#BlackInTheIvory, Twitter, 6/1/2022 9:44:06 AM, 277444


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#BlackInTheIvory_2022-06-01_00-17-21.xlsx
#BlackInTheIvory_2022-06-01_00-17-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 01, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3t9lYF3
@braincures
@blackinneuro
@drsadhanaj
@kevinjarbo
@professorisin
@jfsebastian146
@usnehal
@do_kinder
@arctic_nilou
@mdalmage

Top hashtags:
#blackintheivory
#academictwitter
#climatejustice
#blackinstem

Description:
Description
The graph represents a network of 176 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, 01 June 2022 at 07:17 UTC.

The requested start date was Wednesday, 01 June 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 28-day, 0-hour, 31-minute period from Monday, 02 May 2022 at 20:39 UTC to Monday, 30 May 2022 at 21:10 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 : 176
Unique Edges : 82
Edges With Duplicates : 291
Total Edges : 373
Number of Edge Types : 5
Mentions : 135
Retweet : 75
MentionsInRetweet : 131
Tweet : 25
Replies to : 7
Self-Loops : 29
Reciprocated Vertex Pair Ratio : 0.0159574468085106
Reciprocated Edge Ratio : 0.031413612565445
Connected Components : 26
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 59
Maximum Edges in a Connected Component : 131
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.271151
Graph Density : 0.0062012987012987
Modularity : 0.48634
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 176 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, 01 June 2022 at 07:17 UTC.

The requested start date was Wednesday, 01 June 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 28-day, 0-hour, 31-minute period from Monday, 02 May 2022 at 20:39 UTC to Monday, 30 May 2022 at 21:10 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:
[8] https://unthsc.zoom.us/webinar/register/2116518395137/WN_nLl2HoI2QR-KzaQLfJmUug
[2] https://theprofessorisin.com/podcast/imposter-syndrome-black-women-academia/
[1] https://www.arkansasonline.com/news/2022/may/28/professor-suing-ualr-posts-his-resignation-letter/?fbclid=IwAR0P6Qct2cDLgiAuMS_k9rSwmtMgSQsAOPC3bKEh4bU5oh9rwFdpNeNOc7Q#.YpUuH04-ck8.twitter
[1] https://www.chronicle.com/article/the-cost-of-leading-while-black
[1] https://www.insidehighered.com/quicktakes/2022/05/03/cal-state-la-police-arrest-professor-debate#.YnGVG3HKrd0.twitter
[1] https://twitter.com/CodingWCulture/status/1530313950306439174
[1] https://awocspace.com/blog
[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
[1] https://twitter.com/Arctic_Nilou/status/1310632249847697410?s=20&t=WcL4TyqqRLlg0qL-ldQueA

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%2Fd41586-020-00759-1
[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 G3:
[1] https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A6918857320424763392
[1] https://twitter.com/usnehal/status/1474765331247816706
[1] https://twitter.com/usnehal/status/1378830420767293441

Top URLs in Tweet in G4:
[1] https://awocspace.com/blog
[1] https://twitter.com/Arctic_Nilou/status/1310632249847697410?s=20&t=WcL4TyqqRLlg0qL-ldQueA

Top URLs in Tweet in G5:
[2] https://theprofessorisin.com/podcast/imposter-syndrome-black-women-academia/
[1] https://www.arkansasonline.com/news/2022/may/28/professor-suing-ualr-posts-his-resignation-letter/?fbclid=IwAR0P6Qct2cDLgiAuMS_k9rSwmtMgSQsAOPC3bKEh4bU5oh9rwFdpNeNOc7Q#.YpUuH04-ck8.twitter
[1] https://www.insidehighered.com/quicktakes/2022/05/03/cal-state-la-police-arrest-professor-debate#.YnGVG3HKrd0.twitter
[1] https://www.chronicle.com/article/the-cost-of-leading-while-black

Top URLs in Tweet in G7:
[8] https://unthsc.zoom.us/webinar/register/2116518395137/WN_nLl2HoI2QR-KzaQLfJmUug

Top URLs in Tweet in G10:
[1] https://twitter.com/ebonyjhilton_md/status/1522188226550714369
[1] https://twitter.com/CodingWCulture/status/1530313950306439174

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[55] blackintheivory
[7] academictwitter
[6] climatejustice
[5] blackinstem
[4] academicchatter
[4] dei
[3] medtwitter
[3] phdchat
[3] drsusanmoore
[3] phdlife



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

Top Hashtags in Tweet in G2:
[1] blackademics
[1] blackandstem
[1] blackintech
[1] blackintheivory
[1] blackinindustry

Top Hashtags in Tweet in G3:
[4] blackintheivory
[3] drsusanmoore
[2] urm
[2] healthcare
[2] bullying
[1] docsagainstdoxxing
[1] medtwitter

Top Hashtags in Tweet in G4:
[6] climatejustice
[3] blackintheivory
[2] soil
[2] climatechange
[2] soilfertility
[2] foodsecurity
[2] blackexcellence
[2] blackgeoscientist
[1] amplifywoc
[1] blacklivesmatter

Top Hashtags in Tweet in G5:
[4] blackintheivory
[3] academictwitter
[1] blacklivesmatter

Top Hashtags in Tweet in G6:
[3] blackinstem
[3] blackintheivory
[3] blackinscience
[1] blackwomeninstem
[1] blackwomenintech

Top Hashtags in Tweet in G7:
[1] diversity
[1] dei
[1] blackinstem
[1] blackintheivory
[1] academictwitter
[1] academicchatter
[1] careerdevelopment
[1] mentoring
[1] sciencetwitter
[1] nrmnmentoringmatters

Top Hashtags in Tweet in G8:
[1] bioanth
[1] paleo
[1] fossilfriday
[1] phd
[1] phdlife
[1] academictwitter
[1] blackintheivory

Top Hashtags in Tweet in G9:
[2] blackintheivory

Top Hashtags in Tweet in G10:
[5] blackintheivory
[2] phdchat
[1] academicchatter
[1] phdlife
[1] phdvoice
[1] academiclife
[1] science
[1] antiracist
[1] scchat
[1] counselored

Top Words
Top Words in Tweet in Entire Graph:
[55] #blackintheivory
[36] see
[20] days
[19] academics
[18] couple
[18] advice
[18] generally
[18] transitioning
[18] industry
[18] specifically

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

Top Words in Tweet in G2:
[36] see
[19] academics
[18] couple
[18] days
[18] advice
[18] generally
[18] transitioning
[18] industry
[18] specifically
[18] zero

Top Words in Tweet in G3:
[6] syndrome
[4] #blackintheivory
[3] usnehal
[3] #drsusanmoore
[3] ellennelsonrowe
[3] roshni_beeharry
[3] please
[3] stop
[3] using
[3] imposter

Top Words in Tweet in G4:
[10] truly
[10] inspirational
[10] ucmerced
[10] soil
[10] biogeochemistry
[10] dr
[10] asmeret
[10] asefaw
[10] berhe
[10] aaberhe

Top Words in Tweet in G5:
[4] #blackintheivory
[3] academicchatter
[3] #academictwitter
[3] abdullah
[3] removal
[3] humiliating
[3] violent
[3] thoroughly
[3] antidemocratic
[3] talcott

Top Words in Tweet in G6:
[3] mdalmage
[3] stacylindau
[3] congratulations
[3] pleasure
[3] ours
[3] #blackinstem
[3] #blackintheivory
[3] #blackinscience
[2] drsadhanaj
[2] bla

Top Words in Tweet in G7:
[8] partnered
[8] nrmnet
[8] discuss
[8] importance
[8] diversity
[8] stemm
[8] 19th
[8] pm
[8] cst
[7] thesocscientist

Top Words in Tweet in G8:
[7] thrilled
[7] grateful
[7] theleakeyfndtn
[7] funded
[7] dissertation
[7] project
[7] examining
[7] phylogenetic
[7] dietary
[6] grimadventurs0f

Top Words in Tweet in G9:
[4] professornft
[4] sometimes
[4] discouraged
[4] reaching
[4] people
[4] always
[4] easy
[4] position
[4] privilege
[4] doesn

Top Words in Tweet in G10:
[5] #blackintheivory
[2] #phdchat
[2] academic

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] couple,days
[18] days,see
[18] see,advice
[18] advice,academics
[18] academics,generally
[18] generally,transitioning
[18] transitioning,industry
[18] industry,specifically
[18] specifically,see
[18] see,zero

Top Word Pairs in Tweet in G1:
[4] jeremyfarrar,michelle_cruk
[4] michelle_cruk,ukri_ceo
[4] ukri_ceo,evidencebase_im
[4] evidencebase_im,thepeopleshubuk
[4] thepeopleshubuk,petejacksongmp
[4] petejacksongmp,rossthomson26
[4] rossthomson26,suzanne_garrett
[2] braincures,jeremyfarrar
[2] suzanne_garrett,morimahmoudi
[2] morimahmoudi,academicparity

Top Word Pairs in Tweet in G2:
[18] couple,days
[18] days,see
[18] see,advice
[18] advice,academics
[18] academics,generally
[18] generally,transitioning
[18] transitioning,industry
[18] industry,specifically
[18] specifically,see
[18] see,zero

Top Word Pairs in Tweet in G3:
[3] ellennelsonrowe,roshni_beeharry
[3] roshni_beeharry,please
[3] please,stop
[3] stop,using
[3] using,imposter
[3] imposter,syndrome
[3] syndrome,syndrome
[3] syndrome,fault
[2] doctor,end
[2] end,critically

Top Word Pairs in Tweet in G4:
[10] truly,inspirational
[10] inspirational,ucmerced
[10] ucmerced,soil
[10] soil,biogeochemistry
[10] dr,asmeret
[10] asmeret,asefaw
[10] asefaw,berhe
[10] berhe,aaberhe
[5] biogeochemistry,prof
[5] prof,dr

Top Word Pairs in Tweet in G5:
[3] academicchatter,#academictwitter
[3] abdullah,removal
[3] removal,humiliating
[3] humiliating,violent
[3] violent,thoroughly
[3] thoroughly,antidemocratic
[3] antidemocratic,talcott
[3] talcott,several
[2] icymi,podcast
[2] podcast,struggling

Top Word Pairs in Tweet in G6:
[3] mdalmage,stacylindau
[3] stacylindau,congratulations
[3] congratulations,pleasure
[3] pleasure,ours
[3] ours,#blackinstem
[3] #blackinstem,#blackintheivory
[3] #blackintheivory,#blackinscience
[2] drsadhanaj,mdalmage
[2] #blackinscience,bla

Top Word Pairs in Tweet in G7:
[8] partnered,nrmnet
[8] nrmnet,discuss
[8] discuss,importance
[8] importance,diversity
[8] diversity,stemm
[8] stemm,19th
[8] 19th,pm
[8] pm,cst
[7] thesocscientist,partnered

Top Word Pairs in Tweet in G8:
[7] thrilled,grateful
[7] grateful,theleakeyfndtn
[7] theleakeyfndtn,funded
[7] funded,dissertation
[7] dissertation,project
[7] project,examining
[7] examining,phylogenetic
[7] phylogenetic,dietary
[6] grimadventurs0f,thrilled
[6] dietary,signal

Top Word Pairs in Tweet in G9:
[4] sometimes,discouraged
[4] discouraged,reaching
[4] reaching,people
[4] people,always
[4] always,easy
[4] easy,position
[4] position,privilege
[4] privilege,doesn
[3] professornft,sometimes

Top Word Pairs in Tweet in G10:
[2] #phdchat,#blackintheivory

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kevinjarbo
@ucmerced
@aaberhe
@arctic_nilou
@nrmnet
@theleakeyfndtn
@thesocscientist
@grimadventurs0f
@phdgprotein86
@professorisin

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

Top Mentioned in G2:
@kevinjarbo

Top Mentioned in G3:
@usnehal
@roshni_beeharry
@ellennelsonrowe
@gradydoctor
@jerrysoucyrn
@becker_sbecker
@statnews
@washingtonpost
@nytimes
@nythealth

Top Mentioned in G4:
@ucmerced
@aaberhe
@arctic_nilou
@gecko39
@awocspace
@professorisin
@unhgradschool
@nressphd
@time

Top Mentioned in G5:
@academicchatter
@professorisin
@janejoann
@ualr
@calstate
@chronicle
@kenyoncollege

Top Mentioned in G6:
@stacylindau
@drsadhanaj
@mdalmage
@bla
@blackinneuro
@blackincancer
@bwisnetwork
@blackinstemed

Top Mentioned in G7:
@nrmnet
@thesocscientist

Top Mentioned in G8:
@theleakeyfndtn
@grimadventurs0f

Top Mentioned in G9:
@professornft

Top Tweeters
Top Tweeters in Entire Graph:
@jfsebastian146
@googleexpertuk
@marting8177
@bostonglobe
@nicochan33
@nytimes
@washingtonpost
@drumeshprabhu
@time
@tristramwyatt

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

Top Tweeters in G2:
@minimalstmedusa
@edtech4funky1s
@seandehrlich
@pratherlab
@af_thescientist
@kevinjarbo
@jasonchow
@stolfialberto
@l_eckhouse
@cherilev

Top Tweeters in G3:
@bostonglobe
@nytimes
@washingtonpost
@usnehal
@al_richards_786
@nythealth
@roshni_beeharry
@jerrysoucyrn
@statnews
@huckaberryfin20

Top Tweeters in G4:
@jfsebastian146
@time
@bebravemyloves
@gecko39
@corradotopi
@ucmerced
@aaberhe
@doc_valerie
@unhgradschool
@nressphd

Top Tweeters in G5:
@academicchatter
@chronicle
@idek3339
@professorisin
@calstate
@ualr
@kenyoncollege
@janejoann
@academiatoken

Top Tweeters in G6:
@blaccxyz_
@drsadhanaj
@blackinneuro
@stacylindau
@blackincancer
@bwisnetwork
@blackinstemed
@mdalmage
@bla

Top Tweeters in G7:
@w84itkat
@phdeez
@nrmnet
@thereal_dr_dre
@claricedaiello
@thesocscientist
@esalm_neuro
@vdaiello1

Top Tweeters in G8:
@cornubiageol
@hikingchar
@theleakeyfndtn
@grimadventurs0f
@csmithbioart
@alisha_anayad
@kailiebatsche

Top Tweeters in G9:
@hillel_art
@_benxit_
@rasdenuniverse
@professornft
@snhthkkr

Top Tweeters in G10:
@jennwbourgeois
@paulharris917
@blended_harden
@uni_discriminat
@tectranscribe