scicomm, Twitter, 9/23/2019 1:09:34 AM, 210603


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scicomm_2019-09-22_17-40-17.xlsx
scicomm_2019-09-22_17-40-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 23, 2019
Short Description:
scicomm via NodeXL http://bit.ly/30itdgY
@scicommbot
@_open_science_
@alongsidewild
@agu_scicomm
@sarahmackattack
@gaiusdivifilius
@femtech_
@likely75463987
@hovisci
@julietadvocsci

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

Description:
Description
The graph represents a network of 4,969 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 Monday, 23 September 2019 at 00:41 UTC.

The requested start date was Sunday, 22 September 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 3-day, 1-hour, 59-minute period from Wednesday, 18 September 2019 at 22:01 UTC to Sunday, 22 September 2019 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 : 4969
Unique Edges : 7201
Edges With Duplicates : 2262
Total Edges : 9463
Number of Edge Types : 3
Mentions : 8304
Tweet : 920
Replies to : 239
Self-Loops : 920
Reciprocated Vertex Pair Ratio : 0.0489309800545272
Reciprocated Edge Ratio : 0.093296853625171
Connected Components : 437
Single-Vertex Connected Components : 133
Maximum Vertices in a Connected Component : 3603
Maximum Edges in a Connected Component : 7846
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.757715
Graph Density : 0.000296119353842454
Modularity : 0.683132
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[44] https://www.gofundme.com/f/help-me-save-frogs-from-extinction
[24] https://patreon.com/MyFrogCroaked
[10] https://www.1843magazine.com/features/will-there-ever-be-a-cure-for-chronic-pain
[10] https://uniquescientists.com
[9] https://pierre-markuse.net/2019/09/17/looking-at-wildfires-and-more-an-introduction/
[8] https://twitter.com/independent/status/1174367982107189248
[7] https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2019GL083719
[7] https://twitter.com/PBSDS/status/1174067016585687041
[7] https://openlab.cern/about-us
[7] https://abcbirds.org/

Top URLs in Tweet in G1:
[8] https://uniquescientists.com
[5] https://twitter.com/PBSDS/status/1174067016585687041
[5] http://bsdb.org/advocacy/#SCDB
[4] https://thebiochemistblog.com/
[4] https://erccomics.com/comics/estrella
[3] https://byopd.org/events/2019-09-cern//
[3] https://chemforyourlife.transistor.fm/
[2] https://twitter.com/AIBS_Policy/status/1172557908007096321
[2] https://twitter.com/pkoppenburg/status/1175448666565427200
[2] https://twitter.com/mem_somerville/status/1174467400475009024

Top URLs in Tweet in G2:
[4] https://sasqua.co.za/erc-page/
[4] https://twitter.com/nopanaden/status/1175008743383293952
[3] https://www.instagram.com/p/B2oJ1qPBlSo/?igshid=11wy11hjh61ax
[3] https://sites.google.com/a/ncsu.edu/dynamic-ecosystems-landscape-lab/research/ecosystem-model-comparison
[3] https://www.youtube.com/watch?reload=9&v=QsXjMzhM0Fg&fbclid=IwAR0ImGIczsDktv7U-NpUET5cc16bSAd937Qc4cz-gZ14j0fmDSd98Ef9dWs
[3] http://blogs.nottingham.ac.uk/makingsciencepublic/2019/09/20/the-gm-gene-drive-communication-confusion/
[3] https://www.sciencegeekmel.com/post/simple-language-complex-concepts
[2] https://twitter.com/TinekeBanda/status/1174587268255899648
[2] https://www.unenvironment.org/championsofearth/news-and-stories/canadian-professor-katharine-hayhoe-named-un-champion-earth
[2] https://twitter.com/ScientistsLift/status/1174808598586843136

Top URLs in Tweet in G3:
[5] https://www.eventbrite.com/e/state-level-policy-fellowships-opportunities-progress-and-ongoing-efforts-tickets-71548875613
[5] https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2019GL083719
[4] https://www.insidehighered.com/views/2019/09/12/academe-must-develop-greater-sense-ethical-responsibility-dealing-authorship-abuse
[4] https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2019GH000200
[4] https://blogs.agu.org/sciencecommunication/2019/09/19/storytelling-basics-the-story-arc/
[4] https://www.sigmaxi.org/meetings-events/annual-meeting-and-student-research-conference/communication-coaching-program
[4] https://thirdpodfromthesun.com/2019/09/03/e21-x-rays-of-the-earths-gooey-center/
[3] https://twitter.com/YaleE360/status/1174424138615873538
[3] https://eos.org/agu-news/so-you-want-to-write-an-abstract
[3] http://www.scienceseeker.org/2019/09/does-discovery-of-water-on-habitable.html

Top URLs in Tweet in G4:
[5] https://www.stonybrook.edu/commcms/faculty-jobs/positions/faculty-librarian/current-year/Assistant-Professor-F-10067-19-08
[5] https://royalsocietypublishing.org/doi/full/10.1098/rsbl.2019.0514
[1] https://twitter.com/alongsidewild/status/1174671195905646592
[1] https://www.amazon.com/Secrets-Snakes-Science-Natural-History/dp/1623497973/ref=as_li_ss_tl?_encoding=UTF8&pd_rd_i=1623497973&pd_rd_r=2961R06X3N1MXBDABXDW&pd_rd_w=WuC5r&pd_rd_wg=FVCNW&pf_rd_p=264026fd-0599-4d35-b3d9-a7cc5219bc6d&pf_rd_r=2961R06X3N1MXBDABXDW&psc=1&refRID=S3VB17XCEFBZYX84HX3A&linkCode=sl1&tag=livinga-20&linkId=1e717150d80620ce7c0a8a3a51302e7f&language=en_US
[1] https://news.stonybrook.edu/oncampus/my-life-as-speaker-series-returns-with-science-writer-laura-helmuth/
[1] https://howwerespond.aaas.org/
[1] https://www.youtube.com/watch?v=-wCbWs5_Bic&feature=youtu.be

[1] https://vaseagrant.org/postdoc/?fbclid=IwAR1ArnRndN36yWNVTUqHZ3teykZCVkMHktau2veLKUsW20x_8Gkqu7gVU-4
[1] https://twitter.com/rafaelamissagia/status/1175079842771013635
[1] https://afstws2019.org/sessions/beyond-the-publication-science-communication-strategies-to-increase-the-impact-of-your-research/

Top URLs in Tweet in G5:
[6] https://www.ecsite.eu/conference/callTeam
[2] http://tcga.ctcr.in
[2] https://www.thehindubusinessline.com/news/science/study-paves-the-way-for-new-approach-to-boost-rice-yield/article29458193.ece
[2] https://sciteum.com/2019/09/xenon-54
[2] https://sciteum.com/2019/09/iodine-53
[1] https://vigyanprasar.gov.in/isw/Scientists-propose-Controlled-Human-Infection-Model-studie.html
[1] https://twitter.com/down2earthindia/status/1174631721590878209
[1] https://thewire.in/environment/the-himalaya-are-becoming-giant-cash-cows
[1] https://www.scisoup.com/2019/09/study-paves-way-for-new-approach-to.html
[1] https://www.sciencemag.org/news/2018/09/skeletal-stem-cells-found-humans-first-time-promising-new-treatments-fractures-and?utm

Top URLs in Tweet in G6:
[4] https://sciencewriters.ca/peopleschoice
[3] https://gulfresearchinitiative.org/grad-student-deng-investigates-how-marine-microbes-move-when-oil-is-present/
[2] https://twitter.com/cecilejanssens/status/1175023252932112385
[2] https://leshnerfellows.aaas.org/
[2] https://www.signalsblog.ca/right-turn-dont-go-breaking-my-heart-epigenetics-could-if-it-tried/
[1] https://twitter.com/GeoLatinas/status/1175007464388841474
[1] https://www.unenvironment.org/championsofearth/news-and-stories/canadian-professor-katharine-hayhoe-named-un-champion-earth
[1] https://twitter.com/pintofscienceDE/status/1175117152992600064
[1] https://twitter.com/CBCQuirks/status/1175158098467729408?s=19
[1] https://twitter.com/meg_mouat/status/1174189306287730690

Top URLs in Tweet in G7:
[7] https://abcbirds.org/
[4] https://www.youtube.com/watch?v=9bbVcAfnwk0&feature=youtu.be

[2] http://patreon.com/SkypeAScientist
[1] https://www.usajobs.gov/GetJob/ViewDetails/545393800
[1] https://www.skypeascientist.com/merch.html
[1] https://www.paypal.me/skypeascientist
[1] https://twitter.com/elle_est_quoi/status/1175065566173904896
[1] https://twitter.com/herpetALLogy/status/1174365138050269196
[1] https://www.3billionbirds.org/
[1] https://twitter.com/tasteofsciSAT/status/1175207088517201921

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=XfA-dwdo7Cc&feature=youtu.be

[2] https://www.facebook.com/cdnsciencepub/photos/?tab=album&album_id=10157668722797048&ref=page_internal
[2] http://Roddenbery.podcasts.com
[2] https://www.shabamshow.com/
[2] https://www.instagram.com/camilojulianc/
[1] http://fuzzysynapse.com/
[1] https://twitter.com/boisestategeos/status/1174474422301810688
[1] https://twitter.com/FancyScientist/status/1174298490480058371
[1] https://njwildberger.com/2015/12/02/the-alexander-horned-sphere-is-it-nonsense/
[1] https://forskarfredag.se/sok-aktiviteter/

Top URLs in Tweet in G9:
[8] https://www.1843magazine.com/features/will-there-ever-be-a-cure-for-chronic-pain
[5] https://www.quantamagazine.org/a-chemist-shines-light-on-a-surprising-prime-number-pattern-20180514/
[4] https://onlinelibrary.wiley.com/doi/abs/10.1002/bem.22220?af=R&cookieSet=1
[3] https://okt.to/QhSvLB
[3] https://okt.to/s7BCQn
[3] https://www.express.co.uk/news/science/1175764/antarctica-expedition-tangaroa-creature-ice-marine-life-southern-ocean-spt
[3] https://aciste.org/fundraiser-dinner-with-live-entertainment/
[3] https://blog.paradigm-sys.com/some-thoughts-on-living-in-illusion/
[3] https://reincarnationresearch.com/reincarnation-case-of-jean-baptiste-dalembert-co-founder-of-the-french-encyclopedie-larry-sanger-the-cofounder-of-wikipedia-the-largest-encyclopedia-in-the-world/
[3] https://www.quantamagazine.org/artificial-intelligence-takes-on-earthquake-prediction-20190919/

Top URLs in Tweet in G10:
[41] https://www.gofundme.com/f/help-me-save-frogs-from-extinction
[23] https://patreon.com/MyFrogCroaked
[1] https://twitter.com/katieggarrett/status/1175150956532719621?s=20
[1] https://twitter.com/HondurasARCC/status/1175058107266940929
[1] https://www.youtube.com/watch?v=Z_gdqcCLonM&feature=youtu.be

[1] https://twitter.com/katieggarrett/status/1175150956532719621
[1] https://twitter.com/COMPASSscicomm/status/1174410608722108416
[1] https://twitter.com/climategal84/status/1172614732664266755
[1] https://science.nasa.gov/earth-science/applied-sciences/making-space-for-earth/5-questions-with-africa-flores
[1] https://twitter.com/nicola_stvns/status/1171367254509985792

Top Domains
Top Domains in Tweet in Entire Graph:
[499] twitter.com
[71] youtube.com
[44] gofundme.com
[39] okt.to
[30] wiley.com
[26] patreon.com
[19] facebook.com
[17] quantamagazine.org
[16] instagram.com
[11] eventbrite.com

Top Domains in Tweet in G1:
[56] twitter.com
[8] uniquescientists.com
[5] bsdb.org
[4] thebiochemistblog.com
[4] erccomics.com
[3] byopd.org
[3] wiley.com
[3] okt.to
[3] youtube.com
[3] transistor.fm

Top Domains in Tweet in G2:
[63] twitter.com
[5] instagram.com
[5] youtube.com
[5] ajo.com
[4] co.za
[3] okt.to
[3] google.com
[3] ac.uk
[3] facebook.com
[3] sciencegeekmel.com

Top Domains in Tweet in G3:
[21] twitter.com
[17] wiley.com
[8] agu.org
[6] eventbrite.com
[6] thirdpodfromthesun.com
[4] insidehighered.com
[4] sigmaxi.org
[4] ow.ly
[3] eos.org
[3] scienceseeker.org

Top Domains in Tweet in G4:
[6] stonybrook.edu
[5] twitter.com
[5] royalsocietypublishing.org
[2] youtube.com
[1] amazon.com
[1] aaas.org
[1] vaseagrant.org
[1] afstws2019.org
[1] wethecurious.org
[1] elsevier.com

Top Domains in Tweet in G5:
[15] twitter.com
[7] ecsite.eu
[4] sciteum.com
[2] ctcr.in
[2] thewire.in
[2] thehindubusinessline.com
[2] res.in
[2] medium.com
[1] gov.in
[1] scisoup.com

Top Domains in Tweet in G6:
[19] twitter.com
[4] thebumblingbiochemist.com
[4] sciencewriters.ca
[3] gulfresearchinitiative.org
[3] instagram.com
[2] aaas.org
[2] signalsblog.ca
[1] unenvironment.org
[1] diversesources.org
[1] cell.com

Top Domains in Tweet in G7:
[7] abcbirds.org
[6] twitter.com
[4] youtube.com
[2] patreon.com
[1] usajobs.gov
[1] skypeascientist.com
[1] paypal.me
[1] 3billionbirds.org
[1] therevelator.org
[1] archandanth.com

Top Domains in Tweet in G8:
[46] twitter.com
[6] instagram.com
[5] wordpress.com
[5] youtube.com
[3] facebook.com
[3] thefemalescientist.com
[2] sciencemag.org
[2] omny.fm
[2] podcasts.com
[2] shabamshow.com

Top Domains in Tweet in G9:
[33] okt.to
[16] quantamagazine.org
[8] 1843magazine.com
[6] nationalgeographic.com
[6] wiley.com
[5] youtube.com
[4] co.uk
[3] blogspot.com
[3] aciste.org
[3] avaruus.fi

Top Domains in Tweet in G10:
[41] gofundme.com
[23] patreon.com
[7] twitter.com
[1] youtube.com
[1] nasa.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2599] scicomm
[360] science
[157] wisskomm
[153] makesciencegreatagain
[138] sciencetwitter
[135] wissenschaft
[132] sciencereclaimsthewww
[132] fightfakescience
[112] sciart
[99] phdchat



Top Hashtags in Tweet in G1:
[296] scicomm
[36] science
[22] rseast19
[15] yaleciencia
[14] professionaldevelopment
[14] careerexploration
[14] networking
[14] careeradvice
[12] sciencereclaimsthewww
[12] fightfakescience

Top Hashtags in Tweet in G2:
[301] scicomm
[32] science
[25] whale
[24] humpback
[24] sydney
[16] careerseminar
[15] sciencetwitter
[10] rstats
[10] pedsicu
[10] sciencemhk

Top Hashtags in Tweet in G3:
[181] scicomm
[20] climatechange
[18] phdchat
[17] sciart
[13] scisummary
[12] agupubs
[11] phdlife
[11] science
[11] sciencetwitter
[10] scipol

Top Hashtags in Tweet in G4:
[53] scicomm
[14] guesstheskull
[12] afs149
[8] fishnwild
[7] phd
[5] journalism
[5] teaching
[5] fossil
[3] sciencetwitter
[2] sciencecommunication

Top Hashtags in Tweet in G5:
[48] scicomm
[10] scicommjournalclub
[9] sciart
[9] digitaleconomy
[8] internation
[8] conference
[8] science
[8] technology
[8] information
[7] ecsite2020

Top Hashtags in Tweet in G6:
[131] scicomm
[47] womeninstem
[38] medschools
[31] sciencetwitter
[27] medstudent
[26] tweetorials
[25] twitterverse
[24] medlearn
[23] scitwitter
[23] doubledocs

Top Hashtags in Tweet in G7:
[71] scicomm
[12] conservation
[10] lovevirology
[10] womeninscience
[10] art
[9] nature
[8] tasteofsci
[7] sciencetwitter
[6] boston
[4] publicengagement

Top Hashtags in Tweet in G8:
[144] scicomm
[17] science
[10] climatestrike
[7] sciart
[7] fridaysforfuture
[5] climateaction
[5] space
[4] sciencetwitter
[4] health
[4] climatechange

Top Hashtags in Tweet in G9:
[124] scicomm
[31] itrtg
[23] openscience
[22] genomics
[22] makesciencegreatagain
[20] snrtg
[19] sciencematters
[18] edtech
[18] flockbn
[17] bblogrt

Top Hashtags in Tweet in G10:
[41] globalwarming
[39] animals
[20] scicomm
[19] climatechange
[12] climateaction
[7] humpback
[7] whale
[7] sydney
[5] rainforest
[5] chytrid

Top Words
Top Words in Tweet in Entire Graph:
[4376] Words in Sentiment List#1: Positive
[1554] Words in Sentiment List#2: Negative
[11] Words in Sentiment List#3: Angry/Violent
[119437] Non-categorized Words
[125369] Total Words
[2599] #scicomm
[719] science
[553] out
[405] new
[362] #science

Top Words in Tweet in G1:
[296] #scicomm
[63] science
[62] s
[59] out
[47] new
[46] great
[39] today
[38] thanks
[37] research
[36] excited

Top Words in Tweet in G2:
[301] #scicomm
[68] science
[49] new
[49] great
[45] today
[42] out
[41] more
[37] last
[36] time
[36] research

Top Words in Tweet in G3:
[181] #scicomm
[59] science
[35] out
[30] theagu
[29] agu_scicomm
[26] s
[25] talk
[23] m
[22] research
[22] want

Top Words in Tweet in G4:
[158] 29
[156] out
[149] alongsidewild
[148] snakes
[147] first
[147] book
[147] finally
[147] secrets
[147] chapters
[147] common

Top Words in Tweet in G5:
[60] क
[48] र
[48] #scicomm
[45] न
[41] म
[39] स
[26] य
[24] प
[24] scicomm_india
[24] session

Top Words in Tweet in G6:
[131] #scicomm
[47] #womeninstem
[38] #medschools
[31] #sciencetwitter
[29] science
[27] #medstudent
[26] #tweetorials
[25] #twitterverse
[24] #medlearn
[23] #scitwitter

Top Words in Tweet in G7:
[71] #scicomm
[65] sarahmackattack
[54] research
[52] uconnmcb
[50] lab
[48] signed
[48] paperwork
[48] assistant
[48] professor
[48] teach

Top Words in Tweet in G8:
[144] #scicomm
[19] science
[17] #science
[15] time
[14] more
[11] s
[10] out
[10] #climatestrike
[9] work
[8] first

Top Words in Tweet in G9:
[124] #scicomm
[47] g4mma
[45] primary_immune
[32] 1st
[31] #itrtg
[25] disease
[25] system
[25] t
[23] #openscience
[23] immune

Top Words in Tweet in G10:
[47] myfrogcroaked
[46] hondurasarcc
[45] received
[44] donations
[41] #globalwarming
[41] 3
[40] next
[40] days
[39] bad
[39] both

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[164] first,book
[163] book,finally
[163] finally,out
[163] out,secrets
[163] secrets,snakes
[163] snakes,29
[163] 29,chapters
[163] chapters,common
[163] common,snake
[163] snake,myths

Top Word Pairs in Tweet in G1:
[24] check,out
[20] grad,students
[18] thanks,much
[18] high,school
[17] much,highlighting
[17] highlighting,also_ascientist
[17] also_ascientist,amazing
[17] amazing,thank
[17] thank,new
[17] new,followers

Top Word Pairs in Tweet in G2:
[24] last,weekend
[24] weekend,witnessed
[24] witnessed,entangled
[24] entangled,#humpback
[24] #humpback,#whale
[24] #whale,#sydney
[24] #sydney,today
[24] today,whale
[24] whale,became
[24] became,example

Top Word Pairs in Tweet in G3:
[18] plain,language
[17] check,out
[17] language,summary
[16] science,writing
[15] good,morning
[15] morning,#scicomm
[15] #scicomm,science
[15] writing,tweeps
[15] tweeps,tomorrow
[15] tomorrow,m

Top Word Pairs in Tweet in G4:
[147] first,book
[147] book,finally
[147] finally,out
[147] out,secrets
[147] secrets,snakes
[147] snakes,29
[147] 29,chapters
[147] chapters,common
[147] common,snake
[147] snake,myths

Top Word Pairs in Tweet in G5:
[17] ड,ज
[17] ज,टल
[15] न,म
[14] क,स
[13] द,न
[13] न,क
[12] session,idea
[11] टल,इक
[11] इक,न
[11] ekogaia,eategrity_sonia

Top Word Pairs in Tweet in G6:
[27] #sciencetwitter,#medstudent
[26] #medstudent,#tweetorials
[24] #tweetorials,#medschools
[24] #medschools,#twitterverse
[24] #twitterverse,#medlearn
[23] #medlearn,#scicomm
[23] #scicomm,#scitwitter
[23] #scitwitter,#doubledocs
[23] #doubledocs,#advice
[17] #education,#edutwitter

Top Word Pairs in Tweet in G7:
[48] signed,paperwork
[48] paperwork,assistant
[48] assistant,research
[48] research,professor
[48] professor,uconnmcb
[48] uconnmcb,lab
[48] lab,teach
[47] sarahmackattack,signed
[10] hey,#lovevirology
[10] #lovevirology,followers

Top Word Pairs in Tweet in G8:
[7] #scicomm,#science
[5] #fridaysforfuture,#climatestrike
[4] check,out
[4] #climatestrike,#climateaction
[3] few,days
[3] #scicomm,#space
[3] science,outreach
[3] #science,#scicomm
[3] #climateaction,#scicomm
[3] first,time

Top Word Pairs in Tweet in G9:
[23] immune,system
[16] crawl,neutrophils
[16] neutrophils,part
[16] part,innate
[16] innate,immune
[16] system,1st
[16] 1st,line
[16] line,defense
[16] defense,invading
[16] invading,microbes

Top Word Pairs in Tweet in G10:
[44] donations,received
[40] received,next
[40] next,3
[40] 3,days
[39] #globalwarming,bad
[39] bad,both
[39] both,people
[39] people,#animals
[39] #animals,donations
[38] hondurasarcc,#globalwarming

Top Replied-To
Top Replied-To in Entire Graph:
@youtube
@iubmb
@kenn_qbe
@sarahmackattack
@imlipsa
@samfrowe
@khefferon
@mitrasiuli
@gaiusdivifilius
@drew_lab

Top Replied-To in G1:
@alihalajian
@eoloson
@jadmhalabi
@iamscicomm
@thomascdix
@clgood
@drvickip
@chris_l_drozd
@glo_myworld
@sophtalkssci

Top Replied-To in G2:
@fairlambmax
@eastcarolina
@jimhandman

Top Replied-To in G3:
@youtube
@drew_lab
@gaiusdivifilius
@jayeperview
@brandily
@mermaid_chemist
@ctoradio
@agu_scicomm
@megerringer
@stomtong

Top Replied-To in G4:
@dave_hone
@mike_falkowski
@miketreglia
@lydaastrove
@lfinnegal
@alongsidewild

Top Replied-To in G5:
@kenn_qbe
@imlipsa
@mitrasiuli
@khefferon
@scisoup
@scicomm_india
@hinalateef
@stacymalkan
@ekogaia
@samfrowe

Top Replied-To in G6:
@iubmb
@acgme
@catalystinc
@barrywehmiller
@cornellaep
@samfrowe
@signalsblogs
@ahmed_hbabiker
@christy_avery
@harryfjenkins

Top Replied-To in G7:
@sarahmackattack
@brooke2cents
@paleophile
@sconc
@draubreytauer
@gserratomarks
@samfrowe
@badlandbison
@jayeperview
@snailix_phl

Top Replied-To in G9:
@whaerty

Top Mentioned
Top Mentioned in Entire Graph:
@alongsidewild
@sarahmackattack
@hovisci
@uconnmcb
@g4mma
@hondurasarcc
@primary_immune
@myfrogcroaked
@_atanas_
@agu_scicomm

Top Mentioned in G1:
@rlbouquet
@also_ascientist
@dremilysklein
@alexcr_1
@saastadebates
@insectsaremetal
@aliceak15
@annemhartwell
@chabis_ch
@geosociety

Top Mentioned in G2:
@vanessapirotta
@lscdsuoft
@pedcritcaremed
@tgtaphouse
@ks_sci
@samillingworth
@sunsetzoo
@sapnakmd
@fao
@mikeelliotthull

Top Mentioned in G3:
@theagu
@agu_scicomm
@suresh_arvind
@paulhbeckwith
@iag2u
@grist
@allanmargolin
@realdonaldtrump
@yalee360
@chinauncensored

Top Mentioned in G4:
@alongsidewild
@yara_haridy
@aldacenter
@caseagrant
@afs_scicomm
@stonybrooku
@amfisheriessoc
@judeisabella
@alanalda
@scripps_ocean

Top Mentioned in G5:
@scicomm_india
@sshrivastri
@c
@nipgrsocial
@scicomm
@eategrity_sonia
@jodikoberinski
@nick_saik
@resourceful1942
@reddick_louis

Top Mentioned in G6:
@prasannatadi
@somedocs
@biochem_bri
@aaas
@dna_rna_uni
@_scicomm
@montclarelabs
@iubmb
@academicchatter
@geolatinas

Top Mentioned in G7:
@sarahmackattack
@uconnmcb
@bennubirdy
@abcbirds
@skypescientist
@rrhonce
@marspidermonkey
@tasteofscibos
@neciadelnorte
@alhendiify

Top Mentioned in G8:
@marcal_arumi
@matt_nurse
@futurumcareers
@camilo_julianc

Top Mentioned in G9:
@g4mma
@primary_immune
@earlhaminst
@quantamagazine
@norwichscifest
@lyzamaron
@isgpforum
@sharerussharing
@archaeorpg
@uniofeastanglia

Top Mentioned in G10:
@myfrogcroaked
@hondurasarcc
@amandaconssci
@vanessapirotta
@katieggarrett
@alongsidewild
@lawrencefriedl
@africa_science
@bzgeo
@nasaearth

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@cowboyscifibot
@kat4obama
@ericdemarylebon
@chidambara09
@gallimaufrey777
@wildwalkerwoman
@ryotahaga
@xandaolp
@eddarrell

Top Tweeters in G1:
@gallimaufrey777
@eddarrell
@trekkiegemini
@katelaity
@olumideidowu
@nytimes
@nbcbayarea
@vievararosel
@cybersec_feeds
@drmrfrancis

Top Tweeters in G2:
@wildwalkerwoman
@wwf
@guardian
@calcaware
@bar_zie
@18diannem
@caring_mobile
@grattongirl
@danielbrasilia
@drshahrul80

Top Tweeters in G3:
@cnn
@yahoonews
@academicchatter
@npr
@buzzfeednews
@qz
@cnnpolitics
@arstechnica
@weatherchannel
@_oldmandownther

Top Tweeters in G4:
@ryotahaga
@lizditz
@frecklesxx20
@sampleatl
@neolithicsheep
@washingtonpost
@zebrafinch
@titis_erenoa
@whysharksmatter
@nigeblue

Top Tweeters in G5:
@positivelyjoan
@kavn
@slackhq
@truthtotweet
@deccanherald
@kenn_qbe
@jodikoberinski
@google
@silviaalatra
@notogmos

Top Tweeters in G6:
@alisonborealis
@shafoosky
@femtech_
@jongoofel
@ftnbhrzlhnf
@methos2010
@mohdalaqeili
@biorxivpreprint
@snowhydro
@sivarocks

Top Tweeters in G7:
@girlyratfish
@crawlieswithcri
@artcollisions
@emoontx
@war_kittens
@paleophile
@jaz10141
@birder_katie
@hnturtledove
@markowenmartin

Top Tweeters in G8:
@arclight
@mtmdphd
@davidmanly
@monkeyminion
@geotecniaonline
@colinjcarlson
@peterdedmonds
@kirkwoodlab
@sciencenotscary
@wakehamamr

Top Tweeters in G9:
@chidambara09
@ronaldclarke
@pfanderson
@sharerussharing
@snrtg
@bblogrt
@slagofftwits
@speakeasybootle
@khanimambobar
@rockpapermoon

Top Tweeters in G10:
@mr_spock
@dawnroseturner
@fittontom
@loveisbrilliant
@treesofforrest
@evelittlepage
@lenkaanna7
@chrismaslanka
@mmmukalla
@lupemohawk


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