#BlackInTheIvory, Twitter, 8/5/2021 7:03:06 PM, 259538


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#BlackInTheIvory_2021-08-05_11-55-42.xlsx
#BlackInTheIvory_2021-08-05_11-55-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 05, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3CuYu0q
@do_kinder
@braincures
@drkysr
@usnehal
@nhannahjones
@arghavan_salles
@b0tsci
@jfsebastian146
@blackintheivory
@prof_andrisse

Top hashtags:
#blackintheivory
#blackinstem
#academictwitter
#blacklivesmatter

Description:
Description
The graph represents a network of 689 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 Thursday, 05 August 2021 at 18:56 UTC.

The requested start date was Wednesday, 04 August 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 27-day, 18-hour, 29-minute period from Monday, 05 July 2021 at 15:00 UTC to Monday, 02 August 2021 at 09:30 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 : 689
Unique Edges : 675
Edges With Duplicates : 1177
Total Edges : 1852
Number of Edge Types : 5
Retweet : 298
MentionsInRetweet : 919
Mentions : 552
Replies to : 23
Tweet : 60
Self-Loops : 76
Reciprocated Vertex Pair Ratio : 0.0268456375838926
Reciprocated Edge Ratio : 0.0522875816993464
Connected Components : 53
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 496
Maximum Edges in a Connected Component : 1470
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.054854
Graph Density : 0.00225934114152631
Modularity : 0.497116
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 689 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 Thursday, 05 August 2021 at 18:56 UTC.

The requested start date was Wednesday, 04 August 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 27-day, 18-hour, 29-minute period from Monday, 05 July 2021 at 15:00 UTC to Monday, 02 August 2021 at 09:30 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:
[6] https://www.imperial.ac.uk/events/137178/black-lives-matter-in-science-and-medicine-part-2/
[4] https://www.chronicle.com/article/young-black-female-and-moving-into-campus-leadership
[2] https://twitter.com/CornelWest/status/1414765668222869508
[2] https://twitter.com/jadeberryjames/status/1418190494690168833
[2] https://twitter.com/lamarrichards_/status/1413126061471248385
[2] https://www.wunc.org/education/2021-06-21/time-faculty-color-explain-made-ready-leave-unc-chapel-hill-education
[2] https://twitter.com/KyraFreestar/status/1412118336356294656
[2] https://academic-editing-circle.us/
[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

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/academicchatter/status/1269684595173326848?s=21
[1] https://www.theguardian.com/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents
[1] https://apple.news/AL3mS6BXQTYiSDf3hY7SEhw
[1] https://www.cbsnews.com/news/nikole-hannah-jones-unc-tenure-professorship-howard-university/

Top URLs in Tweet in G2:
[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.scientificamerican.com/article/the-dark-side-of-being-a-female-shark-researcher/?fbclid=IwAR3tOuq0Tws5DRxtCsjzVGshA3EskxVuZq14VnzJbsyPTMkksY2f9yas05g
[1] https://twitter.com/eswatinobserver/status/1418821895999348739

Top URLs in Tweet in G3:
[2] https://twitter.com/CornelWest/status/1414765668222869508
[1] https://twitter.com/FORsymp/status/1414597239880785924
[1] https://twitter.com/marclamonthill/status/1412389249366773770
[1] https://twitter.com/cbsthismorning/status/1412385828685369356
[1] https://twitter.com/ABC11_WTVD/status/1412901766849515533
[1] https://twitter.com/Formorphology/status/1414353031961870341
[1] https://twitter.com/lutheryoung/status/1418275110369308682
[1] https://twitter.com/NPR/status/1412424102443425796
[1] https://www.dallasnews.com/news/education/2021/07/15/why-are-so-few-black-professors-tenured-texas-has-made-little-progress-despite-promises-of-change/
[1] https://twitter.com/DrTiffM_Lab/status/1417575372929990657

Top URLs in Tweet in G4:
[1] https://twitter.com/rwpusa/status/1419624046526881794
[1] https://twitter.com/matthewjdowd/status/1419623500411777024

Top URLs in Tweet in G5:
[6] https://www.imperial.ac.uk/events/137178/black-lives-matter-in-science-and-medicine-part-2/

Top URLs in Tweet in G6:
[1] https://www.wunc.org/environment/2021-07-26/black-birders-field-safety
[1] https://twitter.com/pankajtri29/status/1420185420189421568
[1] https://upenn.co1.qualtrics.com/jfe/form/SV_41j8ESoUKjC6lme

Top URLs in Tweet in G10:
[1] https://twitter.com/Reshmi777/status/1416068774332043265

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[170] blackintheivory
[28] blackinstem
[27] academictwitter
[19] blacklivesmatter
[17] thespecialreport
[14] womeninstem
[12] dei
[11] academicchatter
[10] blm
[10] highered



Top Hashtags in Tweet in G1:
[8] blackintheivory
[2] academicchatter
[2] blacklivesmatter
[2] metoo
[2] sdgs
[2] sdg8
[2] sdg16
[2] blackinstem
[2] professors
[1] workplacesurvey

Top Hashtags in Tweet in G2:
[10] womeninstem
[8] sharkweek
[5] blackintheivory
[2] blacklivesmatter
[2] blackinstem
[1] bameinstem
[1] shutdownstem
[1] shutdownacademia
[1] blm
[1] whitesupremacy

Top Hashtags in Tweet in G3:
[33] blackintheivory
[5] academictwitter
[3] heli2021
[3] hbcu
[2] blackinmh
[2] blackprofessor
[2] blacklivesmatter
[2] mwrntoday
[2] howardbison
[1] latinasinmedicine

Top Hashtags in Tweet in G4:
[5] blackintheivory
[2] medtwitter
[2] aapi
[2] blm
[1] facts
[1] scicomm
[1] implicitbias
[1] racism
[1] socialmedia
[1] georgefloyd

Top Hashtags in Tweet in G5:
[6] blackintheivory
[6] blackinstem
[6] blacklivesmatter
[2] imperialasone
[2] blm
[2] blackbotanistsweek2021
[1] blackincancer

Top Hashtags in Tweet in G6:
[14] blackintheivory
[9] blackbirders
[9] blackinstem
[9] dei
[8] aafpnc
[1] ornithology
[1] fmrevolution
[1] familymedicine
[1] medstudenttwitter
[1] blackmedtwitter

Top Hashtags in Tweet in G7:
[17] thespecialreport
[2] blackintheivory
[1] blackwomeninmedicine
[1] drirenemulvey
[1] blacktwitter

Top Hashtags in Tweet in G8:
[1] academictwitter
[1] blackinstem
[1] blackintheivory

Top Hashtags in Tweet in G9:
[1] blackintheivory

Top Hashtags in Tweet in G10:
[1] academictwitter
[1] shakerace
[1] blackintheivory

Top Words
Top Words in Tweet in Entire Graph:
[170] #blackintheivory
[57] prof_andrisse
[56] science
[54] excited
[52] black
[49] imperialasone
[43] back
[42] postdoc
[41] matter
[40] white

Top Words in Tweet in G1:
[13] braincures
[9] ukri_ceo
[8] #blackintheivory
[8] jeremyfarrar
[8] thepeopleshubuk
[8] rossthomson26
[8] suzanne_garrett
[7] michelle_cruk
[7] evidencebase_im
[7] petejacksongmp

Top Words in Tweet in G2:
[27] ukri_ceo
[26] suzanne_garrett
[25] braincures
[25] jeremyfarrar
[25] michelle_cruk
[25] evidencebase_im
[25] thepeopleshubuk
[25] petejacksongmp
[25] rossthomson26
[10] #womeninstem

Top Words in Tweet in G3:
[33] #blackintheivory
[18] nhannahjones
[10] cclaremdmph
[10] black
[9] time
[9] crrogersphd
[8] drkysr
[7] excited
[7] participate
[7] summit

Top Words in Tweet in G4:
[5] #blackintheivory
[3] proven
[3] yourself
[2] bipoc
[2] matter
[2] color
[2] people
[2] œat
[2] point
[2] fought

Top Words in Tweet in G5:
[56] prof_andrisse
[48] imperialasone
[39] excited
[38] back
[37] imperialmed
[34] welcome
[34] imperialcollege
[33] follow
[28] science
[28] medicine

Top Words in Tweet in G6:
[14] #blackintheivory
[9] thx
[9] wunc
[9] stories
[9] exposing
[9] challenges
[9] #blackbirders
[9] #blackinstem
[9] field
[9] safety

Top Words in Tweet in G7:
[19] today
[17] college
[17] professors
[17] sound
[17] alarm
[17] racism
[17] #thespecialreport
[17] dr_nmcarter
[17] drayanajordan
[17] omekongo

Top Words in Tweet in G8:
[38] postdoc
[19] starting
[19] last
[19] year
[19] phd
[19] thinking
[19] go
[19] decide
[19] science
[18] bkhamp

Top Words in Tweet in G9:
[20] call
[20] dr
[20] mckinney
[20] clerk
[20] store
[20] greeted
[20] three
[20] young
[20] white
[20] women

Top Words in Tweet in G10:
[34] bipoc
[18] website
[17] bame
[17] scholars
[17] matter
[17] field
[17] reshmi777
[17] launched
[17] aiming
[17] connect

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[37] imperialasone,imperialmed
[37] imperialmed,excited
[34] excited,welcome
[33] welcome,prof_andrisse
[33] prof_andrisse,back
[33] back,imperialcollege
[33] imperialcollege,follow
[32] jeremyfarrar,michelle_cruk
[32] michelle_cruk,ukri_ceo
[32] ukri_ceo,evidencebase_im

Top Word Pairs in Tweet in G1:
[7] braincures,jeremyfarrar
[7] jeremyfarrar,michelle_cruk
[7] michelle_cruk,ukri_ceo
[7] ukri_ceo,evidencebase_im
[7] evidencebase_im,thepeopleshubuk
[7] thepeopleshubuk,petejacksongmp
[7] petejacksongmp,rossthomson26
[7] rossthomson26,suzanne_garrett
[4] braincures,brenda_king_mbe
[4] brenda_king_mbe,katherinefugate

Top Word Pairs in Tweet in G2:
[25] jeremyfarrar,michelle_cruk
[25] michelle_cruk,ukri_ceo
[25] ukri_ceo,evidencebase_im
[25] evidencebase_im,thepeopleshubuk
[25] thepeopleshubuk,petejacksongmp
[25] petejacksongmp,rossthomson26
[25] rossthomson26,suzanne_garrett
[23] braincures,jeremyfarrar
[8] #sharkweek,documentary
[8] documentary,crews

Top Word Pairs in Tweet in G3:
[7] excited,participate
[7] participate,summit
[7] summit,still
[7] still,time
[7] time,register
[7] register,cclaremdmph
[7] cclaremdmph,oni_blackstock
[7] oni_blackstock,uche_blackstock
[7] uche_blackstock,wizdomisms
[6] drkysr,excited

Top Word Pairs in Tweet in G4:
[2] œat,point
[2] point,proven
[2] proven,yourself
[2] yourself,fought
[2] fought,way
[2] way,institutions
[2] institutions,built
[2] built,youâ
[2] youâ,ve

Top Word Pairs in Tweet in G5:
[37] imperialasone,imperialmed
[37] imperialmed,excited
[34] excited,welcome
[33] welcome,prof_andrisse
[33] prof_andrisse,back
[33] back,imperialcollege
[33] imperialcollege,follow
[28] science,medicine
[24] imperialmdr,imperialasone
[24] follow,fan

Top Word Pairs in Tweet in G6:
[9] thx,wunc
[9] wunc,stories
[9] stories,exposing
[9] exposing,challenges
[9] challenges,#blackbirders
[9] #blackbirders,#blackinstem
[9] #blackinstem,#blackintheivory
[9] #blackintheivory,field
[9] field,safety
[9] safety,#dei

Top Word Pairs in Tweet in G7:
[17] college,professors
[17] professors,sound
[17] sound,alarm
[17] alarm,racism
[17] racism,today
[17] today,#thespecialreport
[17] #thespecialreport,dr_nmcarter
[17] dr_nmcarter,drayanajordan
[17] drayanajordan,omekongo
[17] omekongo,aaup

Top Word Pairs in Tweet in G8:
[19] starting,last
[19] last,year
[19] year,phd
[19] phd,thinking
[19] thinking,go
[19] go,postdoc
[19] postdoc,decide
[19] decide,postdoc
[19] postdoc,science
[18] bkhamp,starting

Top Word Pairs in Tweet in G9:
[20] call,dr
[20] dr,mckinney
[20] mckinney,clerk
[20] clerk,store
[20] store,greeted
[20] greeted,three
[20] three,young
[20] young,white
[20] white,women
[19] charleswmckinn2,call

Top Word Pairs in Tweet in G10:
[17] bipoc,bame
[17] bame,scholars
[17] scholars,matter
[17] matter,field
[17] field,reshmi777
[17] reshmi777,launched
[17] launched,website
[17] website,aiming
[17] aiming,connect
[17] connect,bipoc

Top Replied-To
Top Replied-To in Entire Graph:
@jeremyfarrar
@braincures
@nhannahjones
@drumeshprabhu
@littlelizs
@dorothydalton
@__katrinarenee
@asbmb
@cosmicomniverse

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

Top Replied-To in G2:
@jeremyfarrar
@dorothydalton

Top Replied-To in G3:
@nhannahjones
@futuredocs
@sjjphd
@janehmul
@mrahmednurali

Top Replied-To in G4:
@cosmicomniverse
@hvanspall

Top Replied-To in G5:
@imperialasone

Top Mentioned
Top Mentioned in Entire Graph:
@prof_andrisse
@imperialasone
@imperialmed
@ukri_ceo
@braincures
@imperialcollege
@suzanne_garrett
@thepeopleshubuk
@rossthomson26
@michelle_cruk

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

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

Top Mentioned in G3:
@nhannahjones
@cclaremdmph
@crrogersphd
@drkysr
@oni_blackstock
@uche_blackstock
@wizdomisms
@howardu
@k
@cornelwest

Top Mentioned in G4:
@agnessolberg
@esquirern
@sabinehazanmd
@toriesepahmd
@drvantilburg
@suburbanbella
@reallion33
@gallahercaren
@docbasia
@leahhoustonmd

Top Mentioned in G5:
@prof_andrisse
@imperialasone
@imperialmed
@imperialcollege
@imperialmdr
@imperialsci
@csprg_imperial
@itumeleng_m
@braincures
@dorothydalton

Top Mentioned in G6:
@wunc
@coopsciscoop
@reneecrichlowmd
@professorkiddo
@blackintheivory
@murryloub
@ldpharr
@ncstatecnr
@ncstate_fer
@publicsci_ncsu

Top Mentioned in G7:
@dr_nmcarter
@drayanajordan
@omekongo
@aaup
@arevamartin
@dineemd
@lindasuleimanmd

Top Mentioned in G8:
@bkhamp

Top Mentioned in G9:
@charleswmckinn2

Top Mentioned in G10:
@reshmi777
@isasaxonists

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@rosenchild
@angelsscream
@profsunnysingh
@googleexpertuk
@sexygirl798
@marting8177
@jfsebastian146
@redz041
@nicochan33

Top Tweeters in G1:
@rosenchild
@doctorow
@serenashimaward
@funder
@carlark3
@chabis_ch
@nickystevo
@hrw
@robby42394165
@cffschroeder

Top Tweeters in G2:
@femtech_
@googleexpertuk
@marting8177
@nicochan33
@drumeshprabhu
@jinnys0
@tristramwyatt
@botfemale
@laserhaas01
@rossthomson26

Top Tweeters in G3:
@mariolapr
@thetattooedprof
@robincogan
@lapham_katie
@telehealthbot
@mrahmednurali
@drkysr
@nursettg
@janehmul
@futuredocs

Top Tweeters in G4:
@anastasiasmihai
@usnehal
@arghavan_salles
@meganranney
@drfna
@gallahercaren
@choo_ek
@kksheld
@drlindamd
@darakass

Top Tweeters in G5:
@jfsebastian146
@stephen_curry
@naturalsystah
@tanadjoseph
@dorothydalton
@profgrahamtowl
@imperialcollege
@imperialspark
@imperial_ighi
@njpha1

Top Tweeters in G6:
@sandra_phoma
@drmikesevilla
@ohmy_elise
@pshrinkemeritus
@wunc
@aafp
@coopsciscoop
@reneecrichlowmd
@lakehideout
@itsmeeksgirl

Top Tweeters in G7:
@redz041
@arevamartin
@odat2021
@omekongo
@dralfiee
@drayanajordan
@aaup
@syedfah77522597
@aqib89298911
@dr_nmcarter

Top Tweeters in G8:
@conjja
@needhibhalla
@peiferlabunc
@oliviakumana
@drbehardisty
@datakimist
@icjennikins
@mariamh_22
@biobarber
@_emadden

Top Tweeters in G9:
@sexygirl798
@northwestraven1
@docdre
@nyashajunior
@karenhunter
@hipsterelectron
@reneerevelation
@prissedj1
@potentialjuror
@luciana_f_lopez

Top Tweeters in G10:
@angelsscream
@profsunnysingh
@rizikaoikonomik
@profkfh
@faulttolerant_
@admiralhip
@drdadabhoy
@isasaxonists
@pedagogyamlitst
@noraj_williams