#BlackInTheIvory, Twitter, 2/16/2022 8:20:23 AM, 271725


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#BlackInTheIvory_2022-02-16_00-16-01.xlsx
#BlackInTheIvory_2022-02-16_00-16-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 16, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/33tSgBi
@braincures
@blackintheivory
@this0499154500
@do_kinder
@cclaremdmph
@bluehatcomics85
@academicchatter
@professorisin
@b0tsci
@joelbabdor

Top hashtags:
#blackintheivory
#bhm
#blackhistorymonth
#mlkday
#bhmmac2022

Description:
Description
The graph represents a network of 517 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 Wednesday, 16 February 2022 at 08:16 UTC.

The requested start date was Wednesday, 16 February 2022 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, 6-hour, 34-minute period from Monday, 17 January 2022 at 07:25 UTC to Tuesday, 15 February 2022 at 14:00 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 : 517
Unique Edges : 494
Edges With Duplicates : 911
Total Edges : 1405
Number of Edge Types : 5
Retweet : 259
MentionsInRetweet : 615
Mentions : 466
Replies to : 13
Tweet : 52
Self-Loops : 63
Reciprocated Vertex Pair Ratio : 0.0336927223719677
Reciprocated Edge Ratio : 0.0651890482398957
Connected Components : 34
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 361
Maximum Edges in a Connected Component : 872
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.37331
Graph Density : 0.00287511432983971
Modularity : 0.453723
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 517 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 Wednesday, 16 February 2022 at 08:16 UTC.

The requested start date was Wednesday, 16 February 2022 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, 6-hour, 34-minute period from Monday, 17 January 2022 at 07:25 UTC to Tuesday, 15 February 2022 at 14:00 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:
[5] https://www.youtube.com/watch?v=wxAZFq5G6Oo

[3] https://www.youtube.com/watch?v=vGg_bCaTLag

[2] https://twitter.com/DiversifyInPath/status/1491664664501137409
[2] https://twitter.com/rfentonmd/status/1486342500486991874
[2] https://www.youtube.com/watch?v=g50gTLtaNuM

[1] https://www.science.mcmaster.ca/ees/component/comprofiler/userprofile/couliba.html?Itemid=351
[1] https://dailynews.mcmaster.ca/articles/mcmaster-student-affairs-appoints-inaugural-manager-of-black-student-success/
[1] https://www.theguardian.com/uk-news/2022/jan/21/scotlands-first-black-professor-accuses-edinburgh-academics-of-racism
[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

Top URLs in Tweet in G1:
[1] https://www.theguardian.com/uk-news/2022/jan/21/scotlands-first-black-professor-accuses-edinburgh-academics-of-racism
[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://www.nature.com/articles/d41586-020-01883-8?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&sf235454862=1
[1] https://twitter.com/minniescientist/status/1487620306701279234
[1] https://twitter.com/lildocd/status/1486195255225556994

Top URLs in Tweet in G2:
[1] https://www.theguardian.com/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents

Top URLs in Tweet in G3:
[1] https://www.science.mcmaster.ca/ees/component/comprofiler/userprofile/couliba.html?Itemid=351
[1] https://www.eng.mcmaster.ca/people/faculty/jamal-deen#
[1] https://artsci.mcmaster.ca/former-director-dr-gary-warner-awarded-doctor-of-laws/
[1] https://fhs.mcmaster.ca/medsci/faculty/ofosu_frederick.html
[1] https://mira.mcmaster.ca/team/bio/lehana-thabane
[1] https://fhs.mcmaster.ca/medsci/faculty/nurse_colin.html
[1] https://experts.mcmaster.ca/display/mudavans
[1] https://www.biology.mcmaster.ca/fcl/daniel/web/
[1] https://ibhawoh.humanities.mcmaster.ca
[1] https://socialsciences.mcmaster.ca/people/kapiriri-lydia#biography

Top URLs in Tweet in G4:
[1] https://twitter.com/bacardisour/status/1488940262881579009
[1] https://www.pnas.org/content/119/2/e2113067119
[1] https://www.rit.edu/diversity/ffcep
[1] https://twitter.com/RFentonMD/status/1486342500486991874
[1] https://twitter.com/rfentonmd/status/1486342500486991874

Top URLs in Tweet in G5:
[2] https://twitter.com/DiversifyInPath/status/1491664664501137409

Top URLs in Tweet in G6:
[5] https://www.youtube.com/watch?v=wxAZFq5G6Oo

[3] https://www.youtube.com/watch?v=vGg_bCaTLag

[2] https://www.youtube.com/watch?v=g50gTLtaNuM

[1] https://twitter.com/public_archive/status/1491463482788569090
[1] https://twitter.com/DrPoorman/status/1356473186582294535
[1] https://twitter.com/ayshakhoury/status/1337109004238036992
[1] https://thetech.com/2021/11/22/free-expression-alumni-town-hall
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271464
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270270
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270481

Top URLs in Tweet in G8:
[1] https://www.chronicle.com/article/in-reversal-u-of-alabama-will-strip-ex-klansmans-name-from-campus-building
[1] https://www.chronicle.com/article/whos-missing-in-leadership-at-elite-colleges-women-of-color-a-new-report-finds
[1] https://www.chronicle.com/article/the-supreme-court-has-upheld-race-conscious-admissions-again-and-again-will-this-time-be-different
[1] https://www.chronicle.com/article/this-is-not-new-unsettled-by-threats-hbcus-reflect-on-a-long-history-of-racist-intimidation
[1] https://blog.ucsusa.org/science-blogger/taking-action-for-racial-justice-postdocs-at-yale-organize/

Top URLs in Tweet in G9:
[1] https://shmpublications.onlinelibrary.wiley.com/doi/full/10.1002/jhm.2691

Top URLs in Tweet in G10:
[1] https://twitter.com/EHinesPhD/status/1487228011640504322
[1] https://twitter.com/thurris/status/1485070086851411971

Top Domains
Top Domains in Tweet in Entire Graph:
[21] twitter.com
[13] mcmaster.ca
[11] youtube.com
[4] chronicle.com
[4] nodexlgraphgallery.org
[3] theguardian.com
[2] nature.com
[1] remotesensing-mcmaster.org
[1] linktr.ee
[1] google.com

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

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

Top Domains in Tweet in G3:
[13] mcmaster.ca
[1] google.com
[1] remotesensing-mcmaster.org

Top Domains in Tweet in G4:
[3] twitter.com
[1] pnas.org
[1] rit.edu

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G6:
[11] youtube.com
[4] nodexlgraphgallery.org
[3] twitter.com
[1] thetech.com
[1] bit.ly

Top Domains in Tweet in G8:
[4] chronicle.com
[1] ucsusa.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[152] blackintheivory
[105] bhm
[43] blackhistorymonth
[15] mlkday
[13] bhmmac2022
[9] masterclass
[8] academictwitter
[8] medtwitter
[8] firstgen
[8] blackhistory365



Top Hashtags in Tweet in G1:
[10] blackintheivory
[4] womeninstem
[3] racism
[3] blackinstem
[2] researchculture
[2] reimagineresearch
[2] racisminstem
[2] blacklivesmatter
[2] scicomm
[1] shutdownstem

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

Top Hashtags in Tweet in G3:
[101] bhm
[17] blackintheivory
[13] bhmmac2022
[8] blackhistorymonth
[1] blackexcellence

Top Hashtags in Tweet in G4:
[33] blackintheivory
[4] blackhistory365
[3] futurefaculty
[2] blackhistorymonth
[2] academics
[2] academictwitter
[2] blackwomeninmedicine
[1] blackonthemarket
[1] representationmatters
[1] blackintheworkspace

Top Hashtags in Tweet in G5:
[6] blackintheivory
[4] thursdayrelease
[1] blackhistorymonth
[1] dei
[1] podcast
[1] pathtwitter

Top Hashtags in Tweet in G6:
[23] blackintheivory
[8] blackhistorymonth
[6] messymarv
[6] nationaldjday
[5] graduate
[5] postdoc
[4] bhm
[4] blackademics
[4] blackhistory365
[4] feminist

Top Hashtags in Tweet in G7:
[11] blackintheivory
[8] firstgen
[7] blackhistorymonth
[1] blackscientists
[1] blackandstem
[1] blackinstem
[1] blackinimmuno
[1] blackinneuro
[1] photonicswest
[1] photonicswest2022

Top Hashtags in Tweet in G8:
[7] blackintheivory
[4] academictwitter
[2] blackwomeninmedicine
[1] hbcus
[1] blackwomeninstem
[1] medtwitter
[1] blackdoctors
[1] notonmycv
[1] scienceforjustice

Top Hashtags in Tweet in G9:
[1] blackintheivory
[1] visualabstract

Top Hashtags in Tweet in G10:
[3] antiracistsc
[3] blackintheivory
[2] scchat
[1] academicchatter
[1] highered
[1] counselored

Top Words
Top Words in Tweet in Entire Graph:
[152] #blackintheivory
[125] day
[110] profile
[109] black
[105] #bhm
[103] dr
[97] mcmasteru
[95] nathan_andrews1
[93] prof
[51] history

Top Words in Tweet in G1:
[13] jeremyfarrar
[10] #blackintheivory
[9] braincures
[7] wellcometrust
[7] ukri_ceo
[7] thepeopleshubuk
[6] universitiesuk
[6] racism
[6] michelle_cruk
[6] evidencebase_im

Top Words in Tweet in G2:
[6] braincures
[6] jeremyfarrar
[5] ukri_ceo
[5] rossthomson26
[4] michelle_cruk
[4] evidencebase_im
[4] thepeopleshubuk
[4] petejacksongmp
[4] suzanne_garrett
[4] do_kinder

Top Words in Tweet in G3:
[109] profile
[101] day
[101] #bhm
[97] mcmasteru
[95] nathan_andrews1
[92] dr
[92] prof
[44] research
[28] assoc
[22] interest

Top Words in Tweet in G4:
[33] #blackintheivory
[28] black
[27] blackintheivory
[14] grad
[13] history
[10] university
[10] students
[9] day
[9] honor
[9] amazing

Top Words in Tweet in G5:
[10] jp_reynoldsmd
[6] #blackintheivory
[4] shout
[4] big
[4] path
[4] bro
[4] sharing
[4] story
[4] #thursdayrelease
[3] bluehatcomics85

Top Words in Tweet in G6:
[23] #blackintheivory
[11] watch
[9] black
[9] orlandezjohnson
[8] #blackhistorymonth
[7] white
[6] ayshakhoury
[6] briana_n_spivey
[6] #messymarv
[6] #nationaldjday

Top Words in Tweet in G7:
[16] black
[15] history
[11] #blackintheivory
[11] check
[11] blackinoptics
[11] featured
[11] today's
[11] photonicswest
[11] show
[11] daily

Top Words in Tweet in G8:
[8] 25
[8] percent
[7] #blackintheivory
[5] academicchatter
[4] #academictwitter
[4] chronicle
[4] institution
[4] people
[4] color
[4] deans

Top Words in Tweet in G9:
[12] ask
[12] 'how
[12] '
[12] answer
[12] question
[12] simple
[12] fate
[11] jhospmedicine
[11] careeâ

Top Words in Tweet in G10:
[12] drrdmayes
[9] systems
[8] disrupt
[8] spaces
[8] universities
[8] theory
[8] hate
[8] practice
[8] saying
[5] grateful

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[101] #bhm,profile
[92] profile,dr
[86] nathan_andrews1,day
[63] day,#bhm
[28] assoc,prof
[23] prof,mcmasteru
[22] mcmasteru,interest
[20] innovative,research
[18] black,history
[16] assist,prof

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

Top Word Pairs in Tweet in G2:
[4] braincures,jeremyfarrar
[4] jeremyfarrar,michelle_cruk
[4] michelle_cruk,ukri_ceo
[4] ukri_ceo,evidencebase_im
[4] evidencebase_im,thepeopleshubuk
[4] thepeopleshubuk,petejacksongmp
[4] petejacksongmp,rossthomson26
[4] rossthomson26,suzanne_garrett
[3] littlelizs,quantumaephraim
[3] quantumaephraim,alberttenesa

Top Word Pairs in Tweet in G3:
[101] #bhm,profile
[92] profile,dr
[86] nathan_andrews1,day
[63] day,#bhm
[28] assoc,prof
[23] prof,mcmasteru
[22] mcmasteru,interest
[20] innovative,research
[16] assist,prof
[15] mcmasteru,examines

Top Word Pairs in Tweet in G4:
[9] honor,amazing
[9] amazing,black
[9] black,undergrad
[9] undergrad,grad
[9] grad,students
[9] students,make
[9] make,such
[9] such,significant
[9] significant,contributions
[9] contributions,university

Top Word Pairs in Tweet in G5:
[4] shout,big
[4] big,path
[4] path,bro
[4] bro,jp_reynoldsmd
[4] jp_reynoldsmd,sharing
[4] sharing,#blackintheivory
[4] #blackintheivory,story
[4] story,#thursdayrelease
[4] #thursdayrelease,jp_reynoldsmd
[3] bluehatcomics85,shout

Top Word Pairs in Tweet in G6:
[6] #messymarv,#nationaldjday
[5] #blackintheivory,nodexl
[5] nodexl,braincures
[5] braincures,this0499154500
[5] top,hashtags
[5] hashtags,#blackintheivory
[5] #graduate,#postdoc
[5] national,dj
[5] dj,day
[5] day,white

Top Word Pairs in Tweet in G7:
[11] check,blackinoptics
[11] blackinoptics,featured
[11] featured,today's
[11] today's,photonicswest
[11] photonicswest,show
[11] show,daily
[11] daily,see
[11] see,tonight
[11] tonight,30pm
[10] mjwilliamsphd,check

Top Word Pairs in Tweet in G8:
[8] 25,percent
[4] institution,25
[4] percent,people
[4] people,color
[4] color,deans
[4] deans,25
[4] percent,men
[3] #academictwitter,academicchatter
[3] professorisin,institution
[3] men,andr

Top Word Pairs in Tweet in G9:
[12] ask,'how
[12] 'how,'
[12] ',answer
[12] answer,question
[12] question,simple
[12] simple,fate
[11] jhospmedicine,ask
[11] fate,careeâ

Top Word Pairs in Tweet in G10:
[8] disrupt,spaces
[8] spaces,systems
[8] systems,universities
[8] universities,theory
[8] theory,hate
[8] hate,practice
[8] practice,saying
[7] drrdmayes,disrupt
[5] grateful,team
[5] team,ehinesphd

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mcmasteru
@nathan_andrews1
@blackintheivory
@braincures
@jeremyfarrar
@joelbabdor
@ukri_ceo
@thepeopleshubuk
@rossthomson26
@michelle_cruk

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

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

Top Mentioned in G3:
@mcmasteru
@nathan_andrews1
@bajanjules27
@mcmasterhas
@giazilo
@lmbuagbaw
@careercoach17
@ajesusjoseph
@alphaabebe

Top Mentioned in G4:
@blackintheivory
@itsrehema
@drredusmccoy
@faseborg
@facultyrecruit
@dlrdirector
@phdeez
@miarlowden
@docebill
@robclayrivers

Top Mentioned in G5:
@jp_reynoldsmd
@bluehatcomics85
@nicolejacksonmd
@atdeyrupmdphd
@melissaupton7
@melaninpathmd
@amhollomanmd
@thedoctorisill
@gtevaristomd
@01sth02

Top Mentioned in G6:
@orlandezjohnson
@ayshakhoury
@briana_n_spivey
@braincures
@this0499154500
@blackintheivory
@joelbabdor
@b0tsci
@professorisin
@usnehal

Top Mentioned in G7:
@blackinoptics
@photonicswest
@mjwilliamsphd
@blackinneuro
@glopez_924
@faseborg
@braincures
@jeremyfarrar
@michelle_cruk
@ukri_ceo

Top Mentioned in G8:
@academicchatter
@chronicle
@professorisin
@andr
@yale
@aileenilianaphd
@brown_e_points
@andreasilbert
@eosfoundation
@aauw

Top Mentioned in G9:
@jhospmedicine
@lashnolen
@gradydoctor
@drjrmarcelin
@michellebr00ks

Top Mentioned in G10:
@drrdmayes
@ehinesphd
@drdvega
@paulharris917

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@rosenchild
@jfsebastian146
@guardian
@googleexpertuk
@marting8177
@bbcnews
@bostonglobe
@nicochan33
@nytimes

Top Tweeters in G1:
@independent
@guardian
@marting8177
@bbcnews
@doctorow
@tristramwyatt
@carlark3
@laserhaas01
@fizah_alias
@b0tsci

Top Tweeters in G2:
@rosenchild
@googleexpertuk
@nicochan33
@drumeshprabhu
@botfemale
@chabis_ch
@rossthomson26
@proftimnoakes
@banishfgm
@scicommbot

Top Tweeters in G3:
@udadisi
@christineyh
@majorvinyl
@asek47
@kobesbaiden
@jamaticulus
@mcmasteru
@royal_college
@rosalesantulio
@iandworkin

Top Tweeters in G4:
@drugmonkeyblog
@poeticmindset_
@barbscass
@bowmanspartan
@brenda64
@cclaremdmph
@sierralashae__
@boggildlab
@phdeez
@rfentonmd

Top Tweeters in G5:
@drfna
@01sth02
@sara_jiang
@melissaupton7
@thedoctorisill
@bluehatcomics85
@ljtafemd
@nicolejacksonmd
@marcoslepemd
@thehouseofpod

Top Tweeters in G6:
@jfsebastian146
@bostonglobe
@nytimes
@usnehal
@chasecutta
@promocutta
@drkysr
@isasaxonists
@cuttapromo
@cutapromo

Top Tweeters in G7:
@epidatageek
@needhibhalla
@anoushnajarian
@drcarlottaberry
@openneurosci
@phdgprotein86
@blackandstem
@blackinrobotics
@faseborg
@blackinxnetwork

Top Tweeters in G8:
@academicchatter
@chronicle
@professorisin
@aauw
@yale
@scinetucs
@yalemed
@professornhead
@andr
@brown_e_points

Top Tweeters in G9:
@drraymd
@kiswanson
@freckledpedidoc
@societyhospmed
@gradydoctor
@drjrmarcelin
@eileenbarrettnm
@jhospmedicine
@lashnolen
@michellebr00ks

Top Tweeters in G10:
@learnteachwin
@schenhayes
@ehinesphd
@kimacquaviva
@gema_zamarro
@drdvega
@drrdmayes
@ms_robertson84
@frankenstop
@paulharris917


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