scicomm, Twitter, 5/3/2021 11:22:49 PM, 254092


FAQ | Problem?

scicomm_2021-05-02_15-36-37.xlsx
scicomm_2021-05-02_15-36-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 03, 2021
Short Description:
scicomm via NodeXL https://bit.ly/2Rqqn6v
@b0tsci
@scicommbot
@braincures
@do_kinder
@eloscicomm
@pierre_markuse
@notsoscify
@deepgreendesign
@mpineuro
@ceehrc

Top hashtags:
#scicomm
#science
#sciart
#copernicus
#sentinel
#stem
#thread
#cdnpoli
#covid19
#scipol

Description:
Description
The graph represents a network of 7,072 Twitter users whose tweets in the requested range contained "scicomm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 02 May 2021 at 22:52 UTC.

The requested start date was Sunday, 02 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 15-hour, 53-minute period from Wednesday, 28 April 2021 at 08:07 UTC to Sunday, 02 May 2021 at 00:00 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 : 7072
Unique Edges : 6693
Edges With Duplicates : 19994
Total Edges : 26687
Number of Edge Types : 5
Mentions : 8004
Retweet : 5614
MentionsInRetweet : 11725
Replies to : 387
Tweet : 957
Self-Loops : 1143
Reciprocated Vertex Pair Ratio : 0.0457103871738018
Reciprocated Edge Ratio : 0.0874245636927092
Connected Components : 342
Single-Vertex Connected Components : 120
Maximum Vertices in a Connected Component : 6197
Maximum Edges in a Connected Component : 25480
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.75024
Graph Density : 0.00024521002552648
Modularity : 0.375957
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,072 Twitter users whose tweets in the requested range contained "scicomm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 02 May 2021 at 22:52 UTC.

The requested start date was Sunday, 02 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 15-hour, 53-minute period from Wednesday, 28 April 2021 at 08:07 UTC to Sunday, 02 May 2021 at 00:00 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 : scicomm
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:
[36] https://www.gojobs.gov.on.ca/Preview.aspx?Language=English&JobID=163538
[23] http://biorxiv.org/lookup/doi/10.1101/607390
[22] https://onlinelibrary.wiley.com/doi/10.1002/oby.23147
[21] http://celebratescience.blogspot.com/2021/04/10-bedtime-books-for-curious-kids.html
[21] https://www.instagram.com/accounts/login/
[20] https://www.mdpi.com/2223-7747/9/4/439/htm
[18] http://celebratescience.blogspot.com/2021/04/its-book.html
[16] http://biorxiv.org/lookup/doi/10.1101/2021.04.27.441597
[15] https://twitter.com/EloScicomm/status/1387388177208459264
[12] https://twitter.com/notsoscify/status/1387458410552168452

Top URLs in Tweet in G1:
[8] https://www.crowdjustice.com/case/tackling-bullying-and-harassment-at-workplace/
[4] https://www.linkedin.com/slink?code=grGD75g
[3] https://docs.google.com/document/d/1Nqjhxxd9VoFFZiqrD0hRvyMo6DcZMyZVJjz9_2SzPZY/edit
[2] https://www.linkedin.com/pulse/imperial-college-scandals-krzysztof-potempa/
[2] https://www.linkedin.com/pulse/shitty-professors-list-krzysztof-potempa/
[2] https://tressacademic.mykajabi.com/PhD-Webinar
[2] https://twitter.com/statisticiann/status/1387546374175084554
[2] https://blogs.lse.ac.uk/impactofsocialsciences/?p=41831
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS0140-6736%252821%252900306-8&rc=0
[1] https://www.shrm.org/ResourcesAndTools/hr-topics/behavioral-competencies/global-and-cultural-effectiveness/Pages/disabled-in-STEM-careers.aspx

Top URLs in Tweet in G2:
[9] https://blog.cabells.com/2021/04/28/what-really-counts-for-rankings/
[7] https://www.instagram.com/accounts/login/
[6] https://jcom.sissa.it/archive/20/02/JCOM_2002_2021_Y01
[5] https://twitter.com/xkcd/status/1387509188310491137
[5] https://scholarlykitchen.sspnet.org/2021/04/28/new-open-access-business-models-whats-needed-to-make-them-work/
[5] https://nwnoggin.org/2021/04/23/a-crayon-in-homers-brain/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253240
[4] https://scholarlykitchen.sspnet.org/2021/04/29/the-aupresses-global-partner-program-begins-an-interview-with-the-partner-presses/
[4] https://thegeyser.substack.com/p/foxes-and-hedgehogs-in-publishing?r=17t62&utm_campaign=post&utm_medium=web&utm_source=twitter
[4] https://ccf.infoready4.com/#competitionDetail/1838000

Top URLs in Tweet in G3:
[20] https://onlinelibrary.wiley.com/doi/10.1002/oby.23147
[16] https://www.mdpi.com/2223-7747/9/4/439/htm
[13] http://biorxiv.org/lookup/doi/10.1101/607390
[9] http://biorxiv.org/lookup/doi/10.1101/2021.04.27.441597
[8] https://jamanetwork.com/journals/jama/article-abstract/2779197
[7] https://oa.works/
[7] https://docs.google.com/forms/d/e/1FAIpQLSexiymovtybR-0xB2TU_x4ulZZ8QmmA5gpQpsb6totgRVeSiQ/viewform?usp=pp_url
[7] http://biorxiv.org/lookup/doi/10.1101/2021.04.28.441830
[5] https://www.girlsinfin.tech/
[4] https://arxiv.org/abs/2012.13599

Top URLs in Tweet in G4:
[10] https://lifeology.io/lifeology-univ-scicomm/
[8] https://science.sciencemag.org/content/372/6540/323.full
[8] https://twitter.com/EloScicomm/status/1387388177208459264
[6] https://blogs.agu.org/sciencecommunication/2021/04/23/antarcticlog-happy-earth-day/
[6] https://eos.org/articles/podcast-whats-it-like-pretending-to-live-on-mars
[6] https://www.hindawi.com/resources/
[6] https://www.instagram.com/accounts/login/
[5] https://science.sciencemag.org/content/372/6539/217
[5] https://www.pewtrusts.org/en/trend/archive/winter-2021/scientists-need-to-be-better-communicators-and-they-know-it
[4] https://tinyurl.com/3xefethn

Top URLs in Tweet in G5:
[4] https://twitter.com/notsoscify/status/1387458410552168452
[3] https://crosstalk.cell.com/blog/the-beginners-guide-to-a-career-in-science-writing
[2] https://fancycomma.substack.com/
[2] https://twitter.com/heatherdsnell/status/1387938027339665410
[2] https://www.notion.so/Scicomm-Tips-afe532e0c5f6421fa51b600b972c8f31
[2] https://twitter.com/manithegarcia/status/1383142219704598532
[2] https://www.joinclubhouse.com/event/xLyW4w7k
[1] https://twitter.com/Sarah_Cosgriff/status/1387524865511538696
[1] https://twitter.com/scicomm_jc/status/1387798299604779008?s=19
[1] https://twitter.com/EloScicomm/status/1387388177208459264?s=20

Top URLs in Tweet in G6:
[2] https://twitter.com/HaryaxPathak/status/1388182920381222912
[1] https://www.youtube.com/watch?v=4e6VScaZ3_Q&feature=youtu.be

[1] https://twitter.com/connjie/status/1386354067228745732
[1] https://www.sciencedirect.com/science/article/pii/S2215016120302739
[1] https://youtu.be/T8m-jdJSx2g
[1] https://twitter.com/HBCSE_TIFR/status/1380540248921317377
[1] https://news.ncbs.res.in
[1] https://twitter.com/uramakri/status/1387651752795676673
[1] https://learning.edanz.com/SD/
[1] https://twitter.com/WormlockHolmes/status/1388319131783471107

Top URLs in Tweet in G7:
[3] https://phys.org/news/2021-04-benefits-astrazeneca-covid-vaccine-outweigh.html
[3] https://techxplore.com/news/2021-04-trucking-industry-begun-electricbut-passenger.html
[3] https://vote.webbyawards.com/PublicVoting#/2021/podcasts/general-series/science-education
[2] https://www.geosociety.org/GSA/News/sciComFellow/GSA/News/sciComFellow.aspx
[2] https://www.geosociety.org/gsa/education_careers/gsa/hr/scicommfellow.aspx
[2] https://techxplore.com/news/2021-04-solar-powered-desalination-great.html
[2] https://www.theguardian.com/environment/2021/apr/27/bee-population-steady-dutch-cities-thanks-to-pollinator-strategy
[2] https://phys.org/news/2021-04-china-main-1st-permanent-space.html
[2] https://phys.org/news/2021-04-tumors-nanoworms.html
[2] https://phys.org/news/2021-04-flies-bigger-north-insect-size.html

Top URLs in Tweet in G8:
[6] http://www.breakfreefromplastic.org/
[5] https://www.youtube.com/watch?v=KlRCvkaWGho

[4] http://biorxiv.org/lookup/doi/10.1101/607390
[3] http://consciousnessunbound.blogspot.com/2021/04/a-native-american-psychic-louise-lone.html
[3] https://aciste.org/2021-presenter-suzy-ross-ph-d-ctrs-rtc/
[3] https://transhumanity.net/rewriting-the-human-story-how-our-story-determines-our-future-2/
[2] https://twitter.com/weird_sci/status/1388287314766573574
[2] https://futureandcosmos.blogspot.com/2021/04/escape-to-wet-planet-science-fiction.html
[2] https://tituma2.wordpress.com/2021/04/30/esoteerinen-kirjasto/
[2] https://psi-encyclopedia.spr.ac.uk/articles/donald-west

Top URLs in Tweet in G9:
[5] https://www.ices.dk/news-and-events/news-archive/news/Pages/IJMSmentor.aspx?gmc=XuyQL7L0WT&gm=1337&gml=GjxqI7Mo66&gmv=0
[3] https://www.simonedr.com/art-sci
[2] https://www.eventbrite.com/e/how-to-build-your-brand-on-social-media-scicomm-workshop-tickets-152591273607
[1] https://www.patreon.com/Andrew_Thaler
[1] https://novel-science.com/strategic-lies-deliberate-untruths-used-as-a-political-tactic-new-study/
[1] https://twitter.com/NovelSci/status/1388350040800993282
[1] https://novelscience.substack.com/p/why-does-it-feel-like-the-cards-are
[1] https://twitter.com/InsideNatGeo/status/1388234769046155267
[1] https://twitter.com/JHMSparky/status/1387617588876742660
[1] https://twitter.com/SidewalkSciGuy/status/1387967686651613191

Top URLs in Tweet in G10:
[3] https://www.eventbrite.com.au/e/day-of-immunology-2021-virtual-public-lecture-covid-19-vaccines-tickets-149504462873
[2] https://twitter.com/DayofImmunology/status/1387548108259659779
[2] https://museumsvictoria.com.au/melbournemuseum/whats-on/ecology-now/
[2] https://doi2021vaccines.eventbrite.com.au/
[2] https://twitter.com/syis_ecr/status/1387726157303451650
[2] https://twitter.com/britsocimm/status/1387710236576845824
[1] https://www.lji.org/news-events/news/post/up-and-coming-alba-grifoni-ph-d/
[1] https://twitter.com/kindscientists/status/1387328282220064771
[1] https://twitter.com/NCARD_research/status/1387328050216374276
[1] https://www.eventbrite.com.au/e/meet-your-immune-system-tickets-149832760821

Top Domains
Top Domains in Tweet in Entire Graph:
[591] twitter.com
[130] youtube.com
[93] biorxiv.org
[47] blogspot.com
[36] on.ca
[32] google.com
[31] wiley.com
[30] mdpi.com
[30] phys.org
[28] instagram.com

Top Domains in Tweet in G1:
[18] linkedin.com
[15] nature.com
[12] theguardian.com
[10] twitter.com
[8] crowdjustice.com
[6] timeshighereducation.com
[4] google.com
[4] thefemalescientist.com
[3] co.uk
[3] academic-sexual-misconduct-database.org

Top Domains in Tweet in G2:
[153] twitter.com
[34] youtube.com
[14] biorxiv.org
[11] sciencemag.org
[11] instagram.com
[10] sspnet.org
[9] cabells.com
[7] com.au
[7] 360onhistory.com
[7] massivesci.com

Top Domains in Tweet in G3:
[61] twitter.com
[50] biorxiv.org
[21] mdpi.com
[21] wiley.com
[18] youtube.com
[8] jamanetwork.com
[8] google.com
[7] oa.works
[6] constantcontact.com
[6] libsyn.com

Top Domains in Tweet in G4:
[39] twitter.com
[16] lifeology.io
[13] sciencemag.org
[11] pewtrusts.org
[11] hindawi.com
[9] agu.org
[9] google.com
[8] copernicus.org
[7] eos.org
[7] instagram.com

Top Domains in Tweet in G5:
[32] twitter.com
[4] cell.com
[3] uk.com
[2] substack.com
[2] wiley.com
[2] google.com
[2] notion.so
[2] sociale.network
[2] joinclubhouse.com
[1] splasho.com

Top Domains in Tweet in G6:
[15] twitter.com
[3] youtube.com
[3] scipod.global
[1] sciencedirect.com
[1] youtu.be
[1] res.in
[1] edanz.com
[1] edu.in
[1] gov.in
[1] thebetterindia.com

Top Domains in Tweet in G7:
[44] twitter.com
[18] phys.org
[8] techxplore.com
[4] geosociety.org
[3] webbyawards.com
[2] theguardian.com
[2] sciencealert.com
[2] wikipedia.org
[2] livescience.com
[2] successfactors.eu

Top Domains in Tweet in G8:
[14] twitter.com
[14] biorxiv.org
[11] aciste.org
[7] youtube.com
[6] breakfreefromplastic.org
[5] blogspot.com
[4] wordpress.com
[3] transhumanity.net
[2] scitechdaily.com
[2] elsevierhealth.com

Top Domains in Tweet in G9:
[11] twitter.com
[5] ices.dk
[3] simonedr.com
[2] forbes.com
[2] eventbrite.com
[2] sophiemaycocksharkspeak.com
[1] patreon.com
[1] novel-science.com
[1] substack.com
[1] lww.com

Top Domains in Tweet in G10:
[13] twitter.com
[8] com.au
[1] lji.org
[1] youtube.com
[1] yefis.org
[1] medrxiv.org
[1] das-immunsystem.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3408] scicomm
[309] science
[157] sciart
[147] copernicus
[139] sentinel
[128] stem
[128] thread
[124] cdnpoli
[122] covid19
[97] scipol



Top Hashtags in Tweet in G1:
[126] scicomm
[45] researchculture
[44] scipol
[28] rri
[28] stemtoo
[26] reimagineresearch
[22] phdchat
[16] researchintegrity
[15] metoo
[14] bullying

Top Hashtags in Tweet in G2:
[780] scicomm
[78] science
[46] sciart
[36] elecup21
[24] research
[23] scicom
[21] scholcomm
[21] covid19
[17] stem
[16] podcast

Top Hashtags in Tweet in G3:
[435] scicomm
[73] gratitude
[64] dhpsp
[62] inpst
[52] expbio
[50] womeninstem
[47] science
[43] womeninscience
[38] openscience
[34] stem

Top Hashtags in Tweet in G4:
[319] scicomm
[107] thread
[74] vegu21
[29] sciart
[23] science
[16] scipol
[13] citizenscience
[11] april
[11] sciencecommunication
[10] goodscicomm

Top Hashtags in Tweet in G5:
[189] scicomm
[47] sciencewriting
[33] scicommchat
[12] letsplayscience
[7] meteorology
[7] oceanography
[7] climatology
[7] atmosphericscience
[5] publicengagement
[5] scicommjc

Top Hashtags in Tweet in G6:
[26] scicomm
[10] instemsciencesetu
[10] webinar
[6] vaccine
[6] covid19
[5] congratulations
[5] publichealth
[4] cowin
[4] science
[4] modelling

Top Hashtags in Tweet in G7:
[178] scicomm
[114] cdnpoli
[44] covid19
[34] onpoli
[30] design
[30] science
[23] climate
[19] ableg
[14] math
[12] gpc

Top Hashtags in Tweet in G8:
[131] scicomm
[29] medtwitter
[22] meded
[21] snrtg
[18] primaryimmunodeficiency
[16] psychat
[15] wordpress
[11] bblogrt
[11] deleuze
[9] science

Top Hashtags in Tweet in G9:
[66] scicomm
[17] scicommucdavis
[16] migration
[15] soupfin
[15] sharkscience
[15] philopatry
[13] seaspiracy
[7] misinformation
[7] disinformation
[6] media

Top Hashtags in Tweet in G10:
[51] dayofimmunology
[35] scicomm
[15] doimmuno
[14] thankyouimmunology
[7] covid19vaccine
[6] covid19
[6] immunology
[5] vaccination
[5] sciencematters
[4] covid_19

Top Words
Top Words in Tweet in Entire Graph:
[3408] #scicomm
[1052] science
[432] great
[383] more
[341] research
[328] today
[327] communication
[321] braincures
[311] scicomm
[309] #science

Top Words in Tweet in G1:
[230] braincures
[146] proftimnoakes
[134] do_kinder
[130] suzanne_garrett
[126] #scicomm
[125] ukri_ceo
[114] marikasboros
[111] jeremyfarrar
[99] academicparity
[95] morimahmoudi

Top Words in Tweet in G2:
[780] #scicomm
[213] science
[117] great
[94] more
[89] work
[85] research
[78] #science
[73] check
[67] communication
[62] project

Top Words in Tweet in G3:
[435] #scicomm
[83] science
[80] asipath
[74] andgenomics
[73] #gratitude
[64] #dhpsp
[62] #inpst
[59] dna
[55] today
[52] #expbio

Top Words in Tweet in G4:
[319] #scicomm
[231] science
[155] communication
[140] guide
[133] eloscicomm
[122] share
[108] big
[107] #thread
[107] moment
[107] finaly

Top Words in Tweet in G5:
[189] #scicomm
[92] know
[84] great
[81] notsoscify
[69] resources
[64] interested
[57] students
[56] mentoring
[56] having
[56] msc

Top Words in Tweet in G6:
[42] ப
[32] scicomm_india
[26] #scicomm
[21] scicomm
[21] people
[19] vaccinated
[19] sci_community_
[19] being
[18] ர
[18] follow

Top Words in Tweet in G7:
[178] #scicomm
[114] #cdnpoli
[61] science
[57] deepgreendesign
[44] #covid19
[41] physics
[34] #onpoli
[30] communicating
[30] #design
[30] #science

Top Words in Tweet in G8:
[131] #scicomm
[31] sarah_mojarad
[29] #medtwitter
[24] usc
[22] #meded
[22] #snrtg
[21] public
[21] book
[20] science
[19] engagement

Top Words in Tweet in G9:
[66] #scicomm
[26] great
[22] lie
[22] next
[21] media
[21] talk
[20] novelsci
[19] more
[19] sharks
[18] forbes

Top Words in Tweet in G10:
[83] day
[71] happy
[71] dayofimmunology
[60] international
[56] immune
[53] immunology
[51] #dayofimmunology
[35] #scicomm
[34] appreciate
[33] fantastic

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[267] science,communication
[139] #copernicus,#sentinel
[128] share,science
[128] communication,guide
[127] #thread,big
[127] big,moment
[127] moment,finaly
[127] finaly,share
[127] guide,worked
[126] eloscicomm,#thread

Top Word Pairs in Tweet in G1:
[61] reneebleau,suzanne_garrett
[47] jeremyfarrar,michelle_cruk
[47] michelle_cruk,ukri_ceo
[44] suzanne_garrett,marikasboros
[41] evidencebase_im,braincures
[41] academicparity,proftimnoakes
[36] proftimnoakes,criminotweet
[36] bulliescampaign,thepeopleshubuk
[36] drumeshprabhu,nicochan33
[35] britishacademy_,thebhf

Top Word Pairs in Tweet in G2:
[41] science,communication
[26] covid,19
[22] climate,change
[19] looking,forward
[18] #scicomm,#scicom
[17] #scicomm,#science
[16] #sciart,#scicomm
[14] project,animalia
[13] social,media
[12] public,engagement

Top Word Pairs in Tweet in G3:
[48] #dhpsp,#scicomm
[40] #gratitude,#dhpsp
[34] #inpst,#scicomm
[33] #gratitude,#inpst
[28] large,scale
[28] scale,genomic
[28] genomic,rearrangements
[28] rearrangements,selected
[27] selected,thaliana
[27] thaliana,dna

Top Word Pairs in Tweet in G4:
[151] science,communication
[107] #thread,big
[107] big,moment
[107] moment,finaly
[107] finaly,share
[107] share,science
[107] communication,guide
[107] guide,worked
[106] eloscicomm,#thread
[21] interested,#scicomm

Top Word Pairs in Tweet in G5:
[54] having,great
[54] great,mentoring
[54] mentoring,style
[54] style,chats
[54] chats,ug
[54] ug,msc
[54] msc,students
[54] students,thinking
[54] thinking,#scicomm
[53] notsoscify,having

Top Word Pairs in Tweet in G6:
[16] register,vaccine
[16] vaccine,follow
[16] follow,simple
[16] simple,six
[16] six,step
[16] step,guide
[16] guide,part
[16] part,vaccinated
[15] ப,ப
[15] sci_community_,register

Top Word Pairs in Tweet in G7:
[37] #scicomm,#cdnpoli
[29] communicating,science
[23] #cdnpoli,#scicomm
[18] news,views
[18] views,hiring
[18] hiring,physics
[18] physics,editor
[18] editor,background
[18] background,physics
[18] physics,passion

Top Word Pairs in Tweet in G8:
[18] sarah_mojarad,aoc
[18] aoc,usc
[18] public,engagement
[16] usc,ayshakhoury
[16] ayshakhoury,blackqueens
[16] blackqueens,nsbe
[16] nsbe,nsbepros
[16] nsbepros,amermedicalassn
[16] amermedicalassn,dralethamaybank
[16] dralethamaybank,davidmweissman

Top Word Pairs in Tweet in G9:
[17] next,#scicommucdavis
[17] #scicommucdavis,workshop
[16] build,brand
[16] brand,social
[16] social,media
[15] great,#scicomm
[15] #scicomm,article
[15] article,forbes
[15] forbes,#soupfin
[15] #soupfin,#sharkscience

Top Word Pairs in Tweet in G10:
[47] happy,international
[45] day,immunology
[38] international,day
[33] immunology,day
[33] day,appreciate
[33] appreciate,fantastic
[33] fantastic,immune
[33] immune,systems
[33] systems,protect
[33] protect,disease

Top Replied-To
Top Replied-To in Entire Graph:
@braincures
@do_kinder
@mysimpleass1
@notsoscify
@scicommclub
@jeremyfarrar
@morimahmoudi
@jessicawins
@chhavic
@dgurdasani1

Top Replied-To in G1:
@braincures
@do_kinder
@jeremyfarrar
@morimahmoudi
@dgurdasani1
@drnancyolivieri
@ukri_news
@nonprofit_phd
@a_ottaway
@dbetteracademia

Top Replied-To in G2:
@tinsleyhd
@drscoffin
@mel_murphy01
@scienceisaverb
@phdannajonsson
@samsoceannews
@ucsf
@anushilac
@notsoscify
@startswithabang

Top Replied-To in G3:
@chhavic
@nadiaabouayoub
@thesheurchin
@asipath
@alejandroadam
@hannahhchu
@daramwald
@astro_limno
@themattwood
@yagutrinne

Top Replied-To in G4:
@obauma
@agu_scicomm
@_scicomm
@watercomm
@cassivillen
@sylviekant
@eloscicomm
@katmidds
@mark_lorch
@doodlebugkry

Top Replied-To in G5:
@scicommclub
@notsoscify
@scottishscicomm
@dannyjamesward
@scicomm_jc
@isrewriting
@missedpitches
@girish_meghna
@ryanbozer
@hunt_harriet

Top Replied-To in G6:
@zoologistaman
@sci_community_
@stemgraduates
@nipgrsocial
@vatsalat
@flyer56488
@anuragagrawalmd
@bulletmanv
@rahul_ooo
@carladoesscicom

Top Replied-To in G7:
@jessicawins
@bruce_arthur
@geraldkutney
@davidmilley22
@stephenbheard
@rahrakwasere
@russellhillier
@shaw_sandy
@friendsoscience
@cbcadrianh

Top Replied-To in G8:
@mysimpleass1
@usnehal
@angrycardio
@jeffsimmons
@mikexenos
@sarah_mojarad
@gbbranstetter

Top Replied-To in G9:
@ices_asc
@scicommdaniel

Top Replied-To in G10:
@bactivac

Top Mentioned
Top Mentioned in Entire Graph:
@braincures
@proftimnoakes
@do_kinder
@suzanne_garrett
@eloscicomm
@ukri_ceo
@pierre_markuse
@marikasboros
@jeremyfarrar
@andgenomics

Top Mentioned in G1:
@braincures
@proftimnoakes
@suzanne_garrett
@ukri_ceo
@do_kinder
@marikasboros
@jeremyfarrar
@academicparity
@evidencebase_im
@morimahmoudi

Top Mentioned in G2:
@braincures
@ncse
@do_kinder
@mesabree
@deepgreendesign
@cabellspublish
@elementcup
@jeremyfarrar
@ukri_ceo
@proftimnoakes

Top Mentioned in G3:
@asipath
@andgenomics
@eyedaisyshu
@_sivasai
@braincures
@academicchatter
@dhpsp
@_atanas_
@_inpst
@expbio

Top Mentioned in G4:
@eloscicomm
@samillingworth
@eurogeosciences
@agu_scicomm
@lifeologyapp
@hindawi
@shtacy_phillips
@rethinkscicomm
@fanikelesidou
@comsciconcan

Top Mentioned in G5:
@notsoscify
@brittanytrang
@addictivebrain
@scicommclub
@bri_barbu
@scicomm_jc
@jakemontanarini
@cmos_scmo
@spotlightthepod
@e3icommittee

Top Mentioned in G6:
@scicomm_india
@sci_community_
@ncbs_bangalore
@dbtindia
@sci_rio
@zjayres
@asleepywanderer
@anuragagrawalmd
@renuswarup
@blisc_india

Top Mentioned in G7:
@deepgreendesign
@naturenv
@fordnation
@scienceupfirst
@randyhillier
@picardonhealth
@caulfieldtim
@thewebbyawards
@jkenney
@ontariopcparty

Top Mentioned in G8:
@sarah_mojarad
@aoc
@usc
@amermedicalassn
@andgenomics
@primary_immune
@ayshakhoury
@blackqueens
@nsbe
@nsbepros

Top Mentioned in G9:
@novelsci
@forbes
@andrewnosal
@alexcr_1
@danaslewis
@bd_stew
@biobeef
@whysharksmatter
@waterloobio
@drandrewthaler

Top Mentioned in G10:
@dayofimmunology
@asimmunology
@y_efis
@syis_ecr
@queersinscience
@bbm_wong
@monashuni
@drquinn4
@royalsocietyvic
@catrionanr

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@chidambara09
@cybersec_feeds
@robre62
@matiere
@femtech_
@independent
@malliardreport
@chrisbrey1
@john1966olsen

Top Tweeters in G1:
@marshawright
@independent
@theresamax
@guardian
@marting8177
@ignaciovalle3
@gordontredgold
@bbcnews
@telegraph
@lollydaskal

Top Tweeters in G2:
@dataaugmented
@nytimes
@fabriciosx
@cnn
@elnuevodia
@thatmags
@imagine_garden
@greentechdon
@woodentek
@reviewjournal

Top Tweeters in G3:
@femtech_
@codernotesbot
@googleexpertuk
@amor_vuelvetx
@ssxman2
@johnapp63499667
@calcaware
@nicochan33
@drumeshprabhu
@devvibesbot

Top Tweeters in G4:
@qib
@pink1963dsw
@johnjonny1
@fffbot1
@filipesaraiva
@chabis_ch
@fidaisyg
@emmanuelbethoux
@jjsaenzde
@lastquake

Top Tweeters in G5:
@chuckdalldorf
@carlogubi
@adeptlibrarium
@flyingtrilobite
@gomobel
@jobinindia
@thatneilmartin
@urbanastronyc
@shiplives
@lizardschwartz

Top Tweeters in G6:
@ronaldclarke
@fullnam35087976
@nviswam
@biorxivpreprint
@doctorclaros
@astronaimee
@damienpetermann
@ddnewsgujarati
@kiranshaw
@illinois_alma

Top Tweeters in G7:
@chuddles11
@debeauxos1
@maegan_laporte
@chuckw12
@wavetossed
@wumpyspeaks
@bruce_arthur
@codienec
@dianneathome
@ineeshadvs

Top Tweeters in G8:
@chidambara09
@malliardreport
@waweru
@rt_himachal
@adfreetalkradio
@davidmweissman
@tomvarghesejr
@circlereader
@snrtg
@godfrey_g_

Top Tweeters in G9:
@cybersec_feeds
@kpheaney
@avildsen
@forbes
@whysharksmatter
@alleygator
@curvewhiplash
@jesusnarrowway
@smudgiesmom
@mattpt55

Top Tweeters in G10:
@caronaupdates
@stephenmdedman
@wordsbyfrank
@thealiceroberts
@yewenyi
@sinhachild
@wiley_health
@sabinawalker18
@monashuni
@jay3point14