#BlackInTheIvory, Twitter, 2/5/2022 9:32:57 AM, 271385


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#BlackInTheIvory_2022-02-05_00-36-01.xlsx
#BlackInTheIvory_2022-02-05_00-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 05, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3rsOFMN
@braincures
@this0499154500
@blackintheivory
@joelbabdor
@b0tsci
@ayshakhoury
@professorisin
@blackinoptics
@orlandezjohnson
@briana_n_spivey

Top hashtags:
#blackintheivory
#blackhistorymonth
#graduate
#postdoc

Description:
Description
The graph represents a network of 431 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, 05 February 2022 at 08:36 UTC.

The requested start date was Saturday, 05 February 2022 at 01:01 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, 14-minute period from Thursday, 06 January 2022 at 19:45 UTC to Thursday, 03 February 2022 at 14:00 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 : 431
Unique Edges : 293
Edges With Duplicates : 846
Total Edges : 1139
Number of Edge Types : 5
Retweet : 198
MentionsInRetweet : 482
Replies to : 11
Mentions : 398
Tweet : 50
Self-Loops : 66
Reciprocated Vertex Pair Ratio : 0.0287253141831239
Reciprocated Edge Ratio : 0.0558464223385689
Connected Components : 38
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 296
Maximum Edges in a Connected Component : 846
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.862832
Graph Density : 0.00309178222629903
Modularity : 0.419281
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 431 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, 05 February 2022 at 08:36 UTC.

The requested start date was Saturday, 05 February 2022 at 01:01 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, 14-minute period from Thursday, 06 January 2022 at 19:45 UTC to Thursday, 03 February 2022 at 14:00 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:
[5] https://www.youtube.com/watch?v=wxAZFq5G6Oo

[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[2] https://twitter.com/rfentonmd/status/1486342500486991874
[2] https://www.youtube.com/watch?v=g50gTLtaNuM

[2] https://www.youtube.com/watch?v=7ntD_6jf9Ms&feature=youtu.be

[2] https://www.nejm.org/doi/full/10.1056/NEJMp2112913?cookieSet=1
[1] https://www.msn.com/en-us/video/peopleandplaces/native-woman-admits-other-groups-talk-real-foul-at-dinner-tables-about-black-americans/vi-AAThdxV?ocid=msedgntp
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271160
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270912
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270270

Top URLs in Tweet in G1:
[1] https://twitter.com/wellcometrust/status/1298239271200002049
[1] https://twitter.com/BRAINCURES/status/1418672333284384773
[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://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02471-6
[1] https://www.theguardian.com/uk-news/2022/jan/21/scotlands-first-black-professor-accuses-edinburgh-academics-of-racism

Top URLs in Tweet in G2:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[1] https://twitter.com/minniescientist/status/1487620306701279234
[1] https://twitter.com/lildocd/status/1486195255225556994
[1] https://www.nature.com/articles/d41586-020-01883-8?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&sf235454862=1

Top URLs in Tweet in G3:
[5] https://www.youtube.com/watch?v=wxAZFq5G6Oo

[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[2] https://www.youtube.com/watch?v=g50gTLtaNuM

[2] https://www.youtube.com/watch?v=7ntD_6jf9Ms&feature=youtu.be

[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271160
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270481
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270061
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270270
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270912
[1] https://www.chronicle.com/article/the-supreme-court-has-upheld-race-conscious-admissions-again-and-again-will-this-time-be-different

Top URLs in Tweet in G4:
[1] https://twitter.com/EugeneManley/status/1482719518833188864

Top URLs in Tweet in G6:
[1] https://twitter.com/bacardisour/status/1488940262881579009
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[1] https://twitter.com/RFentonMD/status/1486342500486991874
[1] https://twitter.com/rfentonmd/status/1486342500486991874

Top URLs in Tweet in G7:
[1] https://www.eng.mcmaster.ca/people/faculty/jamal-deen#
[1] https://www.biology.mcmaster.ca/fcl/daniel/web/
[1] https://ibhawoh.humanities.mcmaster.ca

Top URLs in Tweet in G8:
[1] https://shmpublications.onlinelibrary.wiley.com/doi/full/10.1002/jhm.2691

Top URLs in Tweet in G9:
[1] https://twitter.com/Ebonyteach/status/1488885170841264135
[1] https://www.msn.com/en-us/video/peopleandplaces/native-woman-admits-other-groups-talk-real-foul-at-dinner-tables-about-black-americans/vi-AAThdxV?ocid=msedgntp

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[115] blackintheivory
[42] blackhistorymonth
[27] graduate
[27] postdoc
[25] mlkday
[17] bhm
[10] academictwitter
[10] blackinstem
[9] medtwitter
[6] messymarv



Top Hashtags in Tweet in G1:
[6] blackintheivory
[3] womeninstem
[3] blacklivesmatter
[3] racism
[2] blackandstem
[2] researchculture
[2] racisminstem
[2] blm
[2] scicomm
[2] reimagineresearch

Top Hashtags in Tweet in G2:
[6] blackintheivory
[2] blackhistorymonth
[2] blackinstem
[1] blackgirlmagic
[1] dyslexia
[1] womeninmedicine
[1] womeninstem

Top Hashtags in Tweet in G3:
[22] blackintheivory
[6] messymarv
[6] nationaldjday
[5] graduate
[5] postdoc
[4] academictwitter
[4] feminist
[4] feminism
[3] blackhistorymonth
[3] mlkday

Top Hashtags in Tweet in G4:
[22] mlkday
[22] blackhistorymonth
[2] blackintheivory

Top Hashtags in Tweet in G5:
[22] graduate
[22] postdoc
[1] academictwitter
[1] diversityandinclusion
[1] blackintheivory
[1] sacnas

Top Hashtags in Tweet in G6:
[15] blackintheivory
[4] blackhistory365
[4] blackhistorymonth
[2] blackwomeninmedicine
[1] blackonthemarket
[1] blackscientists
[1] blackandstem
[1] blackinstem
[1] blackinimmuno
[1] blackinneuro

Top Hashtags in Tweet in G7:
[17] bhm
[8] blackhistorymonth
[5] blackintheivory
[1] bhmmac2022
[1] blackexcellence

Top Hashtags in Tweet in G8:
[1] blackintheivory
[1] visualabstract

Top Hashtags in Tweet in G9:
[18] blackintheivory
[3] blackinstem
[2] academictwitter
[2] medtwitter
[2] blm
[2] blacktabletalk
[1] facdev
[1] becauseofblackbirdersweek
[1] blackintech
[1] blackacademics

Top Hashtags in Tweet in G10:
[1] blackhistorymonth
[1] photonicswest
[1] photonicswest2022
[1] blackintheivory
[1] blackinphotonics

Top Words
Top Words in Tweet in Entire Graph:
[115] #blackintheivory
[92] black
[42] research
[42] #blackhistorymonth
[35] please
[34] day
[34] dr
[33] history
[32] braincures
[31] students

Top Words in Tweet in G1:
[15] jeremyfarrar
[11] braincures
[8] wellcometrust
[8] thepeopleshubuk
[8] ukri_ceo
[7] michelle_cruk
[7] evidencebase_im
[7] petejacksongmp
[7] rossthomson26
[7] suzanne_garrett

Top Words in Tweet in G2:
[13] braincures
[8] jeremyfarrar
[6] #blackintheivory
[4] black
[4] history
[4] mwrntoday
[4] universitiesuk
[4] wb_uk
[4] whistleuk
[4] awhistleblowing

Top Words in Tweet in G3:
[22] #blackintheivory
[9] orlandezjohnson
[9] briana_n_spivey
[9] watch
[8] this0499154500
[8] 25
[8] percent
[8] black
[8] graduate
[8] students

Top Words in Tweet in G4:
[23] black
[22] psa
[22] anyone
[22] wanting
[22] feature
[22] person
[22] #mlkday
[22] #blackhistorymonth
[22] coming
[22] please

Top Words in Tweet in G5:
[22] #graduate
[22] #postdoc
[22] interested
[22] academic
[22] research
[22] teaching
[22] accept
[22] applications
[22] join
[22] ucla

Top Words in Tweet in G6:
[23] black
[16] blackintheivory
[15] #blackintheivory
[13] history
[12] grad
[9] students
[8] honor
[8] amazing
[8] undergrad
[8] make

Top Words in Tweet in G7:
[25] profile
[23] nathan_andrews1
[19] mcmasteru
[17] day
[17] #bhm
[17] dr
[17] prof
[14] history
[12] research
[10] biology

Top Words in Tweet in G8:
[12] ask
[12] 'how
[12] '
[12] answer
[12] question
[12] simple
[12] fate
[11] jhospmedicine
[11] caree

Top Words in Tweet in G9:
[18] #blackintheivory
[6] black
[5] people
[4] know
[4] white
[3] running
[3] #blackinstem
[3] jive
[3] turkey
[2] flowers

Top Words in Tweet in G10:
[11] check
[11] blackinoptics
[11] featured
[11] today's
[11] photonicswest
[11] show
[11] daily
[11] see
[11] tonight
[11] 30pm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] #graduate,#postdoc
[24] #mlkday,#blackhistorymonth
[22] psa,anyone
[22] anyone,wanting
[22] wanting,feature
[22] feature,black
[22] black,person
[22] person,#mlkday
[22] #blackhistorymonth,coming
[22] coming,please

Top Word Pairs in Tweet in G1:
[8] jeremyfarrar,wellcometrust
[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
[5] universitiesuk,wb_uk
[5] wb_uk,whistleuk

Top Word Pairs in Tweet in G2:
[4] braincures,universitiesuk
[4] universitiesuk,wb_uk
[4] wb_uk,whistleuk
[4] whistleuk,awhistleblowing
[4] awhistleblowing,universityappg
[4] universityappg,appgstudents
[4] appgstudents,ucu
[4] ucu,jeremyfarrar
[4] jeremyfarrar,wellcometrust
[4] wellcometrust,ukri_ce

Top Word Pairs in Tweet in G3:
[8] 25,percent
[8] black,graduate
[8] graduate,students
[7] #blackintheivory,nodexl
[7] nodexl,braincures
[6] top,hashtags
[6] hashtags,#blackintheivory
[6] #messymarv,#nationaldjday
[6] understanding,experiences
[6] experiences,black

Top Word Pairs in Tweet in G4:
[22] psa,anyone
[22] anyone,wanting
[22] wanting,feature
[22] feature,black
[22] black,person
[22] person,#mlkday
[22] #mlkday,#blackhistorymonth
[22] #blackhistorymonth,coming
[22] coming,please
[22] please,think

Top Word Pairs in Tweet in G5:
[22] #graduate,#postdoc
[22] #postdoc,interested
[22] interested,academic
[22] academic,research
[22] research,teaching
[22] teaching,accept
[22] accept,applications
[22] applications,join
[22] join,ucla
[22] ucla,iracda

Top Word Pairs in Tweet in G6:
[8] honor,amazing
[8] amazing,black
[8] black,undergrad
[8] undergrad,grad
[8] grad,students
[8] students,make
[8] make,such
[8] such,significant
[8] significant,contributions
[8] contributions,university

Top Word Pairs in Tweet in G7:
[17] day,#bhm
[17] #bhm,profile
[17] profile,dr
[14] nathan_andrews1,day
[9] dr,bajanjules27
[9] bajanjules27,biology
[9] biology,prof
[9] prof,associate
[9] associate,dean
[9] dean,research

Top Word Pairs in Tweet in G8:
[12] ask,'how
[12] 'how,'
[12] ',answer
[12] answer,question
[12] question,simple
[12] simple,fate
[11] jhospmedicine,ask
[11] fate,caree

Top Word Pairs in Tweet in G9:
[3] jive,turkey
[2] finally,accountability
[2] accountability,people
[2] people,power
[2] power,many
[2] many,#blackintheivory
[2] #blackintheivory,stories
[2] stories,reflect
[2] reflect,culture
[2] culture,people

Top Word Pairs in Tweet in G10:
[11] check,blackinoptics
[11] blackinoptics,featured
[11] featured,today's
[11] today's,photonicswest
[11] photonicswest,show
[11] show,daily
[11] daily,see
[11] see,tonight
[11] tonight,30pm
[10] mjwilliamsphd,check

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@braincures
@blackintheivory
@joelbabdor
@nathan_andrews1
@jeremyfarrar
@ucla_iracda
@mcmasteru
@ayshakhoury
@wellcometrust
@ukri_ceo

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

Top Mentioned in G2:
@braincures
@jeremyfarrar
@mwrntoday
@universitiesuk
@wb_uk
@whistleuk
@awhistleblowing
@universityappg
@appgstudents
@ucu

Top Mentioned in G3:
@orlandezjohnson
@briana_n_spivey
@braincures
@this0499154500
@blackintheivory
@professorisin
@ayshakhoury
@joelbabdor
@b0tsci
@isasaxonists

Top Mentioned in G4:
@joelbabdor
@phdgprotein86

Top Mentioned in G5:
@ucla_iracda

Top Mentioned in G6:
@blackintheivory
@faseborg
@drredusmccoy
@this0499154500
@braincures
@do_kinder
@drshardedavis

Top Mentioned in G7:
@nathan_andrews1
@mcmasteru
@bajanjules27
@mcmaste
@giazilo
@zedtweetz

Top Mentioned in G8:
@jhospmedicine
@lashnolen
@gradydoctor
@drjrmarcelin
@michellebr00ks

Top Mentioned in G9:
@hollykindsvater
@usmc7789

Top Mentioned in G10:
@blackinoptics
@photonicswest
@mjwilliamsphd
@faseborg
@blackinxnetwork
@blackintheivory
@ayshakhoury

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@jfsebastian146
@guardian
@googleexpertuk
@marting8177
@bbcnews
@nicochan33
@drumeshprabhu
@doctorow
@drugmonkeyblog

Top Tweeters in G1:
@independent
@guardian
@googleexpertuk
@marting8177
@bbcnews
@nicochan33
@drumeshprabhu
@doctorow
@tristramwyatt
@carlark3

Top Tweeters in G2:
@jfsebastian146
@fizah_alias
@b0tsci
@rossthomson26
@in_stemm
@womeninstemsa
@do_kinder
@thepeopleshubuk
@nature
@soozaphone

Top Tweeters in G3:
@academicchatter
@usnehal
@tanadjoseph
@chasecutta
@namd4kids
@promocutta
@chronicle
@isasaxonists
@ihatechujodie
@cuttapromo

Top Tweeters in G4:
@constar24
@drmel_t
@mythicgeek
@kyt_thatsme
@zakiyanjamal
@sabahzero
@phdgprotein86
@alexissmobley
@zahranealy
@sisterstem

Top Tweeters in G5:
@adiaz_phd
@hr_trends_bot
@siegenthalerlab
@srebdocsch
@ashegrads
@academicjobbot
@ksleeth
@drcmmoore
@party_mcfly_
@labpigeon

Top Tweeters in G6:
@drugmonkeyblog
@brenda64
@allyshipbot
@cclaremdmph
@sierralashae__
@boggildlab
@faseborg
@rfentonmd
@cm_pina
@drshardedavis

Top Tweeters in G7:
@udadisi
@christineyh
@majorvinyl
@mcmasteru
@rosalesantulio
@zedtweetz
@mg_liam
@lamsciworld
@caas_acea
@bajanjules27

Top Tweeters in G8:
@drraymd
@kiswanson
@freckledpedidoc
@societyhospmed
@drjrmarcelin
@gradydoctor
@eileenbarrettnm
@jhospmedicine
@lashnolen
@michellebr00ks

Top Tweeters in G9:
@bgirlgadget
@drfuraha_asani
@drsyd
@hollykindsvater
@smokinscientist
@kieniam
@c_ngaruiya
@waritalks
@usmc7789
@drclaudiaf

Top Tweeters in G10:
@needhibhalla
@anoushnajarian
@blackandstem
@blackinrobotics
@blackinxnetwork
@photonicswest
@lswidget
@blackinbiophys
@mjwilliamsphd
@harperdaniellej


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