#BlackInTheIvory, Twitter, 12/4/2021 9:11:32 AM, 267492


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#BlackInTheIvory_2021-12-04_00-36-01.xlsx
#BlackInTheIvory_2021-12-04_00-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 04, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3lyNckZ
@braincures
@do_kinder
@this0499154500
@blackintheivory
@academicchatter
@namd4kids
@professorisin
@drlitnerd
@b0tsci
@nathan_andrews1

Top hashtags:
#blackintheivory
#academictwitter
#blackinstem
#allyship

Description:
Description
The graph represents a network of 439 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, 04 December 2021 at 08:36 UTC.

The requested start date was Saturday, 04 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, 44-minute period from Thursday, 04 November 2021 at 01:29 UTC to Thursday, 02 December 2021 at 21:13 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 : 439
Unique Edges : 347
Edges With Duplicates : 936
Total Edges : 1283
Number of Edge Types : 5
MentionsInRetweet : 550
Mentions : 495
Replies to : 10
Retweet : 173
Tweet : 55
Self-Loops : 82
Reciprocated Vertex Pair Ratio : 0.0213464696223317
Reciprocated Edge Ratio : 0.0418006430868167
Connected Components : 32
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 320
Maximum Edges in a Connected Component : 1059
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.675419
Graph Density : 0.00323483217357839
Modularity : 0.351583
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 439 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, 04 December 2021 at 08:36 UTC.

The requested start date was Saturday, 04 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, 44-minute period from Thursday, 04 November 2021 at 01:29 UTC to Thursday, 02 December 2021 at 21:13 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://jobs.chronicle.com/job/403114/lecturer-of-biology-3321/
[2] https://blackintheivory.net/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266155
[2] https://thewalrus.ca/black-in-the-ivory-tower/
[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://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://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/KimTommy92/status/1357540520881487872
[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://www.theguardian.com/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents
[1] https://twitter.com/academicchatter/status/1269684595173326848?s=21

Top URLs in Tweet in G3:
[6] 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=267110
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266211
[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://www.blackengineeringphd.org/post/fear-fuel-and-fire-black-stem-doctoral-students-career-decisions-during-the-trump-presidency

Top URLs in Tweet in G4:
[1] https://twitter.com/MelissaUpton7/status/1457781801926029322

Top URLs in Tweet in G5:
[1] https://blackintheivory.net/
[1] https://blackintheivory.net/bless-a-black-graduate
[1] https://learninglab.si.edu/collections/i-am-psyched-virtual-exhibit/z32BDp9gEY16yORs#r/

Top URLs in Tweet in G6:
[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 G8:
[1] https://twitter.com/tinalasisi/status/1270041324159369216

Top URLs in Tweet in G9:
[1] https://www.chronicle.com/article/it-just-felt-wrong-u-of-florida-faculty-say-political-fears-stalled-an-initiative-on-race
[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/

Top Domains
Top Domains in Tweet in Entire Graph:
[20] nodexlgraphgallery.org
[18] twitter.com
[10] chronicle.com
[3] nature.com
[3] blackintheivory.net
[2] theguardian.com
[2] thewalrus.ca
[2] blackengineeringphd.org
[1] theprofessorisin.com
[1] sheridanlawfirm.com

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

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

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

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[2] blackintheivory.net
[1] si.edu

Top Domains in Tweet in G6:
[1] myworkdayjobs.com

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

Top Domains in Tweet in G9:
[2] chronicle.com
[1] sheridanlawfirm.com
[1] theprofessorisin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[145] blackintheivory
[19] academictwitter
[12] blackinstem
[12] allyship
[9] blackinneuro
[9] firstgen
[9] academicchatter
[9] phdlife
[8] womeninstem
[8] racism



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

Top Hashtags in Tweet in G2:
[2] blackintheivory
[1] blackstudents
[1] racialharassment
[1] universitiesuk
[1] whitestudents
[1] endracism
[1] sdgs
[1] sdg4
[1] sdg8
[1] sdg16

Top Hashtags in Tweet in G3:
[32] blackintheivory
[8] academictwitter
[7] blackinstem
[5] womeninstem
[4] allyship
[4] antiracistsc
[2] blackinneuro
[2] blackandstem
[2] academicchatter
[2] lgbtstem

Top Hashtags in Tweet in G4:
[1] blackintheivory
[1] whatadoctorlookslike
[1] diversityandinclusion
[1] teambwmc

Top Hashtags in Tweet in G5:
[12] blackintheivory
[5] givingtuesday
[1] sistahscholars
[1] blackonthemarket
[1] blackinmh
[1] firstgen
[1] psychtwitter

Top Hashtags in Tweet in G6:
[1] blackintheivory
[1] blackgeographies
[1] latinxgeog
[1] hbcubuzz

Top Hashtags in Tweet in G7:
[21] blackintheivory
[6] medievaltwitter

Top Hashtags in Tweet in G8:
[8] allyship
[1] blackintheivory
[1] womeninmedicine

Top Hashtags in Tweet in G9:
[4] blackintheivory
[3] academictwitter
[1] academicchatter
[1] blm

Top Hashtags in Tweet in G10:
[4] blackintheivory

Top Words
Top Words in Tweet in Entire Graph:
[145] #blackintheivory
[68] black
[55] braincures
[35] jeremyfarrar
[29] blackintheivory
[27] this0499154500
[26] do_kinder
[23] ukri_ceo
[23] thepeopleshubuk
[23] suzanne_garrett

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

Top Words in Tweet in G2:
[10] braincures
[8] jeremyfarrar
[6] wellcometrust
[5] universitiesuk
[5] wb_uk
[5] whistleuk
[5] awhistleblowing
[5] universityappg
[5] appgstudents
[5] ucu

Top Words in Tweet in G3:
[32] #blackintheivory
[29] braincures
[26] this0499154500
[19] nodexl
[19] do_kinder
[11] blackintheivory
[10] academicchatter
[9] jeremyfarrar
[9] michelle_cruk
[9] ukri_ceo

Top Words in Tweet in G4:
[3] more
[3] follow
[3] dei
[3] teambmwc
[3] theblackcaucus
[3] sb3s_org
[3] bmhedu
[3] blackmenintech
[3] snma
[3] drkene

Top Words in Tweet in G5:
[13] blackintheivory
[13] black
[12] #blackintheivory
[8] student
[8] great
[7] blackademics
[7] market
[7] right
[7] know
[6] bless

Top Words in Tweet in G6:
[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 G7:
[21] #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:
[8] thread
[8] tangible
[8] example
[8] active
[8] #allyship
[8] putting
[8] one
[8] social
[8] capital
[8] line

Top Words in Tweet in G9:
[4] #blackintheivory
[3] #academictwitter
[3] academicchatter
[3] uw
[2] still
[2] students
[2] tacoma
[2] work

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:
[21] jeremyfarrar,michelle_cruk
[21] michelle_cruk,ukri_ceo
[21] ukri_ceo,evidencebase_im
[21] evidencebase_im,thepeopleshubuk
[21] thepeopleshubuk,petejacksongmp
[21] petejacksongmp,rossthomson26
[21] rossthomson26,suzanne_garrett
[20] #blackintheivory,nodexl
[20] nodexl,braincures
[19] braincures,jeremyfarrar

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
[8] jeremyfarrar,wellcometrust
[8] braincures,jeremyfarrar
[6] universitiesuk,wb_uk

Top Word Pairs in Tweet in G2:
[5] braincures,universitiesuk
[5] universitiesuk,wb_uk
[5] wb_uk,whistleuk
[5] whistleuk,awhistleblowing
[5] awhistleblowing,universityappg
[5] universityappg,appgstudents
[5] appgstudents,ucu
[5] ucu,jeremyfarrar
[5] jeremyfarrar,wellcometrust
[5] wellcometrust,ukri_ce

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

Top Word Pairs in Tweet in G4:
[3] more,follow
[3] follow,dei
[3] dei,teambmwc
[3] teambmwc,theblackcaucus
[3] theblackcaucus,sb3s_org
[3] sb3s_org,bmhedu
[3] bmhedu,blackmenintech
[3] blackmenintech,snma
[3] snma,drkene
[3] drkene,drraymd

Top Word Pairs in Tweet in G5:
[6] bless,black
[6] many,blackademics
[6] blackademics,market
[6] market,right
[6] right,lot
[6] lot,handle
[6] handle,esp
[6] esp,teaching
[6] teaching,researching
[5] #givingtuesday,#blackintheivory

Top Word Pairs in Tweet in G6:
[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 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:
[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 Word Pairs in Tweet in G9:
[3] #academictwitter,academicchatter
[2] uw,tacoma

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
@jeremyfarrar
@blackintheivory
@do_kinder
@ukri_ceo
@thepeopleshubuk
@suzanne_garrett
@rossthomson26
@michelle_cruk
@evidencebase_im

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

Top Mentioned in G2:
@braincures
@jeremyfarrar
@wellcometrust
@universitiesuk
@wb_uk
@whistleuk
@awhistleblowing
@universityappg
@appgstudents
@ucu

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

Top Mentioned in G4:
@teambmwc
@theblackcaucus
@sb3s_org
@bmhedu
@blackmenintech
@snma
@drkene
@drraymd
@bwegegen
@melissaupton7

Top Mentioned in G5:
@blackintheivory
@evawoodwardphd
@smithso
@smithsonianlab
@apa

Top Mentioned in G6:
@sherlocksniece
@theaag
@popassocamerica
@sacnas
@naisa__
@aihec
@aahheorg
@naccsorg
@aabheorg

Top Mentioned in G7:
@isasaxonists

Top Mentioned in G8:
@namd4kids

Top Mentioned in G9:
@academicchatter
@uf
@katebellows
@chronicle
@howarduniv
@uw
@jaycdoesid

Top Mentioned in G10:
@bronwyncarlson
@indigstudiesmq
@sandyosullivan
@trisjkennedy

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@rosenchild
@jfsebastian146
@guardian
@googleexpertuk
@marting8177
@bbcnews
@nicochan33
@drumeshprabhu
@doctorow

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

Top Tweeters in G2:
@rosenchild
@jfsebastian146
@googleexpertuk
@drumeshprabhu
@botfemale
@chabis_ch
@hrw
@proftimnoakes
@reddit
@essepeidinho

Top Tweeters in G3:
@academicchatter
@rossthomson26
@b0tsci
@pythonroboto
@scicommbot
@womeninstemsa
@thepeopleshubuk
@soozaphone
@katherinefugate
@petejacksongmp

Top Tweeters in G4:
@drraymd
@theblackcaucus
@melissaupton7
@clinchemmd
@divadocsbos
@brow
@brownmedicine
@snma
@thatlabchick
@bmhedu

Top Tweeters in G5:
@ethrebmajg
@chinyereosuji
@joannanelsonphd
@apa
@kittyvscupcake
@drshardedavis
@jnnfrnhy
@afrogradchat
@smithsonianlab
@blackintheivory

Top Tweeters in G6:
@sacnas
@theaag
@joshgeog
@popassocamerica
@aahheorg
@sherlocksniece
@aihec
@aabheorg
@naisa__
@naccsorg

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

Top Tweeters in G8:
@kilmosnaps
@in_stemm
@knastymike
@boysek
@thewordsaremaps
@thesangcafe
@namd4kids
@drsemirrabayan

Top Tweeters in G9:
@chronicle
@uf
@professorisin
@uw
@jaycdoesid
@katebellows
@howarduniv

Top Tweeters in G10:
@sandyosullivan
@boramaroolong
@bronwyncarlson
@indigstudiesmq
@gawaian77
@trisjkennedy
@indigfutures


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