#BlackInTheIvory, Twitter, 4/10/2021 8:23:34 AM, 252517


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#BlackInTheIvory_2021-04-10_00-36-01.xlsx
#BlackInTheIvory_2021-04-10_00-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 10, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3t7UcHc
@blackintheivory
@deepseadawn
@braincures
@profalang
@do_kinder
@hendrattaali
@drkerrymitchell
@needhibhalla
@bikomandelagray
@jorycl

Top hashtags:
#blackintheivory
#academictwitter
#blm
#womeninscience
#blackinstem

Description:
Description
The graph represents a network of 944 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, 10 April 2021 at 07:36 UTC.

The requested start date was Saturday, 10 April 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, 12-hour, 18-minute period from Thursday, 11 March 2021 at 01:41 UTC to Friday, 09 April 2021 at 13:59 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 : 944
Unique Edges : 582
Edges With Duplicates : 2065
Total Edges : 2647
Number of Edge Types : 5
Tweet : 144
Retweet : 702
MentionsInRetweet : 1298
Replies to : 21
Mentions : 482
Self-Loops : 165
Reciprocated Vertex Pair Ratio : 0.0206513105639396
Reciprocated Edge Ratio : 0.0404669260700389
Connected Components : 78
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 725
Maximum Edges in a Connected Component : 2272
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.736964
Graph Density : 0.00144350881607563
Modularity : 0.438317
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 944 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, 10 April 2021 at 07:36 UTC.

The requested start date was Saturday, 10 April 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, 12-hour, 18-minute period from Thursday, 11 March 2021 at 01:41 UTC to Friday, 09 April 2021 at 13:59 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:
[13] https://academicjobsonline.org/ajo/jobs/18351?utm_campaign=google_jobs_apply&utm_source=google_jobs_apply&utm_medium=organic
[6] https://theprofessorisin.com/2021/03/12/someone-who-speaks-my-language-blm-guest-post/
[6] https://theprofessorisin.com/2021/04/01/black-women-in-higher-ed/
[5] https://www.cambridge.org/core/journals/modern-american-history/article/on-the-experiences-of-black-historians/56E73E1E1F979472998B3BA59D403E03#.YEEei7NLmh4.twitter
[5] https://blackintheivory.net/
[4] https://www.kcts9.org/show/hidden-barriers/episode/opening-the-doors-to-medical-school-lrdjfk
[3] https://www.rit.edu/diversity/ffcep
[2] https://twitter.com/caitskirby/status/1380146227220729856
[2] https://comrades777.medium.com/u-of-l-students-occupy-campus-with-demands-for-structural-change-f7f23ef56689
[2] https://twitter.com/Wymelenberg/status/1371697127609434113

Top URLs in Tweet in G1:
[13] https://academicjobsonline.org/ajo/jobs/18351?utm_campaign=google_jobs_apply&utm_source=google_jobs_apply&utm_medium=organic
[4] https://blackintheivory.net/
[2] https://twitter.com/Wymelenberg/status/1371697127609434113
[1] https://www.kcts9.org/show/hidden-barriers/episode/opening-the-doors-to-medical-school-lrdjfk
[1] https://www.youtube.com/watch?v=rP_kXoljpKQ&feature=youtu.be

[1] https://www.elle.com/
[1] https://www.theguardian.com/education/2020/jul/28/uks-white-female-academics-are-being-privileged-above-women-and-men-of-colour
[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/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 G2:
[2] https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2020AV000358?cookieSet=1
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-00168-y
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D-JKOu15kJEA&q=EgS4SO-bGIWrxYMGIhkA8aeDS8ksphvqSqTTHXevDKRMDbd1mIbUMgFy
[1] https://twitter.com/deepseadawn/status/1370151351141863425

Top URLs in Tweet in G3:
[1] https://twitter.com/JaredWatson38/status/1371486752867749892

Top URLs in Tweet in G4:
[1] https://sahanjournal.com/education/musab-hussein-carlson-discrimination/
[1] https://www.ftc.gov/system/files/warning-letters/fda-covid-19-letter_1_party_time.pdf
[1] https://twitter.com/JasonEseminars/status/1295604032334114819
[1] https://twitter.com/uche_blackstock/status/1370387159983788033
[1] https://apple.news/AplmSTnpvSfm2Jqr1TIcCFw

Top URLs in Tweet in G5:
[1] https://twitter.com/TrovatoNina/status/1370115146408996872
[1] https://twitter.com/TrovatoNina/status/1370107754849927175

Top URLs in Tweet in G8:
[3] https://www.kcts9.org/show/hidden-barriers/episode/opening-the-doors-to-medical-school-lrdjfk
[1] https://twitter.com/_sjpeace_/status/1374636424465637385

Top URLs in Tweet in G9:
[1] https://iu.co1.qualtrics.com/jfe/form/SV_byIrygch1e9Iki9
[1] https://twitter.com/AnnKimbleHill/status/1372984600092409867

Top URLs in Tweet in G10:
[1] https://www.instagram.com/p/CM4xWWwFwbv/?igshid=csous4afuj57

Top Domains
Top Domains in Tweet in Entire Graph:
[46] twitter.com
[21] theprofessorisin.com
[13] academicjobsonline.org
[5] nature.com
[5] google.com
[5] cambridge.org
[5] blackintheivory.net
[4] youtube.com
[4] kcts9.org
[3] theguardian.com

Top Domains in Tweet in G1:
[13] academicjobsonline.org
[9] twitter.com
[4] blackintheivory.net
[2] theguardian.com
[1] kcts9.org
[1] youtube.com
[1] elle.com
[1] nature.com

Top Domains in Tweet in G2:
[2] wiley.com
[1] nature.com
[1] google.com
[1] twitter.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] sahanjournal.com
[1] ftc.gov
[1] apple.news

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G8:
[3] kcts9.org
[1] twitter.com

Top Domains in Tweet in G9:
[1] qualtrics.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] instagram.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[454] blackintheivory
[47] academictwitter
[33] blm
[30] womeninscience
[26] blackinstem
[24] futurefaculty
[20] academicchatter
[19] womensherstorymonth
[18] sistahscholar
[14] professor



Top Hashtags in Tweet in G1:
[79] blackintheivory
[19] womensherstorymonth
[18] sistahscholar
[13] womeninscience
[13] mentors
[9] blackinstem
[8] academic
[7] womeninstem
[6] womenshistorymonth
[6] academictwitter

Top Hashtags in Tweet in G2:
[16] womeninscience
[4] blackintheivory
[1] womenintech
[1] womeninstem

Top Hashtags in Tweet in G3:
[3] blackintheivory
[2] blackmedtwitter
[2] medtwitter
[1] blackmatch2021
[1] academictwitter
[1] surgery
[1] blackinmedicine
[1] matchday
[1] matchday2021
[1] matchweek

Top Hashtags in Tweet in G4:
[48] blackintheivory
[2] medtwitter
[2] blackinstem
[2] meghanmarkle
[2] blackwomen
[2] hbcus
[1] covid19
[1] meded
[1] blackwomenatwork
[1] blackwomenintech

Top Hashtags in Tweet in G5:
[64] blackintheivory
[5] blacklivesmatter
[3] hofstrauniversity
[2] hofstra
[1] systemicracism
[1] studentathletes
[1] metoo

Top Hashtags in Tweet in G6:
[2] blackintheivory

Top Hashtags in Tweet in G7:
[31] blackintheivory

Top Hashtags in Tweet in G8:
[28] blackintheivory
[3] equity
[3] representationmatters
[1] blackmeninmedicine
[1] nativeamerican
[1] latinx
[1] savingkids
[1] blackinpsych
[1] blackademic

Top Hashtags in Tweet in G9:
[5] blackintheivory
[3] blackintheacademy
[2] research
[2] ces
[1] blackacademia
[1] counseling
[1] education
[1] racism
[1] blackacademics
[1] racismstudy

Top Hashtags in Tweet in G10:
[2] blackintheivory
[1] blackinstem
[1] scicomm
[1] academictwitter
[1] phdchat

Top Words
Top Words in Tweet in Entire Graph:
[454] #blackintheivory
[216] black
[99] academia
[97] share
[77] make
[73] please
[73] american
[73] campus
[73] racism
[71] deepseadawn

Top Words in Tweet in G1:
[79] #blackintheivory
[40] ukri_ceo
[38] braincures
[35] suzanne_garrett
[34] jeremyfarrar
[34] thepeopleshubuk
[34] rossthomson26
[33] michelle_cruk
[33] evidencebase_im
[33] petejacksongmp

Top Words in Tweet in G2:
[59] deepseadawn
[30] powerful
[30] vernon_morris
[30] black
[27] miss
[27] piece
[27] combating
[27] racism
[27] geosciences
[27] reflections

Top Words in Tweet in G3:
[52] class
[51] re
[51] share
[51] congratulations
[51] female
[51] uncommon
[51] african
[51] american
[51] make
[50] drkerrymitchell

Top Words in Tweet in G4:
[48] #blackintheivory
[42] story
[42] sure
[42] staff
[42] member
[42] protesting
[42] summer
[42] usual
[42] performative
[42] allyship

Top Words in Tweet in G5:
[64] #blackintheivory
[49] kristalzook
[35] bikomandelagray
[27] speaking
[25] dr
[25] academia
[24] black
[21] pursue
[21] hofstrau
[20] thought

Top Words in Tweet in G6:
[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 G7:
[32] campus
[32] karen
[31] #blackintheivory
[31] minding
[31] business
[31] walking
[31] morning
[31] random
[31] approaches
[30] chryllaird

Top Words in Tweet in G8:
[28] #blackintheivory
[23] drraymd
[23] student
[23] resident
[23] attending
[23] three
[23] generations
[23] black
[23] excellence
[23] nationwidekids

Top Words in Tweet in G9:
[22] please
[21] consider
[21] participating
[21] dissertation
[18] research
[18] biancaraug
[12] black
[12] american
[12] jamaican
[10] survey

Top Words in Tweet in G10:
[54] academia
[27] many
[27] folks
[27] asked
[27] left
[27] reframe
[27] losing
[27] know
[26] sciencebey
[2] #blackintheivory

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[55] re,share
[55] share,congratulations
[55] congratulations,female
[55] female,class
[55] class,uncommon
[55] uncommon,african
[55] african,american
[55] american,make
[54] drkerrymitchell,re
[54] make,plasti

Top Word Pairs in Tweet in G1:
[33] jeremyfarrar,michelle_cruk
[33] michelle_cruk,ukri_ceo
[33] ukri_ceo,evidencebase_im
[33] evidencebase_im,thepeopleshubuk
[33] thepeopleshubuk,petejacksongmp
[33] petejacksongmp,rossthomson26
[33] rossthomson26,suzanne_garrett
[31] braincures,jeremyfarrar
[14] #blackintheivory,book
[13] truly,humbled

Top Word Pairs in Tweet in G2:
[27] miss,powerful
[27] powerful,piece
[27] piece,vernon_morris
[27] vernon_morris,combating
[27] combating,racism
[27] racism,geosciences
[27] geosciences,reflections
[27] reflections,black
[26] deepseadawn,miss
[26] black,professo

Top Word Pairs in Tweet in G3:
[51] re,share
[51] share,congratulations
[51] congratulations,female
[51] female,class
[51] class,uncommon
[51] uncommon,african
[51] african,american
[51] american,make
[50] drkerrymitchell,re
[50] make,plasti

Top Word Pairs in Tweet in G4:
[42] #blackintheivory,story
[42] story,sure
[42] sure,staff
[42] staff,member
[42] member,protesting
[42] protesting,summer
[42] summer,usual
[42] usual,performative
[42] performative,allyship
[41] profalang,#blackintheivory

Top Word Pairs in Tweet in G5:
[20] academia,thought
[20] thought,best
[20] best,avenue
[20] avenue,pursue
[20] pursue,calling
[20] calling,namely
[20] namely,prophetically
[20] prophetically,speaking
[20] speaking,truth
[19] bikomandelagray,academia

Top Word Pairs in Tweet in G6:
[34] thrilled,share
[34] share,ll
[34] ll,pursuing
[34] pursuing,phd
[34] phd,organizational
[34] organizational,behavior
[34] behavior,harvardhbs
[34] harvardhbs,starting
[34] starting,fall
[34] fall,more

Top Word Pairs in Tweet in G7:
[31] #blackintheivory,minding
[31] minding,business
[31] business,walking
[31] walking,campus
[31] campus,morning
[31] morning,random
[31] random,karen
[31] karen,approaches
[30] chryllaird,#blackintheivory

Top Word Pairs in Tweet in G8:
[23] student,resident
[23] resident,attending
[23] attending,three
[23] three,generations
[23] generations,black
[23] black,excellence
[23] excellence,nationwidekids
[23] nationwidekids,#blackintheivory
[22] drraymd,student
[22] #blackintheivory,#blackmeninme

Top Word Pairs in Tweet in G9:
[21] please,consider
[21] consider,participating
[21] participating,dissertation
[18] dissertation,research
[12] black,american
[12] american,jamaican
[10] biancaraug,please
[9] research,exploring
[9] exploring,cross
[9] cross,cultural

Top Word Pairs in Tweet in G10:
[27] many,folks
[27] folks,asked
[27] asked,left
[27] left,academia
[27] academia,reframe
[27] reframe,academia
[27] academia,losing
[27] losing,know
[26] sciencebey,many

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@deepseadawn
@drkerrymitchell
@kristalzook
@profalang
@ukri_ceo
@braincures
@harvardhbs
@suzanne_garrett
@snsmithsns
@blackintheivory

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

Top Mentioned in G2:
@deepseadawn
@vernon_morris
@uscwrigleyinst
@blkingeoscience
@dryemiadebiyi
@hendrattaali
@lamontearth
@jenn_bernstein
@sat_oceans
@bikomandelagray

Top Mentioned in G3:
@drkerrymitchell
@dreze_pathology
@harvardplastics

Top Mentioned in G4:
@profalang
@shekinahspeaks
@uche_blackstock
@docmosho
@deepseadawn
@genderequity4a1
@eking719
@oni_blackstock
@karenhunter
@drdanijackson

Top Mentioned in G5:
@kristalzook
@bikomandelagray
@hofstrau
@herbertschoolhu
@charleswmckinn2
@huchronicle
@alexmpinedatv
@veronicalipp
@syracuseu
@cnn

Top Mentioned in G6:
@harvardhbs
@snsmithsns
@chryllaird

Top Mentioned in G7:
@chryllaird

Top Mentioned in G8:
@drraymd
@nationwidekids
@drkerrymitchell
@drayanajordan
@askteendoc
@biancaraug
@amerpedsociety
@aamcnews

Top Mentioned in G9:
@biancaraug
@annkimblehill
@chemdiversity

Top Mentioned in G10:
@sciencebey
@chryllaird
@deepseadawn

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@cipherequality
@rosenchild
@jjj5819
@googleexpertuk
@khuze_elikhulu
@amadii
@marting8177
@debbie_dease
@igallupd

Top Tweeters in G1:
@femtech_
@rosenchild
@jjj5819
@googleexpertuk
@marting8177
@nicochan33
@drumeshprabhu
@mimproxyble
@tristramwyatt
@laserhaas01

Top Tweeters in G2:
@publichealthmap
@0mgould
@deepseadawn
@_ellabot
@emsaurios
@ecogrounded
@gis4schools
@harvey01957
@aguscipolicy
@palaeobak

Top Tweeters in G3:
@aribabaj
@itsmethehbic
@tokunbokoiki
@degreed_chick
@ife0ma
@krustyy_krabs
@mikapsky
@yeoutsang
@sages_updates
@gb_sci

Top Tweeters in G4:
@amadii
@igallupd
@fiyasturm
@suestroud
@themuslimhippie
@dorothyk98
@koshersoul
@chkl8dva
@bluedrummajor
@mbdigital001

Top Tweeters in G5:
@conjja
@cnn
@les_the_great
@deeshaphilyaw
@fatchronic
@aejohnsonphd
@dem8z
@moris_mementos
@foodnrevolution
@almondebrown

Top Tweeters in G6:
@ethereal_ilo
@everevolving_e
@hbsalumni
@lilli_hopkins
@timothyfbryson
@imforeverjane
@itsafronomics
@_khaleelah
@jerry56241107
@_lilbalt_

Top Tweeters in G7:
@janniaragon
@raulpacheco
@ellabellableu
@mydibath
@ivuoma
@thejeffbyrnes
@chryllaird
@sharronapearl
@profmusgrave
@clutchscience

Top Tweeters in G8:
@debbie_dease
@sonicubed
@mromara30
@moorejh
@erohealthcomms
@drraymd
@tmprowell
@nationwidekids
@black_students
@quantumshiraz

Top Tweeters in G9:
@drklclemons
@thartman2u
@drtee_3
@dajanaepalmer
@collectivebarc
@angela_irvin
@nasadoc
@thedrkey
@peaches0878
@labpallas

Top Tweeters in G10:
@dd9000
@solarpowerspork
@needhibhalla
@scicommbot
@ickiestvicki
@oletaknowsstuff
@nkagetsu
@hwahl16
@spacescisteph
@sciencebey


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