#BlackInTheIvory, Twitter, 3/20/2022 10:17:19 AM, 273319


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#BlackInTheIvory_2022-03-20_00-22-10.xlsx
#BlackInTheIvory_2022-03-20_00-22-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 20, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3qk0QLc
@braincures
@do_kinder
@blackintheivory
@this0499154500
@fhs_facaffairs
@uchi_uconn
@smithleno
@drshardedavis
@blackinoptics
@nathan_andrews1

Top hashtags:
#blackintheivory
#bhm
#academictwitter
#blackinstem

Description:
Description
The graph represents a network of 484 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, 20 March 2022 at 07:22 UTC.

The requested start date was Sunday, 20 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 27-day, 21-hour, 45-minute period from Friday, 18 February 2022 at 01:45 UTC to Thursday, 17 March 2022 at 23:31 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 : 484
Unique Edges : 339
Edges With Duplicates : 797
Total Edges : 1136
Number of Edge Types : 5
Mentions : 311
Retweet : 278
MentionsInRetweet : 501
Tweet : 40
Replies to : 6
Self-Loops : 50
Reciprocated Vertex Pair Ratio : 0.0229885057471264
Reciprocated Edge Ratio : 0.0449438202247191
Connected Components : 33
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 320
Maximum Edges in a Connected Component : 842
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.694496
Graph Density : 0.00266498981914002
Modularity : 0.450059
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 484 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, 20 March 2022 at 07:22 UTC.

The requested start date was Sunday, 20 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 27-day, 21-hour, 45-minute period from Friday, 18 February 2022 at 01:45 UTC to Thursday, 17 March 2022 at 23:31 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://spie-org.zoom.us/meeting/register/tZEvcuCspj0iHtWx8ETp7irttt06mfaA3ems
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270061
[2] https://humanities.uconn.edu/2022/03/09/fellows-talk-sharde-davis-on-blackintheivory/
[2] https://www.youtube.com/watch?v=lVaeM7CY-hw&feature=youtu.be

[2] https://twitter.com/BlackInOptics/status/1500948873757528065
[2] https://chng.it/8knZ8KmW
[2] https://gea9march.eventbrite.co.uk/
[1] https://www.kpbs.org/podcasts/rad-scientist/2020/sep/16/vocal-chops/
[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

Top URLs in Tweet in G1:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270061
[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://twitter.com/wellcometrust/status/1298239271200002049
[1] https://spie-org.zoom.us/meeting/register/tZEvcuCspj0iHtWx8ETp7irttt06mfaA3ems
[1] https://twitter.com/BlackInOptics/status/1500948873757528065

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:
[1] https://dailynews.mcmaster.ca/articles/mcmaster-student-affairs-appoints-senior-advisor-for-equity-inclusion-and-anti-racism/
[1] https://experts.mcmaster.ca/display/nsheug
[1] https://experts.mcmaster.ca/display/dauphina
[1] https://scholar.google.ca/citations?user=0kRZkv8AAAAJ&hl=en
[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://remotesensing-mcmaster.org
[1] https://experts.mcmaster.ca/display/natjohn

Top URLs in Tweet in G4:
[3] https://spie-org.zoom.us/meeting/register/tZEvcuCspj0iHtWx8ETp7irttt06mfaA3ems
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270061
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272961
[1] https://twitter.com/OpticaWorldwide/status/1498387941391060994
[1] https://twitter.com/anfuller/status/1458095053604261896
[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 G6:
[1] https://link.medium.com/EIB8NJ1jJ7
[1] https://gofund.me/a4dc2b09

Top URLs in Tweet in G7:
[2] https://humanities.uconn.edu/2022/03/09/fellows-talk-sharde-davis-on-blackintheivory/

Top URLs in Tweet in G8:
[1] https://www.rit.edu/diversity/ffcep
[1] https://rit.edu/diversity/ffcep

Top URLs in Tweet in G9:
[2] https://gea9march.eventbrite.co.uk/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[108] blackintheivory
[61] bhm
[19] academictwitter
[15] blackinstem
[15] graduate
[15] postdoc
[14] phdchat
[14] bhmmac2022
[13] futurefaculty
[12] phdlife



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

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:
[58] bhm
[14] blackintheivory
[13] bhmmac2022
[4] blackhistorymonth
[1] blackexcellence

Top Hashtags in Tweet in G4:
[12] blackintheivory
[10] blackscientists
[10] stem
[2] graduate
[2] postdoc
[2] blackhistorymonth
[2] amplifyscholars
[2] blackinstem
[2] blackinphysics
[1] highered

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:
[27] blackintheivory
[9] phdlife
[8] academicchatter
[8] academictwitter
[8] phd
[8] phdchat
[2] bhm
[1] blackhistory365

Top Hashtags in Tweet in G8:
[13] futurefaculty
[4] blackintheivory
[3] phdchat
[2] facultydiversity
[1] pyschology
[1] dei
[1] representationmatters
[1] firstgendoc
[1] academictwitter
[1] nextprof

Top Hashtags in Tweet in G9:
[2] blacktwitter
[2] blackintheivory
[2] academictwitter
[2] academicchatter

Top Hashtags in Tweet in G10:
[13] graduate
[13] postdoc
[1] academictwitter
[1] diversityandinclusion
[1] blackintheivory
[1] sacnas

Top Words
Top Words in Tweet in Entire Graph:
[108] #blackintheivory
[80] dr
[73] black
[65] day
[61] #bhm
[60] profile
[54] please
[52] prof
[50] nathan_andrews1
[47] mcmasteru

Top Words in Tweet in G1:
[16] jeremyfarrar
[14] braincures
[11] #blackinstem
[11] please
[10] wellcometrust
[10] black
[9] spread
[9] word
[9] first
[9] panel

Top Words in Tweet in G2:
[4] braincures
[3] proftimnoakes
[3] jeremyfarrar
[3] wellcometrust
[2] littlelizs
[2] quantumaephraim
[2] alberttenesa
[2] lekhawonders
[2] prof_m_baumann
[2] rosenchild

Top Words in Tweet in G3:
[58] day
[58] #bhm
[58] profile
[58] dr
[49] prof
[48] nathan_andrews1
[46] mcmasteru
[24] health
[20] assist
[14] research

Top Words in Tweet in G4:
[20] next
[12] #blackintheivory
[11] blackinoptics
[10] event
[10] thursday
[10] 9am
[10] pt
[10] featuring
[10] #blackscientists
[10] #stem

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:
[27] #blackintheivory
[9] #phdlife
[9] blackintheivory
[8] #academicchatter
[8] #academictwitter
[8] #phd
[8] #phdchat
[8] dr
[7] rejectsuprstar
[6] drshardedavis

Top Words in Tweet in G8:
[13] application
[13] #futurefaculty
[13] career
[11] facultyrecruit
[9] exploration
[8] response
[8] many
[8] requests
[8] extended
[8] deadline

Top Words in Tweet in G9:
[36] genderanded
[19] please
[19] celebrating
[19] 25
[19] years
[19] virtual
[19] seminar
[19] series
[19] 2022
[19] suffering

Top Words in Tweet in G10:
[14] uc
[13] #graduate
[13] #postdoc
[13] join
[13] great
[13] postdoc
[13] fellowship
[13] opportunity
[13] four
[13] schools

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[60] #bhm,profile
[60] profile,dr
[47] nathan_andrews1,day
[23] dissertation,proposal
[23] proposal,defense
[23] defense,today
[23] today,trying
[23] trying,channel
[23] channel,nervous
[23] nervous,energy

Top Word Pairs in Tweet in G1:
[10] jeremyfarrar,wellcometrust
[9] please,spread
[9] spread,word
[9] word,first
[9] first,black
[9] black,panel
[9] panel,hosted
[9] hosted,spietweets
[9] spietweets,come
[9] come,hear

Top Word Pairs in Tweet in G2:
[2] littlelizs,quantumaephraim
[2] quantumaephraim,alberttenesa
[2] alberttenesa,lekhawonders
[2] lekhawonders,prof_m_baumann
[2] prof_m_baumann,rosenchild
[2] rosenchild,alkistispou
[2] alkistispou,giganteannalisa
[2] giganteannalisa,laviebay
[2] braincures,universitiesuk
[2] universitiesuk,wb_uk

Top Word Pairs in Tweet in G3:
[58] #bhm,profile
[58] profile,dr
[45] nathan_andrews1,day
[20] assist,prof
[13] #blackintheivory,#bhmmac2022
[12] assoc,prof
[9] prof,dept
[9] dept,health
[9] health,research
[9] research,methods

Top Word Pairs in Tweet in G4:
[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 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:
[8] #academicchatter,#academictwitter
[8] #academictwitter,#blackintheivory
[8] #blackintheivory,#phd
[8] #phd,#phdchat
[8] #phdchat,#phdlife
[7] rejectsuprstar,#academicchatter
[5] june,2020
[5] 2020,drshardedavis
[5] drshardedavis,created
[5] created,twitter

Top Word Pairs in Tweet in G8:
[13] #futurefaculty,career
[9] career,exploration
[8] response,many
[8] many,requests
[8] requests,extended
[8] extended,application
[8] application,deadline
[8] deadline,#futurefaculty
[7] facultyrecruit,response
[6] tomorrow,re

Top Word Pairs in Tweet in G9:
[19] please,celebrating
[19] celebrating,25
[19] 25,years
[19] years,genderanded
[19] genderanded,virtual
[19] virtual,seminar
[19] seminar,series
[19] series,2022
[19] 2022,suffering
[19] suffering,silence

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@nathan_andrews1
@mcmasteru
@smithleno
@grimadventurs0f
@braincures
@genderanded
@jeremyfarrar
@blackintheivory
@wellcometrust
@angeljonesphd

Top Mentioned in G1:
@jeremyfarrar
@braincures
@wellcometrust
@spietweets
@mjwilliamsphd
@wb_uk
@whistleuk
@awhistleblowing
@universityappg
@appgstudents

Top Mentioned in G2:
@braincures
@proftimnoakes
@jeremyfarrar
@wellcometrust
@quantumaephraim
@alberttenesa
@lekhawonders
@prof_m_baumann
@rosenchild
@alkistispou

Top Mentioned in G3:
@nathan_andrews1
@mcmasteru
@macnursing
@ingrid_waldron
@johnsontasha848
@mcmaster
@44paisley
@alemugonsamo
@ticats
@forgefchamilton

Top Mentioned in G4:
@blackinoptics
@ayshakhoury
@blackintheivory
@icallmerudy
@braincures
@usnehal
@jfsebastian146
@b0tsci
@dr_gamble21
@modfigspodcast

Top Mentioned in G5:
@grimadventurs0f

Top Mentioned in G6:
@smithleno

Top Mentioned in G7:
@blackintheivory
@rejectsuprstar
@drshardedavis
@uchi_uconn
@drjahayes
@nathan_andrews1
@macnursing
@mcmasteru
@mcmaster
@angeljonesphd

Top Mentioned in G8:
@facultyrecruit
@diverseissues
@cupacademic
@ps

Top Mentioned in G9:
@genderanded

Top Mentioned in G10:
@ucla_iracda

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

Top Tweeters in G1:
@independent
@jfsebastian146
@guardian
@googleexpertuk
@marting8177
@bbcnews
@nicochan33
@doctorow
@botfemale
@tristramwyatt

Top Tweeters in G2:
@rosenchild
@drumeshprabhu
@chabis_ch
@hrw
@proftimnoakes
@essepeidinho
@do_kinder
@marikasboros
@truthsayerodet1
@drjogrady

Top Tweeters in G3:
@udadisi
@richardkimphd
@christineyh
@majorvinyl
@ticats
@mcmasteru
@ua_magazine
@mcmaster
@drfoxrob
@zedtweetz

Top Tweeters in G4:
@academicchatter
@usnehal
@isasaxonists
@daneetsteffens
@jesswade
@astromarvaroso
@usc
@allyshipbot
@drjuangilbert
@opticaworldwide

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:
@rejectsuprstar
@black_students
@cabrachica
@publicationbot
@drinkderiver
@vanessainstem
@uchi_uconn
@blackoutdoors1
@uconnhistory
@thatannamarie

Top Tweeters in G8:
@botforequality
@diverseissues
@hudsonlabrit
@cornelloise
@srebdocsch
@cupacademic
@krispy_ed
@cambup_psych
@ps
@lukeauburn

Top Tweeters in G9:
@ovingtonjulie
@dustinhosseini
@_canndo
@dawnmannay
@jess_gagnon
@genderanded
@real_tak
@cara_booker
@sfelix18
@estmarys

Top Tweeters in G10:
@carmendemigue12
@academicjobbot
@labpigeon
@asm_tmc
@fellowsinspire
@acorbe2
@ashley_dom_18
@joann_trejo
@hollyingrahamsf
@mccullylab


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