#AcademicTwitter, Twitter, 6/27/2022 6:20:23 PM, 278758


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#AcademicTwitter Twitter NodeXL SNA Map and Report for Monday, 27 June 2022 at 15:23 UTC
#AcademicTwitter Twitter NodeXL SNA Map and Report for Monday, 27 June 2022 at 15:23 UTC
From:
SMRFoundation
Uploaded on:
June 27, 2022
Short Description:
#AcademicTwitter via NodeXL https://bit.ly/3QTtQEY
@academicchatter
@andrew_akbashev
@phdvoice
@openacademics
@lnivisonsmith
@phd_genie
@kacytillman
@audrey_leandri
@memingphd
@cliovis

Top hashtags:
#academictwitter
#100daysofcode
#datascience
#rstats

Description:
Description
The graph represents a network of 11,139 Twitter users whose recent tweets contained "#AcademicTwitter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 27 June 2022 at 17:48 UTC.

The tweets in the network were tweeted over the 7-day, 7-hour, 58-minute period from Monday, 20 June 2022 at 07:25 UTC to Monday, 27 June 2022 at 15:23 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 : 11139
Unique Edges : 20917
Edges With Duplicates : 15187
Total Edges : 36104
Number of Edge Types : 5
Tweet : 2635
Retweet : 14261
Mentions : 3690
MentionsInRetweet : 13592
Replies to : 1926
Self-Loops : 2793
Reciprocated Vertex Pair Ratio : 0.0326454903779272
Reciprocated Edge Ratio : 0.0632269073600072
Connected Components : 1588
Single-Vertex Connected Components : 828
Maximum Vertices in a Connected Component : 7083
Maximum Edges in a Connected Component : 29890
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.794464
Graph Density : 0.000179492909679448
Modularity : 0.541916
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,139 Twitter users whose recent tweets contained "#AcademicTwitter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 27 June 2022 at 17:48 UTC.

The tweets in the network were tweeted over the 7-day, 7-hour, 58-minute period from Monday, 20 June 2022 at 07:25 UTC to Monday, 27 June 2022 at 15:23 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 : TwitterSearch
Graph Term : #AcademicTwitter
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[243] https://twitter.com/Mobile_Morgue/status/1471233129692213249
[115] https://twitter.com/WeAreMarahall/status/1540159189925990400
[100] https://drive.google.com/drive/folders/1JrMNyC5-iYufcJwOODsKHtn3oHdgYIGp?usp=sharing
[100] https://twitter.com/evanbernick/status/1541032275923505153
[98] https://twitter.com/WeAreMarahall/status/1540141944290025473
[94] https://twitter.com/GalaxyKiiara/status/1445113424401342465
[89] https://twitter.com/eighth_mile/status/1538985499146305536
[84] https://twitter.com/binary_language/status/1540527470860013570
[77] https://twitter.com/WeAreMarahall/status/1539045265050673152
[70] https://twitter.com/Enter_Entendre/status/1516023131089080320

Top URLs in Tweet in G1:
[52] https://twitter.com/PostPhDRoad/status/1539849763599826945
[15] https://www.amazon.com/Writing-Literature-Review-Practical-Guide/dp/1462536891
[9] https://www.foldercase.com/
[8] https://orwh.od.nih.gov/career-development-education/research-supplements-promote-reentry-and-reintegration-health-related
[7] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41597-022-01383-6
[7] https://twitter.com/inma_marin/status/1539209270062944258
[6] https://twitter.com/fosslien/status/1539997234493677568
[5] https://www.master-academia.com/post/email-signatures-phd-students
[5] https://tressacademic.com/virtual-job-talk/
[5] https://thestrugglingscientists.com/product/mens-very-confused/

Top URLs in Tweet in G2:
[9] https://twitter.com/Heather_RoseW/status/1536803420559921152
[3] https://twitter.com/ZannPhD/status/1538893030798901249
[3] https://twitter.com/FossilLocator/status/1540351479340748800
[3] https://twitter.com/ImmunoFever/status/1536807387541041153
[3] https://twitter.com/Inframethod/status/1537709520079790081
[2] https://twitter.com/ThePhDPlace/status/1541346038736461824
[2] https://twitter.com/NatsforDocs/status/1540610518205218816
[1] https://www.science.org/content/article/i-made-hasty-career-decision-amid-ph-d-burnout-here-s-how-i-got-back-course?cookieSet=1
[1] http://spoti.fi/2LV8qL5
[1] http://apple.co/363jsoB

Top URLs in Tweet in G3:
[2] https://kdp.amazon.com/en_US/amazon-dp-action/us/dualbookshelf.marketplacelink/B0B31BZW39
[2] https://ubc.ca1.qualtrics.com/jfe/form/SV_0eK6qIQgjhVfBwa
[2] https://twitter.com/mellabarb/status/1539250063477772290
[2] https://www.chronicle.com/article/faculty-pay-survey-records-the-largest-one-year-drop-ever
[2] https://www.innerprofessor.com/summer
[2] https://globalassignmenthelp.com/
[2] https://twitter.com/SusEnviron_MDPI/status/1537740010396733441
[2] https://athenaeumpub.com/pediatric-restorative-option-for-congenitally-missing-anterior-teeth-a-carolina-bridge-case-series/
[2] https://athenaeumpub.com/journal-of-cardiology-and-thoracic-research/
[2] https://jobs.staffs.ac.uk/Vacancy.aspx?ref=HSW21-41

Top URLs in Tweet in G4:
[13] https://www.eventbrite.co.uk/e/white-rose-south-asia-conference-tickets-309332601137
[8] https://twitter.com/IPMBSinica/status/1513349044537495555
[5] https://ijcai-22.org/best-papers-from-sister-conferences-accepted-papers/
[4] https://twitter.com/jmcclearen/status/1539696260764008451
[3] https://twitter.com/BEldridg39/status/1529090954828951552
[3] https://publishnotperish.substack.com/?utm_medium=web&utm_campaign=pss
[2] https://recruitment.ipmb.sinica.edu.tw/
[2] https://phdinahundredsteps.com/2022/06/24/fast-and-slow-can-we-manage-the-pace-of-academic-scholarship/
[1] https://twitter.com/PostPhDRoad/status/1539849763599826945

Top URLs in Tweet in G5:
[242] https://twitter.com/Mobile_Morgue/status/1471233129692213249
[113] https://twitter.com/WeAreMarahall/status/1540159189925990400
[94] https://twitter.com/GalaxyKiiara/status/1445113424401342465
[94] https://twitter.com/WeAreMarahall/status/1540141944290025473
[88] https://twitter.com/eighth_mile/status/1538985499146305536
[84] https://twitter.com/binary_language/status/1540527470860013570
[75] https://twitter.com/WeAreMarahall/status/1539045265050673152
[69] https://twitter.com/Enter_Entendre/status/1516023131089080320
[65] https://twitter.com/EverydayKiiara/status/1537988456617349120
[62] https://twitter.com/enter_entendre/status/1539031840891207683

Top URLs in Tweet in G6:
[35] https://www.foldercase.com/
[12] https://icahn.mssm.edu/profiles/laura-m-huckins
[11] https://www.hindawi.com/post/taking-open-science-approach-publishing?utm_source=twitter&utm_medium=owned+referral&utm_campaign=HDW_MRKT_GBL_AWA_TWTR_OWN_OSOC_BLOG_X_10904&utm_source=twitter&utm_medium=organic&HootpostID=62a7ca85-0122-4dfb-980d-f27b1acfe6f8&Profile=hindawi
[8] https://twitter.com/peoplescdc/status/1540864820735516672
[7] https://www.digital-science.com/press-release/next-chapter-for-rori/?utm_source=hootsuite&utm_medium=twitter&utm_campaign=general&utm_term=digitalsci
[7] https://gradschool.southwales.ac.uk/postgraduate-research-degrees/?utm_source=Twitter&utm_medium=social&utm_campaign=Orlo
[7] https://twitter.com/digitalsci/status/1538907237502136320
[7] https://us06web.zoom.us/webinar/register/WN_riyj9Ck0T--jmFdM1Yk_xQ
[7] https://twitter.com/pondscience/status/1539678061045719040
[7] https://www.cbsnews.com/news/12-reasons-not-to-get-a-phd/

Top URLs in Tweet in G7:
[7] https://www.timeshighereducation.com/campus/how-maximise-student-satisfaction-flipped-classroom
[6] https://www.thehrdigest.com/faculty-salaries-fell-by-nearly-5-as-inflation-eats-into-living-costs/
[6] https://www.insidehighered.com/views/2022/06/21/structural-changes-help-embed-career-prep-academic-work-opinion?utm_campaign=ihesocial&utm_content=opinion_|_to_help_student&utm_medium=social&utm_source=twitter
[5] https://www.insidehighered.com/news/2022/06/23/purdue-pauses-new-income-share-agreement-enrollments?utm_campaign=ihesocial&utm_content=an_early_adopter_of_incom&utm_medium=social&utm_source=twitter
[4] https://www.highereddive.com/news/full-time-faculty-wages-fell-5-after-inflation-aaup-says/625819/
[4] https://www.insidehighered.com/quicktakes/2022/06/13/journal-editors-resign-protest#.YqedaaKNoAM.twitter
[3] https://www.insidehighered.com/blogs/learning-innovation/doomed-zoom?utm_campaign=ihesocial&utm_content=opinion_|_doomed_to_zoom_&utm_medium=social&utm_source=twitter
[3] https://www.insidehighered.com/news/2022/06/22/new-maine-engineering-college-raises-questions-faculty?utm_campaign=ihesocial&utm_content=a_systemwide_college_for_&utm_medium=social&utm_source=twitter
[3] https://www.insidehighered.com/news/2022/06/22/survey-campuses-perceived-safe-some-students-not-all?utm_campaign=ihesocial&utm_content=creating_more_positive_pe&utm_medium=social&utm_source=twitter
[2] https://blogs.lse.ac.uk/impactofsocialsciences/2022/06/17/research-rituals-finding-the-value-of-writing-accountability-groups/

Top URLs in Tweet in G8:
[2] https://hbsp.harvard.edu/inspiring-minds/higher-eds-next-great-digital-advantage?cid=organic-social%7Ctwitter%7Che-digital-advantage%7Cnone%7Cinspiring-minds%7Cunknown%7Cinspiring-minds-article%7Cjun2022
[1] https://twitter.com/LNivisonSmith/status/1539731495174021120
[1] http://ow.ly/47OW50JCA9b
[1] https://hbsp.harvard.edu/inspiring-minds/lessons-from-my-first-case-writing-project?cid=organic-social%7Ctwitter%7Cfirst-case-writing-project%7Cnone%7Cinspiring-minds%7Cunknown%7Cinspiring-minds-article%7Cjun2022

Top Domains
Top Domains in Tweet in Entire Graph:
[6501] twitter.com
[309] youtube.com
[188] google.com
[151] ac.uk
[113] tandfonline.com
[99] doi.org
[63] co.uk
[63] routledge.com
[60] linkedin.com
[59] foldercase.com

Top Domains in Tweet in G1:
[149] twitter.com
[17] newbooksnetwork.com
[15] amazon.com
[15] youtube.com
[10] nih.gov
[10] foldercase.com
[10] linkedin.com
[9] spotify.com
[8] nature.com
[8] drasmajabeen.com

Top Domains in Tweet in G2:
[28] twitter.com
[1] science.org
[1] spoti.fi
[1] apple.co
[1] bit.ly
[1] makesigns.com
[1] go.com
[1] spotify.com
[1] apple.com
[1] google.com

Top Domains in Tweet in G3:
[139] twitter.com
[11] athenaeumpub.com
[7] youtube.com
[4] ac.uk
[3] amazon.com
[3] gofundme.com
[3] facebook.com
[3] qualtrics.com
[3] c-note.org
[3] com.au

Top Domains in Tweet in G4:
[16] twitter.com
[13] co.uk
[5] ijcai-22.org
[3] substack.com
[2] edu.tw
[2] phdinahundredsteps.com

Top Domains in Tweet in G5:
[5207] twitter.com
[205] youtube.com
[55] soundcloud.com
[16] projectarachnid.com
[13] spotify.com
[9] foldercase.com
[8] findempathy.com
[5] constantcontactpages.com
[3] castos.com
[3] nocodedevs.com

Top Domains in Tweet in G6:
[184] twitter.com
[38] foldercase.com
[35] acs.org
[21] youtube.com
[14] hindawi.com
[13] co.uk
[12] ow.ly
[12] mssm.edu
[9] twitch.tv
[9] nature.com

Top Domains in Tweet in G7:
[45] insidehighered.com
[11] twitter.com
[9] timeshighereducation.com
[6] science.org
[6] thehrdigest.com
[4] highereddive.com
[4] nature.com
[3] elsevier.com
[3] bit.ly
[2] ac.uk

Top Domains in Tweet in G8:
[3] harvard.edu
[1] twitter.com
[1] ow.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18538] academictwitter
[5796] 100daysofcode
[5449] datascience
[5437] rstats
[5373] blacktechtwitter
[5335] devops
[5305] serverless
[5286] bigdata
[5263] iotpl
[5196] futureofwork



Top Hashtags in Tweet in G1:
[2885] academictwitter
[1272] academicchatter
[901] phdchat
[899] phdlife
[598] phd
[571] phdvoice
[375] phdmemes
[339] gradschool
[244] academia
[226] scicomm

Top Hashtags in Tweet in G2:
[1285] academictwitter
[1203] phd
[1197] academia
[1195] research
[1195] engineering
[1194] science
[35] academicchatter
[25] phdlife
[15] phdchat
[7] phdvoice

Top Hashtags in Tweet in G3:
[996] academictwitter
[214] academicchatter
[93] phdlife
[75] phdchat
[49] research
[48] phd
[35] academia
[28] medtwitter
[23] phdvoice
[18] sciencetwitter

Top Hashtags in Tweet in G4:
[490] academictwitter
[17] science
[17] research
[17] engineering
[17] academia
[17] phd
[16] academicchatter
[13] southasia
[13] pgr
[10] academicjobsearch

Top Hashtags in Tweet in G5:
[5958] academictwitter
[5691] 100daysofcode
[5304] rstats
[5293] datascience
[5275] blacktechtwitter
[5238] devops
[5209] serverless
[5174] bigdata
[5166] iotpl
[5101] futureofwork

Top Hashtags in Tweet in G6:
[648] academictwitter
[260] scicomm
[150] academicchatter
[124] datascience
[121] rstats
[119] tech
[106] bigdata
[105] research
[104] machinelearning
[96] blacktechtwitter

Top Hashtags in Tweet in G7:
[249] academictwitter
[66] academicchatter
[45] phdvoice
[23] highered
[22] disabilitytwitter
[22] academicchat
[15] sciencetwitter
[15] phdchat
[14] teamrhetoric
[12] phdlife

Top Hashtags in Tweet in G8:
[209] academictwitter
[195] academicchatter
[194] phdlife
[194] phdchat
[192] phdone
[192] academicmentalhealth
[5] research
[5] academia
[5] phd
[4] highered

Top Hashtags in Tweet in G9:
[193] academictwitter
[116] studyaustralia
[66] medtwitter
[5] thread
[5] phdpositions
[5] academicjobs
[3] science
[3] research
[3] engineering
[3] academia

Top Hashtags in Tweet in G10:
[205] academictwitter
[195] phdlife
[193] academicchatter
[191] phd
[191] phdmemes
[191] phdchat
[191] phdforum
[191] academia
[191] research
[4] researcher

Top Words
Top Words in Tweet in Entire Graph:
[18762] #academictwitter
[5803] #100daysofcode
[5473] #datascience
[5458] #rstats
[5383] #blacktechtwitter
[5335] #devops
[5306] #serverless
[5292] #bigdata
[5263] #iotpl
[5196] #futureofwork

Top Words in Tweet in G1:
[2901] #academictwitter
[1315] openacademics
[1278] #academicchatter
[934] academicchatter
[907] #phdchat
[901] #phdlife
[839] phdvoice
[776] phd_genie
[599] #phd
[599] phd

Top Words in Tweet in G2:
[1285] #academictwitter
[1214] academia
[1205] students
[1204] phd
[1203] #phd
[1199] leaving
[1197] #academia
[1195] discussions
[1195] #research
[1195] #engineering

Top Words in Tweet in G3:
[997] #academictwitter
[213] #academicchatter
[93] #phdlife
[82] research
[75] #phdchat
[72] academic
[71] work
[59] help
[56] writing
[55] paper

Top Words in Tweet in G4:
[491] #academictwitter
[369] join
[365] academic
[359] congratulations
[359] tou
[359] 385
[359] 000
[359] academics
[359] accounts
[359] follow

Top Words in Tweet in G5:
[5983] #academictwitter
[5694] #100daysofcode
[5310] #rstats
[5299] #datascience
[5285] #blacktechtwitter
[5238] #devops
[5210] #serverless
[5178] #bigdata
[5166] #iotpl
[5101] #futureofwork

Top Words in Tweet in G6:
[670] #academictwitter
[268] #scicomm
[154] #academicchatter
[136] #datascience
[131] #rstats
[119] #tech
[114] #machinelearning
[109] #research
[107] #bigdata
[96] #openscience

Top Words in Tweet in G7:
[250] #academictwitter
[127] tweet
[84] ll
[66] #academicchatter
[57] fired
[53] wish
[51] help
[47] students
[47] share
[45] #phdvoice

Top Words in Tweet in G8:
[209] #academictwitter
[195] phd
[195] #academicchatter
[194] #phdlife
[194] #phdchat
[192] #phdone
[192] #academicmentalhealth
[192] uniofherts
[192] uniofhertslms
[191] ask

Top Words in Tweet in G9:
[232] 2023
[193] #academictwitter
[126] australia
[124] phd
[121] msc
[121] kindly
[121] retweet
[116] opportunities
[116] griffith
[116] university

Top Words in Tweet in G10:
[205] #academictwitter
[195] #phdlife
[193] #academicchatter
[191] #phd
[191] #phdmemes
[191] #phdchat
[191] #phdforum
[191] #academia
[191] #research
[12] scientist

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5214] #iotpl,#rstats
[5192] #devops,#bigdata
[5166] #datascience,#academictwitter
[5119] #futureofwork,#devops
[5040] #programming,#datascience
[4952] #100daysofcode,#codenewbie
[4834] #rstats,#tech
[4747] #bigdata,#cybersecurity
[4744] #codenewbie,#womenwhocode
[4707] #womenwhocode,#programming

Top Word Pairs in Tweet in G1:
[579] #academictwitter,#academicchatter
[558] academicchatter,#academictwitter
[467] openacademics,academicchatter
[337] #academicchatter,#phdchat
[324] openacademics,phd_genie
[236] #phdlife,#phdvoice
[230] #academictwitter,#phd
[219] #phd,#academicchatter
[213] #gradschool,#academictwitter
[211] #phdvoice,#phdmemes

Top Word Pairs in Tweet in G2:
[1199] leaving,academia
[1195] #research,#engineering
[1195] #engineering,#academia
[1195] #academia,#phd
[1195] #phd,#academictwitter
[1194] phd,students
[1193] #science,#research
[1192] students,postdocs
[1192] postdocs,faculties
[1192] faculties,leaving

Top Word Pairs in Tweet in G3:
[131] #academictwitter,#academicchatter
[59] #academicchatter,#academictwitter
[34] #phdlife,#academictwitter
[25] #phdchat,#academictwitter
[21] #academictwitter,#phdlife
[15] #academictwitter,#phd
[14] #sciencetwitter,#academictwitter
[13] #phdchat,#phdlife
[12] #phdlife,#phdchat
[12] #medtwitter,#sciencetwitter

Top Word Pairs in Tweet in G4:
[359] join,#academictwitter
[359] #academictwitter,congratulations
[359] congratulations,tou
[359] tou,385
[359] 385,000
[359] 000,academics
[359] academics,academic
[359] academic,accounts
[359] accounts,follow
[47] welcome,followers

Top Word Pairs in Tweet in G5:
[5118] #iotpl,#rstats
[5095] #devops,#bigdata
[5059] #datascience,#academictwitter
[5028] #futureofwork,#devops
[4943] #programming,#datascience
[4862] #100daysofcode,#codenewbie
[4748] #rstats,#tech
[4661] #bigdata,#cybersecurity
[4654] #codenewbie,#womenwhocode
[4618] #womenwhocode,#programming

Top Word Pairs in Tweet in G6:
[98] #datascience,#academictwitter
[95] #devops,#bigdata
[94] #iotpl,#rstats
[93] #programming,#datascience
[90] #futureofwork,#devops
[88] #100daysofcode,#codenewbie
[87] #codenewbie,#womenwhocode
[87] #womenwhocode,#programming
[85] #academictwitter,#machinelearning
[84] #rstats,#tech

Top Word Pairs in Tweet in G7:
[84] ll,tweet
[43] #academictwitter,#phdvoice
[42] fired,whistleblow
[42] whistleblow,stories
[42] stories,share
[42] share,tweet
[42] tweet,dms
[42] dms,ll
[42] tweet,wish
[42] wish,anonymous

Top Word Pairs in Tweet in G8:
[192] #phdlife,#phdchat
[192] #academictwitter,#academicmentalhealth
[192] uniofherts,uniofhertslms
[191] ask,phd
[191] phd,student
[191] student,#phdlife
[191] #phdchat,#phdone
[191] #phdone,#academictwitter
[191] #academicmentalhealth,#academicchatter
[191] #academicchatter,uniofherts

Top Word Pairs in Tweet in G9:
[121] msc,phd
[121] kindly,retweet
[116] opportunities,australia
[116] australia,2023
[116] 2023,griffith
[116] griffith,university
[116] university,announces
[116] announces,600
[116] 600,scholarship
[116] scholarship,offers

Top Word Pairs in Tweet in G10:
[192] #academictwitter,#academicchatter
[191] #phd,#phdlife
[191] #phdlife,#phdmemes
[191] #phdmemes,#phdchat
[191] #phdchat,#phdforum
[191] #phdforum,#academictwitter
[191] #academicchatter,#academia
[191] #academia,#research
[8] staff,scientist
[4] #research,#researcher

Top Replied-To
Top Replied-To in Entire Graph:
@kiiara
@horseshoegang
@crookedintriago
@elijahkylemusic
@shadyrecords
@enter_entendre
@postcardpfv
@eighth_mile
@thomasd48342358
@bozzopack

Top Replied-To in G1:
@academicchatter
@sara_collini
@phdvoice
@janaberkessel
@ashleyruba
@rdc1987
@phdforum
@drnpfiester
@jidebam
@phd_genie

Top Replied-To in G2:
@alaborja

Top Replied-To in G4:
@ipmbsinica

Top Replied-To in G5:
@kiiara
@horseshoegang
@elijahkylemusic
@crookedintriago
@shadyrecords
@enter_entendre
@postcardpfv
@eighth_mile
@thomasd48342358
@ellipsi_music

Top Replied-To in G6:
@kiiara
@crookedintriago
@jmiorner
@geemclachlan
@penmanshipp
@enter_entendre
@aroundtheweird
@theshadynews313
@thegame
@alludingassets

Top Replied-To in G7:
@beyonce
@agediscrimus
@dantyrr

Top Mentioned
Top Mentioned in Entire Graph:
@kiiara
@openacademics
@phdvoice
@academicchatter
@phd_genie
@thephdplace
@eminem
@phd_balance
@phdcomics
@uniofherts

Top Mentioned in G1:
@openacademics
@academicchatter
@phdvoice
@phd_genie
@thephdplace
@phd_balance
@phdspeaks
@postdocvoice
@academicvoices
@momademia

Top Mentioned in G2:
@academicchatter
@sciencemagazine
@abc
@magscientia

Top Mentioned in G3:
@highclassessay
@estypen
@tutorsammurry
@legit_writers_
@tilec1
@homeworkace12
@criticalwriter5
@darealprisonart

Top Mentioned in G4:
@jmcclearen
@uwcomm
@uwccde
@academicchatter
@ipmbsinica
@phd_genie

Top Mentioned in G5:
@kiiara
@eminem
@rosenberg
@realvinjay
@weskeem
@shadyrecords
@elijahkylemusic
@enter_entendre
@eve_minor
@crookedintriago

Top Mentioned in G6:
@isciverse
@j_a_c_s
@kiiara
@rorinstitute
@openacademics
@thephdplace
@dorassessment
@inorms_rewg
@i4oc_org
@digitalsci

Top Mentioned in G7:
@insidehighered
@academicchatter
@timeshighered
@disabledacadem
@chuanlexiao1
@darn_disability
@disinhighered
@erkkosointu
@unieastfinland
@collegeinsights

Top Mentioned in G8:
@uniofherts
@uniofhertslms
@phd_balance
@phdvoice
@phdcomics
@sbuartssciences
@andrewdrimby

Top Mentioned in G9:
@nicholaszaorsky

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@xaelbot
@codedailybot
@cybersecurityn8
@jfsebastian146
@glasgow_watch
@mharvey816
@dailystar
@dailymirror
@fabriciosx

Top Tweeters in G1:
@bjcrochet
@maripuerta
@nuclear94
@dr_anniem13
@docdarnell
@parvez1
@darksapiens
@academicchatter
@patt2boeun
@safiroanejo

Top Tweeters in G2:
@abc
@grumpeoldman
@drugmonkeyblog
@ti_enjoli
@kjgheroman
@ndngenuity
@ramyeonjpg
@ro77ay
@jmkorhonen
@clancynewyork

Top Tweeters in G3:
@cynnaael
@onlinegraders
@kindness626
@feathersmcgee
@drhoy480
@drtatianaporto5
@kimfoxwosu
@siyandawrites
@biswapriyamisra
@otrasenda_ac

Top Tweeters in G4:
@missnisha6849
@tomdrabowicz
@drreznicek
@iksterror
@bjfstrgazer
@blackstemusa
@monicaperezero
@mcmsharksxx
@curiousofmind
@cadenaroa

Top Tweeters in G5:
@sectest9
@xaelbot
@codedailybot
@cybersecurityn8
@jfsebastian146
@rvp
@dataaugmented
@googleexpertuk
@thesun
@codewithtwitchi

Top Tweeters in G6:
@dailystar
@dailymirror
@fabriciosx
@guardian
@gmizrachi
@huffpost
@kirkmurphy
@rstatstweet
@cnn
@dailymailuk

Top Tweeters in G7:
@mharvey816
@athopemarie
@activisthat_
@teenvogue
@timeshighered
@1naturalzeta
@lecagle
@blainehashimoto
@znursinga
@madameearlgrey

Top Tweeters in G8:
@darthhoo744
@nabila96azwa
@tukkura91
@simply__laylay
@paux_gr
@eric_orenge
@chrisharte7
@mitsk2
@uniofherts
@dimasdnv

Top Tweeters in G9:
@pash22
@coded_omoluabi
@rhidwhane
@calliypgianmel1
@adelapoite
@owolabitaiwo
@cynthiaeke6
@ayamnic
@mulin87
@zhayat01

Top Tweeters in G10:
@inatchan
@daniambiental
@datenkou
@vladschuler
@hzrt_
@gnrnicollas
@mengmonera
@rizkiatyas
@arifharun_
@manzanapapaya


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