#BlackInTheIvory, Twitter, 5/4/2021 4:14:09 PM, 254120


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#BlackInTheIvory_2021-05-04_00-22-19.xlsx
#BlackInTheIvory_2021-05-04_00-22-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 04, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/2SppbB4
@blackintheivory
@braincures
@do_kinder
@drcwatego
@ruthagbakoba
@n0tachemb0t
@chryllaird
@browngradschool
@futuredocs
@professorisin

Top hashtags:
#blackintheivory
#anotherdayinthecolony
#academictwitter
#blm

Description:
Description
The graph represents a network of 845 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 Tuesday, 04 May 2021 at 07:23 UTC.

The requested start date was Sunday, 02 May 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, 1-hour, 19-minute period from Friday, 02 April 2021 at 11:29 UTC to Saturday, 01 May 2021 at 12:49 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 : 845
Unique Edges : 495
Edges With Duplicates : 2083
Total Edges : 2578
Number of Edge Types : 5
Mentions : 570
MentionsInRetweet : 1271
Replies to : 22
Retweet : 583
Tweet : 132
Self-Loops : 159
Reciprocated Vertex Pair Ratio : 0.0192307692307692
Reciprocated Edge Ratio : 0.0377358490566038
Connected Components : 67
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 645
Maximum Edges in a Connected Component : 2220
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.039866
Graph Density : 0.00163493087299139
Modularity : 0.399748
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 845 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 Tuesday, 04 May 2021 at 07:23 UTC.

The requested start date was Sunday, 02 May 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, 1-hour, 19-minute period from Friday, 02 April 2021 at 11:29 UTC to Saturday, 01 May 2021 at 12:49 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://blackintheivory.net/
[8] https://theprofessorisin.com/2021/04/01/black-women-in-higher-ed/
[5] https://www.nytimes.com/2021/04/13/health/women-stem-pandemic.html
[3] https://academicjobsonline.org/ajo/jobs/18351?utm_campaign=google_jobs_apply&utm_source=google_jobs_apply&utm_medium=organic
[3] https://blackintheivory.net/memoirs
[2] https://gallery.mailchimp.com/aa8855901c7638c2bd5c4fdfb/files/acfb42dc-b94a-4d3a-884b-906701ff0a1d/Frederick_Smith_dissertation.pdf
[2] https://www.youtube.com/watch?v=qrECXiZnRzc&feature=youtu.be

[2] https://www.forbes.com/sites/janicegassam/2021/04/11/four-black-doctors-are-coming-together-to-discuss-black-mental-wellbeing-on-this-weekly-show/
[2] https://blackcomputeher.org/citeher-bibliography/
[2] https://twitter.com/caitskirby/status/1380146227220729856

Top URLs in Tweet in G1:
[1] https://www.theguardian.com/education/2019/jul/10/racism-in-uk-universities-is-blocking-bame-academics-from-the-top
[1] https://www.theguardian.com/education/2019/oct/10/elite-universities-are-too-obsessed-with-tradition-to-tackle-racism-effectively
[1] https://twitter.com/do_kinder/status/1272068904031043584?s=20
[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 G2:
[3] https://academicjobsonline.org/ajo/jobs/18351?utm_campaign=google_jobs_apply&utm_source=google_jobs_apply&utm_medium=organic
[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://www.bbc.co.uk/news/education-55723120
[1] https://hbr.org/2009/07/why-you-need-to-fail.html
[1] https://dailytrojan.com/2020/08/12/call-to-action-confronting-racial-injustice-on-campus/
[1] https://twitter.com/usnehal/status/1268808004050321413
[1] https://twitter.com/poet_economist/status/1384195037769072641
[1] https://www.insidehighered.com/advice/2020/06/26/black-and-other-underrepresented-minority-academics-relate-all-too-well-amy-cooper
[1] https://truthout.org/articles/the-emancipation-of-the-academic-of-color/

Top URLs in Tweet in G3:
[9] https://blackintheivory.net/
[3] https://blackintheivory.net/memoirs
[1] https://globalgrind.com/5039115/black-girl-magic-these-four-ucla-gymnasts-are-flipping-the-culture-in-essence-girls-united-cover/
[1] https://blackmamasmatter.org/bmhw
[1] https://blackintheivory.net/blackademic-social-network
[1] https://twitter.com/BlackInTheIvory/status/1383216585721008138
[1] https://www.youtube.com/channel/UCXc2SVjQHl_m3ZtFbKEL35A
[1] https://teachingincolor.libsyn.com/the-hidden-truths-of-teaching-in-color-part-three
[1] https://sora.leekim.org/updates/letters-for-poc
[1] https://bair.berkeley.edu/reu/

Top URLs in Tweet in G4:
[1] https://www.youtube.com/watch?v=COxdQVIXVzI&feature=youtu.be

[1] https://twitter.com/IndigenousX/status/1378134608940658688
[1] https://lens.monash.edu/2020/06/29/1380724/racism-has-deep-roots-across-all-sections-of-society-including-academic-institutions

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=c3qzaTq9ZkU&feature=youtu.be

[1] https://twitter.com/ZoriAmber/status/1384913948407894016
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41562-020-0917-7

Top URLs in Tweet in G6:
[2] https://blackcomputeher.org/citeher-bibliography/
[1] https://twitter.com/mioana/status/1382148859216990216
[1] https://twitter.com/RuthAgbakoba/status/1384655372414242816

Top URLs in Tweet in G9:
[1] https://docs.google.com/document/d/1hNtFElYSasCMcf_T7SuivWKCAN41SJpla5idLk0cc3g/edit
[1] https://www.theguardian.com/education/2021/apr/10/im-quitting-as-an-academic-because-of-racism-and-joining-surrey-police

Top URLs in Tweet in G10:
[8] https://theprofessorisin.com/2021/04/01/black-women-in-higher-ed/
[1] https://twitter.com/neillewisjr/status/1387385619995893764
[1] https://theprofessorisin.com/2020/06/19/silenced-by-my-peers-blm-guest-post/
[1] http://theprofessorisin.com/2020/06/12/what-can-you-do-being-black-and-tired-in-academia-blm-guest-post/

Top Domains
Top Domains in Tweet in Entire Graph:
[28] twitter.com
[13] blackintheivory.net
[10] theprofessorisin.com
[5] theguardian.com
[5] youtube.com
[5] nytimes.com
[4] medium.com
[3] nature.com
[3] google.com
[3] academicjobsonline.org

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

Top Domains in Tweet in G2:
[4] twitter.com
[3] academicjobsonline.org
[1] nature.com
[1] theguardian.com
[1] co.uk
[1] hbr.org
[1] dailytrojan.com
[1] insidehighered.com
[1] truthout.org
[1] nytimes.com

Top Domains in Tweet in G3:
[13] blackintheivory.net
[3] twitter.com
[2] zoom.us
[1] globalgrind.com
[1] blackmamasmatter.org
[1] youtube.com
[1] libsyn.com
[1] leekim.org
[1] berkeley.edu
[1] google.com

Top Domains in Tweet in G4:
[1] youtube.com
[1] twitter.com
[1] monash.edu

Top Domains in Tweet in G5:
[1] youtube.com
[1] twitter.com
[1] nature.com

Top Domains in Tweet in G6:
[2] twitter.com
[2] blackcomputeher.org

Top Domains in Tweet in G9:
[1] google.com
[1] theguardian.com

Top Domains in Tweet in G10:
[10] theprofessorisin.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[366] blackintheivory
[46] anotherdayinthecolony
[38] academictwitter
[27] blm
[24] academicchatter
[21] blackinstem
[20] medtwitter
[10] blackmedtwitter
[8] blacklivesmatter
[8] metoopolisci



Top Hashtags in Tweet in G1:
[5] blackintheivory
[2] blackinstem
[2] professors
[1] shutdownacademia
[1] blacklivesmatter
[1] blm
[1] strike4blacklives
[1] strikeforblacklives
[1] diversityinstem
[1] racism

Top Hashtags in Tweet in G2:
[23] blackintheivory
[8] blackinstem
[8] academictwitter
[8] academicchatter
[6] womeninstem
[6] womeninscience
[6] medtwitter
[6] motivationmonday
[5] blm
[5] scicomm

Top Hashtags in Tweet in G3:
[115] blackintheivory
[4] hbcu
[4] biti
[4] umasslowell
[3] academictwitter
[3] mellonmaysundergraduatefellowship
[2] womensherstorymonth
[2] blackinstem
[1] blackgirlmagic
[1] scifi

Top Hashtags in Tweet in G4:
[46] anotherdayinthecolony
[23] blackintheivory
[6] goodinthehood
[6] burnitdown
[6] teachingwhileblack
[4] iykyk
[3] monashlens
[3] shutdownacademia
[3] racescience
[2] citeblackwomen

Top Hashtags in Tweet in G5:
[15] blackintheivory
[2] blackinstem
[2] blackinai
[2] blacklivesmattter
[1] blackinchem
[1] blackincomputing
[1] blackinengineering
[1] blm
[1] receipts
[1] blackjoy

Top Hashtags in Tweet in G6:
[7] blackintheivory
[4] chauvinisguilty
[4] academicchatter
[2] blacklivesmatter
[1] citeher
[1] blackinstem
[1] blacktechtwitter
[1] covidvacccine
[1] blacktwitter

Top Hashtags in Tweet in G7:
[2] blackintheivory

Top Hashtags in Tweet in G8:
[33] blackintheivory

Top Hashtags in Tweet in G9:
[4] academia
[4] blackintheivory
[2] scifi
[2] blacktwitter
[2] academictwitter
[1] helenoyeyemi
[1] blackjoy
[1] academicchatter
[1] blackacademic

Top Hashtags in Tweet in G10:
[17] blm
[16] blackintheivory
[15] academictwitter
[2] academicchatter
[1] tbt

Top Words
Top Words in Tweet in Entire Graph:
[366] #blackintheivory
[187] black
[93] fall
[85] share
[84] more
[83] freedom
[75] blackintheivory
[73] phd
[72] racism
[63] prof

Top Words in Tweet in G1:
[26] braincures
[16] suzanne_garrett
[13] jeremyfarrar
[13] ukri_ceo
[13] thepeopleshubuk
[12] do_kinder
[12] rossthomson26
[11] michelle_cruk
[11] evidencebase_im
[11] petejacksongmp

Top Words in Tweet in G2:
[36] braincures
[36] ukri_ceo
[31] jeremyfarrar
[31] michelle_cruk
[31] evidencebase_im
[31] thepeopleshubuk
[31] petejacksongmp
[31] rossthomson26
[31] suzanne_garrett
[23] #blackintheivory

Top Words in Tweet in G3:
[115] #blackintheivory
[69] blackintheivory
[64] black
[59] book
[38] unc_press
[36] drshardedavis
[30] racism
[29] experiences
[27] anti
[25] fall

Top Words in Tweet in G4:
[82] freedom
[60] drcwatego
[47] blackfullas
[46] #anotherdayinthecolony
[41] academic
[41] everyday
[41] kind
[41] never
[41] intended
[40] #another

Top Words in Tweet in G5:
[35] department
[33] excited
[33] share
[33] joining
[33] chem
[33] browngradschool
[33] asst
[33] prof
[33] fall
[33] looking

Top Words in Tweet in G6:
[26] phd
[25] aprilburrage
[25] black
[24] women
[23] economics
[22] american
[22] awarded
[22] 2019
[22] discipline
[22] better

Top Words in Tweet in G7:
[35] more
[34] thrilled
[34] share
[34] ll
[34] pursuing
[34] phd
[34] organizational
[34] behavior
[34] harvardhbs
[34] starting

Top Words in Tweet in G8:
[34] campus
[34] karen
[33] #blackintheivory
[33] minding
[33] business
[33] walking
[33] morning
[33] random
[33] approaches
[32] chryllaird

Top Words in Tweet in G9:
[13] emswhatala
[13] please
[13] read
[13] discuss
[13] consider
[13] signing
[13] open
[13] letter
[13] chatham
[13] university

Top Words in Tweet in G10:
[25] professorisin
[18] always
[18] looking
[18] columns
[18] bipoc
[18] scholars
[17] #blm
[17] black
[16] #blackintheivory
[15] guest

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[48] #blackintheivory,book
[42] jeremyfarrar,michelle_cruk
[42] michelle_cruk,ukri_ceo
[42] ukri_ceo,evidencebase_im
[42] evidencebase_im,thepeopleshubuk
[42] thepeopleshubuk,petejacksongmp
[42] petejacksongmp,rossthomson26
[42] rossthomson26,suzanne_garrett
[41] academic,freedom
[41] freedom,everyday

Top Word Pairs in Tweet in G1:
[11] braincures,jeremyfarrar
[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
[9] brenda_king_mbe,katherinefugate
[9] katherinefugate,carlark3

Top Word Pairs in Tweet in G2:
[31] jeremyfarrar,michelle_cruk
[31] michelle_cruk,ukri_ceo
[31] ukri_ceo,evidencebase_im
[31] evidencebase_im,thepeopleshubuk
[31] thepeopleshubuk,petejacksongmp
[31] petejacksongmp,rossthomson26
[31] rossthomson26,suzanne_garrett
[29] braincures,jeremyfarrar
[8] #academictwitter,#academicchatter
[6] oneself,hope

Top Word Pairs in Tweet in G3:
[48] #blackintheivory,book
[23] anti,black
[23] black,racism
[22] coming,fall
[22] fall,2023
[22] 2023,unc_press
[22] unc_press,anthology
[22] anthology,#blackintheivory
[22] #blackintheivory,experiences
[22] experiences,edited

Top Word Pairs in Tweet in G4:
[41] academic,freedom
[41] freedom,everyday
[41] everyday,kind
[41] kind,freedom
[41] freedom,never
[41] never,intended
[41] intended,blackfullas
[41] blackfullas,#anotherdayinthecolony
[40] drcwatego,academic
[40] #anotherdayinthecolony,#another

Top Word Pairs in Tweet in G5:
[33] excited,share
[33] share,joining
[33] joining,chem
[33] chem,department
[33] department,browngradschool
[33] browngradschool,asst
[33] asst,prof
[33] prof,fall
[33] fall,looking
[33] looking,forward

Top Word Pairs in Tweet in G6:
[23] phd,economics
[22] black,american
[22] american,women
[22] women,awarded
[22] awarded,phd
[22] economics,2019
[22] 2019,discipline
[22] discipline,better
[22] better,less
[21] aprilburrage,black

Top Word Pairs in Tweet in G7:
[34] thrilled,share
[34] ll,pursuing
[34] pursuing,phd
[34] phd,organizational
[34] organizational,behavior
[34] behavior,harvardhbs
[34] harvardhbs,starting
[34] starting,fall
[33] snsmithsns,thrilled
[33] share,ll

Top Word Pairs in Tweet in G8:
[33] #blackintheivory,minding
[33] minding,business
[33] business,walking
[33] walking,campus
[33] campus,morning
[33] morning,random
[33] random,karen
[33] karen,approaches
[32] chryllaird,#blackintheivory

Top Word Pairs in Tweet in G9:
[13] please,read
[13] read,discuss
[13] discuss,consider
[13] consider,signing
[13] signing,open
[13] open,letter
[13] letter,chatham
[13] chatham,university
[13] university,harmful
[13] harmful,campus

Top Word Pairs in Tweet in G10:
[18] always,looking
[18] looking,columns
[18] columns,bipoc
[18] bipoc,scholars
[15] #blm,guest
[15] pay,150
[15] dm,email
[14] scholars,pay
[13] 150,interested
[13] interested,please

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@blackintheivory
@drcwatego
@braincures
@ukri_ceo
@suzanne_garrett
@thepeopleshubuk
@rossthomson26
@jeremyfarrar
@michelle_cruk
@evidencebase_im

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

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

Top Mentioned in G3:
@blackintheivory
@drshardedavis
@unc_press
@ucla
@edgeintech
@daniell63865675
@prof_flowers
@marierokjones
@drtyreasa
@empower2teach

Top Mentioned in G4:
@drcwatego
@bryanmukandi
@mandy_tru

Top Mentioned in G5:
@browngradschool
@n0tachemb0t
@alxndriath3gr8
@hseas
@blackinmh
@drleroylongiii
@harvardphysics
@blackinxnetwork
@blkinengineerng
@black_in_ai

Top Mentioned in G6:
@aprilburrage
@ruthagbakoba
@docadisa
@gorana__g
@academicchatter
@blackcomputeher
@sylviapperry
@quincykbrown
@academicvoices

Top Mentioned in G7:
@harvardhbs
@snsmithsns
@chryllaird

Top Mentioned in G8:
@chryllaird

Top Mentioned in G9:
@emswhatala
@uniofnottingham
@uonbame
@surreypolice
@guta1610
@nkjemisin
@authormsbev
@blackinbioanth
@blackinanatomy
@sbaarch

Top Mentioned in G10:
@professorisin

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@femtech_
@cipherequality
@rosenchild
@guardian
@googleexpertuk
@marting8177
@wgarnews
@suthernx
@nicochan33

Top Tweeters in G1:
@rosenchild
@googleexpertuk
@drumeshprabhu
@jfsebastian146
@doctorow
@weecass1888
@carlark3
@chabis_ch
@hrw
@robby42394165

Top Tweeters in G2:
@femtech_
@marting8177
@nicochan33
@tristramwyatt
@humanre41270855
@laserhaas01
@botfemale
@rossthomson26
@ojibray
@mdawriter

Top Tweeters in G3:
@dorothyk98
@ramyeonjpg
@essence
@chrispiercreme
@paulaedgar
@drmcar
@robinlturnerphd
@_thinkbot
@amandamagee
@marierokjones

Top Tweeters in G4:
@wgarnews
@suthernx
@4evrstardancer
@pauldutton1968
@thesismis
@ozpsych
@indigenousx
@rowlandm
@imusing
@alexbhathal

Top Tweeters in G5:
@drugmonkeyblog
@needhibhalla
@willdesireemoyo
@drcaberry
@harvard
@drmonicacox
@that_astro_chic
@black_students
@zoriamber
@diverseinai

Top Tweeters in G6:
@jurylady5
@academicchatter
@christi60688648
@chihuu
@ahakramlodhi
@claudia_sahm
@jvdrieth
@eouncs
@anoushnajarian
@mschappers

Top Tweeters in G7:
@ethereal_ilo
@everevolving_e
@hbsalumni
@lilli_hopkins
@timothyfbryson
@imforeverjane
@itsafronomics
@_khaleelah
@jerry56241107
@_lilbalt_

Top Tweeters in G8:
@janniaragon
@raulpacheco
@ellabellableu
@mydibath
@ivuoma
@thejeffbyrnes
@chryllaird
@sharronapearl
@profmusgrave
@paulbowes17

Top Tweeters in G9:
@guardian
@uniofnottingham
@authormsbev
@surreypolice
@reads_long
@apv2600
@nkjemisin
@blackuniontweet
@marijkehecht
@guta1610

Top Tweeters in G10:
@docdre
@ibjiyongi
@nathanoseroff
@isabellaghement
@professorisin
@wherestamara
@juniperlsimonis
@oceaniarising
@ecotrombonegal
@mtrobinson