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#BlackInTheIvory_2022-01-22_00-36-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 22, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3IoRGn6
@braincures
@this0499154500
@joelbabdor
@ayshakhoury
@usnehal
@jfsebastian146
@blackintheivory
@orlandezjohnson
@briana_n_spivey
@isasaxonists

Top hashtags:
#blackintheivory
#graduate
#postdoc
#mlkday

Description:
Description
The graph represents a network of 348 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, 22 January 2022 at 08:36 UTC.

The requested start date was Saturday, 22 January 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 28-day, 4-hour, 28-minute period from Thursday, 23 December 2021 at 21:14 UTC to Friday, 21 January 2022 at 01:42 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 : 348
Unique Edges : 226
Edges With Duplicates : 626
Total Edges : 852
Number of Edge Types : 5
MentionsInRetweet : 359
Mentions : 294
Retweet : 145
Tweet : 47
Replies to : 7
Self-Loops : 60
Reciprocated Vertex Pair Ratio : 0.0120192307692308
Reciprocated Edge Ratio : 0.0237529691211401
Connected Components : 32
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 257
Maximum Edges in a Connected Component : 711
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.680097
Graph Density : 0.00348636920732717
Modularity : 0.395377
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 348 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, 22 January 2022 at 08:36 UTC.

The requested start date was Saturday, 22 January 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 28-day, 4-hour, 28-minute period from Thursday, 23 December 2021 at 21:14 UTC to Friday, 21 January 2022 at 01:42 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:
[6] https://www.nejm.org/doi/full/10.1056/NEJMp2112913?cookieSet=1
[5] https://www.youtube.com/watch?v=wxAZFq5G6Oo

[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[3] https://www.orlandez.com/2021/12/bail-bond-search-misrepresens-orlandez.html?m=1
[2] https://www.youtube.com/watch?v=g50gTLtaNuM

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

[1] https://twitter.com/wellcometrust/status/1298239271200002049
[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://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

Top URLs in Tweet in G1:
[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/education/2020/jul/28/uks-white-female-academics-are-being-privileged-above-women-and-men-of-colour
[1] https://twitter.com/BRAINCURES/status/1418672333284384773
[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://twitter.com/wellcometrust/status/1298239271200002049

Top URLs in Tweet in G2:
[1] https://www.orlandez.com/2021/12/bail-bond-search-misrepresens-orlandez.html?m=1
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268096
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269321
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270061
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270270
[1] https://twitter.com/nickkristof/status/1386679281347010561
[1] https://twitter.com/debiecjacek/status/1472180657845673985
[1] https://twitter.com/usnehal/status/1345734963715584003
[1] https://twitter.com/usnehal/status/1470025545144541193
[1] https://twitter.com/citeblackwomen/status/1247496873247682561
[1] https://www.insidehighered.com/advice/2020/06/26/black-and-other-underrepresented-minority-academics-relate-all-too-well-amy-cooper

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

Top URLs in Tweet in G6:
[1] https://chng.it/hdHsdXmf
[1] https://www.change.org/p/board-of-trustees-dr-karen-sears-for-du-tenure?recruiter=1111615749&recruited_by_id=cf797630-a808-11ea-a2b7-7f9ade4b1113&utm_source=share_petition&utm_medium=copylink&utm_campaign=petition_dashboard

Top URLs in Tweet in G8:
[6] https://www.nejm.org/doi/full/10.1056/NEJMp2112913?cookieSet=1
[1] https://twitter.com/askdrfatima/status/1481858452964225024
[1] https://www.medscape.com/viewarticle/943891?src=soc_tw_share

Top URLs in Tweet in G9:
[5] https://www.youtube.com/watch?v=wxAZFq5G6Oo

[2] https://www.youtube.com/watch?v=g50gTLtaNuM

[2] https://www.orlandez.com/2021/12/bail-bond-search-misrepresens-orlandez.html?m=1
[2] https://www.youtube.com/watch?v=7ntD_6jf9Ms&feature=youtu.be


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[105] blackintheivory
[24] graduate
[24] postdoc
[23] mlkday
[23] blackhistorymonth
[12] highered
[11] academictwitter
[11] meded
[8] compliance
[7] blm



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

Top Hashtags in Tweet in G2:
[1] blackintheivory

Top Hashtags in Tweet in G3:
[41] blackintheivory
[12] highered
[10] meded
[8] compliance
[4] academictwitter
[4] blm
[4] medbikini
[3] drsusanmoore
[2] blackinstem
[2] graduate

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:
[2] blackintheivory
[1] blackprofessorsmatter

Top Hashtags in Tweet in G7:
[11] blackintheivory
[2] academictwitter
[2] blackinstem
[2] academicchatter
[1] keepitmoving
[1] medtwitter
[1] facdev
[1] becauseofblackbirdersweek
[1] blackintech
[1] blackacademics

Top Hashtags in Tweet in G8:
[8] blackintheivory
[6] whyilefttheivory
[1] promotion
[1] kaiser
[1] racist

Top Hashtags in Tweet in G9:
[6] blackintheivory
[6] messymarv
[6] nationaldjday
[4] feminist
[4] feminism
[3] intersectionality
[3] blackvoices
[3] amplifiedvoices
[2] whitefeminism
[2] metoo

Top Hashtags in Tweet in G10:
[3] phdlife
[3] academictwitter
[3] blackintheivory
[2] academicchatter
[2] phd
[2] sociology
[1] impostersyndrome
[1] phdchat
[1] phdvoice

Top Words
Top Words in Tweet in Entire Graph:
[105] #blackintheivory
[65] black
[36] please
[34] academic
[30] braincures
[29] research
[27] teaching
[26] racism
[25] person
[24] #graduate

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

Top Words in Tweet in G2:
[15] braincures
[10] jeremyfarrar
[7] michelle_cruk
[7] ukri_ceo
[7] evidencebase_im
[7] thepeopleshubuk
[7] petejacksongmp
[7] rossthomson26
[7] suzanne_garrett
[4] doc_tmp

Top Words in Tweet in G3:
[41] #blackintheivory
[19] black
[18] blackintheivory
[13] usnehal
[12] #highered
[10] #meded
[9] poc
[8] kwanzaa
[8] this0499154500
[8] policing

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:
[13] tenure
[13] dr
[12] please
[11] another
[11] denial
[11] students
[11] educators
[11] close
[11] situation
[11] feel

Top Words in Tweet in G7:
[11] #blackintheivory
[5] people
[4] know
[3] black
[3] running
[3] guess
[2] see
[2] #academictwitter
[2] love
[2] last

Top Words in Tweet in G8:
[8] #blackintheivory
[7] racism
[6] calling
[6] aversive
[6] academic
[6] medicine
[6] nejm
[6] #whyilefttheivory
[5] drmicheledavid1

Top Words in Tweet in G9:
[9] watch
[7] orlandezjohnson
[7] white
[6] #blackintheivory
[6] #messymarv
[6] #nationaldjday
[5] national
[5] dj
[5] day
[5] feminism

Top Words in Tweet in G10:
[5] shawntaemitchum
[5] 2022
[5] kicking
[5] imposter
[5] syndrome
[5] life
[5] toxic
[5] relationship
[5] ask
[5] myself

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[24] #graduate,#postdoc
[23] #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:
[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
[6] jeremyfarrar,wellcometrust
[5] braincures,jeremyfarrar
[3] do_kinder,anthonymasure

Top Word Pairs in Tweet in G2:
[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,doc_tmp
[4] doc_tmp,brenda_king_mbe

Top Word Pairs in Tweet in G3:
[8] #blackintheivory,#highered
[8] #highered,#meded
[8] #meded,policing
[8] policing,poc
[8] poc,internalized
[8] internalized,racism
[8] racism,#compliance
[7] usnehal,#blackintheivory
[6] #blackintheivory,nodexl
[5] black,grad

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:
[11] another,tenure
[11] tenure,denial
[11] denial,students
[11] students,educators
[11] educators,close
[11] close,situation
[11] situation,feel
[11] feel,wholly
[11] wholly,undeserved
[11] undeserved,please

Top Word Pairs in Tweet in G7:
[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
[2] people,know

Top Word Pairs in Tweet in G8:
[6] calling,aversive
[6] aversive,racism
[6] racism,academic
[6] academic,medicine
[6] medicine,nejm
[6] nejm,#blackintheivory
[6] #blackintheivory,#whyilefttheivory
[5] drmicheledavid1,calling

Top Word Pairs in Tweet in G9:
[6] #messymarv,#nationaldjday
[5] national,dj
[5] dj,day
[5] day,white
[5] white,feminism
[5] feminism,messy
[5] messy,marv
[5] marv,song
[5] song,review
[5] review,watch

Top Word Pairs in Tweet in G10:
[5] 2022,kicking
[5] kicking,imposter
[5] imposter,syndrome
[5] syndrome,life
[5] life,toxic
[5] toxic,relationship
[5] relationship,ask
[5] ask,myself
[4] shawntaemitchum,2022
[2] help,100

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@braincures
@joelbabdor
@blackintheivory
@jeremyfarrar
@ucla_iracda
@thepeopleshubuk
@ukri_ceo
@michelle_cruk
@evidencebase_im
@petejacksongmp

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

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

Top Mentioned in G3:
@blackintheivory
@usnehal
@braincures
@this0499154500
@isasaxonists
@do_kinder
@briana_n_spivey
@ayshakhoury
@professorisin

Top Mentioned in G4:
@joelbabdor
@phdgprotein86

Top Mentioned in G5:
@ucla_iracda

Top Mentioned in G6:
@ayshakhoury
@100happymoments
@denisonu

Top Mentioned in G7:
@hollykindsvater

Top Mentioned in G8:
@drmicheledavid1
@askdrfatima
@medscape

Top Mentioned in G9:
@orlandezjohnson

Top Mentioned in G10:
@shawntaemitchum

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@cipherequality
@jfsebastian146
@guardian
@googleexpertuk
@marting8177
@bbcnews
@nicochan33
@nytimes
@drumeshprabhu

Top Tweeters in G1:
@independent
@guardian
@googleexpertuk
@marting8177
@bbcnews
@nicochan33
@drumeshprabhu
@doctorow
@tristramwyatt
@laserhaas01

Top Tweeters in G2:
@jfsebastian146
@rossthomson26
@b0tsci
@womeninstemsa
@do_kinder
@thepeopleshubuk
@soozaphone
@jeremyfarrar
@katherinefugate
@wellcometrust

Top Tweeters in G3:
@cipherequality
@nytimes
@mentalhealthbo5
@drugmonkeyblog
@academicchatter
@drcaberry
@usnehal
@tanadjoseph
@namd4kids
@isasaxonists

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:
@margymaclibrary
@shaboom
@abebab
@anoushnajarian
@tamjguy
@25metre
@denisonu
@100happymoments
@mac_puff_
@ayshakhoury

Top Tweeters in G7:
@drfuraha_asani
@drsyd
@hollykindsvater
@smokinscientist
@kieniam
@genbates
@empower2teach
@writerser
@dermmadeez

Top Tweeters in G8:
@medscape
@moorejh
@drjkhokhar
@leomrtns
@nareshmackermd
@askdrfatima
@drmicheledavid1
@dallasreedmd

Top Tweeters in G9:
@chasecutta
@promocutta
@cuttapromo
@cutapromo
@gifts_guides
@orlandezjohnson

Top Tweeters in G10:
@phdvoice
@royeljohnson
@katadesmoichar
@shawntaemitchum
@sicss_jias
@scientificjt