#BlackInTheIvory, Twitter, 10/24/2020 4:45:55 PM, 238662


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#BlackInTheIvory_2020-10-24_00-35-07.xlsx
#BlackInTheIvory_2020-10-24_00-35-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 24, 2020
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3opACnG
@do_kinder
@drseankwilson
@aaberhe
@cclaremdmph
@pkanagaratnam
@emsaurios
@priscillampasi
@academicchatter
@500womensci
@wptabp

Top hashtags:
#blackintheivory
#blackhistorymonth
#academictwitter
#blackinstem

Description:
Description
The graph represents a network of 1,774 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, 24 October 2020 at 07:36 UTC.

The requested start date was Saturday, 24 October 2020 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 29-day, 11-hour, 53-minute period from Thursday, 24 September 2020 at 11:00 UTC to Friday, 23 October 2020 at 22:54 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 : 1774
Unique Edges : 1228
Edges With Duplicates : 2935
Total Edges : 4163
Number of Edge Types : 5
Retweet : 1250
MentionsInRetweet : 1909
Mentions : 657
Tweet : 295
Replies to : 52
Self-Loops : 315
Reciprocated Vertex Pair Ratio : 0.0271714922048998
Reciprocated Edge Ratio : 0.0529054640069384
Connected Components : 191
Single-Vertex Connected Components : 67
Maximum Vertices in a Connected Component : 1184
Maximum Edges in a Connected Component : 3137
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 6.179256
Graph Density : 0.000733156943276035
Modularity : 0.534586
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,774 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, 24 October 2020 at 07:36 UTC.

The requested start date was Saturday, 24 October 2020 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 29-day, 11-hour, 53-minute period from Thursday, 24 September 2020 at 11:00 UTC to Friday, 23 October 2020 at 22:54 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:
[13] https://education.wisc.edu/news/article-by-uw-madisons-burt-examines-influences-on-engineering-grad-students-career-paths/
[8] https://www.himalaya.com/careers-podcasts/the-professor-is-in-1596230/episode-2-9-black-and-in-grad-school-interview-with-allante-whitmore-115978417
[7] https://academicjobsonline.org/ajo/jobs/17171
[5] https://www.eventbrite.co.uk/e/black-in-the-ivory-blackintheivory-tickets-122031550653?utm-medium=discovery&utm-campaign=social&utm-content=attendeeshare&aff=escb&utm-source=cp&utm-term=listing
[5] https://www.northampton.ac.uk/news/blackintheivory-conference-is-centrepiece-of-black-history-month-at-uon/
[4] https://animalecologyinfocus.com/2020/10/15/navigating-biological-invasion-and-structural-racism-in-urban-systems/
[4] https://www.youtube.com/watch?v=6-6FKrxah0c&feature=youtu.be

[4] https://www.nytimes.com/2020/09/28/science/black-microbiology-week.html?smid=tw-share
[3] https://thewalrus.ca/black-in-the-ivory-tower/
[3] https://blackinmicrobiology.org/

Top URLs in Tweet in G1:
[1] https://www.springernature.com/gp/researchers/the-source/blog/blogposts-life-in-research/amplifying-black-voices-the-convenient-narratives-of-racism-pt1/18415774
[1] https://www.springernature.com/gp/researchers/the-source/blog/blogposts-life-in-research/amplifying-black-voices-the-convenient-narratives-of-racism-pt2/18415826
[1] https://twitter.com/springernature/status/1311622155948392448
[1] https://twitter.com/aaberhe/status/1311662860213207042
[1] https://www.osa-opn.org/home/career/2020/october/researchers_offer_rules_for_an_antiracist_lab/
[1] https://www.osa-opn.org/home/articles/volume_31/september_2020/features/in_search_of_equity/
[1] https://dx.plos.org/10.1371/journal.pcbi.1008210

Top URLs in Tweet in G2:
[2] https://thelogicofscience.com/2016/08/01/are-scientists-arrogant-close-minded-and-dismissive/
[2] https://go.synbiobeta.com/l/408192/2020-09-17/n7w15f
[1] https://www.asbmb.org/asbmb-today/opinions/072420/being-black-in-the-ivory-tower
[1] https://twitter.com/ASBMB/status/1319334245622452224
[1] https://twitter.com/academicchatter/status/1269684595173326848?s=21
[1] https://www.theguardian.com/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents
[1] https://lassonde.yorku.ca/eecs-computer-science-professorial-stream-open-rank-african-heritage
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DucF92u8eMzQ&q=EgS4SO-bGPWyz_wFIhkA8aeDS2blwqmZ6Q7O00CQlbz-fLctyvOkMgFy
[1] https://twitter.com/DrTregoning/status/1309743357862842368
[1] https://www.youtube.com/watch?v=HYbuUJKxM7c&feature=youtu.be


Top URLs in Tweet in G3:
[2] https://twitter.com/Maya_Michigan/status/1304487098460725248
[1] https://twitter.com/chasetmanderson/status/1319644324733149185
[1] https://twitter.com/WomxnsHC/status/1312014088801783814
[1] https://twitter.com/DocPatTeachOne/status/1317448295896276994
[1] https://twitter.com/ChaseTMAnderson/status/1316015837430644736

Top URLs in Tweet in G4:
[5] https://www.eventbrite.co.uk/e/black-in-the-ivory-blackintheivory-tickets-122031550653?utm-medium=discovery&utm-campaign=social&utm-content=attendeeshare&aff=escb&utm-source=cp&utm-term=listing
[5] https://www.northampton.ac.uk/news/blackintheivory-conference-is-centrepiece-of-black-history-month-at-uon/
[2] https://www.instagram.com/accounts/login/?next=/p/CF9zYgGgb7j/%3Futm_source%3Dig_web_button_share_sheet
[2] https://www.eventbrite.co.uk/e/black-in-the-ivory-blackintheivory-tickets-122031550653
[1] https://www.eventbrite.co.uk/e/black-in-the-ivory-blackintheivory-tickets-122031550653?utm_medium=twitter&utm_campaign=hootsuite&utm_source=uninorthants
[1] https://mypad.northampton.ac.uk/uonattainmentgap/
[1] https://twitter.com/UniNhantsNews/status/1313019878459219969
[1] https://mypad.northampton.ac.uk/uonattainmentgap
[1] https://www.youtube.com/watch?v=PRRf6R9pvA8&feature=youtu.be

[1] https://www.northampton.ac.uk/news/black-academics-are-agents-of-change-at-uons-first-bhm-conference/

Top URLs in Tweet in G5:
[4] https://www.nytimes.com/2020/09/28/science/black-microbiology-week.html?smid=tw-share
[1] https://twitter.com/BlackInSciComm/status/1319267237178396678
[1] https://twitter.com/sjgoring/status/1312423667452715010
[1] https://twitter.com/aaberhe/status/1311662860213207042
[1] https://twitter.com/STEMadvocacy/status/1309646502101385218
[1] https://reclaimthebench.com/
[1] https://hackingracism.mit.edu/
[1] https://www.thesocialscientist.org/jamal-williams
[1] https://twitter.com/smileitsjoy/status/1314570067741470721
[1] https://drive.google.com/file/d/1uPnDwtPdBSpiIefNkI4CIl9_FeB9WJVM/view?usp=sharing

Top URLs in Tweet in G6:
[1] https://nypost.com/2020/10/17/cuny-dean-quits-after-less-than-a-year-cites-workload-and-racism/
[1] https://www.crimcomm.net/post/surviving-academic-karens-while-black

Top URLs in Tweet in G7:
[2] https://solo.to/rosentpod
[2] https://www.insidehighered.com/news/2020/10/21/scholars-talk-about-being-black-campus-2020#.X5BiFAAPqy8.twitter
[2] https://genreurbanarts.submittable.com/submit/156650/essays-and-other-works-from-diasporic-african-academics
[1] https://pubmed.ncbi.nlm.nih.gov/32889948/
[1] https://docs.google.com/forms/d/e/1FAIpQLSdrgvaDttYCbF7mm-TWkMlMwYQqk5Mt6UTlI9DwO8ZxLMz8Zg/viewform?utm_source=twitter&utm_medium=SAGE_social&utm_content=sageoceantweets&utm_term=78de1c93-3f43-4032-8540-128d0d1b387c
[1] https://twitter.com/rudyrahme/status/1309522384542732288
[1] https://twitter.com/BroderickA88/status/1309529422425399296
[1] https://twitter.com/drplattlab/status/1309479744107352067
[1] https://twitter.com/nickwestes/status/1311095047329284096
[1] https://twitter.com/chey_rain_/status/1311507308787060737

Top URLs in Tweet in G8:
[1] https://twitter.com/elevate_HER2020/status/1318926733815500800
[1] https://www.wihe.com/article-details/162/how-to-stop-internalizing-microaggressions/
[1] https://twitter.com/uche_blackstock/status/1315801271715147781
[1] https://www.insidehighered.com/advice/2020/09/25/many-academics-who-believe-theyre-operating-place-equality-havent-recognized-their#.X25L-Ge8cGM.twitter
[1] https://twitter.com/hvanspall/status/1309814651597852672
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DrkLEIssCvtk&q=EgS4SO-bGPeyz_wFIhkA8aeDS1Czyr0jPBvgkeSjn5RUfAewz4MPMgFy
[1] https://theladdermn.org/
[1] https://twitter.com/uche_blackstock/status/1309459067954364423
[1] https://twitter.com/eugenia_south/status/1314259019197018113

Top URLs in Tweet in G9:
[1] https://medium.com/@ihumbert/black-rockette-perspectives-of-a-black-female-speech-language-pathologist-in-academia-9573d6d5947d
[1] https://twitter.com/rebellawprof/status/1316830056120025096
[1] https://twitter.com/TheLSSSE/status/1311687503997353990

Top URLs in Tweet in G10:
[2] https://twitter.com/onyxmagazineox/status/1311412609426558976
[1] https://twitter.com/ibjiyongi/status/1318383927954968576
[1] https://www.southbankcentre.co.uk/whats-on/art-exhibitions/phenomenal-women?eventId=858240
[1] https://www.southbankcentre.co.uk/whats-on/talks-debates/phenomenal-women-black-female-professors?eventId=858232
[1] https://twitter.com/taikelani/status/1312084184488386561
[1] https://twitter.com/rhiannon_turner/status/1311914637089288192
[1] https://twitter.com/southbankcentre/status/1306530192668725250

Top Domains
Top Domains in Tweet in Entire Graph:
[114] twitter.com
[17] google.com
[14] co.uk
[14] ac.uk
[13] wisc.edu
[9] nature.com
[8] himalaya.com
[7] academicjobsonline.org
[7] youtube.com
[6] medium.com

Top Domains in Tweet in G1:
[2] springernature.com
[2] twitter.com
[2] osa-opn.org
[1] plos.org

Top Domains in Tweet in G2:
[4] twitter.com
[2] thelogicofscience.com
[2] synbiobeta.com
[1] asbmb.org
[1] theguardian.com
[1] yorku.ca
[1] google.com
[1] youtube.com
[1] linkedin.com

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

Top Domains in Tweet in G4:
[12] co.uk
[11] ac.uk
[5] twitter.com
[2] instagram.com
[1] youtube.com
[1] uconn.edu
[1] bit.ly
[1] linkedin.com

Top Domains in Tweet in G5:
[6] twitter.com
[4] nytimes.com
[2] nature.com
[1] reclaimthebench.com
[1] mit.edu
[1] thesocialscientist.org
[1] google.com
[1] blackinmicrobiology.org

Top Domains in Tweet in G6:
[1] nypost.com
[1] crimcomm.net

Top Domains in Tweet in G7:
[21] twitter.com
[3] linkedin.com
[2] solo.to
[2] insidehighered.com
[2] submittable.com
[1] nih.gov
[1] google.com
[1] bbc.com
[1] tumblr.com
[1] nenequirer.com

Top Domains in Tweet in G8:
[5] twitter.com
[1] wihe.com
[1] insidehighered.com
[1] google.com
[1] theladdermn.org

Top Domains in Tweet in G9:
[2] twitter.com
[1] medium.com

Top Domains in Tweet in G10:
[6] twitter.com
[2] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[843] blackintheivory
[88] blackhistorymonth
[85] academictwitter
[69] blackinstem
[52] blacklivesmatter
[49] academicchatter
[45] climatejustice
[43] medtwitter
[24] womeninstem
[23] blm



Top Hashtags in Tweet in G1:
[137] blackintheivory
[45] climatejustice
[8] antiracist
[3] blackinstem
[2] blackingeoscience
[2] notimeforsilence
[1] antiraciststem
[1] blackingeoscienceweek
[1] blacklivesmatter
[1] soil

Top Hashtags in Tweet in G2:
[21] blackintheivory
[14] womeninstem
[4] synbio
[4] stem
[4] blackinmicro
[4] academicchatter
[3] blackinstem
[3] blacklivesmatter
[2] women
[2] sdgs

Top Hashtags in Tweet in G3:
[17] blackintheivory
[8] medtwitter
[5] blackmedtwitter
[5] gaymedtwitter
[2] blackinmedicine
[2] blackwomeninmedicine
[2] meded
[1] blacktwitter
[1] blm
[1] womxnintheivory

Top Hashtags in Tweet in G4:
[122] blackintheivory
[70] blackhistorymonth
[16] blackhistorymonthuk
[7] covid
[4] conference
[4] uon
[4] bhm
[4] blackhistory
[3] blackhistorymonth2020
[1] blacklivesmatter

Top Hashtags in Tweet in G5:
[32] blackintheivory
[11] blackinstem
[7] blackinscicomm
[7] phd
[6] scicomm
[6] blackingeoscience
[4] blackinneuro
[4] podcast
[4] blacklivesmatter
[4] blackinmicrobiology

Top Hashtags in Tweet in G6:
[17] blacklivesmatter
[16] academicchatter
[4] blackintheivory

Top Hashtags in Tweet in G7:
[69] blackintheivory
[9] blackinstem
[6] academictwitter
[3] blacklivesmatter
[3] blackmedtwitter
[2] medtwitter
[2] womeninstem
[2] highered
[2] highereducation
[2] podsincolor

Top Hashtags in Tweet in G8:
[23] blackintheivory
[11] medtwitter
[9] blackwomeninmedicine
[6] thisisamerica
[6] blm
[2] microaggressions
[2] blackmedtwitter
[1] mwrntoday
[1] blackinstemed
[1] blackwomeninstem

Top Hashtags in Tweet in G9:
[42] academictwitter
[16] blackintheivory
[7] lawtwitter
[6] legaled
[6] mlawloud
[6] postdocs
[6] faculty
[6] students
[6] staff
[6] npaw2020

Top Hashtags in Tweet in G10:
[15] blackintheivory
[11] blackinacademia
[6] highered
[3] blackfemaleprofs
[3] blackhistorymonth
[2] phenomenalwomen
[1] womeninstem
[1] minorityinstem
[1] blacklivesmatter
[1] bhm

Top Words
Top Words in Tweet in Entire Graph:
[842] #blackintheivory
[402] black
[207] story
[204] aaberhe
[160] discrimination
[150] personal
[142] end
[131] receiving
[130] raw
[130] sucks

Top Words in Tweet in G1:
[201] aaberhe
[153] discrimination
[137] #blackintheivory
[131] story
[127] raw
[127] personal
[127] sucks
[127] receiving
[127] end
[127] observe

Top Words in Tweet in G2:
[21] #blackintheivory
[14] #womeninstem
[9] black
[9] women
[9] well
[8] do_kinder
[8] everyone
[8] documentary
[8] done
[8] content

Top Words in Tweet in G3:
[54] white
[53] cclaremdmph
[53] œhi
[52] meeting
[52] letâ
[52] recently
[52] senior
[52] leadership
[52] person
[52] drâ

Top Words in Tweet in G4:
[121] #blackintheivory
[97] conference
[70] #blackhistorymonth
[58] uninhantsnews
[57] uninorthants
[45] gemnetworkuon
[37] one
[34] online
[33] 14
[32] drshardedavis

Top Words in Tweet in G5:
[32] #blackintheivory
[14] jamal
[12] thesocscientist
[11] #blackinstem
[11] intro
[9] black
[8] blkingeoscience
[7] science
[7] #blackinscicomm
[7] thrilled

Top Words in Tweet in G6:
[66] drseankwilson
[62] experiences
[53] piece
[53] wrote
[53] culmination
[53] observations
[53] unpacking
[53] academic
[53] karen
[31] peopleâ

Top Words in Tweet in G7:
[69] #blackintheivory
[22] black
[10] academia
[9] #blackinstem
[6] #academictwitter
[5] work
[5] really
[5] know
[5] online
[5] support

Top Words in Tweet in G8:
[28] committee
[28] nih
[27] happen
[27] invited
[27] accepted
[27] opportunity
[27] serve
[27] standing
[27] member
[27] study

Top Words in Tweet in G9:
[84] black
[42] #academictwitter
[35] academia
[34] story
[34] rockette
[34] perspectives
[34] female
[34] speech
[34] language
[34] pathologist

Top Words in Tweet in G10:
[48] nicolarollock
[43] black
[41] women
[31] livlittle
[31] funmi
[31] olonisakin
[27] conversation
[27] galdemzineâ
[27] profs
[27] tareynolds12

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[134] #blackintheivory,story
[130] raw,personal
[130] personal,#blackintheivory
[130] story,sucks
[130] sucks,receiving
[130] receiving,end
[130] end,discrimination
[130] discrimination,observe
[129] aaberhe,raw
[65] black,women

Top Word Pairs in Tweet in G1:
[131] #blackintheivory,story
[127] raw,personal
[127] personal,#blackintheivory
[127] story,sucks
[127] sucks,receiving
[127] receiving,end
[127] end,discrimination
[127] discrimination,observe
[126] aaberhe,raw
[45] truly,inspirational

Top Word Pairs in Tweet in G2:
[8] everyone,documentary
[8] documentary,well
[8] well,done
[8] done,content
[8] content,delivers
[8] delivers,unsurprising
[8] unsurprising,incredibly
[7] kiratheexplora,everyone
[7] incredibly,impor
[5] black,women

Top Word Pairs in Tweet in G3:
[52] meeting,letâ
[52] letâ,recently
[52] recently,senior
[52] senior,leadership
[52] leadership,person
[52] person,œhi
[52] œhi,drâ
[52] drâ,white
[52] white,males
[52] males,room

Top Word Pairs in Tweet in G4:
[45] #blackintheivory,conference
[31] online,conference
[30] 14,oct
[25] #blackintheivory,#blackhistorymonth
[19] conference,14
[18] keynote,speech
[18] global,ethnic
[18] ethnic,majority
[17] oct,keynote
[17] speech,drshardedavis

Top Word Pairs in Tweet in G5:
[7] thrilled,intro
[7] intro,mentor
[7] mentor,jamal
[7] jamal,williams
[7] williams,jamal
[7] jamal,neuroscience
[7] neuroscience,#phd
[7] #phd,student
[7] student,ubuffalo
[7] ubuffalo,co

Top Word Pairs in Tweet in G6:
[53] piece,wrote
[53] wrote,culmination
[53] experiences,observations
[53] observations,unpacking
[53] unpacking,academic
[53] academic,karen
[52] drseankwilson,piece
[31] culmination,peopleâ
[31] peopleâ,experiences
[22] culmination,people

Top Word Pairs in Tweet in G7:
[5] #blackintheivory,#blackinstem
[5] #academictwitter,#blackintheivory
[4] black,academics
[3] #blackinstem,#blackintheivory
[3] #blackintheivory,#blacklivesmatter
[3] uon,creates
[3] creates,#blackintheivory
[3] #blackintheivory,online
[3] online,conference
[3] conference,black

Top Word Pairs in Tweet in G8:
[27] happen,invited
[27] invited,accepted
[27] accepted,opportunity
[27] opportunity,serve
[27] serve,standing
[27] standing,committee
[27] committee,member
[27] member,nih
[27] nih,study
[27] study,section

Top Word Pairs in Tweet in G9:
[34] story,black
[34] black,rockette
[34] rockette,perspectives
[34] perspectives,black
[34] black,female
[34] female,speech
[34] speech,language
[34] language,pathologist
[34] pathologist,academia
[34] academia,#academictwitter

Top Word Pairs in Tweet in G10:
[31] funmi,olonisakin
[28] black,women
[27] conversation,galdemzineâ
[27] galdemzineâ,livlittle
[27] livlittle,profs
[27] profs,tareynolds12
[27] tareynolds12,funmi
[27] olonisakin,black
[26] nicolarollock,conversation
[26] women,inâ

Top Replied-To
Top Replied-To in Entire Graph:
@shrimplingsoup
@aaberhe
@drmonifamd
@leoseoanemd
@blackinmh
@nkagetsu
@shena_rnphd
@joezickafoose
@blkingeoscience
@ubcires

Top Replied-To in G1:
@aaberhe
@charlesbhallphd

Top Replied-To in G2:
@littlelizs
@drumeshprabhu
@openacademics

Top Replied-To in G3:
@rebeccacgk
@cclaremdmph

Top Replied-To in G4:
@drdecryan
@parise_cm
@drshardedavis

Top Replied-To in G5:
@blkingeoscience
@kdrichardson924
@mit
@blackinmicro

Top Mentioned
Top Mentioned in Entire Graph:
@aaberhe
@uninorthants
@drseankwilson
@cclaremdmph
@uninhantsnews
@nicolarollock
@gemnetworkuon
@ucmerced
@arctic_nilou
@priscillampasi

Top Mentioned in G1:
@aaberhe
@ucmerced
@arctic_nilou
@opnmagazine
@lisatoafault
@nabgsocial
@depaulu
@unhgradschool
@nressphd

Top Mentioned in G2:
@do_kinder
@kiratheexplora
@wellcometrust
@drumeshprabhu
@bullyingalberta
@mingberg
@kavitha007_
@nickystevo
@judithcarmody1
@laura_corbeth

Top Mentioned in G3:
@cclaremdmph
@chasetmanderson
@inhousemag
@drayanajordan
@womxnshc
@lorawichsermd
@docpatteachone
@londyloo
@jack_turban
@ryanmarino

Top Mentioned in G4:
@uninorthants
@uninhantsnews
@gemnetworkuon
@drshardedavis
@mrgavindouglas
@pseuwou
@drktap
@aguirreseb
@rub
@chronandecho

Top Mentioned in G5:
@thesocscientist
@blkingeoscience
@ubuffalo
@blackinscicomm
@blackinneuro
@reclaimthebench
@blackafinstem
@thexylom
@udemischa

Top Mentioned in G6:
@drseankwilson
@hhendersonphd
@cclaremdmph
@aaberhe

Top Mentioned in G7:
@amst_collective

Top Mentioned in G8:
@nih
@jballs1908
@reneecrichlowmd
@sharonnehayes
@ashley_binta
@christinastem
@womeninhighered
@priscillampasi
@drbrittanij
@bbhoh

Top Mentioned in G9:
@dr_deglutition
@meeradeo
@profallentweets
@uwpostdocda
@uclalawreview
@profmohapatra
@rebellawprof
@womenknowlaw
@womeninlegaled
@womeninhighered

Top Mentioned in G10:
@nicolarollock
@livlittle
@tareynolds12
@minoritystem
@southbankcentre
@rhiannon_turner
@williamjlknight
@drcbernard

Top Tweeters
Top Tweeters in Entire Graph:
@kat4obama
@femtech_
@rosenchild
@googleexpertuk
@blackphysicists
@drrimmer
@time
@drumeshprabhu
@themuslimhippie
@mannumellow

Top Tweeters in G1:
@time
@revagsl
@needhibhalla
@sarah_may1
@janemccourt1
@sonicubed
@mattpt55
@jane__eden
@xeno_lith
@rpancost

Top Tweeters in G2:
@femtech_
@rosenchild
@googleexpertuk
@drumeshprabhu
@funder
@serenashimaward
@rossthomson26
@cynnaael
@nickystevo
@hrw

Top Tweeters in G3:
@themuslimhippie
@kim_buh_lee
@doritmi
@wfkars
@healthpolicygrp
@catjacarol01
@pdxdevildog
@ryanmarino
@drjessigold
@microbiomdigest

Top Tweeters in G4:
@chronandecho
@marcwebber
@fenews
@thevoicenews
@bbclookeast
@hilaryalexander
@bbcnorthampton
@bbc3cr
@uninorthants
@butterflycolour

Top Tweeters in G5:
@kat4obama
@blackphysicists
@bg_grace
@bennkeezy
@drrubidium
@mchammer
@jimlynchcodes
@deepseadawn
@adriannerussell
@emsaurios

Top Tweeters in G6:
@pkanagaratnam
@laraoyedele
@victor_asal
@drkenyattacavil
@drcswilliam
@wptabp
@volkantopalli
@dr_locs
@speedy2daneedy
@jackmonell

Top Tweeters in G7:
@wunpini_fm
@munibakamal
@kasforpres2030
@loveconweezy27
@ea
@shurleyhall
@amethylgroup
@brainyacademic
@kelly_zvobgo
@a

Top Tweeters in G8:
@wordfinga
@awmsdreams
@ivuoma
@jessicahalem
@shaboom
@sapnakmd
@drshannacombs
@ktelliottmicro
@bbhoh
@hvanspall

Top Tweeters in G9:
@ineelbot
@elliemargolis
@sameravinson
@luc_autism
@eversoali
@profallentweets
@s_james_s
@wordaware
@mastermind_stl
@courtneyliss

Top Tweeters in G10:
@anxiouspsych
@cherryhead
@you_stem
@moonenscorpio
@kaerianne
@jennyathatcher
@hevy50
@minoritystem
@akenkidee
@aimafidon