature.com
[3] thewalrus.ca
[2] theguardian.com
[2] theprofessorisin.com
[1] sagepub.com
[1] ssir.org

Top Domains in Tweet in G1:
[4] twitter.com
[3] nature.com
[1] nodexlgraphgallery.org
[1] theguardian.com

Top Domains in Tweet in G2:
[2] nodexlgraphgallery.org
[1] twitter.com
[1] theguardian.com

Top Domains in Tweet in G3:
[17] nodexlgraphgallery.org
[8] chronicle.com
[1] blackintheivory.net
[1] blackengineeringphd.org
[1] twitter.com

Top Domains in Tweet in G4:
[3] blackintheivory.net
[1] twitter.com
[1] si.edu

Top Domains in Tweet in G6:
[2] chronicle.com
[2] theprofessorisin.com
[1] sheridanlawfirm.com

Top Domains in Tweet in G7:
[6] twitter.com
[1] ssir.org

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

Top Domains in Tweet in G9:
[1] myworkdayjobs.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[155] blackintheivory
[20] academictwitter
[12] allyship
[11] blackinstem
[9] blackinneuro
[9] firstgen
[9] academicchatter
[8] blm
[8] racism
[8] phdlife



Top Hashtags in Tweet in G1:
[14] blackintheivory
[6] strike4blacklives
[5] shutdownstem
[4] blacklivesmatter
[4] blackandstem
[3] blm
[3] womeninstem
[2] vanguardstem
[2] stemteenth
[2] researchculture

Top Hashtags in Tweet in G2:
[5] blackintheivory
[2] blackinacademia
[1] blackinneuro
[1] blackmaleinstem
[1] parent
[1] firstgen
[1] biinsci
[1] blackinstem
[1] academicchatter
[1] universities

Top Hashtags in Tweet in G3:
[27] blackintheivory
[8] academictwitter
[6] blackinstem
[6] scarboroughcharter
[6] racism
[4] allyship
[4] antiracistsc
[3] womeninstem
[2] blackandstem
[2] academicchatter

Top Hashtags in Tweet in G4:
[13] blackintheivory
[5] givingtuesday
[2] opticaambassador
[2] optics
[2] hbcugrad
[1] sistahscholars
[1] blackonthemarket
[1] blackinmh
[1] firstgen
[1] psychtwitter

Top Hashtags in Tweet in G5:
[2] blackintheivory
[1] academictwitter

Top Hashtags in Tweet in G6:
[6] blackintheivory
[4] academictwitter
[3] blm
[2] academicchatter

Top Hashtags in Tweet in G7:
[12] blackintheivory
[2] blm
[1] blacktwitter
[1] blackhair
[1] blackwomen
[1] hair
[1] ivorytower
[1] academia
[1] bospoli
[1] boston

Top Hashtags in Tweet in G8:
[22] blackintheivory
[6] medievaltwitter
[1] blackinstem
[1] stemeducation

Top Hashtags in Tweet in G9:
[1] blackintheivory
[1] blackgeographies
[1] latinxgeog
[1] hbcubuzz

Top Hashtags in Tweet in G10:
[8] allyship
[1] blackintheivory
[1] womeninmedicine

Top Words
Top Words in Tweet in Entire Graph:
[155] #blackintheivory
[89] black
[56] braincures
[40] blackintheivory
[36] jeremyfarrar
[29] year
[27] do_kinder
[27] this0499154500
[24] work
[24] student

Top Words in Tweet in G1:
[20] jeremyfarrar
[17] braincures
[14] #blackintheivory
[11] ukri_ceo
[11] thepeopleshubuk
[10] wellcometrust
[10] michelle_cruk
[10] evidencebase_im
[10] petejacksongmp
[10] rossthomson26

Top Words in Tweet in G2:
[16] braincures
[10] jeremyfarrar
[9] suzanne_garrett
[8] ukri_ceo
[8] thepeopleshubuk
[8] rossthomson26
[7] michelle_cruk
[7] evidencebase_im
[7] petejacksongmp
[5] #blackintheivory

Top Words in Tweet in G3:
[27] #blackintheivory
[23] braincures
[22] this0499154500
[17] nodexl
[17] do_kinder
[11] blackintheivory
[9] gemnetworkuon
[9] position
[8] academicchatter
[8] #academictwitter

Top Words in Tweet in G4:
[37] black
[24] blackintheivory
[20] bless
[19] student
[19] re
[18] graduate
[15] grad
[13] closing
[13] year
[13] dec

Top Words in Tweet in G5:
[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 G6:
[7] professorisin
[7] white
[6] near
[6] end
[6] 2021
[6] wonder
[6] much
[6] anything
[6] changed
[6] campuses

Top Words in Tweet in G7:
[12] #blackintheivory
[3] over
[2] #blm
[2] colleagues
[2] black
[2] self

Top Words in Tweet in G8:
[22] #blackintheivory
[18] field
[16] isasaxonists
[11] being
[10] black
[6] racism
[6] having
[6] ready
[6] #medievaltwitter
[6] time

Top Words in Tweet in G9:
[3] tt
[3] faculty
[3] position
[3] penn
[3] state
[3] geography
[3] open
[3] scholars
[3] studying
[3] issues

Top Words in Tweet in G10:
[8] thread
[8] tangible
[8] example
[8] active
[8] #allyship
[8] putting
[8] one
[8] social
[8] capital
[8] line

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] black,graduate
[20] #blackintheivory,nodexl
[20] nodexl,braincures
[19] jeremyfarrar,michelle_cruk
[19] michelle_cruk,ukri_ceo
[19] ukri_ceo,evidencebase_im
[19] evidencebase_im,thepeopleshubuk
[19] thepeopleshubuk,petejacksongmp
[19] petejacksongmp,rossthomson26
[19] rossthomson26,suzanne_garrett

Top Word Pairs in Tweet in G1:
[10] jeremyfarrar,wellcometrust
[10] jeremyfarrar,michelle_cruk
[10] michelle_cruk,ukri_ceo
[10] ukri_ceo,evidencebase_im
[10] evidencebase_im,thepeopleshubuk
[10] thepeopleshubuk,petejacksongmp
[10] petejacksongmp,rossthomson26
[10] rossthomson26,suzanne_garrett
[8] braincures,jeremyfarrar
[7] universitiesuk,wb_uk

Top Word Pairs in Tweet in G2:
[7] braincures,jeremyfarrar
[7] jeremyfarrar,michelle_cruk
[7] michelle_cruk,ukri_ceo
[7] ukri_ceo,evidencebase_im
[7] evidencebase_im,thepeopleshubuk
[7] thepeopleshubuk,petejacksongmp
[7] petejacksongmp,rossthomson26
[7] rossthomson26,suzanne_garrett
[3] doc_tmp,brenda_king_mbe
[3] brenda_king_mbe,katherinefugate

Top Word Pairs in Tweet in G3:
[17] #blackintheivory,nodexl
[17] nodexl,braincures
[11] braincures,do_kinder
[11] this0499154500,#blackintheivory
[8] do_kinder,academicchatter
[8] academicchatter,this0499154500
[8] seeking,diverse
[8] diverse,applicants
[8] lecturer,position
[6] top,hashtags

Top Word Pairs in Tweet in G4:
[19] bless,black
[18] black,graduate
[18] graduate,student
[15] black,grad
[14] re,black
[13] student,closing
[13] closing,year
[13] year,dec
[13] dec,26th
[13] 26th,re

Top Word Pairs in Tweet in G5:
[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 G6:
[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 G7:
[2] over,over

Top Word Pairs in Tweet in G8:
[7] isasaxonists,#blackintheivory
[6] ready,#medievaltwitter
[6] #medievaltwitter,time
[6] time,listen
[6] listen,understand
[6] understand,black
[6] black,field
[5] isasaxonists,ready
[4] being,reported
[4] reported,university

Top Word Pairs in Tweet in G9:
[3] tt,faculty
[3] faculty,position
[3] position,penn
[3] penn,state
[3] state,geography
[3] geography,open
[3] open,scholars
[3] scholars,studying
[3] studying,issues
[3] issues,race

Top Word Pairs in Tweet in G10:
[8] thread,tangible
[8] tangible,example
[8] example,active
[8] active,#allyship
[8] #allyship,putting
[8] putting,one
[8] one,social
[8] social,capital
[8] capital,line
[8] line,support

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@braincures
@blackintheivory
@jeremyfarrar
@do_kinder
@ukri_ceo
@thepeopleshubuk
@suzanne_garrett
@rossthomson26
@michelle_cruk
@evidencebase_im

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

Top Mentioned in G2:
@braincures
@jeremyfarrar
@suzanne_garrett
@ukri_ceo
@thepeopleshubuk
@rossthomson26
@michelle_cruk
@evidencebase_im
@petejacksongmp
@m

Top Mentioned in G3:
@braincures
@do_kinder
@this0499154500
@blackintheivory
@gemnetworkuon
@academicchatter
@nathan_andrews1
@b0tsci
@jeremyfarrar

Top Mentioned in G4:
@blackintheivory
@thebsci
@evawoodwardphd
@smithso
@drguiton
@mjwilliamsphd
@smithsonianlab
@apa

Top Mentioned in G5:
@drneblett
@drscarter1
@ncfdd
@sradolescence
@psychscience
@emergadulthd
@drjocelynsmith
@hopespsychology
@tenelewis2

Top Mentioned in G6:
@professorisin
@academicchatter
@drollins_
@katebellows
@chronicle
@howarduniv
@uw
@jaycdoesid
@uf
@zanetamarie

Top Mentioned in G8:
@isasaxonists
@tanadjoseph

Top Mentioned in G9:
@sherlocksniece
@theaag
@popassocamerica
@sacnas
@naisa__
@aihec
@aahheorg
@naccsorg
@aabheorg

Top Mentioned in G10:
@namd4kids

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

Top Tweeters in G1:
@independent
@guardian
@marting8177
@bbcnews
@nicochan33
@doctorow
@tristramwyatt
@laserhaas01
@fizah_alias
@ojibray

Top Tweeters in G2:
@rosenchild
@googleexpertuk
@drumeshprabhu
@rossthomson26
@chabis_ch
@pythonroboto
@hrw
@proftimnoakes
@scicommbot
@reddit

Top Tweeters in G3:
@jfsebastian146
@botfemale
@academicchatter
@b0tsci
@davidudale
@womeninstemsa
@christineyh
@wellcometrust
@tz523
@ucu

Top Tweeters in G4:
@justcallmekourt
@ethrebmajg
@littlebitk_reyn
@kaelyn_sanders
@kristindownie
@chinyereosuji
@_classycan
@joannanelsonphd
@sierralashae__
@moeshamarx

Top Tweeters in G5:
@drthema
@psychscience
@blackinmh
@ncfdd
@sradolescence
@hopespsychology
@drneblett
@drjocelynsmith
@spalabwesleyan
@tenelewis2

Top Tweeters in G6:
@cipherequality
@chronicle
@uf
@professorisin
@uw
@drlizaparicio
@jaycdoesid
@katebellows
@indiarjohnson
@drollins_

Top Tweeters in G7:
@usnehal
@girlact75
@melietcetera
@profgabrielle
@famdoc_forest
@vivianlaughlin
@chemtaimungo
@hada
@ma
@proftsearles

Top Tweeters in G8:
@canadian_errant
@admiralhip
@tanadjoseph
@isasaxonists
@drdadabhoy
@spladayum
@davidjonfuller
@ancientlitdude
@ladyterpsichore
@empiricalonly

Top Tweeters in G9:
@sacnas
@theaag
@joshgeog
@popassocamerica
@aahheorg
@sherlocksniece
@aihec
@aabheorg
@naisa__
@naccsorg

Top Tweeters in G10:
@kilmosnaps
@in_stemm
@knastymike
@boysek
@thewordsaremaps
@thesangcafe
@namd4kids
@drsemirrabayan


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