#BlackInTheIvory, Twitter, 12/18/2021 2:46:54 PM, 268555


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#BlackInTheIvory_2021-12-18_00-36-01.xlsx
#BlackInTheIvory_2021-12-18_00-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 18, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/329hUdr
@braincures
@briana_n_spivey
@blackintheivory
@this0499154500
@do_kinder
@nathan_andrews1
@b0tsci
@professorisin
@isasaxonists
@allyshipbot

Top hashtags:
#blackintheivory
#academictwitter
#blackinstem
#allyship

Description:
Description
The graph represents a network of 563 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, 18 December 2021 at 08:36 UTC.

The requested start date was Saturday, 18 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 28-day, 19-hour, 13-minute period from Thursday, 18 November 2021 at 02:44 UTC to Thursday, 16 December 2021 at 21:58 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 : 563
Unique Edges : 279
Edges With Duplicates : 1118
Total Edges : 1397
Number of Edge Types : 5
Retweet : 328
MentionsInRetweet : 572
Mentions : 430
Tweet : 54
Replies to : 13
Self-Loops : 78
Reciprocated Vertex Pair Ratio : 0.0163690476190476
Reciprocated Edge Ratio : 0.0322108345534407
Connected Components : 33
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 458
Maximum Edges in a Connected Component : 1231
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.405434
Graph Density : 0.00215861898952612
Modularity : 0.403245
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 563 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, 18 December 2021 at 08:36 UTC.

The requested start date was Saturday, 18 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 28-day, 19-hour, 13-minute period from Thursday, 18 November 2021 at 02:44 UTC to Thursday, 16 December 2021 at 21:58 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://www.blackengineeringphd.org/post/afrofuturism-reimaging-stem-for-urban-learners
[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://www.youtube.com/watch?v=fKH5_ZgWtow&feature=youtu.be

[2] https://blackintheivory.net/bless-a-black-graduate

Top URLs in Tweet in G1:
[1] https://twitter.com/do_kinder/status/1463072358487531527
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267028
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267110
[1] https://twitter.com/elizabhinton/status/1269794165262516224

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

Top URLs in Tweet in G3:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[5] https://jobs.chronicle.com/job/391376/lecturer-of-biology-anatomy-and-physiology/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267028
[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/
[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
[1] https://twitter.com/academicchatter/status/1269684595173326848?s=21
[1] https://twitter.com/drarunverma/status/1469804859943751685

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://www.blackengineeringphd.org/post/the-correlation-between-undergraduate-student-diversity
[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 G5:
[1] https://www.careers.ualberta.ca/Competition/A100146954/
[1] https://twitter.com/UNBC/status/1461384618729345026

Top URLs in Tweet in G7:
[1] https://twitter.com/KimTommy92/status/1357540520881487872

Top URLs in Tweet in G8:
[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 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/doc_thoughts/status/1464217836830830592
[1] https://twitter.com/drbrittanij/status/1466935053989163016
[1] https://twitter.com/ChemtaiMungo/status/1467200039625842688

Top Domains
Top Domains in Tweet in Entire Graph:
[20] twitter.com
[19] nodexlgraphgallery.org
[9] chronicle.com
[6] blackengineeringphd.org
[3] thewalrus.ca
[2] nature.com
[2] youtube.com
[2] theprofessorisin.com
[2] blackintheivory.net
[1] medium.com

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

Top Domains in Tweet in G2:
[1] twitter.com

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

Top Domains in Tweet in G4:
[5] blackengineeringphd.org
[2] blackintheivory.net
[1] twitter.com
[1] si.edu

Top Domains in Tweet in G5:
[1] ualberta.ca
[1] twitter.com

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

Top Domains in Tweet in G8:
[2] theprofessorisin.com
[1] sheridanlawfirm.com
[1] chronicle.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[153] blackintheivory
[18] academictwitter
[15] blackinstem
[14] allyship
[9] blacklivesmatter
[9] blackinneuro
[9] firstgen
[9] academicchatter
[8] racism
[7] blm



Top Hashtags in Tweet in G1:
[11] blackintheivory
[4] blacklivesmatter
[3] blm
[3] womeninstem
[2] researchculture
[2] reimagineresearch
[2] racisminstem
[2] racism
[2] blackandstem
[2] scicomm

Top Hashtags in Tweet in G2:
[3] blackintheivory

Top Hashtags in Tweet in G3:
[29] blackintheivory
[7] blackinstem
[7] academictwitter
[6] allyship
[3] blackinastro
[3] academicchatter
[2] blackandstem
[2] lgbtstem
[2] blackacademics
[2] blackprofessor

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

Top Hashtags in Tweet in G5:
[6] 22kgold
[6] scarboroughcharter
[6] racism
[5] gift
[5] blackintheivory
[4] blacklivesmatter
[3] blackwomenmatters
[3] inclusionmatters
[3] blackisbeautiful
[3] blackcelebsbelike

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

Top Hashtags in Tweet in G7:
[22] blackintheivory
[6] medievaltwitter
[1] blackinstem
[1] stemeducation

Top Hashtags in Tweet in G8:
[5] blackintheivory
[3] academictwitter
[3] blm
[2] academicchatter

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

Top Hashtags in Tweet in G10:
[6] blackintheivory
[1] notcosigning
[1] thatpart
[1] blackinphysics
[1] blackinengineering
[1] blackinacademics

Top Words
Top Words in Tweet in Entire Graph:
[231] black
[162] graduate
[161] students
[153] #blackintheivory
[145] experiences
[144] essential
[140] briana_n_spivey
[140] understanding
[140] dismantling
[140] systems

Top Words in Tweet in G1:
[18] jeremyfarrar
[17] braincures
[12] ukri_ceo
[12] thepeopleshubuk
[11] #blackintheivory
[11] michelle_cruk
[11] evidencebase_im
[11] petejacksongmp
[11] rossthomson26
[11] suzanne_garrett

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

Top Words in Tweet in G3:
[29] this0499154500
[29] #blackintheivory
[24] braincures
[19] do_kinder
[17] nodexl
[11] academicchatter
[9] position
[9] blackintheivory
[8] seeking
[8] diverse

Top Words in Tweet in G4:
[34] black
[20] graduate
[19] bless
[19] student
[18] blackintheivory
[14] re
[14] grad
[13] #blackintheivory
[13] closing
[13] year

Top Words in Tweet in G5:
[21] black
[18] nathan_andrews1
[14] hey
[14] academics
[14] alma
[14] mater
[14] ualberta
[14] hiring
[14] 11
[14] faculty

Top Words in Tweet in G6:
[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 G7:
[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 G8:
[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 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] #blackintheivory
[3] white
[2] colleagues
[2] black
[2] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[162] black,graduate
[144] graduate,students
[142] experiences,black
[140] understanding,experiences
[140] students,essential
[140] essential,dismantling
[140] dismantling,systems
[140] systems,oppression
[139] briana_n_spivey,understanding
[130] oppression,exist

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

Top Word Pairs in Tweet in G2:
[142] black,graduate
[142] graduate,students
[138] understanding,experiences
[138] experiences,black
[138] students,essential
[138] essential,dismantling
[138] dismantling,systems
[138] systems,oppression
[137] briana_n_spivey,understanding
[128] oppression,exist

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

Top Word Pairs in Tweet in G4:
[20] black,graduate
[18] bless,black
[18] graduate,student
[14] re,black
[14] black,grad
[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:
[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 G7:
[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 G8:
[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 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:
[2] white,people

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@briana_n_spivey
@braincures
@blackintheivory
@do_kinder
@jeremyfarrar
@nathan_andrews1
@this0499154500
@isasaxonists
@academicchatter
@ualberta

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

Top Mentioned in G2:
@briana_n_spivey
@theempowerlab

Top Mentioned in G3:
@braincures
@do_kinder
@this0499154500
@academicchatter
@blackintheivory
@profwalline
@blackandstem
@gemnetworkuon
@namd4kids

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

Top Mentioned in G5:
@nathan_andrews1
@ualberta
@ungerjudith1
@unbc

Top Mentioned in G6:
@drneblett
@drscarter1
@ncfdd
@sradolescence
@psychscience
@emergadulthd
@drjocelynsmith
@hopespsychology
@tenelewis2

Top Mentioned in G7:
@isasaxonists
@tanadjoseph

Top Mentioned in G8:
@professorisin
@academicchatter
@drollins_
@uw
@jaycdoesid
@uf
@zanetamarie

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

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
@tristramwyatt
@laserhaas01

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

Top Tweeters in G3:
@botfemale
@academicchatter
@b0tsci
@hrw
@proftimnoakes
@reddit
@marikasboros
@truthsayerodet1
@do_kinder
@jesswade

Top Tweeters in G4:
@justcallmekourt
@littlebitk_reyn
@kaelyn_sanders
@kristindownie
@altffffff
@_classycan
@joannanelsonphd
@sierralashae__
@moeshamarx
@apa

Top Tweeters in G5:
@jfsebastian146
@davidudale
@christineyh
@drjkhokhar
@old_dusty_
@idek3339
@ualberta
@unbc
@numcog
@batsborealis

Top Tweeters in G6:
@drthema
@psychscience
@blackinmh
@ncfdd
@sradolescence
@hopespsychology
@drneblett
@drjocelynsmith
@spalabwesleyan
@tenelewis2

Top Tweeters in G7:
@canadian_errant
@admiralhip
@tanadjoseph
@isasaxonists
@drdadabhoy
@spladayum
@davidjonfuller
@ancientlitdude
@ladyterpsichore
@empiricalonly

Top Tweeters in G8:
@cipherequality
@uf
@professorisin
@uw
@drlizaparicio
@jaycdoesid
@indiarjohnson
@drollins_
@zanetamarie
@hannahtralka

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

Top Tweeters in G10:
@profgabrielle
@famdoc_forest
@vivianlaughlin
@chemtaimungo
@hada
@ma
@nomadalist
@proftsearles
@mara