scicomm, Twitter, 10/20/2019 1:17:32 AM, 213500


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scicomm_2019-10-19_17-40-16.xlsx
scicomm_2019-10-19_17-40-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 20, 2019
Short Description:
scicomm via NodeXL http://bit.ly/2P66uyv
@scicommbot
@_open_science_
@femtech_
@amoebasisters
@fromthelabbench
@sarahmackattack
@daniellequinn88
@siddhrthknkaria
@_danibeck
@drkatfish

Top hashtags:
#scicomm
#science
#sciart
#wisskomm
#sciencetwitter

Description:
Description
The graph represents a network of 4,873 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, 20 October 2019 at 00:41 UTC.

The requested start date was Sunday, 20 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 6-hour, 54-minute period from Wednesday, 16 October 2019 at 08:35 UTC to Friday, 18 October 2019 at 15:30 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] https://www.inprnt.com/gallery/aldermoth/rose-chafers/
[19] https://blogs.plos.org/scicomm/2019/10/15/scicomm-at-school/
[13] https://www.scicommboard.org/job/science-communication-fellow-carnegie-museums-pittsburgh/
[10] https://twitter.com/CASeaGrant/status/1184501504180273153
[9] https://lifeomic.com/products/lifeology/
[8] https://nerdist.com/article/first-ever-all-female-spacewalk/
[7] https://t.co/Z3HD8fXUvb
[7] https://chemforyourlife.transistor.fm/
[7] https://www.canadiansciencecentres.ca/Call-for-session-proposals
[7] https://nautiluslive.org/

Top URLs in Tweet in G1:
[5] https://twitter.com/MonikaMBauer/status/1184476749213683713
[4] https://www.iiasa.ac.at/web/home/about/workingatiiasa/vacancies/2020_Sci_Com_Fellow.html?dontCachePage=1
[4] https://awards.discoverpods.com/nominations/
[3] https://lithub.com/no-one-really-knows-why-humans-can-walk/
[3] https://twitter.com/CDCemergency/status/1184186874249826306
[3] https://www.youtube.com/watch?v=mr2JioyyQ3U&feature=youtu.be

[3] https://biomedical-engineering-online.biomedcentral.com/
[3] https://www.worldpdcoalition.org/page/Glossary
[2] https://scinote.net/premium/?utm_content=103141121&utm_medium=social&utm_source=twitter&hss_channel=tw-3872933415
[2] https://www.sciencefriday.com/job-manager-impact-strategy/

Top URLs in Tweet in G2:
[5] https://onlinelibrary.wiley.com/doi/abs/10.1002/wcc.623?cookieSet=1
[4] https://twitter.com/geniuslabgear/status/1181587089231613953
[4] https://twitter.com/brembs/status/1140983912606441473
[3] https://ncse.ngo/breaking-down-barriers/apply
[2] https://www.nytimes.com/2019/10/14/upshot/diet-soda-health-myths.html
[2] https://www.scicom.ie/schedule
[2] https://twitter.com/HatchTheDog_MR/status/1184465768726986752
[2] https://gulfresearchinitiative.org/marine-mammal-research-team-receives-rollie-lamberson-modelling-award/
[2] https://twitter.com/TheCosmicRey/status/1184833733733617664
[2] https://twitter.com/LayneScherer/status/1185198464633884672

Top URLs in Tweet in G3:
[4] https://twitter.com/IndSciComm/status/1184483160303665152
[2] http://www.jncasr.ac.in/mbgu/
[2] https://anchor.fm/scicommjc/episodes/SciCommJC-Podcast-Ep-11-Inclusivity-with-guest-Tia-Martineau-e7rfpv
[2] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0223098
[2] https://twitter.com/sreshthamondal/status/1184679669129347073
[2] https://whatsscience.in/genetically-modified-food-solving-or-harming-global-problems/
[1] https://bigyan.org.in/
[1] https://docs.google.com/forms/d/1ok4nhdAzy--dtHPcyy82uBCT92ZbwjKHsswxoA31PWo/edit
[1] https://twitter.com/tomonlocation/status/1183974781869182978
[1] https://twitter.com/justsavebirds/status/1184873546905985024

Top URLs in Tweet in G4:
[1] https://twitter.com/SciFiles89FM/status/1185214513475399680
[1] https://twitter.com/SciFiles89FM/status/1184944757447053330
[1] https://twitter.com/rm_werner/status/1183846132641865734
[1] https://twitter.com/SarahMackAttack/status/1184829502045581312
[1] https://twitter.com/cziscience/status/1184194967670947840
[1] https://frib.msu.edu/gateway/events/talk-19october.html
[1] https://www.youtube.com/watch?v=qnqO68txdgc&feature=youtu.be

[1] https://twitter.com/geneticexpns/status/1184940895730360320
[1] https://twitter.com/laurynbenedict/status/1184846567049707521
[1] https://twitter.com/parisba/status/1183207410426470400

Top URLs in Tweet in G5:
[5] https://hhmi-openhire.silkroad.com/epostings/index.cfm?fuseaction=app.jobinfo&jobid=1109&company_id=16908&version=1&source=ONLINE&jobOwner=992639&aid=1
[4] https://www.iiasa.ac.at/web/home/about/workingatiiasa/vacancies/2020_Sci_Com_Fellow.html?fbclid=IwAR10OsnEh3LNxPiNJmWtZGVbyAQZ9JSZEF6DnezNuqyW7rHX4CUvlUs1gnk
[3] https://jcom.sissa.it/archive/18/05
[2] https://okt.to/YMZoqR
[1] https://jcom.sissa.it/archive/18/04/JCOM_1804_2019_C01
[1] https://twitter.com/GeomorphJAMS/status/1185135794203312129
[1] https://okt.to/jFDX1Y
[1] https://okt.to/NM1ivX
[1] https://okt.to/w7ghyl
[1] https://okt.to/JrKzPL

Top URLs in Tweet in G6:
[2] https://twitter.com/NakedCapsid/status/1184471311059423233
[2] https://www.soft-tox.org/?utm_campaign=coschedule&utm_source=twitter&utm_medium=OmniInc&utm_content=Society
[2] of
[2] Forensic
[2] Toxicologists,
[2] Inc.
[2] http://historysurvivalguide.com
[1] https://blogs.plos.org/scicomm/2019/10/15/scicomm-at-school/
[1] https://www.youtube.com/watch?v=s2U_7lVINM0&feature=youtu.be

[1] https://www.facebook.com/TheShellQuestaconScienceCircus/photos/a.418557828155650/2823414887669920/

Top URLs in Tweet in G7:
[6] https://www.canadiansciencecentres.ca/Call-for-session-proposals
[3] https://www.youtube.com/watch?v=M8d3pxVb4c4&feature=youtu.be

[2] https://www.youtube.com/watch?v=AuELkcg5A_c&feature=youtu.be

[1] https://www.amoebasisters.com/gifs.html
[1] https://www.youtube.com/watch?v=P30QlwSsUic&feature=youtu.be

[1] https://twitter.com/isid_org/status/1184802508104982529
[1] https://artthescience.com/blog/2019/10/15/creators-tahani-baakdhah/
[1] https://artthescience.com/blog/2019/10/17/creators-anne-mondro/
[1] https://artthescience.com/blog/2019/10/10/creators-noah-bressman/
[1] https://www.the-scientist.com/news-opinion/hundreds-of-scientists-declare-support-for-extinction-rebellion-66572#.XadEorzMRMA.twitter

Top URLs in Tweet in G8:
[7] https://thirdpodfromthesun.com/2019/10/08/e22-diamond-anvils-and-the-heart-of-jupiter/
[5] https://blogs.agu.org/thirdpodfromthesun/2019/10/11/special-release-managing-emergencies-in-a-water-world/
[4] https://www.earlham.ac.uk/articles/public-engagement-science-communication-waste-of-time?utm_campaign=Oktopost-EI%20learning&utm_content=Oktopost-004d7if42ucfr4x&utm_medium=social&utm_source=twitter
[3] https://en.wikipedia.org/wiki/Tri-state_water_dispute
[2] https://www.agu.org/home/events/approved-events/wikipedia-editathon-2019
[2] https://www.theglobeandmail.com/canada/article-one-year-after-nobel-physics-win-canadas-donna-strickland-calls-for/
[2] https://www.vox.com/future-perfect/2019/10/3/20895240/study-typo-religion-children-generosity-retraction
[2] https://blogs.plos.org/scicomm/2019/09/27/zombies-an-effective-way-to-sink-your-teeth-into-brain-anatomy/
[2] http://ow.ly/8Q5v50wLgd8
[2] https://www.youtube.com/watch?v=8tNhEkXg6T0&feature=youtu.be


Top URLs in Tweet in G9:
[8] https://lifeomic.com/products/lifeology/
[2] https://twitter.com/FromTheLabBench/status/1184695106009468928
[2] https://gaiusjaugustus.com/briley-lewis-zine-maker/
[1] http://zapatopi.net/treeoctopus/
[1] https://pictureasportal.home.blog/2019/10/10/using-s-p-a-r-k-principles-to-improve-your-data-visualization/
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell%2Fcurrent&rc=0
[1] http://imaginesciencefilms.org
[1] https://blogs.plos.org/scicomm/2019/10/15/scicomm-at-school/
[1] https://twitter.com/Dean_R_Lomax/status/1183395858282434563
[1] https://twitter.com/WGCG_UK/status/1182958199487549440

Top URLs in Tweet in G10:
[6] https://twitter.com/CASeaGrant/status/1184501504180273153
[3] https://www.virginiaschutte.com/scicomm
[2] http://mail.google.com/mail/
[2] https://globalwetlandsproject.org/find-your-scicomm-sweet-spot/
[2] https://www.scienceforprogress.eu/promote-yourself-through-science-for-progress/
[2] https://www.patreon.com/posts/phd-life-with-23919337
[1] https://twitter.com/pinskylab/status/1185187861991251969
[1] https://twitter.com/LenfestOcean/status/1184551274785759234
[1] https://twitter.com/fredbever/status/1184523879596908545
[1] https://askabiologist.asu.edu/listen-watch/high-flying-science

Top Domains
Top Domains in Tweet in Entire Graph:
[498] twitter.com
[74] youtube.com
[27] plos.org
[25] inprnt.com
[24] instagram.com
[22] jeroencarelse.com
[21] okt.to
[16] transhumanity.net
[16] nature.com
[14] co.uk

Top Domains in Tweet in G1:
[90] twitter.com
[27] youtube.com
[6] ceitec.cz
[5] ac.at
[4] scinote.net
[4] discoverpods.com
[3] lithub.com
[3] timeshighereducation.com
[3] biomedcentral.com
[3] bit.ly

Top Domains in Tweet in G2:
[45] twitter.com
[5] wiley.com
[3] google.com
[3] ncse.ngo
[2] facebook.com
[2] nytimes.com
[2] tandfonline.com
[2] scicom.ie
[2] gulfresearchinitiative.org
[2] soundcloud.com

Top Domains in Tweet in G3:
[14] twitter.com
[3] ac.in
[3] whatsscience.in
[2] anchor.fm
[2] plos.org
[1] org.in
[1] google.com
[1] elsevierhealth.com
[1] youtube.com
[1] imaginesciencefilms.org

Top Domains in Tweet in G4:
[16] twitter.com
[3] instagram.com
[2] youtube.com
[2] thebumblingbiochemist.com
[1] msu.edu
[1] google.com
[1] umces.edu
[1] selectminds.com
[1] scicommboard.org
[1] speakupforblue.com

Top Domains in Tweet in G5:
[18] okt.to
[9] twitter.com
[5] silkroad.com
[4] sissa.it
[4] ac.at
[3] ac.uk
[2] astronomicca.com
[2] embl.de
[1] irishtimes.com
[1] archandanth.com

Top Domains in Tweet in G6:
[54] twitter.com
[4] youtube.com
[4] linkedin.com
[4] scienceslam.de
[3] plos.org
[2] facebook.com
[2] soft-tox.org
[2] chemistryviews.org
[2] historysurvivalguide.com
[1] mailchimp.com

Top Domains in Tweet in G7:
[6] youtube.com
[6] canadiansciencecentres.ca
[4] twitter.com
[3] artthescience.com
[1] amoebasisters.com
[1] the-scientist.com
[1] startribune.com
[1] northeastern.edu
[1] wordpress.com
[1] okt.to

Top Domains in Tweet in G8:
[13] twitter.com
[9] agu.org
[7] thirdpodfromthesun.com
[6] sagepub.com
[5] ow.ly
[4] ac.uk
[3] wikipedia.org
[2] theglobeandmail.com
[2] theconversation.com
[2] vox.com

Top Domains in Tweet in G9:
[8] lifeomic.com
[6] twitter.com
[2] gaiusjaugustus.com
[1] zapatopi.net
[1] home.blog
[1] elsevierhealth.com
[1] imaginesciencefilms.org
[1] plos.org
[1] facebook.com
[1] youtube.com

Top Domains in Tweet in G10:
[12] twitter.com
[3] virginiaschutte.com
[3] scienceforprogress.eu
[2] google.com
[2] globalwetlandsproject.org
[2] patreon.com
[1] asu.edu
[1] ucsb.edu
[1] audubon.org
[1] wiley.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2784] scicomm
[420] science
[194] sciart
[137] wisskomm
[106] sciencetwitter
[104] makesciencegreatagain
[104] wissenschaft
[99] sciencereclaimsthewww
[98] fightfakescience
[59] womeninstem



Top Hashtags in Tweet in G1:
[373] scicomm
[153] science
[82] sciencereclaimsthewww
[82] wissenschaft
[82] wisskomm
[81] fightfakescience
[81] makesciencegreatagain
[53] scifi
[36] vss365
[30] bravewrite

Top Hashtags in Tweet in G2:
[234] scicomm
[19] science
[13] dayofscience
[10] aagdenver
[8] geopath
[7] podcast
[7] phd
[7] stage
[6] cuscistory
[6] sciart

Top Hashtags in Tweet in G3:
[77] scicomm
[9] india
[7] science
[7] sciencetwitter
[6] initiatives
[6] institutions
[6] students
[6] researchers
[6] euraxessindia
[6] mybloodcells

Top Hashtags in Tweet in G4:
[84] scicomm
[36] womeninstem
[14] science
[10] sharks
[9] drawing
[7] sciart
[7] biochemistry
[7] confocal
[7] bacteria
[6] sciencetwitter

Top Hashtags in Tweet in G5:
[157] scicomm
[19] science
[15] storytelling
[15] jscicom
[10] journalism
[9] job
[8] scichat
[8] editors
[6] learning
[5] genomics

Top Hashtags in Tweet in G6:
[152] scicomm
[17] science
[5] academictwitter
[5] research
[5] academicchatter
[4] sciencetwitter
[4] scifihour
[4] sciencefiction
[4] horror
[4] scienceslam

Top Hashtags in Tweet in G7:
[119] scicomm
[61] sciencetwitter
[60] sciart
[21] science
[10] halloween
[6] casc2020
[3] fossilfriday
[2] fluseason
[2] vaccineswork
[2] norovirus

Top Hashtags in Tweet in G8:
[79] scicomm
[14] science
[10] guesttwitter
[9] wikipedia
[8] scisharsci
[8] nationalfossilday
[8] diatom
[7] academictwitter
[6] phdchat
[6] researchers

Top Hashtags in Tweet in G9:
[73] scicomm
[27] sciart
[8] lifeologytweets
[7] inktober
[5] academia
[5] inktober2019
[5] protein
[4] science
[4] paleoart
[3] dataviz

Top Hashtags in Tweet in G10:
[72] scicomm
[18] asfb2019
[9] scicommjob
[8] outreach
[5] science
[3] scipol
[3] sciwri19
[3] openscience
[3] citizenscience
[2] sciencepolicy

Top Words
Top Words in Tweet in Entire Graph:
[4750] Words in Sentiment List#1: Positive
[1549] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[115222] Non-categorized Words
[121522] Total Words
[2784] #scicomm
[813] science
[420] #science
[344] s
[340] new

Top Words in Tweet in G1:
[373] #scicomm
[153] #science
[82] #sciencereclaimsthewww
[82] #wissenschaft
[82] #wisskomm
[81] #fightfakescience
[81] #makesciencegreatagain
[75] science
[53] #scifi
[41] oct

Top Words in Tweet in G2:
[234] #scicomm
[59] science
[35] great
[26] research
[25] s
[22] out
[22] know
[21] article
[20] communication
[19] climate

Top Words in Tweet in G3:
[77] #scicomm
[36] papaya
[31] scicomm_india
[30] science
[29] dbtindia
[26] nipgrsocial
[25] kvijayraghavan
[23] edurafi
[23] csir_ind
[22] indiabioscience

Top Words in Tweet in G4:
[84] #scicomm
[36] #womeninstem
[36] s
[30] science
[26] eyedaisyshu
[24] love
[21] great
[20] talk
[19] students
[18] art

Top Words in Tweet in G5:
[157] #scicomm
[49] wrote
[48] inspired
[47] sometimes
[47] feel
[47] ineffective
[47] choir
[47] preaching
[47] remember
[47] hozier

Top Words in Tweet in G6:
[152] #scicomm
[28] science
[18] more
[17] #science
[16] out
[12] scicomm
[12] here
[12] great
[11] up
[11] one

Top Words in Tweet in G7:
[119] #scicomm
[92] amoebasisters
[61] #sciencetwitter
[60] #sciart
[40] cell
[37] specialization
[29] meanwhile
[29] cross
[29] section
[29] leaf

Top Words in Tweet in G8:
[79] #scicomm
[40] science
[31] agu_scicomm
[26] s
[24] theagu
[18] help
[18] water
[16] w
[14] #science
[13] need

Top Words in Tweet in G9:
[73] #scicomm
[70] fromthelabbench
[48] science
[33] take
[30] cancer
[30] through
[30] educational
[30] materials
[29] breast
[29] survivor

Top Words in Tweet in G10:
[72] #scicomm
[53] science
[46] nceas
[25] new
[25] work
[24] compassscicomm
[24] excited
[24] tomonlocation
[23] compass
[23] announce

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[144] science,communication
[130] check,out
[103] #wisskomm,#scicomm
[97] #wissenschaft,#wisskomm
[88] #scicomm,#sciencetwitter
[84] #scicomm,#sciart
[76] #science,#scicomm
[73] #sciart,#scicomm
[60] social,media
[58] #sciencereclaimsthewww,#science

Top Word Pairs in Tweet in G1:
[81] #wissenschaft,#wisskomm
[81] #wisskomm,#scicomm
[46] #sciencereclaimsthewww,#science
[46] #makesciencegreatagain,#wissenschaft
[44] #fightfakescience,#sciencereclaimsthewww
[44] #science,#makesciencegreatagain
[36] #science,#scicomm
[35] #scifi,#science
[35] #scicomm,#vss365
[35] #science,#sciencereclaimsthewww

Top Word Pairs in Tweet in G2:
[16] check,out
[13] science,communication
[10] conferring,resistance
[10] resistance,digital
[10] digital,disinformation
[10] disinformation,inoculating
[10] inoculating,influence
[10] influence,procedural
[10] procedural,news
[10] news,knowledge

Top Word Pairs in Tweet in G3:
[19] nipgrsocial,dbtindia
[16] dbtindia,csir_ind
[16] csir_ind,indiabioscience
[16] indiabioscience,scicomm_india
[16] scicomm_india,ispa_plants
[16] ispa_plants,theplantjournal
[16] theplantjournal,plantphys
[16] plantphys,kvijayraghavan
[12] pollens,papaya
[12] papaya,tree

Top Word Pairs in Tweet in G4:
[8] science,art
[8] 10,followers
[8] followers,away
[8] away,4k
[8] 4k,want
[8] want,amplify
[8] amplify,voices
[8] voices,others
[8] others,twitter
[8] twitter,esp

Top Word Pairs in Tweet in G5:
[47] sometimes,feel
[47] feel,#scicomm
[47] #scicomm,ineffective
[47] ineffective,choir
[47] choir,preaching
[47] preaching,remember
[47] remember,hozier
[47] hozier,wrote
[47] wrote,song
[47] song,inspired

Top Word Pairs in Tweet in G6:
[5] check,out
[5] #science,#scicomm
[4] find,out
[4] ph,d
[4] #scicomm,#research
[4] #scifihour,#sciencefiction
[4] science,slam
[3] more,info
[3] great,opportunity
[3] #scicomm,skills

Top Word Pairs in Tweet in G7:
[59] #scicomm,#sciencetwitter
[37] cell,specialization
[35] amoebasisters,cell
[29] meanwhile,cross
[29] cross,section
[29] section,leaf
[29] leaf,#sciart
[29] #sciart,#scicomm
[28] amoebasisters,meanwhile
[25] specialization,important

Top Word Pairs in Tweet in G8:
[11] chatted,w
[10] #guesttwitter,#scicomm
[9] need,help
[9] help,tomorrow
[9] tomorrow,create
[9] create,fix
[9] fix,gaps
[9] gaps,sci
[9] sci,info
[9] info,#wikipedia

Top Word Pairs in Tweet in G9:
[30] educational,materials
[29] breast,cancer
[29] cancer,survivor
[29] survivor,warrior
[29] warrior,take
[29] take,through
[29] through,impressions
[29] impressions,educational
[28] fromthelabbench,breast
[28] materials,cr

Top Word Pairs in Tweet in G10:
[23] compass,nceas
[23] nceas,excited
[23] excited,announce
[23] announce,new
[23] new,partnership
[23] partnership,hiring
[23] hiring,science
[23] science,liaison
[23] liaison,based
[23] based,nceas

Top Replied-To
Top Replied-To in Entire Graph:
@drjagadisnipgr
@twitter
@ocaptmycapt
@chantalonwatin
@jennrobb92
@drkiki
@edurafi
@sarahmackattack
@imlipsa
@vgwschutte

Top Replied-To in G1:
@camidryan
@xcelerationlabs
@funkminister
@nasahubble
@sciencebeta

Top Replied-To in G2:
@fmri_guy
@kamdararjun
@aslo_org
@kelliejurado
@kristalambcomms
@fromthelabbench
@tongtc659
@planktonchem
@wisdom2conf
@paulotyama

Top Replied-To in G3:
@drjagadisnipgr
@twitter
@imlipsa
@edurafi
@polybiotique
@banya_kar
@scicpb
@rubesrodriguez
@latchoo
@imsamir10

Top Replied-To in G4:
@janemzhu
@nelsopod
@anjganase
@loleen_berdahl
@mchh
@buckykatt

Top Replied-To in G5:
@whaerty
@kinga_ostanska
@philofscicomm
@agu_scicomm

Top Replied-To in G7:
@grateful_haroon

Top Replied-To in G8:
@stefanierlutz
@agu
@icesheetmike
@ksgootman
@agu_h3s
@muddylobster
@tandfonline

Top Replied-To in G9:
@ellerykr
@mountain_lark
@neuroraeesa
@sciencefindsart

Top Replied-To in G10:
@vgwschutte
@shannonjmcmahon
@3rhinomedia
@engageclimate
@ridethecov
@globalwetlands

Top Mentioned
Top Mentioned in Entire Graph:
@amoebasisters
@fromthelabbench
@primary_immune
@susie_colvin
@hozier
@artologica
@astroka
@g4mma
@_danibeck
@pintofsciencede

Top Mentioned in G1:
@iiasavienna
@youtube
@astro_christina
@neurosci2019
@tuhinsajjadsk1
@stephengeez
@jesserogerson
@astro_j
@africarxiv
@teknikpedagog

Top Mentioned in G2:
@caulfieldtim
@mcnisbet
@sensitivsci
@mscactions
@unibait
@uni_firenze
@unisiena
@news_ub
@leuvenu
@ugent

Top Mentioned in G3:
@scicomm_india
@dbtindia
@nipgrsocial
@kvijayraghavan
@csir_ind
@indiabioscience
@edurafi
@iamscicomm
@ispa_plants
@theplantjournal

Top Mentioned in G4:
@eyedaisyshu
@skypescientist
@msu_scicomm
@thephysicsgirl
@prasha88
@wdbm
@_scicomm
@biochem_bri
@vanessapirotta
@aaas

Top Mentioned in G5:
@hozier
@artologica
@astroka
@jscicom
@earlhaminst
@philofscicomm
@marinajoubert
@quest_eu
@brossardd
@norwichscifest

Top Mentioned in G6:
@beemweeks
@timothy_newport
@sciencerhapsody
@sciencepod
@geezwriter

Top Mentioned in G7:
@amoebasisters
@numarsci
@anneamadden
@artthescience
@iwicomics
@casc_accs
@scifilmit
@fromthelabbench
@sandervandoorn
@earlhaminst

Top Mentioned in G8:
@agu_scicomm
@theagu
@webmz_
@aguscipolicy
@ecologyofshane
@storycollider
@ednachiang
@academicchatter
@mduffy26
@wiscifest

Top Mentioned in G9:
@fromthelabbench
@lifeologyapp
@anu_cpas
@questacon
@drgrahams
@glogliiita
@pixelcrat
@travenasty
@gpsspi
@igem_munich

Top Mentioned in G10:
@compassscicomm
@tomonlocation
@nceas
@vgwschutte
@eurogeosciences
@egu_
@commnatural
@esa_scicomm
@sciforprogress
@drkbythebay

Top Tweeters
Top Tweeters in Entire Graph:
@cowboyscifibot
@edinburghwatch
@gamergeeknews
@digestwordpress
@chuddles11
@ericdemarylebon
@chidambara09
@gallimaufrey777
@wildwalkerwoman
@guardian

Top Tweeters in G1:
@cowboyscifibot
@edinburghwatch
@sincerelyessie
@santchiweb
@nytimes
@bloggerstribe
@forbes
@sak_stories
@zeitonline
@tbdnonymous

Top Tweeters in G2:
@kraeuterverbena
@therakyatpost
@ambicltd1
@profjameslogan
@jacquelyngill
@fmri_guy
@conversationedu
@creddingvye
@caulfieldtim
@revkin

Top Tweeters in G3:
@vidyut
@slackhq
@pib_india
@matthewherper
@discovermag
@iamscicomm
@gamelmag
@ganeshankar03
@micahshippee
@sciencedaily

Top Tweeters in G4:
@vievararosel
@mwt2008
@femtech_
@needhibhalla
@blackmudpuppy
@craken_maccraic
@chazzofsheckys
@inktober
@xeno_lith
@womensciaust

Top Tweeters in G5:
@cindynorth1
@relunrelated
@mactavish
@myglobalpac
@larsthewanderer
@jmcest
@leafwarbler
@dofaquarius
@persephinae
@artologica

Top Tweeters in G6:
@jchrispires
@circlereader
@cdbrow1
@stemsteph
@beemweeks
@nicgaston
@geotecniaonline
@showoff_ebooks
@einsteinmed
@timothy_newport

Top Tweeters in G7:
@littlepanem
@sneakyriki
@kirstymhall
@garym
@jmglatayan_
@ichnologist
@dailyrotation
@avsangelschick
@free_radical1
@terreformur

Top Tweeters in G8:
@whysharksmatter
@academicchatter
@volcanowatching
@genesisrenji
@peridotmage
@drfrances
@theagu
@bmatb
@dsoltesz
@cypher_text

Top Tweeters in G9:
@lianabrooks
@estarianne
@__stellaaaar
@dd9000
@drjudystone
@heyprofbow
@artcollisions
@petermbenglish
@thebiologistisn
@seastarbatita

Top Tweeters in G10:
@jobrodie
@zmcadler
@shiplives
@denniseckmeier
@solomonrdavid
@eurogeosciences
@3rhinomedia
@cliffordthehutt
@audubonsociety
@fryandmarshall


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