#BlackInTheIvory, Twitter, 3/26/2022 12:07:10 PM, 273768


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#BlackInTheIvory_2022-03-26_00-36-01.xlsx
#BlackInTheIvory_2022-03-26_00-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 26, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3urC39b
@tarablackshear
@blackintheivory
@braincures
@do_kinder
@this0499154500
@emsaurios
@academicsbot
@smithleno
@blackinoptics
@sharonkahara

Top hashtags:
#blackintheivory
#academictwitter
#academicchatter
#bhm
#phdchat

Description:
Description
The graph represents a network of 725 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, 26 March 2022 at 07:36 UTC.

The requested start date was Saturday, 26 March 2022 at 00:01 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, 9-hour, 39-minute period from Thursday, 24 February 2022 at 03:20 UTC to Friday, 25 March 2022 at 12:59 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 : 725
Unique Edges : 281
Edges With Duplicates : 1374
Total Edges : 1655
Number of Edge Types : 5
MentionsInRetweet : 739
Mentions : 363
Retweet : 507
Tweet : 39
Replies to : 7
Self-Loops : 50
Reciprocated Vertex Pair Ratio : 0.0141176470588235
Reciprocated Edge Ratio : 0.0278422273781903
Connected Components : 26
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 609
Maximum Edges in a Connected Component : 1443
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.648338
Graph Density : 0.00164221756525052
Modularity : 0.437287
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 725 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, 26 March 2022 at 07:36 UTC.

The requested start date was Saturday, 26 March 2022 at 00:01 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, 9-hour, 39-minute period from Thursday, 24 February 2022 at 03:20 UTC to Friday, 25 March 2022 at 12:59 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:
[4] https://humanities.uconn.edu/2022/03/09/fellows-talk-sharde-davis-on-blackintheivory/
[4] https://spie-org.zoom.us/meeting/register/tZEvcuCspj0iHtWx8ETp7irttt06mfaA3ems
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273319
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270061
[2] https://www.youtube.com/watch?v=lVaeM7CY-hw&feature=youtu.be

[2] https://twitter.com/BlackInOptics/status/1500948873757528065
[2] https://gea9march.eventbrite.co.uk/
[1] https://apply.interfolio.com/103027
[1] https://www.virginiamercury.com/2022/03/17/most-hbcu-bomb-threats-may-be-coming-from-one-juvenile-fbi-official-tells-congress/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272961

Top URLs in Tweet in G2:
[1] https://twitter.com/wellcometrust/status/1298239271200002049
[1] https://twitter.com/BRAINCURES/status/1418672333284384773
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270061
[1] https://spie-org.zoom.us/meeting/register/tZEvcuCspj0iHtWx8ETp7irttt06mfaA3ems
[1] https://twitter.com/BlackInOptics/status/1500948873757528065

Top URLs in Tweet in G3:
[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

Top URLs in Tweet in G4:
[4] https://humanities.uconn.edu/2022/03/09/fellows-talk-sharde-davis-on-blackintheivory/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273319
[1] https://www.virginiamercury.com/2022/03/17/most-hbcu-bomb-threats-may-be-coming-from-one-juvenile-fbi-official-tells-congress/
[1] https://www.al.com/news/2022/03/autherine-lucy-university-of-alabamas-first-black-student-dies.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272961
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270061
[1] https://twitter.com/anfuller/status/1458095053604261896

Top URLs in Tweet in G6:
[1] https://link.medium.com/EIB8NJ1jJ7
[1] https://gofund.me/a4dc2b09

Top URLs in Tweet in G7:
[1] http://httrit.edu/diversity/ffcep
[1] https://rit.edu/diversity/ffcep
[1] https://www.rit.edu/diversity/ffcep

Top URLs in Tweet in G8:
[3] https://spie-org.zoom.us/meeting/register/tZEvcuCspj0iHtWx8ETp7irttt06mfaA3ems
[1] https://twitter.com/OpticaWorldwide/status/1498387941391060994
[1] https://chng.it/hdHsdXmf
[1] https://twitter.com/BlackInOptics/status/1500948873757528065
[1] http://modernfigurespodcast.com/like-a-kid-in-a-computing-store-episode-031/

Top URLs in Tweet in G9:
[1] https://apply.interfolio.com/103027

Top URLs in Tweet in G10:
[1] https://experts.mcmaster.ca/display/waldroni
[1] https://experts.mcmaster.ca/display/apatue
[1] https://experts.mcmaster.ca/display/robins9
[1] https://experts.mcmaster.ca/display/wanyama
[1] https://experts.mcmaster.ca/display/archies
[1] https://www.universityaffairs.ca/opinion/in-my-opinion/black-excellence-fatigue-seeing-it-and-doing-something-about-it/

Top Domains
Top Domains in Tweet in Entire Graph:
[12] twitter.com
[6] nodexlgraphgallery.org
[5] mcmaster.ca
[4] uconn.edu
[4] zoom.us
[2] theguardian.com
[2] youtube.com
[2] rit.edu
[2] co.uk
[1] interfolio.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] nature.com
[1] theguardian.com
[1] nodexlgraphgallery.org
[1] zoom.us

Top Domains in Tweet in G3:
[1] twitter.com
[1] theguardian.com

Top Domains in Tweet in G4:
[5] nodexlgraphgallery.org
[4] uconn.edu
[1] virginiamercury.com
[1] al.com
[1] twitter.com

Top Domains in Tweet in G6:
[1] medium.com
[1] gofund.me

Top Domains in Tweet in G7:
[2] rit.edu
[1] httrit.edu

Top Domains in Tweet in G8:
[3] zoom.us
[2] twitter.com
[1] chng.it
[1] modernfigurespodcast.com

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

Top Domains in Tweet in G10:
[5] mcmaster.ca
[1] universityaffairs.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[115] blackintheivory
[29] academictwitter
[23] academicchatter
[23] bhm
[19] phdchat
[18] phdlife
[16] blackinstem
[15] graduate
[15] postdoc
[15] futurefaculty



Top Hashtags in Tweet in G1:
[1] blackintheivory

Top Hashtags in Tweet in G2:
[11] blackinstem
[7] blackintheivory
[3] womeninstem
[2] researchculture
[2] racisminstem
[2] blacklivesmatter
[2] scicomm
[2] reimagineresearch
[2] racism
[1] blacktwitter

Top Hashtags in Tweet in G3:
[2] blackintheivory
[1] blackinacademia
[1] blackinstem
[1] academicchatter
[1] universities
[1] ukuniversity
[1] professors
[1] blackstudents
[1] racialharassment
[1] universitiesuk

Top Hashtags in Tweet in G4:
[34] blackintheivory
[6] academictwitter
[4] academicchatter
[2] amazonprime
[2] blackwomen
[2] bhm
[2] graduate
[2] postdoc
[1] biologist
[1] biochemistry

Top Hashtags in Tweet in G5:
[1] phdchat
[1] phdlife
[1] bioanth
[1] blackintheivory
[1] anthro
[1] phdvoice
[1] anxiety
[1] whyisthisinperson

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

Top Hashtags in Tweet in G7:
[15] futurefaculty
[7] blackintheivory
[3] facultydiversity
[3] dei
[3] phdchat
[2] pyschology
[2] representationmatters
[2] phdlife
[2] firstgendoc
[1] nadohe

Top Hashtags in Tweet in G8:
[10] blackscientists
[10] stem
[7] blackintheivory
[2] amplifyscholars
[2] blackinstem
[2] blackinphysics
[1] systemicracism
[1] blackinphotonics
[1] blackhistorymonth
[1] amplifyblackvoices

Top Hashtags in Tweet in G9:
[13] graduate
[13] postdoc
[5] academictwitter
[5] blackintheivory
[4] academicchatter
[4] biologist
[4] biochemistry
[1] diversityandinclusion
[1] sacnas

Top Hashtags in Tweet in G10:
[21] bhm
[6] blackintheivory
[5] bhmmac2022
[4] blackhistorymonth
[1] blackexcellence

Top Words
Top Words in Tweet in Entire Graph:
[330] black
[281] first
[272] woman
[271] department
[271] tenure
[271] earn
[267] tryin
[267] make
[267] ancestors
[267] proud

Top Words in Tweet in G1:
[265] black
[264] tryin
[264] make
[264] ancestors
[264] proud
[264] first
[264] woman
[264] earn
[264] tenure
[264] department

Top Words in Tweet in G2:
[21] jeremyfarrar
[18] braincures
[12] thepeopleshubuk
[12] ukri_ceo
[11] michelle_cruk
[11] evidencebase_im
[11] petejacksongmp
[11] rossthomson26
[11] suzanne_garrett
[11] #blackinstem

Top Words in Tweet in G3:
[4] braincures
[3] proftimnoakes
[3] wellcometrust
[3] jeremyfarrar
[3] black
[2] brenmccarthy13
[2] truthsayerodet1
[2] criminotweet
[2] reneebleau
[2] dbetteracademia

Top Words in Tweet in G4:
[34] #blackintheivory
[14] drshardedavis
[11] uchi_uconn
[9] blackintheivory
[7] hashtag
[7] racism
[7] join
[6] today
[6] this0499154500
[6] #academictwitter

Top Words in Tweet in G5:
[23] dissertation
[23] proposal
[23] defense
[23] today
[23] trying
[23] channel
[23] nervous
[23] energy
[23] excitement
[23] mumble

Top Words in Tweet in G6:
[42] really
[21] smithleno
[21] need
[21] financial
[21] support
[21] right
[21] please
[21] donate
[21] retweet
[21] content

Top Words in Tweet in G7:
[15] application
[15] #futurefaculty
[15] career
[12] facultyrecruit
[11] exploration
[10] deadline
[9] strategies
[9] higher
[8] faculty
[8] response

Top Words in Tweet in G8:
[20] next
[10] event
[10] thursday
[10] 9am
[10] pt
[10] featuring
[10] #blackscientists
[10] #stem
[10] sharing
[10] victories

Top Words in Tweet in G9:
[14] uc
[13] #graduate
[13] #postdoc
[13] join
[13] great
[13] postdoc
[13] fellowship
[13] opportunity
[13] four
[13] schools

Top Words in Tweet in G10:
[21] day
[21] #bhm
[21] profile
[21] dr
[19] nathan_andrews1
[14] peace
[14] health
[14] mcmasteru
[14] prof
[10] assist

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[278] first,black
[271] woman,earn
[270] black,woman
[267] tryin,make
[267] make,ancestors
[267] ancestors,proud
[267] proud,first
[267] earn,tenure
[267] tenure,department
[267] department,adding

Top Word Pairs in Tweet in G1:
[264] tryin,make
[264] make,ancestors
[264] ancestors,proud
[264] proud,first
[264] first,black
[264] black,woman
[264] woman,earn
[264] earn,tenure
[264] tenure,department
[264] department,adding

Top Word Pairs in Tweet in G2:
[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
[10] jeremyfarrar,wellcometrust
[9] braincures,jeremyfarrar
[9] please,spread

Top Word Pairs in Tweet in G3:
[2] brenmccarthy13,truthsayerodet1
[2] truthsayerodet1,proftimnoakes
[2] proftimnoakes,criminotweet
[2] criminotweet,reneebleau
[2] reneebleau,dbetteracademia
[2] dbetteracademia,suzanne_garrett
[2] suzanne_garrett,braincures
[2] braincures,universitiesuk
[2] universitiesuk,wb_uk
[2] wb_uk,whistleuk

Top Word Pairs in Tweet in G4:
[6] #blackintheivory,amplifying
[5] #blackintheivory,nodexl
[5] nodexl,braincures
[5] june,2020
[5] 2020,drshardedavis
[5] drshardedavis,created
[5] created,twitter
[5] twitter,hashtag
[5] hashtag,#blackintheivory
[5] #blackintheivory,document

Top Word Pairs in Tweet in G5:
[23] dissertation,proposal
[23] proposal,defense
[23] defense,today
[23] today,trying
[23] trying,channel
[23] channel,nervous
[23] nervous,energy
[23] energy,excitement
[23] excitement,mumble
[22] grimadventurs0f,dissertation

Top Word Pairs in Tweet in G6:
[21] really,really
[21] really,need
[21] need,financial
[21] financial,support
[21] support,right
[21] right,please
[21] please,donate
[21] donate,retweet
[21] retweet,content
[21] content,warning

Top Word Pairs in Tweet in G7:
[15] #futurefaculty,career
[11] career,exploration
[8] response,many
[8] many,requests
[8] requests,extended
[8] extended,application
[8] application,deadline
[8] deadline,#futurefaculty
[7] re,okay
[7] okay,black

Top Word Pairs in Tweet in G8:
[10] next,event
[10] event,next
[10] next,thursday
[10] thursday,9am
[10] 9am,pt
[10] pt,featuring
[10] featuring,#blackscientists
[10] #blackscientists,#stem
[10] #stem,sharing
[10] sharing,victories

Top Word Pairs in Tweet in G9:
[13] #graduate,#postdoc
[13] #postdoc,join
[13] join,great
[13] great,postdoc
[13] postdoc,fellowship
[13] fellowship,opportunity
[13] opportunity,four
[13] four,uc
[13] uc,schools
[13] schools,ucsc

Top Word Pairs in Tweet in G10:
[21] #bhm,profile
[21] profile,dr
[16] nathan_andrews1,day
[10] assist,prof
[8] mcmasteru,interest
[7] day,27
[7] 27,#bhm
[7] dr,ingrid_waldron
[7] ingrid_waldron,hope
[7] hope,chair

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tarablackshear
@braincures
@smithleno
@jeremyfarrar
@grimadventurs0f
@nathan_andrews1
@genderanded
@drshardedavis
@mcmasteru
@blackintheivory

Top Mentioned in G1:
@tarablackshear
@blackintheivory

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

Top Mentioned in G3:
@braincures
@proftimnoakes
@wellcometrust
@jeremyfarrar
@truthsayerodet1
@criminotweet
@reneebleau
@dbetteracademia
@suzanne_garrett
@marikasboros

Top Mentioned in G4:
@drshardedavis
@uchi_uconn
@blackintheivory
@braincures
@this0499154500
@do_kinder
@drjahayes
@elizabethahintz
@uc

Top Mentioned in G5:
@grimadventurs0f

Top Mentioned in G6:
@smithleno

Top Mentioned in G7:
@facultyrecruit
@diverseissues
@kbdphd
@dra_lavariega
@reneetwhite
@cupacademic
@ps

Top Mentioned in G8:
@blackinoptics
@dr_gamble21
@opticaworldwide
@icallmerudy
@darthscience
@k_lovin_
@mjwilliamsphd
@blackinxnetwork
@ayshakhoury
@blackintheivory

Top Mentioned in G9:
@ucla_iracda
@sharonkahara

Top Mentioned in G10:
@nathan_andrews1
@mcmasteru
@ingrid_waldron
@ua_magazine
@mcmaster

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@rosenchild
@jfsebastian146
@paulstewartii
@guardian
@googleexpertuk
@marting8177
@cynicalvision50
@bbcnews
@nicochan33

Top Tweeters in G1:
@paulstewartii
@cynicalvision50
@gmarie55
@debp197
@prison_health
@avildsen
@spydoggie
@notingshaw
@lindadoherty4
@ti_enjoli

Top Tweeters in G2:
@independent
@jfsebastian146
@guardian
@googleexpertuk
@marting8177
@bbcnews
@nicochan33
@doctorow
@botfemale
@tristramwyatt

Top Tweeters in G3:
@rosenchild
@drumeshprabhu
@chabis_ch
@hrw
@proftimnoakes
@essepeidinho
@do_kinder
@marikasboros
@truthsayerodet1
@drjogrady

Top Tweeters in G4:
@academicchatter
@usnehal
@uc
@isasaxonists
@professorisin
@usc
@allyshipbot
@academicsbot
@drcookejackson
@this0499154500

Top Tweeters in G5:
@ajidson1
@thepropagator96
@phdvoice
@ezypepper
@tau2635
@danielkishoka
@batmanlegodc
@angelapeter94
@keryflux83
@sustainabaddie

Top Tweeters in G6:
@vvictorman_uel
@sefersaklas
@mmmfromage
@jennalynn8910
@97danielleelkns
@dinosaurjaime
@soulbrotheruno
@ezekielcaselton
@h3adph0nemu51c
@mark_barks

Top Tweeters in G7:
@botforequality
@diverseissues
@kbdphd
@hudsonlabrit
@cornelloise
@srebdocsch
@cupacademic
@krispy_ed
@cambup_psych
@ps

Top Tweeters in G8:
@daneetsteffens
@jesswade
@astromarvaroso
@opticaworldwide
@k_destiny1
@k_lovin_
@blackinxnetwork
@icallmerudy
@dr_gamble21
@100happymoments

Top Tweeters in G9:
@carmendemigue12
@academicjobbot
@emstrongbuck
@labpigeon
@asm_tmc
@fellowsinspire
@acorbe2
@ashley_dom_18
@joann_trejo
@opmckenna

Top Tweeters in G10:
@udadisi
@richardkimphd
@christineyh
@majorvinyl
@mcmasteru
@ua_magazine
@mcmaster
@zedtweetz
@caas_acea
@nathan_andrews1


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