#BlackInTheIvory, Twitter, 6/19/2021 8:28:12 AM, 257252


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#BlackInTheIvory_2021-06-19_00-36-01.xlsx
#BlackInTheIvory_2021-06-19_00-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/35z37af
@blackintheivory
@drandriatatem
@do_kinder
@thetakeaway
@nhannahjones
@aliciapl25
@drjasonjohnson
@braincures
@cclaremdmph
@iemcelroy

Top hashtags:
#blackintheivory
#academictwitter
#blackinstem
#blacklivesmatter

Description:
Description
The graph represents a network of 1,218 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, 19 June 2021 at 07:37 UTC.

The requested start date was Saturday, 19 June 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, 13-hour, 48-minute period from Thursday, 20 May 2021 at 00:56 UTC to Friday, 18 June 2021 at 14:45 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 : 1218
Unique Edges : 773
Edges With Duplicates : 2489
Total Edges : 3262
Number of Edge Types : 5
Retweet : 906
MentionsInRetweet : 1690
Mentions : 487
Replies to : 28
Tweet : 151
Self-Loops : 180
Reciprocated Vertex Pair Ratio : 0.0252463054187192
Reciprocated Edge Ratio : 0.0492492492492492
Connected Components : 80
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 972
Maximum Edges in a Connected Component : 2763
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.597883
Graph Density : 0.00112324985529304
Modularity : 0.471254
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,218 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, 19 June 2021 at 07:37 UTC.

The requested start date was Saturday, 19 June 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, 13-hour, 48-minute period from Thursday, 20 May 2021 at 00:56 UTC to Friday, 18 June 2021 at 14:45 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:
[29] https://umiami.wd1.myworkdayjobs.com/en-US/UMCareerStaff/job/Miami-FL/Event-Planner_R100047900-1
[10] https://blackintheivory.net/memoirs
[8] https://theprofessorisin.com/2021/06/07/a-black-womans-journey-from-despair-to-joy-part-ii-blm-guest-post/
[7] https://twitter.com/thehill/status/1395524762101821440
[6] https://sig.columbia.edu/events/us-us-conversation-about-racism-discrimination-and-bias-higher-education
[5] https://www.blkingradschool.com/summit-home
[5] https://www.washingtonpost.com/education/2021/06/16/penn-state-black-faculty-racism/
[4] https://www.chronicle.com/article/how-many-black-women-have-tenure-on-your-campus-search-here
[4] https://twitter.com/rcg1812/status/1403453931594862594
[4] https://theprofessorisin.com/2021/05/25/a-black-womans-story-from-despair-to-joy-part-i-blm-guest-post/

Top URLs in Tweet in G1:
[2] https://twitter.com/TheBrysonLab/status/1400408682958135297
[2] https://campaigns.organizefor.org/petitions/black-women-did-the-work-then-they-were-denied-the-credit?bucket=&source=twitter-share-button&utm_campaign=&utm_source=twitter&share=6b2ca615-d1bb-40c2-b312-2f904dbb312e
[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.theguardian.com/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents
[1] https://www.theguardian.com/education/2019/jul/10/racism-in-uk-universities-is-blocking-bame-academics-from-the-top

Top URLs in Tweet in G2:
[1] https://twitter.com/uche_blackstock/status/1403356216575803395
[1] https://twitter.com/DrAndriaTatem/status/1400575835187433473

Top URLs in Tweet in G3:
[8] https://theprofessorisin.com/2021/06/07/a-black-womans-journey-from-despair-to-joy-part-ii-blm-guest-post/
[6] https://sig.columbia.edu/events/us-us-conversation-about-racism-discrimination-and-bias-higher-education
[6] https://twitter.com/thehill/status/1395524762101821440
[5] https://www.blkingradschool.com/summit-home
[4] https://theprofessorisin.com/2021/05/25/a-black-womans-story-from-despair-to-joy-part-i-blm-guest-post/
[3] https://theprofessorisin.com/podcast/ep-239-blkin-grad-school-grad-school-success-summit/
[3] https://blackintheivory.net/
[3] https://blackintheivory.net/memoirs
[2] https://www.chronicle.com/article/how-many-black-women-have-tenure-on-your-campus-search-here
[1] http://theprofessorisin.com/2020/06/17/5-anti-racist-practices-for-white-scholars/

Top URLs in Tweet in G4:
[2] https://threadreaderapp.com/thread/1270026264997478402.html
[1] https://twitter.com/DrJasonJohnson/status/1270026264997478402

Top URLs in Tweet in G5:
[1] https://www.washingtonpost.com/education/2021/06/16/penn-state-black-faculty-racism/
[1] https://www.chronicle.com/article/the-tenure-denial-of-nikole-hannah-jones-is-craven-and-dangerous
[1] https://www.chronicle.com/article/how-many-black-women-have-tenure-on-your-campus-search-here

Top URLs in Tweet in G6:
[2] https://twitter.com/rcg1812/status/1403453931594862594
[1] https://twitter.com/uressien/status/1398676963691274252
[1] https://twitter.com/evodevo_bmc/status/1399972657349734401
[1] https://twitter.com/dr_s_jefferson/status/1399515593695444997

Top URLs in Tweet in G7:
[7] https://blackintheivory.net/memoirs
[2] https://graduateschool.wustl.edu/news/lashawnda-fields-and-her-journey-disrupt
[1] https://twitter.com/DrMaxineDavis/status/1405346922236461057
[1] https://twitter.com/UNC_Press/status/1403059410721771526
[1] https://docs.google.com/forms/d/e/1FAIpQLSd076d618-D5o197DuX1uV3JL2NQRAx6jw_w_iFLyBnlS49wg/viewform?usp=send_form

Top URLs in Tweet in G8:
[2] https://twitter.com/rcg1812/status/1403453931594862594
[1] https://twitter.com/thehill/status/1395524762101821440

Top URLs in Tweet in G9:
[1] https://bit.ly/2UHPhgT
[1] https://www.forbes.com/sites/jessicagold/2020/06/16/black-doctors-need-more-than-demonstrations-they-need-change/#4373bfda3559
[1] https://twitter.com/IEMcElroy/status/1399409228654198784
[1] https://twitter.com/jonasattilus/status/1395138914105626625
[1] https://www.bonfire.com/blackingastro/?utm_source=twitter&utm_medium=thanks_page_share_modal&utm_campaign=blackingastro&utm_content=default

Top URLs in Tweet in G10:
[29] https://umiami.wd1.myworkdayjobs.com/en-US/UMCareerStaff/job/Miami-FL/Event-Planner_R100047900-1
[1] https://twitter.com/Elasmo_Gal/status/1400423796637642753

Top Domains
Top Domains in Tweet in Entire Graph:
[57] twitter.com
[29] myworkdayjobs.com
[20] theprofessorisin.com
[14] blackintheivory.net
[8] washingtonpost.com
[8] google.com
[7] chronicle.com
[6] columbia.edu
[5] blkingradschool.com
[4] theguardian.com

Top Domains in Tweet in G1:
[3] theguardian.com
[2] twitter.com
[2] organizefor.org
[1] nature.com

Top Domains in Tweet in G2:
[2] twitter.com

Top Domains in Tweet in G3:
[20] theprofessorisin.com
[7] blackintheivory.net
[7] twitter.com
[6] columbia.edu
[5] blkingradschool.com
[3] chronicle.com
[2] washingtonpost.com
[1] theguardian.com
[1] insidehighered.com
[1] ubc.ca

Top Domains in Tweet in G4:
[2] threadreaderapp.com
[1] twitter.com

Top Domains in Tweet in G5:
[2] chronicle.com
[1] washingtonpost.com

Top Domains in Tweet in G6:
[5] twitter.com

Top Domains in Tweet in G7:
[7] blackintheivory.net
[2] twitter.com
[2] wustl.edu
[1] google.com

Top Domains in Tweet in G8:
[3] twitter.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] bit.ly
[1] forbes.com
[1] bonfire.com

Top Domains in Tweet in G10:
[29] myworkdayjobs.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[587] blackintheivory
[51] academictwitter
[32] blackinstem
[31] blacklivesmatter
[21] blm
[20] blackinmedicine
[18] blacktechtwitter
[18] blackademic
[12] spreadtheword
[12] ldna



Top Hashtags in Tweet in G1:
[10] blackintheivory
[5] blacklivesmatter
[4] blackinstem
[3] womeninstem
[3] blm
[2] shutdownacademia
[2] racism
[2] metoo
[2] sdgs
[2] sdg8

Top Hashtags in Tweet in G2:
[5] blackintheivory
[3] meded
[2] medtwitter
[2] blackexcellence
[2] medicine
[2] supportblackgradstudents
[1] blackmedtwitter
[1] healthequity
[1] blackgirlmagic
[1] publichealth

Top Hashtags in Tweet in G3:
[127] blackintheivory
[36] academictwitter
[17] blm
[7] bipoc
[5] blackinstem
[4] blacktwitter
[4] histp
[4] socialpolicy
[3] pridemonth
[3] academia

Top Hashtags in Tweet in G4:
[92] blackintheivory
[1] onhere

Top Hashtags in Tweet in G5:
[68] blackintheivory
[7] academics4blacklives
[6] racialtraumaisreal
[1] highered
[1] blackademics
[1] misogynoir
[1] blackintheacademy
[1] blacklivesmatter

Top Hashtags in Tweet in G6:
[16] blackintheivory
[3] evodevo
[1] misogny
[1] sexism
[1] itsbeenaminute
[1] medtwitter
[1] academictwitter
[1] mwrntoday
[1] uncommonleaders
[1] blackinbotany

Top Hashtags in Tweet in G7:
[60] blackintheivory
[2] wocinacademy
[1] amplify
[1] academictwitter
[1] blackinstem
[1] blacktechtwitter
[1] blackademic
[1] blackinmedicine
[1] blacklivesmatter
[1] citeblackwomensunday

Top Hashtags in Tweet in G8:
[19] blackintheivory
[2] blackmeninmedicine
[2] blacktwitter
[2] medtwitter
[1] strongertogether
[1] blackwomeninmedicine
[1] blackinacademia
[1] ilooklikeasurgeon
[1] blackgirlmagic
[1] blackinstem

Top Hashtags in Tweet in G9:
[21] blackintheivory
[15] blackinstem
[15] blacktechtwitter
[15] blackademic
[15] blackinmedicine
[15] blacklivesmatter
[4] blackphysicians
[1] godcomplex
[1] medicaleducation
[1] blackingastro

Top Hashtags in Tweet in G10:
[2] blackintheivory
[1] blackafinstem
[1] blackinxconference
[1] blackwomen
[1] stem

Top Words
Top Words in Tweet in Entire Graph:
[587] #blackintheivory
[261] shared
[252] story
[217] world
[208] hear
[202] black
[201] published
[201] washington
[200] drandriatatem
[200] guess

Top Words in Tweet in G1:
[47] braincures
[47] ukri_ceo
[40] rossthomson26
[39] jeremyfarrar
[39] michelle_cruk
[39] evidencebase_im
[39] thepeopleshubuk
[39] petejacksongmp
[39] suzanne_garrett
[10] #blackintheivory

Top Words in Tweet in G2:
[188] guess
[188] published
[188] washington
[188] shared
[188] story
[188] world
[188] hear
[188] link
[187] drandriatatem
[187] comment

Top Words in Tweet in G3:
[127] #blackintheivory
[46] black
[37] blackintheivory
[36] #academictwitter
[30] professorisin
[26] book
[24] scholars
[24] academia
[20] bipoc
[19] faculty

Top Words in Tweet in G4:
[108] drjasonjohnson
[92] #blackintheivory
[84] unc
[60] year
[59] over
[59] ago
[59] shared
[59] experiences
[59] during
[59] discussion

Top Words in Tweet in G5:
[68] #blackintheivory
[64] activeroberts
[58] uofmaryland
[57] official
[57] promoted
[57] associate
[57] professor
[57] tenured
[56] #b
[21] black

Top Words in Tweet in G6:
[50] cclaremdmph
[45] academia
[45] best
[45] dei
[45] work
[45] previous
[45] institution
[45] led
[45] someone
[45] getting

Top Words in Tweet in G7:
[72] unc_press
[60] #blackintheivory
[47] drshardedavis
[40] fall
[39] coming
[39] 2023
[39] anthology
[39] experiences
[37] edited
[37] interested

Top Words in Tweet in G8:
[45] black
[26] work
[22] docmosho
[20] chair
[20] board
[20] judging
[20] woman
[20] college
[20] degree
[20] lied

Top Words in Tweet in G9:
[21] #blackintheivory
[15] #blackinstem
[15] #blacktechtwitter
[15] #blackademic
[15] #blackinmedicine
[15] #blacklivesmatter
[14] drayanajordan
[4] drjessigold
[4] #blackphysicians
[3] forbes

Top Words in Tweet in G10:
[29] official_bweems
[29] hiring
[29] event
[29] coordinator
[29] year
[29] long
[29] position
[29] funded
[29] nsf
[28] cnidarians_rock

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[200] guess,published
[200] published,washington
[200] washington,shared
[200] shared,story
[200] story,world
[200] world,hear
[200] hear,link
[199] drandriatatem,guess
[199] link,comment
[59] official,promoted

Top Word Pairs in Tweet in G1:
[39] jeremyfarrar,michelle_cruk
[39] michelle_cruk,ukri_ceo
[39] ukri_ceo,evidencebase_im
[39] evidencebase_im,thepeopleshubuk
[39] thepeopleshubuk,petejacksongmp
[39] petejacksongmp,rossthomson26
[39] rossthomson26,suzanne_garrett
[37] braincures,jeremyfarrar
[9] suzanne_garrett,mâ
[7] dorothydalton,profgrahamtowl

Top Word Pairs in Tweet in G2:
[188] guess,published
[188] published,washington
[188] washington,shared
[188] shared,story
[188] story,world
[188] world,hear
[188] hear,link
[187] drandriatatem,guess
[187] link,comment
[2] important,perspective

Top Word Pairs in Tweet in G3:
[22] #blackintheivory,book
[16] pay,150
[16] dm,email
[15] always,looking
[15] looking,columns
[15] columns,bipoc
[15] bipoc,scholars
[15] scholars,pay
[15] #blackintheivory,blackintheivory
[14] black,woman

Top Word Pairs in Tweet in G4:
[59] over,year
[59] year,ago
[59] ago,shared
[59] shared,experiences
[59] experiences,unc
[59] unc,during
[59] during,#blackintheivory
[59] #blackintheivory,discussion
[59] discussion,bit
[58] drjasonjohnson,over

Top Word Pairs in Tweet in G5:
[57] official,promoted
[57] promoted,associate
[57] associate,professor
[57] professor,uofmaryland
[57] uofmaryland,tenured
[57] tenured,#blackintheivory
[56] activeroberts,official
[56] #blackintheivory,#b
[10] black,faculty
[9] woman,pulitzer

Top Word Pairs in Tweet in G6:
[45] academia,best
[45] best,dei
[45] dei,work
[45] work,previous
[45] previous,institution
[45] institution,led
[45] led,someone
[45] someone,getting
[45] getting,grant
[44] cclaremdmph,academia

Top Word Pairs in Tweet in G7:
[39] coming,fall
[39] fall,2023
[39] 2023,unc_press
[39] unc_press,anthology
[39] anthology,#blackintheivory
[37] #blackintheivory,experiences
[37] experiences,edited
[37] edited,drshardedavis
[37] drshardedavis,interested
[30] unc_press,coming

Top Word Pairs in Tweet in G8:
[20] chair,board
[20] board,judging
[20] judging,black
[20] black,woman
[20] woman,college
[20] college,degree
[20] degree,lied
[20] lied,having
[19] docmosho,chair
[19] having,assoc

Top Word Pairs in Tweet in G9:
[15] #blackintheivory,#blackinstem
[15] #blackinstem,#blacktechtwitter
[15] #blacktechtwitter,#blackademic
[15] #blackademic,#blackinmedicine
[15] #blackinmedicine,#blacklivesmatter
[14] drayanajordan,#blackintheivory
[2] during,pandemic
[2] pandemic,economic
[2] economic,crisis
[2] crisis,global

Top Word Pairs in Tweet in G10:
[29] official_bweems,hiring
[29] hiring,event
[29] event,coordinator
[29] coordinator,year
[29] year,long
[29] long,position
[29] position,funded
[29] funded,nsf
[28] cnidarians_rock,official_bweems
[2] scientist,group

Top Replied-To
Top Replied-To in Entire Graph:
@jeremyfarrar
@gemnetworkuon
@highly_flavourd
@dorothydalton
@braincures
@littlelizs
@drumeshprabhu
@naomiedu
@dressamohamed
@jutlp

Top Replied-To in G1:
@jeremyfarrar
@dorothydalton
@drumeshprabhu
@littlelizs
@braincures

Top Replied-To in G4:
@sospicy910
@ange_patricia
@weydling_yuri

Top Replied-To in G6:
@dressamohamed
@naomiedu

Top Replied-To in G8:
@drraymd
@gradydoctor

Top Replied-To in G9:
@jonasattilus

Top Replied-To in G10:
@official_bweems

Top Mentioned
Top Mentioned in Entire Graph:
@drandriatatem
@drjasonjohnson
@unc
@activeroberts
@uofmaryland
@cclaremdmph
@drshardedavis
@blackintheivory
@ukri_ceo
@braincures

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

Top Mentioned in G2:
@drandriatatem
@uche_blackstock
@usnehal
@shesinpsych

Top Mentioned in G3:
@blackintheivory
@professorisin
@columbiasig
@ravenscimaven
@allantewhitmore
@rikoamour
@blkingradschool
@phdivaspodcast
@krismereigh
@drshardedavis

Top Mentioned in G4:
@drjasonjohnson
@unc
@uncpolisci
@threadreaderapp
@weydling_yuri
@feministajones
@nhannahjones
@sospicy910
@ange_patricia

Top Mentioned in G5:
@activeroberts
@uofmaryland
@penn_state
@drcegreen
@andrealgilmore
@drandriatatem

Top Mentioned in G6:
@cclaremdmph
@drbrittanij
@drandriatatem
@evodevopanam
@evodevo_bmc
@jballs1908
@verified
@evodevodiva
@naomiedu
@nataliapabonmo1

Top Mentioned in G7:
@drshardedavis
@unc_press
@blackintheivory
@uchi_uconn
@smileitsjoy
@esmcintyre
@blkwomenstudies
@academicchatter
@drandriatatem
@blackwomenstem

Top Mentioned in G8:
@docmosho
@iemcelroy
@rcg1812
@umaduekwemd
@nationwidekids
@cclaremdmph
@mahad_minhas
@traependergrast
@brichristophers
@molliemarr

Top Mentioned in G9:
@drayanajordan
@drjessigold
@forbes
@dmgraymd
@crzycreolemommy
@blackingastro
@bonfire
@nema_org
@f
@askdrfatima

Top Mentioned in G10:
@nsf
@cnidarians_rock
@official_bweems
@miss_elasmo
@daly66

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@femtech_
@thereal_rebel
@feministajones
@rosenchild
@indiatoday
@guardian
@googleexpertuk
@marting8177
@burnettcynthia

Top Tweeters in G1:
@femtech_
@rosenchild
@googleexpertuk
@marting8177
@nicochan33
@drumeshprabhu
@doctorow
@serenashimaward
@funder
@tristramwyatt

Top Tweeters in G2:
@uscgamecockboy
@netbacker
@dialogician
@tinu
@daniellegembala
@carrdiganbutton
@unclemuley
@tomvarghesejr
@aunty__em
@kausikdatta22

Top Tweeters in G3:
@guardian
@nanayasleeps
@whit_wanderer23
@buckleyswartz
@katimorris_h
@astrostarbright
@teenygozer
@abaldtenderoni
@uf
@keithboykin

Top Tweeters in G4:
@threadreaderapp
@thereal_rebel
@feministajones
@burnettcynthia
@inforenique
@sailorpsy
@dazilmz
@rteachquijote
@tejida
@tashica4

Top Tweeters in G5:
@helpyougetgains
@1naturalzeta
@sharkgurl2
@drcaberry
@tiqchapa108
@timothyfbryson
@joefeagin
@rak_strong
@thezombieronin
@mariavee

Top Tweeters in G6:
@__maryellen
@rowlandm
@shaboom
@iridienne
@speedy2daneedy
@shiplives
@botforequality
@naomiedu
@momentswithmani
@crystalsimeoni

Top Tweeters in G7:
@academicchatter
@smileitsjoy
@dem8z
@davidgilmore55
@keishablain
@robinlturnerphd
@redclayscholar
@esmcintyre
@dra_m_a
@friede

Top Tweeters in G8:
@princesshoped
@chkl8dva
@sonicubed
@elliespharm
@chasetmanderson
@kit1049
@traependergrast
@journeyofjag
@soumya_goblue
@drraymd

Top Tweeters in G9:
@jfsebastian146
@sanitythief
@themuslimhippie
@forbes
@nativeone
@drjessigold
@botblacktech
@drfna
@crzycreolemommy
@amermedicalassn

Top Tweeters in G10:
@whysharksmatter
@immabiolog
@mcmsharksxx
@aqua__ana
@nsf
@advancegeo
@anemone_padawan
@drseabove
@lacksauthority
@daly66


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