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#BlackInTheIvory_2022-08-17_00-17-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 17, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3SWpyOb
@drkerrymitchell
@cryptovitas
@famdoc_forest
@mjwilliamsphd
@j_birkenfeld
@c_ngaruiya
@modamhist
@drcorlin
@elizabhinton
@blackinneuro

Top hashtags:
#blackintheivory
#academictwitter
#academicchatter
#blackinstem

Description:
Description
The graph represents a network of 88 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, 17 August 2022 at 07:17 UTC.

The requested start date was Wednesday, 17 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, 15-hour, 18-minute period from Tuesday, 19 July 2022 at 20:23 UTC to Tuesday, 16 August 2022 at 11:41 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 : 88
Unique Edges : 30
Edges With Duplicates : 110
Total Edges : 140
Number of Edge Types : 5
MentionsInRetweet : 55
Retweet : 55
Mentions : 12
Tweet : 17
Replies to : 1
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 21
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 44
Maximum Edges in a Connected Component : 86
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.043647
Graph Density : 0.00875130616509927
Modularity : 0.449158
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 88 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, 17 August 2022 at 07:17 UTC.

The requested start date was Wednesday, 17 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, 15-hour, 18-minute period from Tuesday, 19 July 2022 at 20:23 UTC to Tuesday, 16 August 2022 at 11:41 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/SPIEtweets/status/1559334377364111360
[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
[1] https://blackinneuro.com/binw22
[1] https://www.youtube.com/watch?v=c3qzaTq9ZkU&feature=youtu.be

[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 URLs in Tweet in G2:
[1] https://twitter.com/SPIEtweets/status/1559334377364111360
[1] https://twitter.com/BlackInOptics/status/1559167941924511746

Top URLs in Tweet in G3:
[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
[1] https://twitter.com/guardian/status/1111551315283533824?s=20&t=62A7vdWOhCxR98eXFksD7A

Top URLs in Tweet in G5:
[1] https://www.cambridge.org/core/product/identifier/S2515045621000031/type/journal_article

Top URLs in Tweet in G6:
[1] https://therapistuncensored.com/episodes/fierce-self-compassion-harness-your-power-with-dr-kristin-neff-176/

Top URLs in Tweet in G7:
[3] https://apply.interfolio.com/107744

Top URLs in Tweet in G8:
[1] http://journals.sagepub.com/doi/10.1177/0011000016641193

Top Domains
Top Domains in Tweet in Entire Graph:
[4] twitter.com
[3] interfolio.com
[2] nature.com
[1] cambridge.org
[1] sagepub.com
[1] blackinneuro.com
[1] youtube.com
[1] myshopify.com
[1] google.com
[1] therapistuncensored.com

Top Domains in Tweet in G2:
[2] twitter.com

Top Domains in Tweet in G3:
[1] nature.com
[1] twitter.com

Top Domains in Tweet in G5:
[1] cambridge.org

Top Domains in Tweet in G6:
[1] therapistuncensored.com

Top Domains in Tweet in G7:
[3] interfolio.com

Top Domains in Tweet in G8:
[1] sagepub.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[26] blackintheivory
[6] academictwitter
[5] academicchatter
[4] blackinstem
[3] blackinphotonics
[3] amplifyblackvoices
[3] representationmatters
[3] hiring
[3] postdoc
[2] inlivingcolor



Top Hashtags in Tweet in G1:
[1] medtwitter
[1] academictwitter
[1] boardcertified
[1] plasticsurgery
[1] femalesurgeon
[1] blacksurgeon
[1] blackintheivory

Top Hashtags in Tweet in G2:
[3] blackinphotonics
[3] amplifyblackvoices
[2] inlivingcolor
[2] sandiego
[2] representationmatters
[2] blackintheivory
[2] spieopticsphotonics
[1] blackscientists

Top Hashtags in Tweet in G3:
[6] blackintheivory
[1] blackademics
[1] phdchat
[1] academictwitter
[1] blackacademics
[1] 1stgenacademics
[1] blackscholars
[1] blackinstem
[1] racism
[1] minorities

Top Hashtags in Tweet in G4:
[1] academicchatter
[1] academictwitter
[1] academia
[1] academic
[1] equity
[1] blackintheivory
[1] blackinstem
[1] diversityinstem
[1] diversityandinclusion

Top Hashtags in Tweet in G5:
[1] blackintheivory

Top Hashtags in Tweet in G6:
[1] fierceselfcompassion
[1] medtwitter
[1] womeninmedicine
[1] blackintheivory

Top Hashtags in Tweet in G7:
[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 G8:
[2] blackintheivory
[1] microaggressions
[1] citeblackwomen

Top Hashtags in Tweet in G9:
[1] blackintheivory
[1] minoritytax

Top Hashtags in Tweet in G10:
[1] blackintheivory

Top Words
Top Words in Tweet in Entire Graph:
[82] board
[42] time
[41] certified
[41] diplomate
[41] american
[41] plastic
[41] surgery
[41] long
[41] coming
[40] drkerrymitchell

Top Words in Tweet in G1:
[80] board
[40] certified
[40] diplomate
[40] american
[40] plastic
[40] surgery
[40] long
[40] time
[40] coming
[39] drkerrymitchell

Top Words in Tweet in G2:
[3] see
[3] #blackinphotonics
[3] #amplifyblackvoices
[2] wow
[2] #inlivingcolor
[2] hope
[2] next
[2] sunday
[2] #sandiego
[2] #representationmatters

Top Words in Tweet in G3:
[6] #blackintheivory
[2] tell
[2] story
[2] one
[2] racism

Top Words in Tweet in G5:
[2] historians

Top Words in Tweet in G6:
[3] mutual
[3] coaching
[3] amazing
[3] badass
[3] cohort
[3] intersectional
[3] leader
[3] friends
[3] medicine
[3] reminded

Top Words in Tweet in G7:
[3] #hiring
[3] #postdoc
[3] environmental
[3] epidemiology
[3] co
[3] fzduhejdsj
[3] #academictwitter
[3] #academicchatter
[2] drcorlin
[2] #epitwit

Top Words in Tweet in G8:
[2] research
[2] scholarship
[2] informed
[2] experiences
[2] black
[2] woman
[2] academia
[2] #blackintheivory

Top Words in Tweet in G9:
[2] chairing
[2] more
[2] diversity
[2] committees
[2] happy
[2] sit
[2] table
[2] work
[2] along
[2] side

Top Words in Tweet in G10:
[4] re
[3] itâ
[2] œyouâ
[2] going
[2] harvard
[2] job
[2] youâ
[2] black
[2] wonâ
[2] tenure

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[41] board,certified
[41] certified,diplomate
[41] diplomate,american
[41] american,board
[41] board,plastic
[41] plastic,surgery
[41] surgery,long
[41] long,time
[41] time,coming
[40] drkerrymitchell,board

Top Word Pairs in Tweet in G1:
[40] board,certified
[40] certified,diplomate
[40] diplomate,american
[40] american,board
[40] board,plastic
[40] plastic,surgery
[40] surgery,long
[40] long,time
[40] time,coming
[39] drkerrymitchell,board

Top Word Pairs in Tweet in G2:
[2] wow,#inlivingcolor
[2] #inlivingcolor,hope
[2] hope,see
[2] see,next
[2] next,sunday
[2] sunday,#sandiego
[2] #sandiego,#blackinphotonics
[2] #blackinphotonics,#amplifyblackvoices

Top Word Pairs in Tweet in G3:
[2] tell,story

Top Word Pairs in Tweet in G6:
[3] mutual,coaching
[3] coaching,amazing
[3] amazing,badass
[3] badass,cohort
[3] cohort,intersectional
[3] intersectional,leader
[3] leader,friends
[3] friends,medicine
[3] medicine,reminded
[3] reminded,podcast

Top Word Pairs in Tweet in G7:
[3] #hiring,#postdoc
[3] #postdoc,environmental
[3] environmental,epidemiology
[3] epidemiology,co
[3] co,fzduhejdsj
[3] fzduhejdsj,#academictwitter
[3] #academictwitter,#academicchatter
[2] drcorlin,#hiring
[2] #academicchatter,#epitwit

Top Word Pairs in Tweet in G8:
[2] research,scholarship
[2] scholarship,informed
[2] informed,experiences
[2] experiences,black
[2] black,woman
[2] woman,academia
[2] academia,#blackintheivory

Top Word Pairs in Tweet in G9:
[2] chairing,more
[2] more,diversity
[2] diversity,committees
[2] committees,happy
[2] happy,sit
[2] sit,table
[2] table,work
[2] work,along
[2] along,side

Top Word Pairs in Tweet in G10:
[2] œyouâ,re
[2] re,going
[2] going,harvard
[2] harvard,job
[2] job,itâ
[2] itâ,youâ
[2] youâ,re
[2] re,black
[2] black,wonâ
[2] wonâ,tenure

Top Replied-To
Top Replied-To in Entire Graph:
@franklinleonard

Top Mentioned
Top Mentioned in Entire Graph:
@drkerrymitchell
@drcorlin
@famdoc_forest
@mjwilliamsphd
@blackino
@blackinoptics
@blackinphysics
@spietweets
@academicchatter
@academicssay

Top Mentioned in G1:
@drkerrymitchell

Top Mentioned in G2:
@mjwilliamsphd
@blackino
@blackinoptics
@blackinphysics
@spietweets

Top Mentioned in G4:
@academicchatter
@academicssay
@aliemteam

Top Mentioned in G5:
@profsbradley
@mirarose88
@dr_chadwilliams

Top Mentioned in G6:
@famdoc_forest
@drkerrymitchell
@self_compassion

Top Mentioned in G7:
@drcorlin

Top Mentioned in G8:
@jionilewis

Top Mentioned in G9:
@marcus_phd

Top Mentioned in G10:
@elizabhinton

Top Tweeters
Top Tweeters in Entire Graph:
@botfemale
@ice131queen
@raulpacheco
@wordfinga
@lugwaja
@tomvarghesejr
@academicchatter
@amcell
@sarimrashidgill
@jennylynnhere

Top Tweeters in G1:
@ice131queen
@wordfinga
@lugwaja
@tomvarghesejr
@sarimrashidgill
@jennylynnhere
@ubudoc
@aymanka
@arghavan_salles
@workingbnb

Top Tweeters in G2:
@spietweets
@j_birkenfeld
@mjwilliamsphd
@blackinphysics
@blackinoptics
@blackino

Top Tweeters in G3:
@braincures
@nubianlocz
@temilasade
@drodedina
@fab_mab_lab

Top Tweeters in G4:
@academicchatter
@academicssay
@aliemteam
@c_ngaruiya

Top Tweeters in G5:
@mirarose88
@dr_chadwilliams
@profsbradley
@modamhist

Top Tweeters in G6:
@cryptovitas
@shemdtweets
@famdoc_forest
@self_compassion

Top Tweeters in G7:
@botfemale
@drcorlin
@melvinmarzan

Top Tweeters in G8:
@akinmayowalawal
@jionilewis

Top Tweeters in G9:
@amcell
@marcus_phd

Top Tweeters in G10:
@sandranoduerme
@elizabhinton


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