#phdchat, Twitter, 10/13/2019 4:08:20 AM, 212797


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#phdchat_2019-10-12_15-49-48.xlsx
#phdchat_2019-10-12_15-49-48.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 13, 2019
Short Description:
#phdchat via NodeXL http://bit.ly/2nFXVz7
@academicchatter
@babybelladonna2
@ithinkwellhugh
@writethatphd
@disneyphd
@thoughtsofaphd
@benchsci
@jwalakira
@guyprochilo
@phdforum

Top hashtags:
#phdchat
#phdlife
#academicchatter
#academictwitter
#phd
#phdforum

Description:
Description
The graph represents a network of 12,687 Twitter users whose recent tweets contained "#phdchat", 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 Sunday, 13 October 2019 at 02:00 UTC.

The tweets in the network were tweeted over the 9-day, 5-hour, 59-minute period from Thursday, 03 October 2019 at 16:49 UTC to Saturday, 12 October 2019 at 22:48 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[137] http://www.review.mai.ac.nz/mrindex/MR/article/view/43/43.html
[125] http://www.review.mai.ac.nz/mrindex/MR/article/view/9/9.html
[106] http://gradlife.gmu.edu/wp-content/uploads/Elements-of-Writing-Productivity.pdf
[106] http://www.review.mai.ac.nz/mrindex/MR/article/view/339/463.html
[96] http://www.review.mai.ac.nz/mrindex/MR/article/view/65/63.html
[65] http://www.review.mai.ac.nz/mrindex/TK/article/view/53/53.html
[52] https://www.ice.mpg.de/ext/fileadmin/extranet/dept_itb/The_Baldwin_Formula_for_writing_a_scientific_paper_and_reviewing_papers.pdf
[51] https://www.natureindex.com/news-blog/ten-tips-tweeting-research-academic
[51] https://elifesciences.org/articles/48175
[35] https://thesiswhisperer.com/2019/10/09/book-reviews-two-new-guides-to-academic-life/

Top URLs in Tweet in G1:
[8] http://www.review.mai.ac.nz/mrindex/MR/article/view/43/43.html
[7] https://www.youtube.com/watch?v=TrwVpJDD2pk&feature=youtu.be

[7] http://www.review.mai.ac.nz/mrindex/MR/article/view/65/63.html
[6] http://freesuggestionbox.com/pub/xzujhae
[5] https://www.independent.co.uk/life-style/elena-cornaro-piscopia-google-doodle-phd-who-death-university-degree-venice-italy-a8944116.html
[5] https://lncn.ac/litreview1
[5] https://twitter.com/adamcifu/status/1181606767010209792
[4] https://twitter.com/DShadowgazer/status/1181753989295042560
[4] https://twitter.com/ithinkwellHugh/status/1182634508291624960
[4] http://www.review.mai.ac.nz/mrindex/MR/article/view/339/463.html

Top URLs in Tweet in G2:
[108] http://www.review.mai.ac.nz/mrindex/MR/article/view/43/43.html
[103] http://www.review.mai.ac.nz/mrindex/MR/article/view/9/9.html
[83] http://gradlife.gmu.edu/wp-content/uploads/Elements-of-Writing-Productivity.pdf
[81] http://www.review.mai.ac.nz/mrindex/MR/article/view/339/463.html
[75] http://www.review.mai.ac.nz/mrindex/MR/article/view/65/63.html
[48] http://www.review.mai.ac.nz/mrindex/TK/article/view/53/53.html
[42] https://www.ice.mpg.de/ext/fileadmin/extranet/dept_itb/The_Baldwin_Formula_for_writing_a_scientific_paper_and_reviewing_papers.pdf
[26] https://thesiswhisperer.com/2019/10/09/book-reviews-two-new-guides-to-academic-life/
[19] http://sabotin.ung.si/~sstanic/teaching/CIS/references/Alpers_How_to_write_a_scientific_paper.pdf
[7] http://languages.ait.ac.th/wp-content/uploads/sites/18/2018/08/Writing-Research-Articles-for-Publication1.pdf

Top URLs in Tweet in G3:
[3] https://www.biorxiv.org/content/10.1101/796466v1
[2] http://www.review.mai.ac.nz/mrindex/MR/article/view/65/63.html
[1] https://twitter.com/RalphWhiteIII/status/1171148786078552066
[1] https://twitter.com/nature_org/status/1080874188859195393
[1] https://twitter.com/kcmcwhinnie/status/1182759521338433541
[1] https://twitter.com/jidebam/status/1182332907400024065
[1] https://www.instagram.com/p/B3dIfPfhdOR/?igshid=15oseyl3vzi2y
[1] https://twitter.com/neurorican1/status/1179751410260434945
[1] http://www.review.mai.ac.nz/mrindex/MR/article/view/43/43.html
[1] https://clioandthecontemporary.com/2019/10/03/grad-school-means-being-asked-to-do-a-lot-with-a-little-tips-for-time-management/

Top URLs in Tweet in G4:
[3] https://twitter.com/quinnwa91648884/status/1182390870085177356
[3] http://postgradproofreader.co.uk/
[2] https://twitter.com/amanda_balaban/status/1179752555171270656
[2] https://www.insidehighered.com/blogs/gradhacker/grad-abroad-doing-your-phd-germany?utm_source=Inside+Higher+Ed&utm_campaign=47a8c43cdf-DNU_2019_COPY_01&utm_medium=email&utm_term=0_1fcbc04421-47a8c43cdf-198603421&mc_cid=47a8c43cdf&mc_eid=672e95feaa
[2] https://www.insidehighered.com/blogs/gradhacker/crucial-co-writing-considerations?utm_source=Inside+Higher+Ed&utm_campaign=9cfca997f9-DNU_2019_COPY_03&utm_medium=email&utm_term=0_1fcbc04421-9cfca997f9-198603421&mc_cid=9cfca997f9&mc_eid=672e95feaa
[2] https://twitter.com/phdandpups/status/1181367562824818688
[2] https://www.sonicux.com/social-media
[2] https://twitter.com/mandy_ridd/status/1181993118926811149
[2] https://www.cactusglobal.com/mental-health-survey
[2] https://twitter.com/neurorican1/status/1181636511940276224

Top URLs in Tweet in G5:
[42] https://www.natureindex.com/news-blog/ten-tips-tweeting-research-academic
[22] https://blogs.lse.ac.uk/impactofsocialsciences/?p=33391
[14] http://www.review.mai.ac.nz/mrindex/MR/article/view/9/9.html
[13] http://www.review.mai.ac.nz/mrindex/MR/article/view/339/463.html
[13] http://gradlife.gmu.edu/wp-content/uploads/Elements-of-Writing-Productivity.pdf
[13] http://www.review.mai.ac.nz/mrindex/MR/article/view/43/43.html
[9] https://impostersyndrome.com.au/?utm_content=buffer3c51e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] http://www.review.mai.ac.nz/mrindex/TK/article/view/53/53.html
[9] http://www.review.mai.ac.nz/mrindex/MR/article/view/65/63.html
[7] https://www.ice.mpg.de/ext/fileadmin/extranet/dept_itb/The_Baldwin_Formula_for_writing_a_scientific_paper_and_reviewing_papers.pdf

Top URLs in Tweet in G6:
[50] https://elifesciences.org/articles/48175
[20] https://socialsciences.nature.com/channels/2140-is-it-publish-or-perish/posts/54659-why-i-think-open-peer-review-benefits-phd-students
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-018-04023-5
[2] http://authors.lww.com/what-is-altmetrics-counting-and-how-does-it-help-authors.html
[2] https://twitter.com/tephinet/status/1181235951986716672
[2] https://stackoverflow.com/questions/58314482/x-axis-labels-in-matplot-not-showing?stw=2
[1] http://authors.lww.com/finding-the-right-journal-to-disseminate-your-research.html
[1] http://authors.lww.com/How_to_Write_an_Abstract.html
[1] http://authors.lww.com/How_to_Write_the_Results_Section.html
[1] http://authors.lww.com/HelpJournalEditors.html

Top URLs in Tweet in G7:
[6] https://andymiah.net/a-to-z-of-social-media
[4] https://okt.to/SC1Vys
[3] https://mailchi.mp/jlresearch/jlrfundme
[3] https://scinote.net/premium/?utm_content=102614631&utm_medium=social&utm_source=twitter&hss_channel=tw-3872933415
[3] http://bit.ly/SciNotePDF?utm_content=102173561&utm_medium=social&utm_source=twitter&hss_channel=tw-3872933415
[2] https://scinote.net/premium/?utm_content=102481778&utm_medium=social&utm_source=twitter&hss_channel=tw-3872933415
[2] http://bit.ly/SciNotePDF?utm_content=102481777&utm_medium=social&utm_source=twitter&hss_channel=tw-3872933415
[2] https://twitter.com/AdamFortais/status/1179788558451793920
[2] https://okt.to/FOAP95
[2] https://www.youtube.com/watch?v=1EjzZ0dz52g&feature=youtu.be


Top URLs in Tweet in G8:
[6] https://uploads-ssl.webflow.com/561110743bc7e45e78292140/5c7d4b5d314d163fecdc3706_Mental%20Health%20Report%202018.pdf
[2] https://twitter.com/ZJAyres/status/1102861872137674752
[2] https://www.sciencemag.org/careers/2019/10/how-i-made-peace-my-imperfections-grad-school
[1] https://twitter.com/sci_comm_/status/1181128699481133056
[1] https://partners.taleo.net/careersection/mee/jobdetail.ftl?job=3102337&tz=GMT-04:00&tzname=America/New_York
[1] https://www.freethephd.com/
[1] https://www.phd.com/
[1] https://www.youtube.com/watch?v=fR94V_ptlIs&feature=youtu.be

[1] https://bitly.com/2Mu4oZ7bit.ly/2Mu4oZ7
[1] https://www.eventbrite.com/e/free-the-phd-career-exploration-workshop-tickets-73453937705

Top URLs in Tweet in G9:
[7] https://twitter.com/OdedRechavi/status/1181062360997470208
[1] https://twitter.com/NaturelsLit/status/1181033045383475200
[1] https://www.learning-mind.com/how-to-quiet-your-monkey-mind
[1] https://twitter.com/ohhelloleah/status/1179404634689024000
[1] https://twitter.com/generativist/status/1182324918525915136
[1] https://www.youtube.com/watch?v=aEWvyBub9nY

[1] https://www.youtube.com/watch?v=wLxU60ldJWY&t=

[1] https://www.youtube.com/watch?v=cg1mHvavxhE&feature=youtu.be

[1] https://www.youtube.com/watch?v=aEWvyBub9nY&feature=youtu.be

[1] https://twitter.com/YouGoChi/status/1182302461610151936

Top URLs in Tweet in G10:
[1] https://twitter.com/ncohnl/status/1180016547441627146
[1] https://panorama-dtp.ac.uk/research/biodar-using-weather-radars-to-examine-biodiversity/
[1] https://www.gw4biomed.ac.uk/available-projects-2/
[1] https://synergy.st-andrews.ac.uk/gardner/2019/10/08/phd-opportunity-theory-of-social-evolution-2/
[1] https://london-nerc-dtp.org/2017/02/03/evolutionary-genomics-ants/

Top Domains
Top Domains in Tweet in Entire Graph:
[737] twitter.com
[531] ac.nz
[117] ac.uk
[106] gmu.edu
[69] nature.com
[68] youtube.com
[54] mpg.de
[54] cheekyscientist.com
[51] natureindex.com
[51] elifesciences.org

Top Domains in Tweet in G1:
[142] twitter.com
[27] ac.nz
[18] youtube.com
[10] lncn.ac
[9] springer.com
[7] nature.com
[7] freesuggestionbox.com
[6] insidehighered.com
[5] co.uk
[5] editage.com

Top Domains in Tweet in G2:
[416] ac.nz
[83] gmu.edu
[77] twitter.com
[44] viva-survivors.com
[42] mpg.de
[28] thesiswhisperer.com
[19] ung.si
[16] nature.com
[7] ac.th
[7] microsoft.com

Top Domains in Tweet in G3:
[8] twitter.com
[3] biorxiv.org
[3] ac.nz
[2] google.com
[1] instagram.com
[1] clioandthecontemporary.com
[1] gmu.edu

Top Domains in Tweet in G4:
[129] twitter.com
[10] iconohash.com
[8] insidehighered.com
[7] instagram.com
[7] tutorsindia.com
[6] ac.uk
[6] co.uk
[4] nature.com
[4] youtube.com
[3] medium.com

Top Domains in Tweet in G5:
[58] ac.nz
[42] natureindex.com
[31] ac.uk
[28] twitter.com
[17] com.au
[13] gmu.edu
[9] bl.uk
[7] mpg.de
[7] thesiswhisperer.com
[4] hookandeye.ca

Top Domains in Tweet in G6:
[50] elifesciences.org
[25] nature.com
[8] twitter.com
[6] lww.com
[3] ac.uk
[3] precisionconsultingblog.com
[2] stackoverflow.com
[2] google.com
[2] ac.nz
[1] jphmpdirect.com

Top Domains in Tweet in G7:
[25] twitter.com
[16] okt.to
[8] scinote.net
[7] youtube.com
[6] bit.ly
[6] andymiah.net
[3] nature.com
[3] mailchi.mp
[1] shinyapps.io
[1] biorxiv.org

Top Domains in Tweet in G8:
[9] twitter.com
[6] webflow.com
[2] youtube.com
[2] sciencemag.org
[2] wordpress.com
[1] taleo.net
[1] freethephd.com
[1] phd.com
[1] bitly.com
[1] eventbrite.com

Top Domains in Tweet in G9:
[12] twitter.com
[7] youtube.com
[1] learning-mind.com
[1] ac.nz

Top Domains in Tweet in G10:
[3] ac.uk
[1] twitter.com
[1] london-nerc-dtp.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6804] phdchat
[1988] phdlife
[1364] academicchatter
[1284] academictwitter
[1093] phd
[755] phdforum
[704] phdadvice
[504] ecrchat
[381] researchresources
[260] acwri



Top Hashtags in Tweet in G1:
[1422] phdchat
[481] academicchatter
[443] phdlife
[418] academictwitter
[206] phd
[69] academia
[65] phdadvice
[62] phdforum
[60] ecrchat
[51] scicomm

Top Hashtags in Tweet in G2:
[1023] phdchat
[457] phdadvice
[372] phdforum
[258] phdlife
[132] academictwitter
[131] academicchatter
[85] phd
[82] acwri
[67] worldmentalhealthday
[66] ecrchat

Top Hashtags in Tweet in G3:
[76] phdchat
[31] academictwitter
[20] phdlife
[20] academicchatter
[9] gradschool
[7] phd
[6] k99
[6] niaaa
[5] academia
[5] grantsubmission

Top Hashtags in Tweet in G4:
[908] phdchat
[263] phdlife
[155] academictwitter
[140] academicchatter
[82] phd
[31] gradschool
[31] ecrchat
[25] phdforum
[19] academia
[19] phdadvice

Top Hashtags in Tweet in G5:
[372] phdchat
[317] researchresources
[124] ecrchat
[94] phdforum
[82] fridayhumour
[61] phdlife
[58] phdadvice
[57] postdoc
[40] academicchatter
[32] procrastination

Top Hashtags in Tweet in G6:
[146] rstats
[129] phdchat
[39] phdlife
[33] epitwitter
[32] phd
[29] academictwitter
[16] academicchatter
[15] phdadvice
[14] ecrchat
[12] phdforum

Top Hashtags in Tweet in G7:
[222] phdchat
[98] scicomm
[72] academicchatter
[45] scholar
[44] photosynthesis
[44] young
[43] phdlife
[35] academictwitter
[27] phd
[27] science

Top Hashtags in Tweet in G8:
[109] phdlife
[87] phdchat
[32] worldmentalhealthday
[22] phd
[20] academictwitter
[15] altac
[12] freethephd
[10] academicchatter
[10] postdoc
[9] scicomm

Top Hashtags in Tweet in G9:
[94] phdchat
[84] gradschoolpapi
[58] phdlife
[39] science
[28] neurorican
[14] academicchatter
[14] academictwitter
[12] academia
[12] picassopapi
[5] sighence

Top Hashtags in Tweet in G10:
[127] scotland
[60] phd
[19] radar
[19] entomology
[10] phdchat
[4] academictwitter
[4] biomedical
[4] science
[4] fullyfundedphd
[3] researchresources

Top Words
Top Words in Tweet in Entire Graph:
[17666] Words in Sentiment List#1: Positive
[9953] Words in Sentiment List#2: Negative
[39] Words in Sentiment List#3: Angry/Violent
[437011] Non-categorized Words
[464632] Total Words
[16134] #phdchat
[5663] #phdlife
[3926] #academicchatter
[3809] #academictwitter
[3688] phd

Top Words in Tweet in G1:
[3896] #phdchat
[2357] academicchatter
[1339] #phdlife
[1082] phd
[1012] #academictwitter
[986] #academicchatter
[849] read
[666] never
[572] letter
[513] papers

Top Words in Tweet in G2:
[1901] #phdchat
[1033] #phdlife
[959] #ecrchat
[868] #acwri
[843] #phdforum
[841] #phdadvice
[416] good
[410] #academicchatter
[357] write
[327] step

Top Words in Tweet in G3:
[1982] advisor
[1099] #phdchat
[1034] #academicchatter
[1031] #academictwitter
[1016] #phdlife
[993] bad
[991] rejection
[991] coulda
[991] bitch
[24] cool

Top Words in Tweet in G4:
[910] #phdchat
[263] #phdlife
[156] #academictwitter
[140] #academicchatter
[130] phd
[82] #phd
[82] today
[76] writing
[74] research
[70] time

Top Words in Tweet in G5:
[1095] #phdchat
[762] #ecrchat
[505] #postdoc
[352] #phdforum
[350] guide
[325] #gradschool
[317] #researchresources
[309] phd
[307] free
[283] nuigalway

Top Words in Tweet in G6:
[456] #phdchat
[277] long
[264] tidyr
[264] wide
[237] data
[225] #rstats
[176] incredibly
[107] code
[105] try
[98] using

Top Words in Tweet in G7:
[463] #phdchat
[252] #scicomm
[132] _atanas_
[116] #academicchatter
[116] grawoig
[104] #science
[89] phd
[83] novogenels
[81] biolution_net
[78] #phdlife

Top Words in Tweet in G8:
[262] #phdchat
[173] #phdlife
[154] phd
[79] #academicchatter
[76] here
[76] change
[69] love
[69] #phdpositivity
[66] twitter
[65] we've

Top Words in Tweet in G9:
[283] #phdchat
[126] #phdlife
[123] phd
[99] #gradschoolpapi
[80] #academicchatter
[77] #science
[65] out
[61] research
[58] t
[56] #academictwitter

Top Words in Tweet in G10:
[217] #phdchat
[173] deadline
[131] 2020
[131] phd
[131] genes
[128] research
[128] 2019
[127] funding
[127] theory
[127] social

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2073] #academictwitter,#phdchat
[1993] #phdchat,#phdlife
[1604] academicchatter,#phdchat
[1327] #academicchatter,#academictwitter
[1323] #phdlife,#academicchatter
[1098] #phdchat,#phdadvice
[1080] advisor,rejection
[1080] advisor,#phdlife
[1079] rejection,coulda
[1079] coulda,bad

Top Word Pairs in Tweet in G1:
[1394] academicchatter,#phdchat
[837] #phdchat,#phdlife
[483] #academictwitter,#phdchat
[444] #phdchat,academicchatter
[411] deadline,academicchatter
[405] doing,phd
[370] experience,doing
[367] phd,mostly
[367] mostly,downloading
[367] downloading,papers

Top Word Pairs in Tweet in G2:
[807] #phdchat,#phdadvice
[786] #ecrchat,#acwri
[740] #phdadvice,#phdforum
[674] #phdlife,#ecrchat
[667] #phdforum,#phdlife
[211] point,checklist
[211] checklist,#phdchat
[198] #phdchat,#phdlife
[191] #phdchat,#academicchatter
[168] journal,article

Top Word Pairs in Tweet in G3:
[1006] #academictwitter,#phdchat
[999] #academicchatter,#academictwitter
[994] #phdlife,#academicchatter
[991] advisor,rejection
[991] rejection,coulda
[991] coulda,bad
[991] bad,bitch
[991] bitch,advisor
[991] advisor,#phdlife
[18] cool,thing

Top Word Pairs in Tweet in G4:
[118] #phdchat,#phdlife
[103] #phdlife,#phdchat
[63] #phdchat,#academictwitter
[48] #phdchat,#academicchatter
[38] #academictwitter,#phdchat
[37] #academicchatter,#phdchat
[27] #academictwitter,#academicchatter
[19] don,t
[17] #phd,#phdchat
[17] #academicchatter,#academictwitter

Top Word Pairs in Tweet in G5:
[621] #phdchat,#ecrchat
[502] #ecrchat,#postdoc
[296] #postdoc,#gradschool
[283] guide,free
[283] free,nuigalway
[238] #researchresources,useful
[238] useful,guide
[238] nuigalway,phd
[238] phd,viva
[238] viva,list

Top Word Pairs in Tweet in G6:
[176] long,wide
[88] #rstats,recent
[88] recent,tidyr
[88] tidyr,update
[88] update,makes
[88] makes,changing
[88] changing,data
[88] data,format
[88] format,long
[88] wide,wide

Top Word Pairs in Tweet in G7:
[97] #phdchat,#scicomm
[69] #scicomm,#betteracademia
[66] #betteracademia,#betterscience
[66] novogenels,biolution_net
[63] #phdchat,#academicchatter
[52] grawoig,_atanas_
[44] young,generation
[44] generation,learn
[44] learn,photosynthesis
[44] photosynthesis,#photosynthesis

Top Word Pairs in Tweet in G8:
[69] #phdchat,#academicchatter
[68] #phdpositivity,#phdchat
[65] we've,noticed
[65] noticed,lot
[65] lot,negativity
[65] negativity,surrounding
[65] surrounding,#phdlife
[65] #phdlife,here
[65] here,twitter
[65] twitter,lets

Top Word Pairs in Tweet in G9:
[77] #phdlife,#phdchat
[54] #phdchat,#science
[51] #phdchat,#academicchatter
[45] many,phd
[45] phd,students
[45] students,take
[45] take,change
[45] change,lightbulb
[45] lightbulb,due
[45] due,heterogeneity

Top Word Pairs in Tweet in G10:
[127] phd,funding
[127] funding,theory
[127] theory,social
[127] social,evolution
[127] evolution,adaptation
[127] adaptation,genes
[127] genes,individuals
[127] individuals,groups
[127] groups,st
[127] st,andrews

Top Replied-To
Top Replied-To in Entire Graph:
@academicchatter
@sci_comm_
@cueducation
@langurlover
@adriftlab
@coramvoice
@iscientistconf
@aineclareob
@britishlymph
@superchiasmatic

Top Replied-To in G1:
@academicchatter
@claregordon1
@superchiasmatic
@thoughtsofaphd
@beyondprof
@drmarenw
@aralbright93
@langurlover
@garvachy11
@ddacrema1

Top Replied-To in G2:
@academicchatter
@robertnulrich
@thomsonpat
@phdforum
@exeterdoctoral
@jillberry102
@lauren_langbein
@thelabandfield
@nancywyuen
@_saffybi_

Top Replied-To in G3:
@googledocs

Top Replied-To in G5:
@aineclareob
@antonyjfunnell
@lizziegadd
@ivankamw
@academicchatter
@mclean1chris

Top Replied-To in G6:
@codaprotocol
@academicchatter
@cardiobot
@patilindrajeets
@chimereezekwe
@uoft

Top Replied-To in G7:
@_atanas_
@celineheu
@mike_kendig
@voineagulab
@mahdi__zeraati
@akira_gokool
@rothamsted
@duche_gen

Top Replied-To in G8:
@sci_comm_
@langurlover
@broad_science
@phdandpups
@senatordurbin

Top Replied-To in G9:
@massimosandal
@neurorican1
@skylarkholly

Top Mentioned
Top Mentioned in Entire Graph:
@academicchatter
@_atanas_
@univofstandrews
@grawoig
@phd_balance
@nature
@nobelprize
@novogenels
@biolution_net
@klatubaradaniko

Top Mentioned in G1:
@academicchatter
@nature
@nobelprize
@academicssay
@phdcomics
@publicbooks
@thoughtsofaphd
@lareviewofbooks
@acagrumbles
@firstphdchat

Top Mentioned in G2:
@academicchatter
@phd_balance
@unifreiburg
@phdforum
@naturehumbehav
@spiralmensh
@kordinglab
@elmyra
@writethatphd
@thomsonpat

Top Mentioned in G3:
@academicchatter
@musebulletin
@scotmarineinst
@punk_scientist
@firstgendocs
@gibco
@googledocs
@nsf_bio
@rggsatamnh
@amnh

Top Mentioned in G5:
@repost_poster
@academicchatter
@write4research
@lseimpactblog
@thinkchecksub
@phdcomics
@ucdgradpostdoc
@tseenster
@wenurses
@qut

Top Mentioned in G6:
@academicchatter
@naturehumbehav
@parent_phd
@dtpnine
@sciensano
@ugent
@ugent_fge
@ons
@phdmindfulness
@esrc

Top Mentioned in G7:
@_atanas_
@grawoig
@novogenels
@biolution_net
@klatubaradaniko
@jongoofel
@americanelement
@fnmedia_usa
@santacruzbio
@xtalks

Top Mentioned in G8:
@academicchatter
@herstemstory
@tcdtangent
@ucberkeley
@lgbtstem
@annieemason
@paleophile
@kermytanderson
@leerberger
@taboas_charity

Top Mentioned in G9:
@academicchatter
@naturephysics
@youtube
@purduepolsci
@uwehealthpsy
@ohhelloleah
@jasminaburek
@jokermovie
@nvivosup
@lotto688lotto

Top Mentioned in G10:
@univofstandrews
@wur
@regatwur
@niooknaw
@erasmusmc
@nwonieuws
@ncohnl
@biodarproject
@e_j_duncan
@universityleeds

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@edinburghwatch
@claudosky
@kat4obama
@gamergeeknews
@chidambara09
@threadreaderapp
@fleming77
@billnigh
@dart_adams

Top Tweeters in G1:
@sincerelyessie
@euethnic
@inpoco
@omnipotentmeesh
@hackneywick
@__stellaaaar
@bloggerstribe
@pepeclavijoa
@vievararosel
@_paulm

Top Tweeters in G2:
@fleming77
@dailypostngr
@websterelizabet
@bar_zie
@janniaragon
@shecyclesnbi
@marc1705
@capitantoc
@realscientists
@amaddy2

Top Tweeters in G3:
@iiinrt
@evan_welch
@mooseymcman
@tlobri
@ti_enjoli
@docfreeride
@jazzorion
@dream_scheme
@irackbrains
@iamtony3

Top Tweeters in G4:
@ifeadekeye
@teachertoolkit
@iconohash
@abdullah_nadia
@rolandjamez
@bethanybowra
@hotgirldenny
@that_cartergirl
@mswz
@amandaramsay

Top Tweeters in G5:
@nembotavy_0101
@cybersec_feeds
@wenurses
@bondi_izzy
@slbaldry
@fidaisyg
@hpstorian
@hatzbymm
@leilaazevedo
@schneiderleonid

Top Tweeters in G6:
@femtech_
@protohedgehog
@rstatstweet
@jacintodavila
@tokiwana
@mededbot
@oupacademic
@orthopodreg
@openscience
@plymuni

Top Tweeters in G7:
@gamergeeknews
@phoenixgyaan
@heatherswifty
@donnalburnell
@klatubaradaniko
@cl2empower
@_open_science_
@twithaca
@dcarsoncpa_mfc
@jongoofel

Top Tweeters in G8:
@buzzfeed
@paleophile
@surt_lab
@thelovelymaeve
@genemurphy
@sunildvr
@sciencecareers
@whoresofyore
@royalsociety
@davidpollardirl

Top Tweeters in G9:
@sindivanzyl
@themuslimhippie
@hiway
@antrimlens
@debgroarke
@julianakilrose
@sandra_phoma
@ezr4l
@xgohomeroger
@elenaeg4a

Top Tweeters in G10:
@lizditz
@r_maureso
@leafwarbler
@amcell
@gquerci
@kolie_yola
@otama_jacksy
@matthewcobb
@tweetinchar
@tomdrabowicz


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