#BlackInTheIvory, Twitter, 10/13/2021 9:03:19 AM, 264416


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#BlackInTheIvory_2021-10-13_00-16-01.xlsx
#BlackInTheIvory_2021-10-13_00-16-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 13, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3BC8vYR
@braincures
@blackintheivory
@doczaymd
@do_kinder
@b0tsci
@drandriatatem
@laurengmckenzie
@professorisin
@jfsebastian146
@oni_blackstock

Top hashtags:
#blackintheivory
#match2022
#academictwitter
#womeninstem

Description:
Description
The graph represents a network of 656 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, 13 October 2021 at 07:16 UTC.

The requested start date was Wednesday, 13 October 2021 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, 0-hour, 46-minute period from Monday, 13 September 2021 at 12:14 UTC to Tuesday, 12 October 2021 at 13:00 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 : 656
Unique Edges : 454
Edges With Duplicates : 1162
Total Edges : 1616
Number of Edge Types : 5
Retweet : 372
MentionsInRetweet : 775
Mentions : 377
Tweet : 76
Replies to : 16
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0.00812064965197216
Reciprocated Edge Ratio : 0.0161104718066743
Connected Components : 42
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 466
Maximum Edges in a Connected Component : 1275
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.614811
Graph Density : 0.00202243530068888
Modularity : 0.450808
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 656 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, 13 October 2021 at 07:16 UTC.

The requested start date was Wednesday, 13 October 2021 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, 0-hour, 46-minute period from Monday, 13 September 2021 at 12:14 UTC to Tuesday, 12 October 2021 at 13:00 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:
[9] https://www.msvu.ca/new-study-to-explore-experiences-of-black-students-and-trainees-in-stemm-fields/
[4] https://www.chronicle.com/article/how-to-boss-up-as-a-black-woman-in-academe
[4] http://theprofessorisin.com/2020/06/18/black-linked-fate-on-the-tenure-track-blm-guest-post/
[3] https://twitter.com/UNCBlackCaucus/status/1441429596721672202
[3] http://crosstalk.cell.com/blog/3-hanna-gray-fellows-offer-advice-for-early-career-scientists-applying-to-hhmi-programs
[3] https://www.eventbrite.co.uk/e/black-in-the-ivory-ii-blackintheivory-tickets-175760162377?aff=estw&utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-source=tw&utm-term=checkoutwidget
[2] https://www.eventbrite.co.uk/e/black-in-the-ivory-ii-blackintheivory-tickets-175760162377
[2] https://twitter.com/almjr80/status/1440335222202007559
[2] https://www.youtube.com/watch?v=j7tWcoEby2c
[2] https://redirect.viglink.com?u=https%3A%2F%2Fopen.spotify.com%2Fepisode%2F3p7uOtpWpR7PY2NYH2QHyw%3Fsi%3Da4862f86ebda4551&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false

Top URLs in Tweet in G1:
[9] https://www.msvu.ca/new-study-to-explore-experiences-of-black-students-and-trainees-in-stemm-fields/
[1] https://twitter.com/academicchatter/status/1269684595173326848?s=21
[1] https://www.researchprofessionalnews.com/rr-news-uk-research-councils-2020-12-ukri-ethnicity-data-reveals-lack-of-funded-black-academics/
[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/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
[1] https://www.theguardian.com/education/2020/jul/28/uks-white-female-academics-are-being-privileged-above-women-and-men-of-colour
[1] https://twitter.com/BRAINCURES/status/1418672333284384773
[1] https://twitter.com/almjr80/status/1440335222202007559
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41561-018-0116-6

Top URLs in Tweet in G2:
[4] http://theprofessorisin.com/2020/06/18/black-linked-fate-on-the-tenure-track-blm-guest-post/
[4] https://www.chronicle.com/article/how-to-boss-up-as-a-black-woman-in-academe
[3] https://twitter.com/UNCBlackCaucus/status/1441429596721672202
[2] https://www.youtube.com/watch?v=j7tWcoEby2c
[1] https://www.bostonglobe.com/2021/09/27/metro/university-massachusetts-president-condemns-threatening-e-mail-sent-black-student-groups/?event=event25
[1] https://theprofessorisin.com/2020/07/08/unapologetic-blackness-blm/
[1] https://theprofessorisin.com/2020/02/26/healing-racial-trauma-in-the-academy-part-i-woc-guest-post/
[1] https://theprofessorisin.com/2018/08/12/always-have-a-side-hustle-and-other-lessons-i-learned-from-academia-guest-post/
[1] https://theprofessorisin.com/podcast/episode-2-9-black-and-in-grad-school-interview-with-allante-whitmore/
[1] https://theprofessorisin.com/2021/03/12/someone-who-speaks-my-language-blm-guest-post/

Top URLs in Tweet in G3:
[1] https://twitter.com/BattleCryPod/status/1437403880141189122
[1] https://twitter.com/DNwosuocha/status/1440149513205796874

Top URLs in Tweet in G5:
[2] http://crosstalk.cell.com/blog/3-hanna-gray-fellows-offer-advice-for-early-career-scientists-applying-to-hhmi-programs
[1] https://twitter.com/hhminews/status/1440979452557725699

Top URLs in Tweet in G6:
[2] https://blackintheivory.net/
[1] https://twitter.com/cserran1/status/1440349309514358792
[1] https://www.tandfonline.com/doi/full/10.1080/09518398.2021.1984607?cookieSet=1
[1] https://rit.az1.qualtrics.com/jfe/form/SV_6eU0rCIsk7c1cbz

Top URLs in Tweet in G8:
[1] https://msu.co1.qualtrics.com/jfe/form/SV_81Gbq0YfUCbJMX4

Top URLs in Tweet in G9:
[3] https://www.eventbrite.co.uk/e/black-in-the-ivory-ii-blackintheivory-tickets-175760162377?aff=estw&utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-source=tw&utm-term=checkoutwidget
[2] https://www.eventbrite.co.uk/e/black-in-the-ivory-ii-blackintheivory-tickets-175760162377
[1] https://twitter.com/WestNorthants/status/1447849704033816576
[1] https://twitter.com/ShomariLW/status/1447810909968162820
[1] https://www.eventbrite.co.uk/e/black-in-the-ivory-ii-blackintheivory-tickets-175760162377?aff=estw&utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-source=tw&utm-term=listing

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[210] blackintheivory
[52] match2022
[33] academictwitter
[33] womeninstem
[17] academicchatter
[16] firstgen
[14] blacklivesmatter
[14] blackinstem
[13] blackandstem
[11] blackademia



Top Hashtags in Tweet in G1:
[10] blackintheivory
[7] womeninstem
[6] blackinstem
[3] blacklivesmatter
[2] edi
[2] blm
[2] blackandstem
[2] researchculture
[2] racisminstem
[2] scicomm

Top Hashtags in Tweet in G2:
[28] blackintheivory
[11] blacklivesmatter
[10] blackisbeautiful
[8] academictwitter
[5] naomisims
[4] academicchatter
[4] inclusionmatters
[3] drawing
[3] blackwomenmatters
[3] representationmatters

Top Hashtags in Tweet in G3:
[47] match2022
[5] blackintheivory
[4] medtwitter
[3] fmrevolution
[1] representationmatters
[1] meded
[1] blackwomeninmedicine
[1] thebattlecrypodcast
[1] thebattlecrypod
[1] oursuccessisourprotest

Top Hashtags in Tweet in G4:
[38] blackintheivory

Top Hashtags in Tweet in G5:
[25] womeninstem
[2] blackintheivory
[1] match2022
[1] postdoc
[1] academictwitter
[1] academicchatter
[1] blackinstem
[1] blackinscience
[1] womeninscience
[1] fellowship

Top Hashtags in Tweet in G6:
[19] blackintheivory
[10] blackandstem
[10] blackinchem
[9] firstgen
[9] blackinbiophysics
[7] mentormonday
[7] abwhsistercircle
[4] hhmigilliam
[4] academictwitter
[3] newpublication

Top Hashtags in Tweet in G7:
[1] blackgirlmagic
[1] medtwitter
[1] meded
[1] blackintheivory

Top Hashtags in Tweet in G8:
[1] academictwitter
[1] blackintheivory
[1] diversityinacademia
[1] highered

Top Hashtags in Tweet in G9:
[27] blackintheivory
[2] uongem
[2] blackhistorymonth

Top Hashtags in Tweet in G10:
[1] blacklivessmatter
[1] blackintheivory

Top Words
Top Words in Tweet in Entire Graph:
[210] #blackintheivory
[197] black
[62] research
[53] proud
[52] #match2022
[51] much
[50] things
[48] academia
[48] applicants
[48] overcame

Top Words in Tweet in G1:
[29] braincures
[29] jeremyfarrar
[17] suzanne_garrett
[16] thepeopleshubuk
[15] ukri_ceo
[15] wellcometrust
[14] michelle_cruk
[14] evidencebase_im
[14] petejacksongmp
[14] rossthomson26

Top Words in Tweet in G2:
[28] #blackintheivory
[24] black
[15] professorisin
[14] model
[12] back
[12] same
[12] old
[11] #blacklivesmatter
[11] academia
[10] comes

Top Words in Tweet in G3:
[47] #match2022
[46] black
[46] much
[45] proud
[45] applicants
[45] overcame
[45] things
[45] interviewers
[44] doczaymd
[44] fatho

Top Words in Tweet in G4:
[38] #blackintheivory
[37] drcargle

Top Words in Tweet in G5:
[25] cassandra
[25] black
[25] #womeninstem
[25] hhminews
[24] learned
[24] dr
[24] extavour
[24] redmakeda
[24] first
[24] named

Top Words in Tweet in G6:
[19] #blackintheivory
[12] black
[10] #blackandstem
[10] #blackinchem
[9] biophyskrys
[9] #firstgen
[9] #blackinbiophysics
[7] full
[7] week's
[7] #mentormonday

Top Words in Tweet in G7:
[26] guess
[26] published
[26] washington
[26] shared
[26] story
[26] world
[26] hear
[26] link
[25] drandriatatem
[25] comment

Top Words in Tweet in G8:
[46] research
[23] looking
[23] participants
[23] conduct
[23] dissertation
[23] black
[23] motherhood
[23] academia
[22] laurengmckenzie

Top Words in Tweet in G9:
[27] #blackintheivory
[20] gemnetworkuon
[20] october
[16] second
[14] countdown
[14] event
[14] happening
[14] 20th
[14] 2021
[14] clear

Top Words in Tweet in G10:
[14] written
[14] go
[14] again
[14] tweet
[14] absence
[14] sociolinguistics
[14] linguistics
[13] acharityhudley

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[48] proud,black
[48] black,#match2022
[48] #match2022,applicants
[48] applicants,overcame
[48] overcame,much
[48] much,things
[48] things,interviewers
[47] doczaymd,proud
[47] interviewers,fatho
[37] drcargle,#blackintheivory

Top Word Pairs in Tweet in G1:
[14] jeremyfarrar,michelle_cruk
[14] michelle_cruk,ukri_ceo
[14] ukri_ceo,evidencebase_im
[14] evidencebase_im,thepeopleshubuk
[14] thepeopleshubuk,petejacksongmp
[14] petejacksongmp,rossthomson26
[14] rossthomson26,suzanne_garrett
[14] jeremyfarrar,wellcometrust
[12] braincures,jeremyfarrar
[12] universitiesuk,wb_uk

Top Word Pairs in Tweet in G2:
[12] same,old
[8] model,cover
[8] black,women
[7] tenure,track
[6] universities,fallen
[6] fallen,back
[6] back,same
[6] old,same
[6] old,comes
[6] comes,racial

Top Word Pairs in Tweet in G3:
[45] proud,black
[45] black,#match2022
[45] #match2022,applicants
[45] applicants,overcame
[45] overcame,much
[45] much,things
[45] things,interviewers
[44] doczaymd,proud
[44] interviewers,fatho
[2] hope,programs

Top Word Pairs in Tweet in G4:
[37] drcargle,#blackintheivory

Top Word Pairs in Tweet in G5:
[24] learned,dr
[24] dr,cassandra
[24] cassandra,extavour
[24] extavour,redmakeda
[24] redmakeda,first
[24] first,black
[24] black,#womeninstem
[24] #womeninstem,named
[24] named,hhminews
[24] hhminews,investigator

Top Word Pairs in Tweet in G6:
[9] #firstgen,#blackandstem
[9] #blackandstem,#blackintheivory
[9] #blackintheivory,#blackinchem
[9] #blackinchem,#blackinbiophysics
[8] biophyskrys,#firstgen
[7] week's,#mentormonday
[7] #mentormonday,prompt
[7] prompt,#abwhsistercircle
[7] #abwhsistercircle,asked
[7] asked,mentees

Top Word Pairs in Tweet in G7:
[26] guess,published
[26] published,washington
[26] washington,shared
[26] shared,story
[26] story,world
[26] world,hear
[26] hear,link
[25] drandriatatem,guess
[25] link,comment

Top Word Pairs in Tweet in G8:
[23] looking,research
[23] research,participants
[23] participants,conduct
[23] conduct,dissertation
[23] dissertation,research
[23] research,black
[23] black,motherhood
[23] motherhood,academia
[22] laurengmckenzie,looking

Top Word Pairs in Tweet in G9:
[14] countdown,second
[14] second,#blackintheivory
[14] #blackintheivory,event
[14] event,happening
[14] happening,october
[14] october,20th
[14] 20th,2021
[14] 2021,clear
[14] clear,calendars
[13] gemnetworkuon,countdown

Top Word Pairs in Tweet in G10:
[14] written,go
[14] go,again
[14] again,tweet
[14] tweet,absence
[14] absence,sociolinguistics
[14] sociolinguistics,linguistics
[13] acharityhudley,written

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@doczaymd
@drcargle
@braincures
@jeremyfarrar
@hhminews
@redmakeda
@scimaven
@drandriatatem
@laurengmckenzie
@suzanne_garrett

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

Top Mentioned in G2:
@professorisin
@c3llas
@braincures
@anandumu
@ashpolelab
@thedrkey
@jeremyfarrar
@michelle_cruk
@ukri_ceo
@evidencebase_im

Top Mentioned in G3:
@doczaymd
@ramlakasozimd
@battlecrypod
@mariauloko

Top Mentioned in G4:
@drcargle

Top Mentioned in G5:
@hhminews
@redmakeda
@scimaven
@braincures
@jeremyfarrar
@michelle_cruk
@ukri_ceo
@evidencebase_im
@thepeopleshubuk
@petejacksongmp

Top Mentioned in G6:
@biophyskrys
@abwhtruth
@sunshinemenezes
@emeraldonhe
@drchandraford
@dnlee5
@keyofnight
@usnccryst
@professorisin
@doczaymd

Top Mentioned in G7:
@drandriatatem

Top Mentioned in G8:
@laurengmckenzie

Top Mentioned in G9:
@gemnetworkuon
@eventbriteuk
@dryazo
@dayebibs

Top Mentioned in G10:
@acharityhudley

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@wildwalkerwoman
@brontyman
@guardian
@googleexpertuk
@jfsebastian146
@marting8177
@memeburk
@bbcnews
@bostonglobe

Top Tweeters in G1:
@independent
@guardian
@googleexpertuk
@marting8177
@bbcnews
@nicochan33
@drumeshprabhu
@doctorow
@tristramwyatt
@laserhaas01

Top Tweeters in G2:
@wildwalkerwoman
@jfsebastian146
@bostonglobe
@academicchatter
@voguemagazine
@davidudale
@kerradijon
@soozaphone
@professorisin
@katherinefugate

Top Tweeters in G3:
@botforequality
@blackstemusa
@_cruelladevill
@attoh9
@w84itkat
@drayanajordan
@thatnolachick
@florial25_
@itsteiba
@kazjnelson

Top Tweeters in G4:
@tenajd
@dominica_mora
@mrtachilles
@chloepoliticat
@lindafmanuel
@mr_sandtoes
@tony_porras2050
@mendiolagrandma
@lennondac
@orbedelpoc

Top Tweeters in G5:
@botfemale
@needhibhalla
@immabiolog
@cathleencrudden
@jpp_paula
@robbiediaz_
@spiffyscientist
@hhminews
@meliseymo
@anemone_padawan

Top Tweeters in G6:
@dnlee5
@scicommbot
@culturedmodesty
@mpoessel
@shakespearelovr
@kaligrossphd
@jonitaldavis
@keyofnight
@lorientinuviel
@gattakat

Top Tweeters in G7:
@brontyman
@memeburk
@donaldverger
@djmusgr
@moiskd
@starshollowgzt
@yoursinegritude
@feriadelaluna
@sankalots
@tomigoldnet

Top Tweeters in G8:
@jeseniar
@elswafford
@allison_eden
@richardhuskey
@johngwirtz
@_rebeccacepeda
@rashnejehangir
@phd_ndoharty
@cmseg
@laurengmckenzie

Top Tweeters in G9:
@uninorthants
@drhannahrobbins
@eunice_lumsden
@eventbriteuk
@draimeegrant
@uninhantsnews
@historymatt
@geognorthampton
@dryazo
@diginorthampton

Top Tweeters in G10:
@waxfroetic
@jmhenner
@typologianista
@annalimmeixing
@_domatron
@raciolinguistic
@bartonpaigen
@acharityhudley
@securityling
@amedz_