#BlackInTheIvory, Twitter, 12/12/2021 11:36:57 AM, 268168


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#BlackInTheIvory_2021-12-12_00-22-09.xlsx
#BlackInTheIvory_2021-12-12_00-22-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 12, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3rUKOc9
@braincures
@do_kinder
@this0499154500
@blackintheivory
@professorisin
@isasaxonists
@academicchatter
@b0tsci
@namd4kids
@drlitnerd

Top hashtags:
#blackintheivory
#academictwitter
#allyship
#blackinstem
#blackinneuro

Description:
Description
The graph represents a network of 453 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, 12 December 2021 at 08:22 UTC.

The requested start date was Sunday, 12 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 29-day, 10-hour, 1-minute period from Friday, 12 November 2021 at 01:40 UTC to Saturday, 11 December 2021 at 11:41 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 : 453
Unique Edges : 319
Edges With Duplicates : 979
Total Edges : 1298
Number of Edge Types : 5
Retweet : 188
MentionsInRetweet : 526
Mentions : 512
Tweet : 58
Replies to : 14
Self-Loops : 86
Reciprocated Vertex Pair Ratio : 0.0221465076660988
Reciprocated Edge Ratio : 0.0433333333333333
Connected Components : 38
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 348
Maximum Edges in a Connected Component : 1137
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.845934
Graph Density : 0.00293031706030593
Modularity : 0.337539
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 453 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, 12 December 2021 at 08:22 UTC.

The requested start date was Sunday, 12 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 29-day, 10-hour, 1-minute period from Friday, 12 November 2021 at 01:40 UTC to Saturday, 11 December 2021 at 11:41 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
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266155
[2] https://blackintheivory.net/

Top URLs in Tweet in G1:
[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/do_kinder/status/1463072358487531527
[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://twitter.com/academicchatter/status/1269684595173326848?s=21
[1] https://www.theguardian.com/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267028
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267110

Top URLs in Tweet in G3:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[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=266737
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267110
[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://twitter.com/tinalasisi/status/1270041324159369216

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

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

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:
[23] nodexlgraphgallery.org
[8] chronicle.com
[2] twitter.com
[1] blackintheivory.net
[1] blackengineeringphd.org

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:
[5] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[165] blackintheivory
[22] academictwitter
[14] allyship
[13] blackinstem
[9] blackinneuro
[9] firstgen
[9] academicchatter
[8] racism
[8] blm
[8] phdlife



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

Top Hashtags in Tweet in G2:
[5] blackintheivory
[2] blackinacademia
[1] blackinstem
[1] academicchatter
[1] universities
[1] ukuniversity
[1] professors
[1] blackstudents
[1] racialharassment
[1] universitiesuk

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

Top Hashtags in Tweet in G4:
[12] blackintheivory
[5] givingtuesday
[2] opticaambassador
[2] optics
[2] hbcugrad
[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:
[11] blackintheivory
[1] blacktwitter
[1] blackhair
[1] blackwomen
[1] hair
[1] ivorytower
[1] academia
[1] bospoli
[1] boston
[1] blm

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:
[4] blackintheivory

Top Words
Top Words in Tweet in Entire Graph:
[165] #blackintheivory
[88] black
[58] braincures
[45] blackintheivory
[37] this0499154500
[33] do_kinder
[32] jeremyfarrar
[29] year
[26] nodexl
[25] work

Top Words in Tweet in G1:
[19] jeremyfarrar
[16] braincures
[14] #blackintheivory
[11] ukri_ceo
[11] thepeopleshubuk
[10] michelle_cruk
[10] evidencebase_im
[10] petejacksongmp
[10] rossthomson26
[10] suzanne_garrett

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:
[37] #blackintheivory
[32] this0499154500
[26] braincures
[23] nodexl
[23] do_kinder
[17] blackintheivory
[16] position
[14] #allyship
[12] namd4kids
[11] drlitnerd

Top Words in Tweet in G4:
[34] black
[23] blackintheivory
[20] bless
[19] re
[19] student
[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:
[11] #blackintheivory
[3] over
[3] white
[2] part
[2] academia
[2] today
[2] colleagues
[2] black
[2] people

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:
[6] committee
[4] #blackintheivory
[3] bronwyncarlson
[3] being
[3] offered
[3] seat
[3] diversity
[3] applied
[3] research
[2] indigstudiesmq

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

Top Word Pairs in Tweet in G1:
[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
[9] jeremyfarrar,wellcometrust
[8] braincures,jeremyfarrar
[6] 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] braincures,do_kinder
[3] doc_tmp,brenda_king_mbe

Top Word Pairs in Tweet in G3:
[23] #blackintheivory,nodexl
[23] nodexl,braincures
[17] braincures,do_kinder
[15] this0499154500,#blackintheivory
[9] thread,tangible
[9] tangible,example
[9] example,active
[9] active,#allyship
[9] #allyship,putting
[9] putting,one

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
[2] white,people

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:
[3] #blackintheivory,being
[3] being,offered
[3] offered,seat
[3] seat,diversity
[3] diversity,committee
[3] committee,applied
[3] applied,research
[3] research,committee
[2] bronwyncarlson,#blackintheivory

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@braincures
@blackintheivory
@do_kinder
@jeremyfarrar
@this0499154500
@ukri_ceo
@thepeopleshubuk
@suzanne_garrett
@rossthomson26
@michelle_cruk

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

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
@namd4kids
@drlitnerd
@academicchatter
@gemnetworkuon
@nathan_andrews1

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:
@bronwyncarlson
@indigstudiesmq
@sandyosullivan
@trisjkennedy

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

Top Tweeters in G1:
@independent
@guardian
@googleexpertuk
@marting8177
@bbcnews
@nicochan33
@drumeshprabhu
@doctorow
@tristramwyatt
@laserhaas01

Top Tweeters in G2:
@rosenchild
@botfemale
@rossthomson26
@chabis_ch
@pythonroboto
@hrw
@proftimnoakes
@scicommbot
@essepeidinho
@marikasboros

Top Tweeters in G3:
@jfsebastian146
@academicchatter
@kilmosnaps
@b0tsci
@in_stemm
@knastymike
@boysek
@davidudale
@womeninstemsa
@thewordsaremaps

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:
@girlact75
@melietcetera
@profgabrielle
@famdoc_forest
@vivianlaughlin
@chemtaimungo
@hada
@ma
@nomadalist
@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:
@sandyosullivan
@boramaroolong
@bronwyncarlson
@indigstudiesmq
@gawaian77
@trisjkennedy
@indigfutures


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