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#BlackInTheIvory_2021-05-16_00-22-19.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/33PUCqu
@blackintheivory
@do_kinder
@braincures
@usnehal
@nicolarollock
@futuredocs
@drshardedavis
@n0tachemb0t
@browngradschool
@ruthagbakoba

Top hashtags:
#blackintheivory
#academictwitter
#academicchatter
#blackinstem

Description:
Description
The graph represents a network of 732 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, 16 May 2021 at 07:22 UTC.

The requested start date was Sunday, 16 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 28-day, 11-hour, 5-minute period from Friday, 16 April 2021 at 00:31 UTC to Friday, 14 May 2021 at 11:37 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 : 732
Unique Edges : 567
Edges With Duplicates : 1575
Total Edges : 2142
Number of Edge Types : 5
Tweet : 95
MentionsInRetweet : 1051
Replies to : 20
Mentions : 611
Retweet : 365
Self-Loops : 123
Reciprocated Vertex Pair Ratio : 0.0188305252725471
Reciprocated Edge Ratio : 0.0369649805447471
Connected Components : 60
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 565
Maximum Edges in a Connected Component : 1870
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.349541
Graph Density : 0.00192116495854918
Modularity : 0.416324
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 732 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, 16 May 2021 at 07:22 UTC.

The requested start date was Sunday, 16 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 28-day, 11-hour, 5-minute period from Friday, 16 April 2021 at 00:31 UTC to Friday, 14 May 2021 at 11:37 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://blackintheivory.net/
[4] https://blackintheivory.net/memoirs
[2] https://forms.gle/SPbsQUjS29wG7qs37
[2] https://www.youtube.com/watch?v=qrECXiZnRzc&feature=youtu.be

[2] https://blackcomputeher.org/citeher-bibliography/
[1] https://www.theguardian.com/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents
[1] https://www.bbc.co.uk/news/education-55723120
[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/academicchatter/status/1269684595173326848?s=21

Top URLs in Tweet in G1:
[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://twitter.com/academicchatter/status/1269684595173326848?s=21
[1] https://www.theguardian.com/education/2019/oct/10/elite-universities-are-too-obsessed-with-tradition-to-tackle-racism-effectively
[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/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents

Top URLs in Tweet in G2:
[1] https://hbr.org/2009/07/why-you-need-to-fail.html
[1] https://www.insidehighered.com/advice/2020/06/26/black-and-other-underrepresented-minority-academics-relate-all-too-well-amy-cooper
[1] https://twitter.com/usnehal/status/1382291629424451594
[1] https://twitter.com/poet_economist/status/1384195037769072641
[1] https://twitter.com/dr_ighodaro/status/1391370593929412614
[1] https://twitter.com/dralethamaybank/status/1384972702084222979

Top URLs in Tweet in G3:
[5] https://blackintheivory.net/
[4] https://blackintheivory.net/memoirs
[1] https://blackintheivory.net/blackademic-social-network
[1] https://twitter.com/BlackInTheIvory/status/1383216585721008138
[1] https://blackmamasmatter.org/bmhw
[1] https://globalgrind.com/5039115/black-girl-magic-these-four-ucla-gymnasts-are-flipping-the-culture-in-essence-girls-united-cover/
[1] https://www.insidehighered.com/news/2021/05/03/multiple-black-professors-have-resigned-recent-years-over-racism?utm_source=Inside+Higher+Ed&utm_campaign=528ffa5a51-DNU_2021_COPY_02&utm_medium=email&utm_term=0_1fcbc04421-528ffa5a51-236658578&mc_cid=528ffa5a51&mc_eid=dbf6f4c262
[1] https://twitter.com/DrNwando/status/1390093146311303169
[1] https://teachingincolor.libsyn.com/the-hidden-truths-of-teaching-in-color-part-three
[1] https://twitter.com/Adrienne_WU/status/1384166158438342665

Top URLs in Tweet in G4:
[1] https://twitter.com/medinmanhattan/status/1391347518127050754
[1] https://twitter.com/OpenAcademics/status/1299331649465966593
[1] https://twitter.com/ZoriAmber/status/1384913948407894016

Top URLs in Tweet in G5:
[1] https://www.tandfonline.com/eprint/DT8TWWN3CHJVGBUQN7PH/full?target=10.1080%2F0161956X.2021.1905361&cookieSet=1

Top URLs in Tweet in G7:
[2] https://www.youtube.com/watch?v=qrECXiZnRzc&feature=youtu.be

[1] https://www.gofundme.com/f/overcoming-educational-barriers?utm_campaign=p_cf+share-flow-1&utm_medium=social&utm_source=twitter
[1] https://www.phdhive.co.uk/post/part-four-writing-your-phd-proposal
[1] https://twitter.com/bgsauofa/status/1381009078441275395

Top URLs in Tweet in G8:
[1] https://www.tandfonline.com/doi/full/10.1080/02703149.2019.1684681
[1] https://psyarxiv.com/6nk4x

Top URLs in Tweet in G9:
[2] https://blackcomputeher.org/citeher-bibliography/
[1] https://twitter.com/RuthAgbakoba/status/1384655372414242816

Top URLs in Tweet in G10:
[2] https://forms.gle/SPbsQUjS29wG7qs37

Top Domains
Top Domains in Tweet in Entire Graph:
[20] twitter.com
[10] blackintheivory.net
[4] theguardian.com
[3] youtube.com
[3] theprofessorisin.com
[2] co.uk
[2] nature.com
[2] insidehighered.com
[2] forms.gle
[2] tandfonline.com

Top Domains in Tweet in G1:
[4] theguardian.com
[1] nature.com
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G2:
[4] twitter.com
[1] hbr.org
[1] insidehighered.com

Top Domains in Tweet in G3:
[10] blackintheivory.net
[3] twitter.com
[1] blackmamasmatter.org
[1] globalgrind.com
[1] insidehighered.com
[1] libsyn.com
[1] zoom.us

Top Domains in Tweet in G4:
[3] twitter.com

Top Domains in Tweet in G5:
[1] tandfonline.com

Top Domains in Tweet in G7:
[2] youtube.com
[1] gofundme.com
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G8:
[1] tandfonline.com
[1] psyarxiv.com

Top Domains in Tweet in G9:
[2] blackcomputeher.org
[1] twitter.com

Top Domains in Tweet in G10:
[2] forms.gle

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[247] blackintheivory
[27] academictwitter
[21] academicchatter
[15] blackinstem
[14] medtwitter
[12] blm
[10] blacklivesmatter
[7] blackmedtwitter
[6] womeninstem
[6] highered



Top Hashtags in Tweet in G1:
[9] blackintheivory
[3] blackinstem
[3] blacklivesmatter
[2] womeninstem
[2] shutdownacademia
[2] blm
[2] racism
[2] academicchatter
[2] metoo
[2] sdgs

Top Hashtags in Tweet in G2:
[16] blackintheivory
[6] medtwitter
[4] aapi
[3] drsusanmoore
[3] blm
[3] antiasianhate
[2] pandemic
[2] scicomm
[2] accountability
[2] equity

Top Hashtags in Tweet in G3:
[95] blackintheivory
[8] academictwitter
[5] biti
[3] asugrad
[3] blackwomenphds
[3] scifi
[3] yaybt
[3] criticalracetheory
[3] mellonmaysundergraduatefellowship
[2] highered

Top Hashtags in Tweet in G4:
[15] blackintheivory
[4] blackinstem
[4] blackinengineering
[3] bierollcall
[2] blackinrobotics
[2] blackincomputing
[2] blackandstem
[2] blackinai
[2] blacklivesmattter
[1] blackinchem

Top Hashtags in Tweet in G5:
[1] blackfemaleprofs
[1] blackintheivory
[1] highered
[1] wellbeing

Top Hashtags in Tweet in G6:
[2] wocinstem
[2] blackintheivory
[1] medtwitter
[1] academictwitter
[1] academicchatter
[1] antiracist
[1] scicomm
[1] work
[1] blackwomenintech
[1] careeradvice

Top Hashtags in Tweet in G7:
[26] blackintheivory
[5] academicchatter
[4] academictwitter
[3] blackinstem
[3] medstudenttwitter
[3] medtwitter
[2] blacklivesmatter
[2] blacktwitter
[2] phdchat
[2] mondaymotivation

Top Hashtags in Tweet in G8:
[2] blackintheivory
[1] resistance
[1] academictwitter

Top Hashtags in Tweet in G9:
[4] chauvinisguilty
[3] blackintheivory
[2] academicchatter
[2] blacklivesmatter
[1] citeher
[1] blackinstem
[1] blacktechtwitter

Top Hashtags in Tweet in G10:
[2] blackintheivory
[1] blackandstem
[1] blackinstem
[1] blackafinstem

Top Words
Top Words in Tweet in Entire Graph:
[247] #blackintheivory
[171] black
[97] racism
[65] published
[61] braincures
[59] blackintheivory
[50] ukri_ceo
[48] fall
[47] suzanne_garrett
[46] rossthomson26

Top Words in Tweet in G1:
[46] braincures
[35] ukri_ceo
[32] suzanne_garrett
[31] jeremyfarrar
[31] thepeopleshubuk
[31] rossthomson26
[30] michelle_cruk
[30] evidencebase_im
[30] petejacksongmp
[18] do_kinder

Top Words in Tweet in G2:
[24] futuredocs
[24] racism
[22] public
[22] health
[22] crisis
[22] more
[22] 200
[22] 000
[22] total
[22] articles

Top Words in Tweet in G3:
[95] #blackintheivory
[72] black
[49] blackintheivory
[46] unc_press
[33] drshardedavis
[31] book
[30] experiences
[27] racism
[27] coming
[27] fall

Top Words in Tweet in G4:
[22] department
[21] share
[20] excited
[20] joining
[20] chem
[20] browngradschool
[20] asst
[20] prof
[20] fall
[20] looking

Top Words in Tweet in G5:
[36] sharing
[36] piece
[36] wrote
[36] published
[36] vandypje
[36] become
[36] wallpaper
[36] racism
[36] way
[36] black

Top Words in Tweet in G6:
[13] braincures
[13] jeremyfarrar
[13] michelle_cruk
[13] ukri_ceo
[13] evidencebase_im
[13] thepeopleshubuk
[13] petejacksongmp
[13] rossthomson26
[13] suzanne_garrett
[3] another

Top Words in Tweet in G7:
[26] #blackintheivory
[5] #academicchatter
[4] #academictwitter
[4] black
[4] student
[3] don
[3] #blackinstem
[3] today
[3] thomas
[3] #medstudenttwitter

Top Words in Tweet in G8:
[3] try
[3] researchgate
[3] google
[3] scholar
[3] abstracts
[3] articles
[3] roberts
[3] 2020
[3] gt
[3] substantial

Top Words in Tweet in G9:
[7] trauma
[7] sidelined
[7] workplace
[7] academic
[7] environments
[7] healing
[7] services
[7] specifically
[6] ruthagbakoba
[4] trying

Top Words in Tweet in G10:
[2] celebrate
[2] black
[2] indigenous
[2] colleagues
[2] add
[2] folks
[2] studying
[2] water
[2] #blackintheivory

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] jeremyfarrar,michelle_cruk
[45] michelle_cruk,ukri_ceo
[45] ukri_ceo,evidencebase_im
[45] evidencebase_im,thepeopleshubuk
[45] thepeopleshubuk,petejacksongmp
[45] petejacksongmp,rossthomson26
[45] rossthomson26,suzanne_garrett
[43] braincures,jeremyfarrar
[39] black,female
[37] sharing,piece

Top Word Pairs in Tweet in G1:
[30] jeremyfarrar,michelle_cruk
[30] michelle_cruk,ukri_ceo
[30] ukri_ceo,evidencebase_im
[30] evidencebase_im,thepeopleshubuk
[30] thepeopleshubuk,petejacksongmp
[30] petejacksongmp,rossthomson26
[30] rossthomson26,suzanne_garrett
[28] braincures,jeremyfarrar
[14] brenda_king_mbe,katherinefugate
[14] katherinefugate,carlark3

Top Word Pairs in Tweet in G2:
[22] racism,public
[22] public,health
[22] health,crisis
[22] crisis,more
[22] more,200
[22] 200,000
[22] 000,total
[22] total,articles
[22] articles,published
[22] published,past

Top Word Pairs in Tweet in G3:
[26] #blackintheivory,book
[25] coming,fall
[25] fall,2023
[25] 2023,unc_press
[25] unc_press,anthology
[25] anthology,#blackintheivory
[25] #blackintheivory,experiences
[25] experiences,edited
[25] edited,drshardedavis
[25] drshardedavis,interested

Top Word Pairs in Tweet in G4:
[20] excited,share
[20] share,joining
[20] joining,chem
[20] chem,department
[20] department,browngradschool
[20] browngradschool,asst
[20] asst,prof
[20] prof,fall
[20] fall,looking
[20] looking,forward

Top Word Pairs in Tweet in G5:
[36] sharing,piece
[36] piece,wrote
[36] wrote,published
[36] published,vandypje
[36] vandypje,become
[36] become,wallpaper
[36] wallpaper,racism
[36] racism,way
[36] way,black
[36] black,female

Top Word Pairs in Tweet in G6:
[13] braincures,jeremyfarrar
[13] jeremyfarrar,michelle_cruk
[13] michelle_cruk,ukri_ceo
[13] ukri_ceo,evidencebase_im
[13] evidencebase_im,thepeopleshubuk
[13] thepeopleshubuk,petejacksongmp
[13] petejacksongmp,rossthomson26
[13] rossthomson26,suzanne_garrett
[3] another,diversity
[3] diversity,inclusion

Top Word Pairs in Tweet in G7:
[2] #mondaymotivation,#mondaythoughts
[2] #mondaythoughts,#mondaymorning
[2] #mondaymorning,#mondayvibes
[2] #mondayvibes,#seattleprotests
[2] #thebattlecrypodcast,#thebattlecrypod
[2] #thebattlecrypod,#oursuccessisourprotest
[2] #oursuccessisourprotest,#blackmedtwitter
[2] #blackmedtwitter,#medstudenttwitter
[2] #medstudenttwitter,#medtwitter
[2] #medtwitter,#whitecoatsforblacklives

Top Word Pairs in Tweet in G8:
[3] try,researchgate
[3] researchgate,google
[3] google,scholar
[3] scholar,abstracts
[3] abstracts,articles
[3] articles,roberts
[3] roberts,2020
[3] 2020,gt
[3] gt,substantial
[3] substantial,evidence

Top Word Pairs in Tweet in G9:
[7] trauma,sidelined
[7] sidelined,workplace
[7] workplace,academic
[7] academic,environments
[7] environments,healing
[7] healing,services
[7] services,specifically
[6] ruthagbakoba,trauma
[4] trying,sort
[4] sort,thoughts

Top Word Pairs in Tweet in G10:
[2] celebrate,black
[2] black,indigenous
[2] indigenous,colleagues
[2] colleagues,add
[2] add,folks
[2] folks,studying
[2] studying,water
[2] water,#blackintheivory

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

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

Top Mentioned in G2:
@futuredocs
@ayshakhoury
@usnehal
@usc
@dralethamaybank
@rheaboydmd
@time
@uche_blackstock
@sarah_mojarad
@aoc

Top Mentioned in G3:
@blackintheivory
@drshardedavis
@unc_press
@nationwidekids
@blackphdnetwork
@drraymd
@empower2teach
@angeljonesphd
@drnwando
@g_protein

Top Mentioned in G4:
@browngradschool
@n0tachemb0t
@alxndriath3gr8
@aprilswobodamd
@ucla
@hseas
@blackintheivory
@blackinmh
@harvardphysics
@ucberkeley

Top Mentioned in G5:
@vandypje
@nicolarollock

Top Mentioned in G6:
@braincures
@jeremyfarrar
@michelle_cruk
@ukri_ceo
@evidencebase_im
@thepeopleshubuk
@petejacksongmp
@rossthomson26
@suzanne_garrett
@m

Top Mentioned in G7:
@flyyyta

Top Mentioned in G8:
@_drnicole
@blacademia
@blacademicus
@intsectnetwork
@imkc_podcast
@apadiv35
@apadiv45
@scra
@citeblackwomen

Top Mentioned in G9:
@ruthagbakoba
@docadisa
@blackcomputeher
@academicchatter
@quincykbrown

Top Mentioned in G10:
@tylerbhampton
@gwfutures
@geolatinas
@greenlatinos
@diversegeos
@agu_h3s
@hydrology_agu
@agugeohealth
@500womensci
@500queersci

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@rosenchild
@googleexpertuk
@marting8177
@nicochan33
@time
@boogwinchester
@drumeshprabhu
@jfsebastian146
@doctorow

Top Tweeters in G1:
@rosenchild
@googleexpertuk
@marting8177
@nicochan33
@drumeshprabhu
@jfsebastian146
@doctorow
@serenashimaward
@funder
@weecass1888

Top Tweeters in G2:
@time
@wordfinga
@humanre41270855
@chargrille
@maxinepatterson
@tarynstanford
@drmarthagulati
@usnehal
@bmj_latest
@meganranney

Top Tweeters in G3:
@dorothyk98
@ramyeonjpg
@essence
@sonicubed
@drmcar
@in_stemm
@jholman521
@gravesle
@loose_lab_rat
@therapistrae

Top Tweeters in G4:
@willdesireemoyo
@drcaberry
@arghavan_salles
@harvard
@that_astro_chic
@black_students
@ucberkeley
@zoriamber
@diverseinai
@ucla

Top Tweeters in G5:
@boogwinchester
@emclimited
@mixed_race
@djrgrey
@olu_gh
@frannantongwe
@alisarnie
@kaysoclearn
@sheilasobrany
@nnriaz

Top Tweeters in G6:
@femtech_
@botfemale
@rossthomson26
@intheknow
@scicommbot
@gullahgeechee
@jeremyfarrar
@b0tsci
@thepeopleshubuk
@archaeologyfitz

Top Tweeters in G7:
@theladythinks
@analysthealth1
@valoriedthomas
@ualberta_fomd
@drtelewis
@bluprincess1920
@smokinscientist
@flyyyta
@c_ngaruiya
@thedrisn1

Top Tweeters in G8:
@citeblackwomen
@intsectnetwork
@puiyin
@scra
@dr_martij
@blacademia
@imkc_podcast
@blacademicus
@_drnicole
@academicmeming

Top Tweeters in G9:
@academicchatter
@anoushnajarian
@mschappers
@purtyofficial
@ruthagbakoba
@meliseymo
@quincykbrown
@docadisa
@drmaterialsmum
@blackcomputeher

Top Tweeters in G10:
@500womensci
@geolatinas
@greenlatinos
@tylerbhampton
@agu_h3s
@500queersci
@gwfutures
@agugeohealth
@dkashian
@diversegeos


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