#BlackInTheIvory, Twitter, 8/24/2022 10:10:48 AM, 280612


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#BlackInTheIvory_2022-08-24_00-17-21.xlsx
#BlackInTheIvory_2022-08-24_00-17-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 24, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3AjJbar
@braincures
@academicssay
@botfemale
@ebonycartermd
@c_ngaruiya
@blackinneuro
@drcorlin
@do_kinder
@mjwilliamsphd
@dr_ko_08

Top hashtags:
#blackintheivory
#academia
#blackinphotonics
#spieopticsphotonics

Description:
Description
The graph represents a network of 123 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, 24 August 2022 at 07:17 UTC.

The requested start date was Wednesday, 24 August 2022 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, 17-hour, 59-minute period from Monday, 25 July 2022 at 11:05 UTC to Monday, 22 August 2022 at 05:04 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 : 123
Unique Edges : 103
Edges With Duplicates : 100
Total Edges : 203
Number of Edge Types : 5
Retweet : 44
MentionsInRetweet : 71
Mentions : 72
Tweet : 13
Replies to : 3
Self-Loops : 15
Reciprocated Vertex Pair Ratio : 0.00740740740740741
Reciprocated Edge Ratio : 0.0147058823529412
Connected Components : 16
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 58
Maximum Edges in a Connected Component : 81
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.133971
Graph Density : 0.00906304145008663
Modularity : 0.558768
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 123 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, 24 August 2022 at 07:17 UTC.

The requested start date was Wednesday, 24 August 2022 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, 17-hour, 59-minute period from Monday, 25 July 2022 at 11:05 UTC to Monday, 22 August 2022 at 05:04 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:
[3] https://apply.interfolio.com/107744
[1] https://twitter.com/BlackInOptics/status/1561393672855244801
[1] https://twitter.com/SPIEtweets/status/1559334377364111360
[1] https://www.youtube.com/watch?app=desktop&v=UlN0-uYO8B8
[1] https://www.theguardian.com/education/2020/jul/28/uks-white-female-academics-are-being-privileged-above-women-and-men-of-colour
[1] https://twitter.com/BlackInOptics/status/1559167941924511746
[1] https://www.cambridge.org/core/product/identifier/S2515045621000031/type/journal_article
[1] http://journals.sagepub.com/doi/10.1177/0011000016641193
[1] https://twitter.com/guardian/status/1111551315283533824?s=20&t=62A7vdWOhCxR98eXFksD7A
[1] https://twitter.com/threadreaderapp/status/1552834980795109377

Top URLs in Tweet in G1:
[1] https://www.theguardian.com/education/2020/jul/28/uks-white-female-academics-are-being-privileged-above-women-and-men-of-colour
[1] https://twitter.com/guardian/status/1111551315283533824?s=20&t=62A7vdWOhCxR98eXFksD7A
[1] https://blackinneuro.com/binw22

Top URLs in Tweet in G2:
[1] https://www.youtube.com/watch?app=desktop&v=UlN0-uYO8B8

Top URLs in Tweet in G3:
[3] https://apply.interfolio.com/107744

Top URLs in Tweet in G4:
[1] https://twitter.com/BlackInOptics/status/1559167941924511746
[1] https://twitter.com/SPIEtweets/status/1559334377364111360
[1] https://twitter.com/BlackInOptics/status/1561393672855244801

Top URLs in Tweet in G8:
[1] https://www.cambridge.org/core/product/identifier/S2515045621000031/type/journal_article

Top URLs in Tweet in G10:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-01741-7

Top Domains
Top Domains in Tweet in Entire Graph:
[5] twitter.com
[3] interfolio.com
[2] youtube.com
[1] theguardian.com
[1] cambridge.org
[1] sagepub.com
[1] blackinneuro.com
[1] nature.com

Top Domains in Tweet in G1:
[1] theguardian.com
[1] twitter.com
[1] blackinneuro.com

Top Domains in Tweet in G2:
[1] youtube.com

Top Domains in Tweet in G3:
[3] interfolio.com

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

Top Domains in Tweet in G8:
[1] cambridge.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[28] blackintheivory
[20] academia
[12] blackinphotonics
[11] spieopticsphotonics
[6] academictwitter
[5] academicchatter
[4] raybanstories
[4] amplifyblackvoices
[4] sandiego
[3] hiring



Top Hashtags in Tweet in G1:
[3] blackintheivory
[2] blackinstem
[2] racism
[2] binw22
[2] neuroscience
[1] highereducation
[1] policymaking
[1] womeninstem
[1] sdg5
[1] diverse

Top Hashtags in Tweet in G2:
[18] academia
[1] tellthetruth
[1] blackintheivory
[1] blacktax
[1] payitforward

Top Hashtags in Tweet in G3:
[3] hiring
[3] postdoc
[3] academictwitter
[3] academicchatter
[1] epitwitter
[1] womeninstem
[1] bipoc
[1] disabledinstem
[1] blackintheivory
[1] lgbtia

Top Hashtags in Tweet in G4:
[12] blackinphotonics
[11] spieopticsphotonics
[6] blackintheivory
[4] raybanstories
[4] amplifyblackvoices
[4] sandiego
[2] representationmatters
[2] inlivingcolor
[1] optics
[1] blackscientists

Top Hashtags in Tweet in G5:
[1] blackintheivory
[1] itsgivingbossbih
[1] activistscholars

Top Hashtags in Tweet in G6:
[2] ilooklikeasurgeon
[2] blackintheivory
[1] blackwomeninmedicine

Top Hashtags in Tweet in G7:
[1] academicchatter
[1] academictwitter
[1] academia
[1] academic
[1] equity
[1] blackintheivory
[1] blackinstem
[1] diversityinstem
[1] diversityandinclusion

Top Hashtags in Tweet in G8:
[1] blackintheivory

Top Hashtags in Tweet in G9:
[1] medtwitter
[1] academictwitter
[1] boardcertified
[1] plasticsurgery
[1] femalesurgeon
[1] blacksurgeon
[1] blackintheivory

Top Hashtags in Tweet in G10:
[3] blackintheivory
[1] blackademics
[1] phdchat
[1] academictwitter
[1] blackacademics
[1] 1stgenacademics
[1] blackscholars
[1] minorities
[1] academia
[1] academicchatter

Top Words
Top Words in Tweet in Entire Graph:
[28] #blackintheivory
[26] see
[20] #academia
[19] people
[18] black
[18] 'where
[18] are'
[18] without
[18] understanding
[18] 'what

Top Words in Tweet in G1:
[3] #blackintheivory
[2] blackinneuro
[2] women
[2] #blackinstem
[2] #racism
[2] week
[2] check
[2] #binw22
[2] discuss
[2] current

Top Words in Tweet in G2:
[18] see
[18] people
[18] #academia
[18] 'where
[18] are'
[18] without
[18] understanding
[18] 'what
[18] took
[18] '

Top Words in Tweet in G3:
[3] #hiring
[3] #postdoc
[3] environmental
[3] epidemiology
[3] co
[3] fzduhejdsj
[3] #academictwitter
[3] #academicchatter
[2] braincures
[2] jeremyfarrar

Top Words in Tweet in G4:
[12] #blackinphotonics
[11] #spieopticsphotonics
[8] spietweets
[8] see
[7] meta
[6] #blackintheivory
[5] mjwilliamsphd
[5] meetup
[4] using
[4] #raybanstories

Top Words in Tweet in G5:
[9] hashtag
[8] aye
[8] another
[8] one
[8] recent
[8] chapter
[8] utilize
[8] found
[8] poems
[8] explore

Top Words in Tweet in G6:
[2] pericemanns
[2] randismithmd
[2] way
[2] photograph
[2] made
[2] day
[2] #ilooklikeasurgeon
[2] #blackintheivory

Top Words in Tweet in G8:
[2] historians

Top Words in Tweet in G9:
[8] board
[4] certified
[4] diplomate
[4] american
[4] plastic
[4] surgery
[4] long
[4] time
[4] coming
[3] drkerrymitchell

Top Words in Tweet in G10:
[3] #blackintheivory

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] see,people
[18] people,#academia
[18] #academia,'where
[18] 'where,are'
[18] are',without
[18] without,understanding
[18] understanding,'what
[18] 'what,took
[18] took,'
[18] ',unedited

Top Word Pairs in Tweet in G1:
[2] #blackinstem,#blackintheivory
[2] week,check
[2] check,#binw22
[2] #binw22,discuss
[2] discuss,current
[2] current,state
[2] state,#neuroscience
[2] #neuroscience,field
[2] field,celebrate
[2] celebrate,those

Top Word Pairs in Tweet in G2:
[18] see,people
[18] people,#academia
[18] #academia,'where
[18] 'where,are'
[18] are',without
[18] without,understanding
[18] understanding,'what
[18] 'what,took
[18] took,'
[18] ',unedited

Top Word Pairs in Tweet in G3:
[3] #hiring,#postdoc
[3] #postdoc,environmental
[3] environmental,epidemiology
[3] epidemiology,co
[3] co,fzduhejdsj
[3] fzduhejdsj,#academictwitter
[3] #academictwitter,#academicchatter
[2] braincures,jeremyfarrar
[2] jeremyfarrar,michelle_cruk
[2] michelle_cruk,ukri_ceo

Top Word Pairs in Tweet in G4:
[7] spietweets,#spieopticsphotonics
[5] #blackinphotonics,meetup
[4] using,meta
[4] meta,#raybanstories
[4] #raybanstories,glasses
[4] glasses,spietweets
[3] vantage,point
[3] point,using
[3] #spieopticsphotonics,#blackinphotonics
[3] see,meta

Top Word Pairs in Tweet in G5:
[8] aye,another
[8] another,one
[8] one,recent
[8] recent,chapter
[8] chapter,utilize
[8] utilize,found
[8] found,poems
[8] poems,explore
[8] explore,black
[8] black,womxn

Top Word Pairs in Tweet in G6:
[2] pericemanns,randismithmd
[2] randismithmd,way
[2] way,photograph
[2] photograph,made
[2] made,day
[2] day,#ilooklikeasurgeon
[2] #ilooklikeasurgeon,#blackintheivory

Top Word Pairs in Tweet in G9:
[4] board,certified
[4] certified,diplomate
[4] diplomate,american
[4] american,board
[4] board,plastic
[4] plastic,surgery
[4] surgery,long
[4] long,time
[4] time,coming
[3] drkerrymitchell,board

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ebonycartermd
@spietweets
@meta
@dr_ko_08
@mjwilliamsphd
@blackinphysics
@michelle_cruk
@ukri_ceo
@evidencebase_im
@thepeopleshubuk

Top Mentioned in G1:
@blackinneuro
@michelle_cruk
@ukri_ceo
@evidencebase_im
@thepeopleshubuk
@petejacksongmp
@rossthomson26
@suzanne_garrett
@morimahmoudi
@academicparity

Top Mentioned in G2:
@ebonycartermd

Top Mentioned in G3:
@braincures
@jeremyfarrar
@michelle_cruk
@ukri_ceo
@evidencebase_im
@thepeopleshubuk
@petejacksongmp
@rossthomson26
@suzanne_garrett
@m

Top Mentioned in G4:
@spietweets
@meta
@mjwilliamsphd
@blackinphysics
@blackinxnetwork
@blackinoptics
@marriottmarina
@blackino

Top Mentioned in G5:
@dr_ko_08

Top Mentioned in G6:
@randismithmd
@drraymd
@pericemanns

Top Mentioned in G7:
@academicchatter
@academicssay
@aliemteam

Top Mentioned in G8:
@profsbradley
@mirarose88
@dr_chadwilliams

Top Mentioned in G9:
@drkerrymitchell

Top Tweeters
Top Tweeters in Entire Graph:
@marting8177
@googleexpertuk
@blackphysicists
@nicochan33
@botfemale
@wordfinga
@drumeshprabhu
@tristramwyatt
@academicchatter
@laserhaas01

Top Tweeters in G1:
@marting8177
@googleexpertuk
@nicochan33
@drumeshprabhu
@tristramwyatt
@laserhaas01
@ojibray
@braincures
@proftimnoakes
@banishfgm

Top Tweeters in G2:
@eknduom
@kialcaldwell
@dkhabelemd
@washu_obgyn
@josedebesmd
@kcopanas
@richardburwick
@bpolnaszek
@jchenkelly
@metztorri

Top Tweeters in G3:
@botfemale
@rossthomson26
@thepeopleshubuk
@do_kinder
@jeremyfarrar
@petejacksongmp
@michelle_cruk
@m
@suzanne_garrett
@drcorlin

Top Tweeters in G4:
@blackphysicists
@spietweets
@blackinxnetwork
@meta
@marriottmarina
@j_birkenfeld
@melissa_skala
@mjwilliamsphd
@blackinphysics
@willischristina

Top Tweeters in G5:
@drrhondahylton
@francescaorfw
@dr_ko_08
@dr_martij
@skuubiidoo
@polacknhammer18
@jamiisisterhood
@advance_rit

Top Tweeters in G6:
@mbdigital001
@drraymd
@randismithmd
@pericemanns

Top Tweeters in G7:
@academicchatter
@academicssay
@c_ngaruiya
@aliemteam

Top Tweeters in G8:
@mirarose88
@dr_chadwilliams
@profsbradley
@modamhist

Top Tweeters in G9:
@wordfinga
@drwangmd
@drkerrymitchell
@dermmeaboutit

Top Tweeters in G10:
@nubianlocz
@drodedina
@fab_mab_lab


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