#BlackInTheIvory, Twitter, 9/11/2022 10:06:51 AM, 281708


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#BlackInTheIvory_2022-09-11_00-34-16.xlsx
#BlackInTheIvory_2022-09-11_00-34-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3xdKyGW
@braincures
@ebonycartermd
@mjwilliamsphd
@do_kinder
@botfemale
@dr_ko_08
@j_birkenfeld
@blackinoptics
@spietweets
@dayebibs

Top hashtags:
#blackintheivory
#academia
#blackinphotonics
#spieopticsphotonics

Description:
Description
The graph represents a network of 115 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 Sunday, 11 September 2022 at 07:34 UTC.

The requested start date was Sunday, 11 September 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 17-day, 1-hour, 19-minute period from Monday, 15 August 2022 at 13:23 UTC to Thursday, 01 September 2022 at 14:42 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 : 115
Unique Edges : 97
Edges With Duplicates : 98
Total Edges : 195
Number of Edge Types : 5
Retweet : 42
MentionsInRetweet : 72
Tweet : 10
Replies to : 3
Mentions : 68
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0229007633587786
Reciprocated Edge Ratio : 0.0447761194029851
Connected Components : 14
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 70
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.884093
Graph Density : 0.0102212051868802
Modularity : 0.553162
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 115 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 Sunday, 11 September 2022 at 07:34 UTC.

The requested start date was Sunday, 11 September 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 17-day, 1-hour, 19-minute period from Monday, 15 August 2022 at 13:23 UTC to Thursday, 01 September 2022 at 14:42 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://www.efe.com/efe/america/sociedad/la-exclusion-del-dia-a-para-una-afrolatina-en-harvard/20000013-4871293
[2] https://twitter.com/eunice_lumsden/status/1565324552967786497
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02203-w
[1] http://lhartm13ATjhu.edu
[1] https://www.youtube.com/modernfigurespodcast
[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

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

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

Top URLs in Tweet in G3:
[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 G5:
[2] https://twitter.com/eunice_lumsden/status/1565324552967786497

Top URLs in Tweet in G8:
[3] https://www.efe.com/efe/america/sociedad/la-exclusion-del-dia-a-para-una-afrolatina-en-harvard/20000013-4871293

Top URLs in Tweet in G9:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02203-w

Top URLs in Tweet in G10:
[1] https://www.youtube.com/modernfigurespodcast

Top Domains
Top Domains in Tweet in Entire Graph:
[5] twitter.com
[3] efe.com
[2] youtube.com
[1] nature.com
[1] lhartm13atjhu.edu
[1] theguardian.com

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

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

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

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

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

Top Domains in Tweet in G9:
[1] nature.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] blackintheivory
[18] academia
[12] blackinphotonics
[11] spieopticsphotonics
[4] raybanstories
[4] amplifyblackvoices
[4] sandiego
[3] blackingeoscienceweek
[3] lorgiafest
[3] afrolatinidad



Top Hashtags in Tweet in G1:
[1] highereducation
[1] policymaking
[1] womeninstem
[1] blackintheivory
[1] sdg5

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

Top Hashtags in Tweet in G3:
[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 G4:
[1] blackintheivory
[1] itsgivingbossbih
[1] activistscholars

Top Hashtags in Tweet in G5:
[2] blackintheivory
[1] gem
[1] colloquiumofwomenprofessors

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

Top Hashtags in Tweet in G7:
[3] blackingeoscienceweek
[1] blackinbiosphere
[1] blackingeoscience
[1] bigrollcall
[1] oceanscientist
[1] blackintheivory
[1] blackauthors
[1] steam

Top Hashtags in Tweet in G8:
[3] lorgiafest
[3] blackintheivory
[3] afrolatinidad
[1] dominicanblackness

Top Hashtags in Tweet in G9:
[1] blackintheivory

Top Hashtags in Tweet in G10:
[1] wocintech
[1] blackintech
[1] blackinacademia
[1] blackintheivory
[1] modfigspod
[1] dopeblackpods

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

Top Words in Tweet in G1:
[3] jeremyfarrar
[3] michelle_cruk
[3] ukri_ceo
[3] evidencebase_im
[3] thepeopleshubuk
[3] petejacksongmp
[3] rossthomson26
[3] suzanne_garrett
[2] braincures
[2] women

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:
[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 G4:
[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 G5:
[4] professor
[4] appointment
[3] gemnetworkuon
[3] colour
[2] lumsden
[2] proud
[2] well
[2] done
[2] inspired
[2] many

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 G7:
[3] someone
[3] #blackingeoscienceweek
[3] hi
[3] dr
[3] jeanette
[3] davis
[3] marine
[3] microbiologist
[3] ocean
[3] policy

Top Words in Tweet in G8:
[3] lorgia_pena
[3] poniendo
[3] gente
[3] auto
[3] #lorgiafest
[3] #blackintheivory
[3] #afrolatinidad
[2] arturovictoria4
[2] #dominican

Top Words in Tweet in G9:
[2] many
[2] believe
[2] mediation
[2] right
[2] response
[2] institutional
[2] racism
[2] action

Top Words in Tweet in G10:
[2] listening
[2] engaging
[2] episodes
[2] black
[2] women
[2] computing
[2] going
[2] love
[2] youtube
[2] channel

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:
[3] jeremyfarrar,michelle_cruk
[3] michelle_cruk,ukri_ceo
[3] ukri_ceo,evidencebase_im
[3] evidencebase_im,thepeopleshubuk
[3] thepeopleshubuk,petejacksongmp
[3] petejacksongmp,rossthomson26
[3] rossthomson26,suzanne_garrett
[2] braincures,jeremyfarrar

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:
[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 G4:
[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 G5:
[2] professor,lumsden
[2] lumsden,proud
[2] proud,well
[2] well,done
[2] done,inspired
[2] inspired,many
[2] many,generations
[2] generations,continue
[2] professors,colour
[2] colour,#blackintheivory

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 G7:
[3] someone,#blackingeoscienceweek
[3] #blackingeoscienceweek,hi
[3] hi,dr
[3] dr,jeanette
[3] jeanette,davis
[3] davis,marine
[3] marine,microbiologist
[3] microbiologist,ocean
[3] ocean,policy
[3] policy,advisor

Top Word Pairs in Tweet in G8:
[3] lorgia_pena,poniendo
[3] poniendo,gente
[3] gente,auto
[3] auto,#lorgiafest
[3] #lorgiafest,#blackintheivory
[3] #blackintheivory,#afrolatinidad
[2] arturovictoria4,lorgia_pena
[2] #afrolatinidad,#dominican

Top Word Pairs in Tweet in G9:
[2] many,believe
[2] believe,mediation
[2] mediation,right
[2] right,response
[2] response,institutional
[2] institutional,racism
[2] racism,action

Top Word Pairs in Tweet in G10:
[2] listening,engaging
[2] engaging,episodes
[2] episodes,black
[2] black,women
[2] women,computing
[2] computing,going
[2] going,love
[2] love,youtube
[2] youtube,channel

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

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

Top Mentioned in G2:
@ebonycartermd

Top Mentioned in G3:
@spietweets
@meta
@mjwilliamsphd
@blackinphysics
@blackinxnetwork
@blackinoptics
@marriottmarina
@blackino

Top Mentioned in G4:
@dr_ko_08

Top Mentioned in G5:
@gemnetworkuon
@eunice_lumsden
@dayebibs
@uninorthants

Top Mentioned in G6:
@randismithmd
@drraymd
@pericemanns

Top Mentioned in G7:
@drocean24

Top Mentioned in G8:
@lorgia_pena
@arturovictoria4

Top Mentioned in G9:
@eramugondo

Top Mentioned in G10:
@modfigspodcast

Top Tweeters
Top Tweeters in Entire Graph:
@marting8177
@googleexpertuk
@blackphysicists
@nicochan33
@botfemale
@drumeshprabhu
@tristramwyatt
@laserhaas01
@mbdigital001
@ojibray

Top Tweeters in G1:
@marting8177
@googleexpertuk
@nicochan33
@botfemale
@drumeshprabhu
@tristramwyatt
@laserhaas01
@ojibray
@rossthomson26
@braincures

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

Top Tweeters in G3:
@blackphysicists
@spietweets
@blackinxnetwork
@meta
@marriottmarina
@j_birkenfeld
@melissa_skala
@mjwilliamsphd
@blackinphysics
@willischristina

Top Tweeters in G4:
@drrhondahylton
@francescaorfw
@dr_ko_08
@dr_martij
@skuubiidoo
@polacknhammer18
@jamiisisterhood
@advance_rit

Top Tweeters in G5:
@uninorthants
@eunice_lumsden
@uninorthampton
@dayebibs
@gemnetworkuon

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

Top Tweeters in G7:
@francy_pants
@laurie_swails
@drocean24

Top Tweeters in G8:
@arturovictoria4
@lorgia_pena
@penaelainea

Top Tweeters in G9:
@eramugondo
@masivule

Top Tweeters in G10:
@awesome_ama
@modfigspodcast


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