#BlackInTheIvory, Twitter, 6/17/2020 8:22:02 AM, 229429


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#BlackInTheIvory_2020-06-17_00-16-22.xlsx
#BlackInTheIvory_2020-06-17_00-16-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 17, 2020
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/2N2hjzz
@bumpuslab
@hopkinsmedicine
@blackintheivory
@doritmi
@jesswade
@drmonicacox
@yougochi
@shanaredmond
@wateryousayin
@guta1610

Top hashtags:
#blackintheivory
#strike4blacklives
#blacklivesmatter
#defundpolice

Description:
Description
The graph represents a network of 1,880 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, 17 June 2020 at 07:16 UTC.

The requested start date was Wednesday, 17 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 9-hour, 44-minute period from Tuesday, 16 June 2020 at 13:49 UTC to Tuesday, 16 June 2020 at 23:34 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 : 1880
Unique Edges : 1070
Edges With Duplicates : 3627
Total Edges : 4697
Number of Edge Types : 5
Retweet : 1730
MentionsInRetweet : 2468
Tweet : 205
Replies to : 35
Mentions : 259
Self-Loops : 211
Reciprocated Vertex Pair Ratio : 0.00919188050555343
Reciprocated Edge Ratio : 0.0182163187855787
Connected Components : 124
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 1552
Maximum Edges in a Connected Component : 4230
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.864682
Graph Density : 0.00074592642079875
Modularity : 0.510912
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,880 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, 17 June 2020 at 07:16 UTC.

The requested start date was Wednesday, 17 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 9-hour, 44-minute period from Tuesday, 16 June 2020 at 13:49 UTC to Tuesday, 16 June 2020 at 23:34 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:
[11] https://www.forbes.com/sites/jessicagold/2020/06/12/i-am-tired-what-black-doctors-need-you-to-know-right-now/
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-01741-7
[5] https://en.wikipedia.org/wiki/Limkokwing_University_of_Creative_Technology
[3] https://twitter.com/smileitsjoy/status/1272989835804975104
[3] https://www.motherjones.com/anti-racism-police-protest/2020/06/blackintheivory-racism-academia-science-stem/
[3] https://rothfelslab.berkeley.edu/2020/06/04/the-rothfels-lab-stands-against-racism-everywhere/
[3] https://twitter.com/DrMonicaCox/status/1162195453896798208
[2] https://twitter.com/mathoncoblog/status/1272922221992914952
[2] https://docs.google.com/document/d/1e86Xa90_9sDOWgU01C1D438qRViXiAdOSuBxjmLebE4/edit?usp=sharing
[2] https://www.kut.org/post/tired-racism-academia-ut-phd-student-created-blackintheivory

Top URLs in Tweet in G2:
[3] https://twitter.com/smileitsjoy/status/1272989835804975104
[3] https://www.motherjones.com/anti-racism-police-protest/2020/06/blackintheivory-racism-academia-science-stem/
[2] https://twitter.com/keilandwcooper/status/1272968268299419648
[1] https://twitter.com/krw18/status/1272987045686804480
[1] https://twitter.com/to_massi/status/1272987257742467074
[1] https://twitter.com/KeilandWCooper/status/1272990534508797952
[1] https://www.nature.com/articles/d41586-020-01741-7?utm_source=twitter&utm_medium=social&utm_content=organic&utm_campaign=NGMT_USG_JC01_GL_Nature
[1] https://twitter.com/BumpusLab/status/1272982168575381504
[1] https://twitter.com/drmlb/status/1272877072222830594
[1] https://twitter.com/UREssien/status/1272862615312773121

Top URLs in Tweet in G4:
[3] https://twitter.com/DrMonicaCox/status/1162195453896798208
[1] https://twitter.com/engrinclusion/status/1270516835985883138
[1] https://twitter.com/TMaganaMD/status/1271493317943898112

Top URLs in Tweet in G5:
[1] https://rothfelslab.berkeley.edu/2020/06/04/the-rothfels-lab-stands-against-racism-everywhere/

Top URLs in Tweet in G6:
[1] https://medium.com/the-sundial-acmrs/its-time-to-end-the-publishing-gatekeeping-75207525f587
[1] https://twitter.com/LaurenHallion/status/1272972851335872513
[1] https://twitter.com/KeilandWCooper/status/1272990534508797952

Top URLs in Tweet in G7:
[11] https://www.forbes.com/sites/jessicagold/2020/06/12/i-am-tired-what-black-doctors-need-you-to-know-right-now/
[2] https://twitter.com/drjessigold/status/1272904644931567619
[1] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955
[1] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955/#.XujvNaqHzzA.twitter
[1] https://www.chronicle.com/article/I-Was-Fed-Up-How/248955/#.Xuji_Q6LBuc.twitter

Top URLs in Tweet in G8:
[1] https://www.kevinmd.com/blog/2020/06/the-black-physicians-burden.html
[1] https://twitter.com/CarminRosado/status/1272290220147380224?s=20

Top URLs in Tweet in G9:
[2] https://www.forbes.com/sites/jessicagold/2020/06/16/black-doctors-need-more-than-demonstrations-they-need-change/
[1] https://www.forbes.com/sites/jessicagold/2020/06/16/black-doctors-need-more-than-demonstrations-they-need-change/#2342ad723559
[1] https://www.forbes.com/sites/jessicagold/2020/06/16/black-doctors-need-more-than-demonstrations-they-need-change/#4373bfda3559
[1] https://twitter.com/choo_ek/status/1272905888702124032

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[772] blackintheivory
[112] strike4blacklives
[101] blacklivesmatter
[23] defundpolice
[21] blackinstem
[18] poc
[12] tenureforpaul
[9] blackphysicians
[8] nomore
[7] harvardfas



Top Hashtags in Tweet in G1:
[7] blackintheivory
[2] blackmailed
[2] setuptofailby2ndadviser
[2] pushedout
[1] blackinstem

Top Hashtags in Tweet in G2:
[92] blackintheivory
[3] blackwomen
[3] blackmen
[2] blackinivory
[2] blackintheivoryortho
[2] orthotwitter
[2] tellyourstory
[1] wearedonedying
[1] blacklivesmattters
[1] socialjustice

Top Hashtags in Tweet in G3:
[106] blackintheivory
[103] strike4blacklives

Top Hashtags in Tweet in G4:
[11] blackintheivory
[4] nomore
[1] strike4blacklives
[1] blackintheblack

Top Hashtags in Tweet in G5:
[6] blackintheivory
[2] womeninmedicine
[1] academia
[1] blackandstem
[1] blackinnature
[1] shutdownstem
[1] amplifyblackstem

Top Hashtags in Tweet in G6:
[15] blackintheivory
[3] antiracist
[3] raceb4race
[2] academictwitter
[1] changeischangeaint
[1] institutionalracism
[1] antiblackracism
[1] academic
[1] blacklivesmatter

Top Hashtags in Tweet in G7:
[44] blacklivesmatter
[22] blackintheivory
[3] blackmeninmed
[3] blackmedtwitter
[3] blackexcellence
[1] blackinmedicine
[1] blacktwitter
[1] medtwitter
[1] academia

Top Hashtags in Tweet in G8:
[21] blackintheivory
[1] medtwitter
[1] medstudenttwitter

Top Hashtags in Tweet in G9:
[24] blackintheivory
[9] blackphysicians
[2] blacklivesmatter
[1] medtwitter
[1] blm
[1] stem

Top Hashtags in Tweet in G10:
[33] blackintheivory
[2] covid19
[1] blacklivesmatter
[1] strike4blacklives

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[302] black
[296] first
[296] woman
[295] institutions
[294] bumpuslab
[293] department
[292] last
[292] month
[292] became
[292] chair

Top Words in Tweet in G2:
[95] smileitsjoy
[92] #blackintheivory
[74] black
[56] drshardedavis
[40] folx
[39] two
[38] work
[38] research
[36] learn
[35] take

Top Words in Tweet in G3:
[110] black
[106] #blackintheivory
[103] stories
[103] shared
[103] during
[103] #strike4blacklives
[103] highlight
[103] racism
[103] researchers
[103] face

Top Words in Tweet in G4:
[95] drmonicacox
[90] diversity
[89] waiting
[89] universities
[89] inclusion
[89] right
[89] launching
[89] something
[89] resources
[89] help

Top Words in Tweet in G5:
[71] open
[71] letter
[71] science
[71] colleagues
[71] mentors
[71] friends
[71] sadness
[71] anger
[71] frustration
[71] felt

Top Words in Tweet in G6:
[148] black
[138] more
[132] calls
[68] police
[66] hire
[66] deans
[66] provosts
[66] dissimilar
[66] officers
[66] ask

Top Words in Tweet in G7:
[44] statement
[44] #blacklivesmatter
[44] recent
[44] events
[44] dust
[44] settling
[44] return
[44] normal
[43] bmsacanada
[22] #blackintheivory

Top Words in Tweet in G8:
[57] nearly
[57] constant
[57] state
[57] anger
[32] feel
[31] racist
[30] unable
[30] fully
[30] focus
[30] studies

Top Words in Tweet in G9:
[24] #blackintheivory
[21] drjessigold
[20] forbes
[20] doing
[18] fstanfordmd
[13] black
[12] drdanijackson
[12] read
[11] adocnameddani
[11] pre_rad

Top Words in Tweet in G10:
[46] black
[33] #blackintheivory
[27] people
[25] science
[24] unc
[24] accepted
[24] chancellor
[24] scholar
[24] css
[23] kristenelise20

Top Word Pairs
Top Word Pairs in Tweet in G2:
[296] two,black
[292] smileitsjoy,drshardedavis
[292] black,women
[292] folx,gathering
[292] gathering,tweets
[292] tweets,research
[292] research,learn
[292] learn,legit
[292] legit,stop
[292] stop,internet

Top Word Pairs in Tweet in G3:
[39] stories,shared
[38] shared,#blackintheivory
[35] #blackintheivory,during
[35] during,#strike4blacklives
[35] #strike4blacklives,highlight
[35] highlight,racism
[35] racism,black
[35] black,researchers
[35] researchers,face
[35] jesswade,stories

Top Word Pairs in Tweet in G4:
[103] waiting,universities
[103] universities,diversity
[103] diversity,inclusion
[103] inclusion,right
[103] right,launching
[103] launching,something
[103] something,resources
[103] resources,help
[103] drmonicacox,waiting
[102] bumpuslab,last

Top Word Pairs in Tweet in G5:
[89] open,letter
[89] letter,science
[89] science,colleagues
[89] colleagues,mentors
[89] mentors,friends
[89] friends,sadness
[89] sadness,anger
[89] anger,frustration
[88] frustration,felt
[6] felt,towards

Top Word Pairs in Tweet in G6:
[71] more,black
[71] calls,hire
[71] hire,more
[71] black,deans
[71] deans,provosts
[71] provosts,dissimilar
[71] dissimilar,calls
[71] calls,more
[71] black,police
[71] police,officers

Top Word Pairs in Tweet in G7:
[132] statement,#blacklivesmatter
[66] #blacklivesmatter,recent
[66] recent,events
[66] events,dust
[66] dust,settling
[66] settling,return
[66] return,normal
[66] bmsacanada,statement
[66] tweets,hashtag
[66] hashtag,evidence

Top Word Pairs in Tweet in G8:
[44] nearly,constant
[44] constant,state
[44] state,anger
[44] anger,feel
[44] feel,unable
[44] unable,fully
[44] fully,focus
[43] focus,studies
[19] studies,nearly
[19] yougochi,nearly

Top Word Pairs in Tweet in G9:
[57] read,part
[57] part,forbes
[57] forbes,ask
[30] ask,doing
[30] doing,tell
[30] tell,doing
[30] doing,drdanijackson
[30] drdanijackson,fstanfordmd
[29] fstanfordmd,cq__md
[27] pre_rad,read

Top Word Pairs in Tweet in G10:
[10] unc,accepted
[10] accepted,chancellor
[10] chancellor,science
[10] science,scholar
[10] scholar,css
[10] css,people
[10] people,black
[10] kristenelise20,unc
[10] being,#blackintheivory
[9] #blackintheivory,trying

Top Replied-To
Top Replied-To in Entire Graph:
@keilandwcooper
@neillewisjr
@thephdandme
@docdre
@meredithdclark
@brewersfayre1
@blackgradsemory
@newyorker
@johnshopkins
@bgg2gradschool

Top Replied-To in G2:
@smileitsjoy
@keilandwcooper
@johnshopkins
@thephdandme
@docdre
@meredithdclark
@ucicnlm
@cowprintjeans

Top Replied-To in G4:
@drmonicacox

Top Replied-To in G5:
@mariauloko

Top Replied-To in G8:
@keilandwcooper
@jessie_fin

Top Replied-To in G9:
@dr_mo_1111
@drfolamay

Top Mentioned
Top Mentioned in Entire Graph:
@bumpuslab
@hopkinsmedicine
@jesswade
@drmonicacox
@smileitsjoy
@shanaredmond
@wateryousayin
@guta1610
@drshardedavis
@bmsacanada

Top Mentioned in G1:
@bumpuslab
@hopkinsmedicine
@phdgprotein86
@storiof_life
@ti_enjoli

Top Mentioned in G2:
@smileitsjoy
@drshardedavis
@thephdandme
@broaderimpact
@polumechanos
@texasstandard
@clermoninspires
@drmonicacox
@sarahflorini
@savasavasava

Top Mentioned in G3:
@jesswade
@jedidahislerphd
@bumpuslab
@hopkinsmedicine
@physicsnews
@raengnews
@royalastrosoc
@royalsociety
@guta1610

Top Mentioned in G4:
@drmonicacox
@bumpuslab
@hopkinsmedicine
@dr_bhenderson
@jesswade

Top Mentioned in G5:
@wateryousayin
@kareem_carr
@berkeleyib
@richelletanner
@mariauloko
@blackafinstem
@carminrosado
@shanaredmond
@drdonnica

Top Mentioned in G6:
@shanaredmond
@taoleighgoffe
@clermoninspires
@bumpuslab
@hopkinsmedicine
@drmonicacox
@_thebrownprint_
@kunda_kentay

Top Mentioned in G7:
@bmsacanada
@academicssay
@choo_ek
@chronicle
@gboladi
@yougochi

Top Mentioned in G8:
@yougochi
@sally_nuamah
@carminrosado
@nnkinsi
@bumpuslab
@hopkinsmedicine
@drlynnchiu
@jaycee43public
@orthochickmd
@shanaredmond

Top Mentioned in G9:
@drjessigold
@forbes
@fstanfordmd
@drdanijackson
@adocnameddani
@pre_rad
@cq__md
@aadegbolamd

Top Mentioned in G10:
@unc
@kristenelise20
@derek_novacek
@drfna
@charleswmckinn2
@oartezey
@katsch0
@myalroberson
@bumpuslab
@hopkinsmedicine

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@lizditz
@estarianne
@_l17r_
@frostbite___
@beverlynotmypre
@nytimes
@starfishncoffee
@solon594bce
@corinneam

Top Tweeters in G1:
@estarianne
@frostbite___
@corinneam
@mznikkinew
@ti_enjoli
@gibbselleck
@helflower
@jchrispires
@hallwayhighway
@__maryellen

Top Tweeters in G2:
@nytimes
@starfishncoffee
@notingshaw
@smileitsjoy
@jewelbarnettphd
@docdre
@s_hrines
@kidadaewilliams
@meredithdclark
@vancarlito2003

Top Tweeters in G3:
@dichristine
@_l17r_
@rdgresident
@grb090423
@zapaman
@zugarplume
@astro_jje
@krazykitty
@astrojake
@karenlmasters

Top Tweeters in G4:
@gqsmooth981
@leafwarbler
@sandydarity
@epidatageek
@kejames
@a_treaclemine
@misspaulagreen
@mia_anika_
@blklibrarygirl
@wtfisaidwas

Top Tweeters in G5:
@rachelsnews
@drcswilliam
@jenniferraff
@cataranea
@nunupb
@bangmooner
@drdonnica
@jebyrnes
@mc_north
@fuzzyatelin

Top Tweeters in G6:
@pagilchrist
@danielbaldonado
@jo_marching
@newblackman
@scumbelievable
@tropigalia
@juz_bcuz
@histoftech
@thehenman_12
@fran_afan

Top Tweeters in G7:
@lbrass3
@tinu
@myrenekala
@susiemadrak
@jjschmittersoto
@denniskendel
@nhenryfundi
@sairsyr
@aftjae
@choo_ek

Top Tweeters in G8:
@kim_buh_lee
@susankitchens
@go__dj
@kevinmd
@mrsfrostybby
@gaiusdivifilius
@sbarolo
@gullahfemme
@francesss_3
@lovedvra

Top Tweeters in G9:
@forbes
@ardamora
@monasmitte
@mhcirca1984
@sue_sume
@ch
@drjessigold
@ab_synthia2
@bobdohertyacp
@patrickdoyle_35

Top Tweeters in G10:
@conceptjournal
@drfna
@unc
@kellybear_19xx
@mikewazowski92_
@wordsofseleana
@kdhurdle4
@finetraces786
@amberengineer
@gpmiami


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