#AcademicChatter, Twitter, 1/12/2021 12:14:07 AM, 245430


FAQ | Problem?

#AcademicChatter_2021-01-11_14-31-18.xlsx
#AcademicChatter_2021-01-11_14-31-18.xlsx
From:
marc_smith
Uploaded on:
January 12, 2021
Short Description:
#AcademicChatter via NodeXL https://bit.ly/3oCEguj
@academicchatter
@openacademics
@phdvoice
@monicanadams
@zjayres
@kijomba1
@katemarburg
@b0tsci
@do_kinder
@femtech_

Top hashtags:
#academicchatter
#academictwitter
#phdchat
#phdlife
#phd
#phdvoice
#womeninstem

Description:
Description
The graph represents a network of 9,443 Twitter users whose recent tweets contained "#AcademicChatter", 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, 11 January 2021 at 22:51 UTC.

The tweets in the network were tweeted over the 7-day, 10-hour, 23-minute period from Monday, 04 January 2021 at 12:06 UTC to Monday, 11 January 2021 at 22:30 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 : 9443
Unique Edges : 15808
Edges With Duplicates : 4352
Total Edges : 20160
Number of Edge Types : 5
Tweet : 2839
Replies to : 205
Retweet : 8561
MentionsInRetweet : 6052
Mentions : 2503
Self-Loops : 2932
Reciprocated Vertex Pair Ratio : 0.0279035200324302
Reciprocated Edge Ratio : 0.054292099382148
Connected Components : 1352
Single-Vertex Connected Components : 880
Maximum Vertices in a Connected Component : 6847
Maximum Edges in a Connected Component : 16964
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.055455
Graph Density : 0.00017063551444342
Modularity : 0.62826
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 9,443 Twitter users whose recent tweets contained "#AcademicChatter", 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, 11 January 2021 at 22:51 UTC.

The tweets in the network were tweeted over the 7-day, 10-hour, 23-minute period from Monday, 04 January 2021 at 12:06 UTC to Monday, 11 January 2021 at 22:30 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 : #AcademicChatter
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:
[86] https://www.ucl.ac.uk/americas/events/2021/mar/book-launch-los-feminismos-en-america-latina
[47] https://forms.office.com/Pages/ResponsePage.aspx?id=x0GjyW9LVk642fIyXCgv2gvB9V0jRd5AsaYkOpyZVh5UQU9RRlJHVVZaTUlGOEhFMThNOEU5TzVCMi4u
[36] https://eventcentral.me
[32] https://docs.google.com/document/d/11SLRNrAKLJnyjnwAUvgDuJ-0Msij3E117kldnxOg1MY/edit?usp=sharing
[30] https://grad.ucla.edu/funding/#/
[27] https://theglobalacademy.ac/
[23] https://psu.wd1.myworkdayjobs.com/en-US/PSU_Academic/job/University-Park-Campus/Postdoctoral-Scholar_REQ_0000009403-1
[22] https://www.researchgate.net/publication/348296742_The_situation_in_Tigray_by_the_end_of_2020
[22] https://www.egu21.eu/
[20] https://www.tagesspiegel.de/wissen/kolumne-wiarda-wills-wissen-frauen-weiterhin-im-nachteil/26784846.html?fbclid=IwAR18ajBGZigx9RXnCgWbgZSsKtv3zwj_WFlPRi8SzjFPIVnK1s2TFW8mfx0

Top URLs in Tweet in G1:
[9] https://bioinformatics.uconn.edu/cbc-workshops/
[8] https://twitter.com/JohnHolbein1/status/1348646618501885952
[7] https://medium.com/the-faculty/thoughts-on-finishing-a-phd-in-2020-the-truth-can-wait-7f4c546966a6?sk=cd9bfcf19631f00801d43ceea76f6f71
[5] https://www.bmj.com/content/371/bmj.m4702
[5] https://www.jobs.ac.uk/job/CDB377/senior-research-associate-in-bioinformatics
[5] https://www.linkedin.com/slink?code=gwtdcHN
[5] https://twitter.com/ScFrDy/status/1347865563683500033
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Fimmersive%2Fd41586-020-03435-6%2Findex.html
[4] https://twitter.com/nature/status/1342606112722477056
[3] https://www.instagram.com/drminmintan

Top URLs in Tweet in G2:
[11] https://www.cactusglobal.com/mental-health-survey/?utm_source=Twitter&utm_medium=banner&utm_campaign=MHS2021
[10] http://asip2021.asip.org/abstracts/asip-topic-categories/
[8] https://www.boldedscience.com/blog/where-is-the-cure-for-cancer
[7] https://twitter.com/1followernodad/status/1346172575571853317
[7] https://twitter.com/What2doWithTHAT/status/1346094605322883072
[7] https://event.webinarjam.com/register/31/m0vmyt7p
[6] https://medium.com/cactus-life-sciences/the-battle-for-evidence-based-truth-in-a-war-of-misinformation-5dd57398896c
[6] https://www.tandfonline.com/doi/full/10.1080/10643389.2020.1862562?cookieSet=1
[6] https://www.youtube.com/watch?v=yjnZwmKz_mE&feature=youtu.be

[6] https://sci-hub.scihubtw.tw/

Top URLs in Tweet in G3:
[35] https://eventcentral.me
[14] http://pfforphds.com/what-your-university-isnt-telling-you-about-your-income-tax/
[12] https://www.intersectionssciencefellows.com/fellows
[10] https://docs.google.com/spreadsheets/d/17zTRaeX9DZ-h62JHZCjV1VoTMqCeHF85zRdsmDZIgj4/edit?usp=sharing
[9] https://phdmentalhealth.home.blog/2021/01/04/doing-a-phd-in-your-30s/
[8] https://twitter.com/PsychinOut/status/1347258969077805057
[7] http://photonicsonlinemeetup.org/
[6] https://twitter.com/nlbclark/status/1347591993548017669
[6] https://twitter.com/jesspendley/status/1347557180497657858
[6] https://www.sciencealert.com/humans-used-to-sleep-in-two-shifts-and-maybe-we-should-start-it-again?utm_campaign=HQ_EXLResearch_Fun&utm_content=150530457&utm_medium=social&utm_source=twitter&hss_channel=tw-1078298744456732672

Top URLs in Tweet in G4:
[3] https://twitter.com/monicanadams/status/1346918710825668611
[2] https://docs.google.com/forms/d/e/1FAIpQLSccx2YEr78xb0HybZ6LSsoL4Y4qTv-eI9GhoyMSmj8GWoyZdA/viewform?fbclid=IwAR1z3tyB34NoDSQCMv_P8Xf5Tx3PtjJSjqQV9kCrPGQOEFVLig3bycCvDHE
[2] https://twitter.com/GradSkoolStrugs/status/1346150930283180037
[2] https://twitter.com/jaimiegradus/status/1346457331672997888
[2] https://baseline.campuslabs.com/projectredirect/?404;https://STUDENTVOICE:80/pu/newsmediaphotos
[2] http://www.nexerchile.cl/Join-us/
[2] https://genomicfrontiers.com/
[2] https://medium.com/campuswire/previous-the-endangered-adjunct-part-2-9b6207286e30
[2] https://twitter.com/Anda19/status/1347142822760210432
[2] https://www.journalajgr.com/index.php/AJGR/article/view/30122

Top URLs in Tweet in G5:
[7] https://www.zjayres.com/posters
[4] https://twitter.com/VWR_PGR/status/1347268353572954120
[4] https://voicesofacademia.com/2021/01/08/the-perpetual-problem-child-by-amy-andes/
[3] https://virtualwritingretreat.co.uk/
[2] https://twitter.com/timbocop/status/1348651874224889858
[2] https://www.cactusglobal.com/mental-health-survey/?utm_source=Twitter&utm_medium=banner&utm_campaign=MHS2021
[2] https://twitter.com/ecr_life/status/1347212638347014146
[2] https://twitter.com/Transfer_RDS/status/1336734371898855427
[1] https://twitter.com/helanadarwin/status/1346301183196069889
[1] https://twitter.com/drchriscombs/status/1348445782282788865

Top URLs in Tweet in G6:
[12] https://twitter.com/nomorewanels/status/1346744094152929280
[4] https://twitter.com/sayanb08/status/1347058893688508419
[1] https://twitter.com/SamdGreat01/status/1347911818124152832

Top URLs in Tweet in G7:
[6] https://mailchi.mp/8286c4e1fe54/happyacademicnewsletter-dec-7868340?e=d4291e5101
[4] https://onlinelibrary.wiley.com/doi/full/10.1111/medu.13627?cookieSet=1
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-020-19831-5
[2] https://twitter.com/raulpacheco/status/1348607200894332929
[2] https://kanjiportraits.wordpress.com/about-the-key-to-kanji-a-visual-history-of-1100-characters/
[1] https://journals.sagepub.com/doi/full/10.1177/1609406920973858?cookieSet=1
[1] http://pfforphds.com/what-your-university-isnt-telling-you-about-your-income-tax/

Top URLs in Tweet in G8:
[11] https://www.jobs.ac.uk/job/CCZ441/the-disinformation-game-a-gamified-approach-to-identifying-disinformation-buckleyo_u21sciep
[2] https://ro.uow.edu.au/jutlp/vol17/iss5/19/
[1] https://twitter.com/dadadocot/status/1346180767433388032
[1] https://www.instagram.com/p/CJysO7tjZuU/?igshid=i9bmwv3yklic
[1] https://twitter.com/SameerudDowla/status/1343132343742054400
[1] https://twitter.com/seachirps/status/1347290452777521152

Top URLs in Tweet in G9:
[4] https://twitter.com/intbunch/status/1346807361932062720
[2] https://www.moneyonthemind.org/post/the-phd-blues
[1] https://www.sciencemag.org/news/2021/01/new-mandate-highlights-costs-benefits-making-all-scientific-articles-free-read
[1] https://sheinstem.com/2021/01/07/how-to-survive-a-conference-talk/
[1] http://postgradproofreader.co.uk/blog/2020/10/09/three-challenges-dyslexic-post-grad-students-may-face-and-how-pgpr-can-help/
[1] http://postgradproofreader.co.uk/blog/2019/08/12/five-easy-fixes-to-make-your-academic-writing-stand-out/
[1] https://twitter.com/odedrechavi/status/1347544119833452545
[1] https://twitter.com/thekaufmann/status/1347230965974888449
[1] https://twitter.com/intbunch/status/1347117729975836672
[1] http://www.sciencedirect.com/science/authShare/S2214785320391902/20210104T145700Z/1?md5=7a25c077867ba4b781f7f9bdb3e28846&dgcid=coauthor

Top URLs in Tweet in G10:
[2] https://blogs.lse.ac.uk/impactofsocialsciences/2016/05/09/how-to-read-and-understand-a-scientific-paper-a-guide-for-non-scientists/
[1] https://cen.acs.org/careers/employment/Dont-giveways-improve-mental-health/99/i2
[1] https://twitter.com/frontneurosci/status/1348308504323346432

Top Domains
Top Domains in Tweet in Entire Graph:
[1087] twitter.com
[177] youtube.com
[165] ac.uk
[96] google.com
[64] linkedin.com
[60] theglobalacademy.ac
[52] eventcentral.me
[47] office.com
[41] tandfonline.com
[39] revistacomunicar.com

Top Domains in Tweet in G1:
[56] twitter.com
[9] uconn.edu
[7] medium.com
[7] ac.uk
[6] github.com
[6] nature.com
[5] bmj.com
[5] linkedin.com
[4] youtube.com
[3] instagram.com

Top Domains in Tweet in G2:
[157] twitter.com
[60] youtube.com
[17] linkedin.com
[16] medium.com
[15] phdvoice.org
[13] doi.org
[13] asip.org
[11] cactusglobal.com
[9] ac.uk
[9] constantcontact.com

Top Domains in Tweet in G3:
[209] twitter.com
[50] eventcentral.me
[19] pfforphds.com
[17] google.com
[13] sciencealert.com
[12] intersectionssciencefellows.com
[11] youtube.com
[11] linkedin.com
[10] ac.uk
[10] photonicsonlinemeetup.org

Top Domains in Tweet in G4:
[139] twitter.com
[14] youtube.com
[8] linkedin.com
[6] google.com
[3] chronicle.com
[3] ac.uk
[3] wordpress.com
[3] medium.com
[3] fiverr.com
[2] tiktok.com

Top Domains in Tweet in G5:
[16] twitter.com
[7] zjayres.com
[4] voicesofacademia.com
[3] co.uk
[2] cactusglobal.com
[1] nih.gov

Top Domains in Tweet in G6:
[17] twitter.com

Top Domains in Tweet in G7:
[6] mailchi.mp
[4] wiley.com
[3] nature.com
[2] twitter.com
[2] wordpress.com
[1] sagepub.com
[1] pfforphds.com

Top Domains in Tweet in G8:
[11] ac.uk
[3] twitter.com
[2] edu.au
[1] instagram.com

Top Domains in Tweet in G9:
[7] twitter.com
[2] co.uk
[2] moneyonthemind.org
[1] sciencemag.org
[1] sheinstem.com
[1] sciencedirect.com

Top Domains in Tweet in G10:
[2] ac.uk
[1] acs.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12491] academicchatter
[5520] academictwitter
[3530] phdchat
[2209] phdlife
[1011] phd
[778] phdvoice
[462] womeninstem
[412] academicmentalhealth
[386] research
[368] phdfriend



Top Hashtags in Tweet in G1:
[1532] academicchatter
[834] academictwitter
[759] phdchat
[359] phdlife
[286] phdvoice
[269] phdfriend
[225] phd
[197] academiclife
[194] womeninstem
[185] articles

Top Hashtags in Tweet in G2:
[2266] academicchatter
[1244] academictwitter
[1018] phdchat
[595] phdlife
[302] phdvoice
[253] phd
[233] scicomm
[163] womeninstem
[115] research
[110] phdforum

Top Hashtags in Tweet in G3:
[1671] academicchatter
[812] academictwitter
[356] phdchat
[212] phdlife
[98] phd
[65] postdoc
[42] academicmentalhealth
[42] research
[38] gradschool
[37] womeninstem

Top Hashtags in Tweet in G4:
[996] academicchatter
[358] academictwitter
[133] phdchat
[106] phdlife
[41] phd
[23] academia
[19] gradschool
[18] sciencetwitter
[18] academicmentalhealth
[15] research

Top Hashtags in Tweet in G5:
[444] academicchatter
[156] phdchat
[155] academicmentalhealth
[120] academictwitter
[53] phdlife
[52] gradschool
[21] sciencetwitter
[19] phd
[7] adhders
[5] mentalhealth

Top Hashtags in Tweet in G6:
[345] academicchatter
[323] phdlife
[12] phdchat
[8] phdvoice
[1] academictwitter
[1] academicwriting

Top Hashtags in Tweet in G7:
[282] academicchatter
[125] phdlife
[124] academictwitter
[118] phdchat
[86] anxiety
[13] postdoc
[9] undergrad
[8] phd
[6] phdvoice
[5] openacademics

Top Hashtags in Tweet in G8:
[195] academicchatter
[164] academictwitter
[154] mentalhealth
[12] phd
[11] mondaythoughts
[11] fridayfeeling
[11] gamification
[11] cybersecurity
[6] phdchat
[3] phdlife

Top Hashtags in Tweet in G9:
[190] academicchatter
[135] academictwitter
[114] phdchat
[21] phdlife
[12] phd
[5] library
[5] libraries
[4] research
[4] academicpublishing
[4] scholcomms

Top Hashtags in Tweet in G10:
[134] academicchatter
[9] lockdown3
[5] academictwitter
[2] academicmentalhealth
[2] phdchat
[1] wfh
[1] phd
[1] phdlife
[1] academiclife
[1] articles

Top Words
Top Words in Tweet in Entire Graph:
[12626] #academicchatter
[5589] #academictwitter
[3590] #phdchat
[2224] #phdlife
[1799] phd
[1519] openacademics
[1115] one
[1071] students
[1026] #phd
[941] research

Top Words in Tweet in G1:
[1537] #academicchatter
[1006] openacademics
[837] #academictwitter
[762] #phdchat
[389] phd
[362] #phdlife
[288] #phdvoice
[269] #phdfriend
[230] feel
[227] really

Top Words in Tweet in G2:
[2301] #academicchatter
[1260] #academictwitter
[1050] #phdchat
[598] #phdlife
[524] phd
[391] openacademics
[327] #phdvoice
[303] academicchatter
[301] phdvoice
[259] #phd

Top Words in Tweet in G3:
[1698] #academicchatter
[824] #academictwitter
[364] #phdchat
[283] academicchatter
[221] #phdlife
[156] first
[142] work
[136] phd
[136] research
[135] students

Top Words in Tweet in G4:
[997] #academicchatter
[358] #academictwitter
[133] #phdchat
[106] #phdlife
[83] work
[76] more
[75] research
[69] time
[68] first
[64] one

Top Words in Tweet in G5:
[444] #academicchatter
[156] #phdchat
[155] #academicmentalhealth
[123] awards
[120] #academictwitter
[103] year
[81] researcher
[78] experience
[69] people
[69] mental

Top Words in Tweet in G6:
[345] #academicchatter
[323] #phdlife
[309] trying
[308] finish
[308] manuscript
[308] attempted
[308] coup
[308] dc
[12] #phdchat
[12] those

Top Words in Tweet in G7:
[282] #academicchatter
[125] #phdlife
[124] #academictwitter
[118] #phdchat
[117] day
[111] students
[110] phd
[105] student
[104] gonna
[103] one

Top Words in Tweet in G8:
[195] #academicchatter
[164] #academictwitter
[156] mental
[155] feedback
[154] today
[154] made
[154] something
[154] pretty
[154] doctorate
[154] one

Top Words in Tweet in G9:
[190] #academicchatter
[135] #academictwitter
[114] #phdchat
[104] academicssay
[103] phd
[99] before
[96] phdvoice
[95] albus
[95] dumbledore
[95] academiaobscura

Top Words in Tweet in G10:
[135] #academicchatter
[100] tenured
[100] faculty
[100] help
[100] set
[100] tone
[100] retweet
[100] review
[100] tenure
[100] application

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2773] #academictwitter,#academicchatter
[1784] #academicchatter,#academictwitter
[1057] #academicchatter,#phdchat
[817] #phdchat,#academicchatter
[601] #phdlife,#academicchatter
[583] #academicchatter,#phdlife
[491] #academictwitter,#phdchat
[471] #phdlife,#phdchat
[414] #phdchat,#academictwitter
[393] #phdchat,#phdlife

Top Word Pairs in Tweet in G1:
[264] #phdchat,#academicchatter
[259] #academicchatter,#academictwitter
[257] #academicchatter,#phdchat
[226] openacademics,#academicchatter
[216] #academictwitter,#academicchatter
[196] #phdlife,#phdchat
[192] #academicchatter,#academiclife
[189] #phd,#phdlife
[188] #academicchatter,#womeninstem
[187] interested,phd

Top Word Pairs in Tweet in G2:
[597] #academictwitter,#academicchatter
[460] #academicchatter,#academictwitter
[255] #academicchatter,#phdchat
[220] #phdchat,#academicchatter
[142] #phdchat,#phdlife
[134] #academictwitter,#phdchat
[126] #phdlife,#phdchat
[116] #academicchatter,#phdlife
[97] phd,students
[91] openacademics,phdvoice

Top Word Pairs in Tweet in G3:
[440] #academictwitter,#academicchatter
[308] #academicchatter,#academictwitter
[117] #academicchatter,#phdlife
[105] #academicchatter,#phdchat
[83] #phdlife,#phdchat
[70] #phdchat,#academicchatter
[65] #academicchatter,academicchatter
[58] academicchatter,#academicchatter
[39] #academictwitter,#phdchat
[35] re,interested

Top Word Pairs in Tweet in G4:
[196] #academictwitter,#academicchatter
[136] #academicchatter,#academictwitter
[51] #academicchatter,#phdchat
[45] #phdlife,#academicchatter
[37] #phdchat,#academicchatter
[26] #phdchat,#phdlife
[20] #academicchatter,#phdlife
[14] back,work
[12] #academictwitter,#phdchat
[10] #academicchatter,#sciencetwitter

Top Word Pairs in Tweet in G5:
[109] #academicchatter,#phdchat
[86] #academicchatter,#academicmentalhealth
[64] #academictwitter,#academicchatter
[63] early,career
[61] year,finally
[61] finally,rid
[61] rid,young
[61] young,researcher
[61] researcher,awards
[61] awards,committees

Top Word Pairs in Tweet in G6:
[309] #phdlife,#academicchatter
[308] trying,finish
[308] finish,manuscript
[308] manuscript,attempted
[308] attempted,coup
[308] coup,dc
[308] dc,#phdlife
[12] those,wondering
[12] wondering,need
[12] need,decolonize

Top Word Pairs in Tweet in G7:
[105] #academicchatter,#phdlife
[102] phd,student
[101] one,day
[101] day,students
[101] students,going
[101] going,complain
[101] complain,distracting
[101] distracting,world
[101] world,gonna
[101] gonna,tell

Top Word Pairs in Tweet in G8:
[160] #academictwitter,#academicchatter
[154] today,made
[154] made,something
[154] something,pretty
[154] pretty,doctorate
[154] doctorate,one
[154] one,overview
[154] overview,barriers
[154] barriers,enablers
[154] enablers,mental

Top Word Pairs in Tweet in G9:
[95] albus,dumbledore
[95] dumbledore,before
[95] before,phd
[95] phd,#academicchatter
[95] #academicchatter,phdvoice
[95] phdvoice,#phdchat
[95] #phdchat,academiaobscura
[95] academiaobscura,#academictwitter
[95] #academictwitter,academicssay
[18] #academictwitter,#academicchatter

Top Word Pairs in Tweet in G10:
[100] tenured,faculty
[100] faculty,help
[100] help,set
[100] set,tone
[100] tone,retweet
[100] retweet,review
[100] review,tenure
[100] tenure,application
[100] application,file
[100] file,different

Top Replied-To
Top Replied-To in Entire Graph:
@academicchatter
@emilygwynnyay
@openacademics
@msudenver
@stanford
@do_kinder
@diplomaticife
@sfaulknerpando
@dgurdasani1
@sue_ann_krause

Top Replied-To in G1:
@mak_sysepi
@shunley42
@ferchucky
@enricaferrara
@lawrenceevalyn
@openacademics
@academicchatter
@natdyerwild

Top Replied-To in G2:
@do_kinder
@openacademics
@rsrchrabbit
@research_tales
@dgurdasani1
@sue_ann_krause
@susengineerphd
@thephdstory
@stanford
@tressacademic

Top Replied-To in G3:
@academicchatter
@emilygwynnyay
@sciencenews
@mitchelljames
@gradskoolstrugs
@ayshakhoury
@figuringoutmd
@phdvoice
@nerdymaths
@mindfulacademix

Top Replied-To in G5:
@gradskoolstrugs
@zjayres
@mads100tist

Top Replied-To in G6:
@monicanadams

Top Replied-To in G7:
@licor_env

Top Replied-To in G8:
@wastefreephd

Top Mentioned
Top Mentioned in Entire Graph:
@openacademics
@academicchatter
@phdvoice
@phdforum
@academicssay
@academiaobscura
@thephdstory
@barrancosdora
@gabcano
@unpaidpostdoc

Top Mentioned in G1:
@openacademics
@momademia
@phdvoice
@academicchatter
@academicssay
@uconneeb
@uconnmcb
@uconngomcb
@uconnclas
@uconnmars

Top Mentioned in G2:
@openacademics
@phdvoice
@academicchatter
@phdforum
@thephdstory
@unpaidpostdoc
@phdfriendsana
@memingphd
@haphdsupervisor
@hapyresearchers

Top Mentioned in G3:
@academicchatter
@openacademics
@psychchatter
@sciencealert
@interscifellows
@photonicsmeetup
@phdvoice
@dr_hannah_sarge
@gather_town
@apa

Top Mentioned in G4:
@fixedmatchman
@brainywriters2
@heandb
@yawtheblogger
@xcellentscholar

Top Mentioned in G5:
@amyandes
@openacademics
@vwr_pgr
@academicchatter
@phdvoice
@warwickchem
@roysocchem
@phd_meme
@aiog_ct
@academiaobscura

Top Mentioned in G6:
@nima_hn
@academicchatter

Top Mentioned in G7:
@openacademics
@phdvoice
@academiaobscura
@academicssay

Top Mentioned in G8:
@gregorydonoghu1
@samsharif6
@john_hattie
@drj_ucsb
@openacademics
@academicchatter
@academicvoices
@phdvoice

Top Mentioned in G9:
@academicssay
@phdvoice
@academiaobscura
@openacademics
@academicchatter
@thephdstory
@firstphdchat
@researchinfo

Top Mentioned in G10:
@openacademics
@jenheemstra
@cenmag
@academicchatter

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@s9tmt
@chidambara09
@cybersec_feeds
@rjber15
@femtech_
@southwestair
@cipherequality
@codedailybot
@tudortweep

Top Tweeters in G1:
@darylgibson
@inpoco
@jaemjaemis
@pkanagaratnam
@learnteachwin
@nanase21
@rstatstweet
@hoperehak
@capitantoc
@notingshaw

Top Tweeters in G2:
@femtech_
@guardian
@googleexpertuk
@nationafrica
@garthworld
@getmebayo
@jimmyroybloom
@neusamandrade
@drumeshprabhu
@bnb952

Top Tweeters in G3:
@rjber15
@cipherequality
@glasgow_watch
@lingtunechi
@davidbflower
@academicchatter
@tiredinor4now
@gifuoh
@trilobiusgrow
@needhibhalla

Top Tweeters in G4:
@juanmanfredi
@kirsteinrummery
@tk_dhillon
@jennyleesd
@dananaomymills
@cassial
@aleebrahim
@nickjsciullo
@lawrendozi
@lottas_sociala

Top Tweeters in G5:
@themuslimhippie
@pecescd
@arclight
@dr_anniem13
@robinhadley1
@simply_oasis
@dermaessentials
@zom_bee_nature
@supersciencegrl
@rsprackland

Top Tweeters in G6:
@very_nessasary
@johnjonny1
@gabrielpeev
@know_it_al
@thefebrilemuse
@cattybriggs
@2_flipp
@stevensinger3
@zebiezebs
@forcastpeach

Top Tweeters in G7:
@oladapoyusuf
@_kaity_mae
@shauncoffey
@williammicah666
@publichealthmap
@bantumarine
@navinpokala
@ladyyyyyyyb
@szescstopni
@surt_lab

Top Tweeters in G8:
@cybersec_feeds
@scieducation1
@ka_ndilo
@sim91simma
@iainmacl
@peteqconsult
@lizziebillingt1
@icey_mark
@lartdelinfusion
@pirkkoelf

Top Tweeters in G9:
@spmcdonnell
@aallliiii
@grammaticae
@aidanbudd
@jennthetutor
@pissicologo
@davidnifty
@the_rahmah
@alisonmcnab
@kaymagpie

Top Tweeters in G10:
@sunsopeningband
@paulkingsley7
@subsurface_life
@phil_baty
@luvrbooks
@gbaucom
@cenmag
@profdcotton
@plantevolution
@prof_sje