#BlackInTheIvory, Twitter, 12/5/2021 8:42:33 AM, 267600


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#BlackInTheIvory_2021-12-05_00-22-09.xlsx
#BlackInTheIvory_2021-12-05_00-22-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 05, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/31z0dnq
@braincures
@do_kinder
@this0499154500
@blackintheivory
@academicchatter
@namd4kids
@professorisin
@drlitnerd
@b0tsci
@nathan_andrews1

Top hashtags:
#blackintheivory
#academictwitter
#allyship
#blackinstem

Description:
Description
The graph represents a network of 425 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, 05 December 2021 at 08:22 UTC.

The requested start date was Sunday, 05 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 26-day, 1-hour, 59-minute period from Saturday, 06 November 2021 at 19:13 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 : 425
Unique Edges : 336
Edges With Duplicates : 915
Total Edges : 1251
Number of Edge Types : 5
MentionsInRetweet : 537
Mentions : 489
Replies to : 10
Retweet : 165
Tweet : 50
Self-Loops : 76
Reciprocated Vertex Pair Ratio : 0.0185810810810811
Reciprocated Edge Ratio : 0.0364842454394693
Connected Components : 30
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 318
Maximum Edges in a Connected Component : 1053
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.665665
Graph Density : 0.00334628190899001
Modularity : 0.345502
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 425 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, 05 December 2021 at 08:22 UTC.

The requested start date was Sunday, 05 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 26-day, 1-hour, 59-minute period from Saturday, 06 November 2021 at 19:13 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

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://twitter.com/nusl/status/1459132622446149648
[1] https://twitter.com/MSNBC/status/1459589658011127816
[1] https://twitter.com/doc_thoughts/status/1464217836830830592

Top URLs in Tweet in G10:
[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
[1] theprofessorisin.com
[1] sheridanlawfirm.com
[1] blackengineeringphd.org

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
[1] blackintheivory.net
[1] blackengineeringphd.org

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:
[3] twitter.com

Top Domains in Tweet in G10:
[2] chronicle.com
[1] sheridanlawfirm.com
[1] theprofessorisin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[137] blackintheivory
[18] academictwitter
[12] allyship
[11] blackinstem
[9] blackinneuro
[9] firstgen
[9] academicchatter
[8] racism
[8] phdlife
[7] strike4blacklives



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:
[29] blackintheivory
[8] academictwitter
[6] blackinstem
[4] allyship
[4] antiracistsc
[3] womeninstem
[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:
[20] blackintheivory
[6] medievaltwitter

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

Top Hashtags in Tweet in G9:
[8] blackintheivory
[1] blacktwitter
[1] blackhair
[1] blackwomen
[1] hair
[1] ivorytower
[1] academia
[1] bospoli
[1] boston
[1] blm

Top Hashtags in Tweet in G10:
[4] blackintheivory
[3] academictwitter
[1] academicchatter
[1] blm

Top Words
Top Words in Tweet in Entire Graph:
[137] #blackintheivory
[63] 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:
[29] braincures
[29] #blackintheivory
[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:
[20] #blackintheivory
[18] field
[16] isasaxonists
[11] being
[9] 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:
[8] #blackintheivory
[3] over
[2] colleagues

Top Words in Tweet in G10:
[4] #blackintheivory
[3] #academictwitter
[3] academicchatter
[3] uw
[2] still
[2] students
[2] tacoma
[2] work

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:
[2] over,over

Top Word Pairs in Tweet in G10:
[3] #academictwitter,academicchatter
[2] uw,tacoma

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 G10:
@academicchatter
@uf
@katebellows
@chronicle
@howarduniv
@uw
@jaycdoesid

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:
@girlact75
@melietcetera
@profgabrielle
@vivianlaughlin
@proftsearles
@ungerjudith1
@rbc98292025
@shawntaemitchum

Top Tweeters in G10:
@chronicle
@uf
@professorisin
@uw
@jaycdoesid
@katebellows
@howarduniv


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