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scicomm_2017-11-14_03-09-48.xlsx
scicomm_2017-11-14_03-09-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2017
Short Description:
scicomm via NodeXL http://bit.ly/2zV9WFj
@_open_science_
@iamscicomm
@slhdc
@drummerboy2112
@thepurplelilac
@microckscopica
@katitarian

Description:
Description
The graph represents a network of 3,622 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 Tuesday, 14 November 2017 at 11:11 UTC.

The requested start date was Tuesday, 14 November 2017 at 01:01 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, 23-hour, 14-minute period from Friday, 10 November 2017 at 18:16 UTC to Monday, 13 November 2017 at 17:30 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 : 3622
Unique Edges : 5731
Edges With Duplicates : 1706
Total Edges : 7437
Self-Loops : 857
Reciprocated Vertex Pair Ratio : 0.0346490444722272
Reciprocated Edge Ratio : 0.0669773865009494
Connected Components : 189
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 3095
Maximum Edges in a Connected Component : 6722
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.18027
Graph Density : 0.000441699144096397
Modularity : 0.65479
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[44] https://grants.nih.gov/grants/guide/notice-files/NOT-NS-18-014.html
[29] http://www.dana.org/Publications/Explaining/
[28] http://dana.org/uploadedFiles/Pdfs/Nevins-Explaining-Spanish.pdf
[16] https://echorivera.com/blog/9myths
[15] https://twitter.com/laminda/status/929139566249947136
[15] https://careers-royalsociety.icims.com/jobs/1097/public-engagement-intern/job?utm_source=hootsuite&utm_medium=social&utm_campaign=standard
[12] https://twitter.com/drandrewthaler/status/928841131567337478
[12] http://senseaboutscience.org/activities/public-engagement-guide/
[12] https://docs.google.com/forms/d/e/1FAIpQLSdliy2hbiNmBQetqLbOK1pFGG48Iv-IVNuUvhiFi-uJPdAp2w/viewform?usp=send_form
[10] https://biotweep.wordpress.com/2017/11/12/131117-brittanylasseigne/

Top URLs in Tweet in G1:
[14] https://echorivera.com/blog/9myths
[8] https://lee-phillips.org/nye/
[7] https://twitter.com/expeditionlog/status/928904938817835009
[7] https://twitter.com/drandrewthaler/status/928841131567337478
[7] https://biologeeks.blog/2017/11/10/the-elixir-of-life-could-just-be-red-wine/
[6] https://twitter.com/DrAndrewThaler/status/928841131567337478
[6] https://www.facebook.com/groups/CreativeResearchCommNetwork/
[5] https://www.echorivera.com/c2ss
[5] http://thenode.biologists.com/advocacy/outreach/#SCDB
[5] https://twitter.com/DrosAfrica/status/929393621765378049

Top URLs in Tweet in G2:
[7] http://amsci.sigmaxi.org/shuttle.php?dest=node/37
[3] https://twitter.com/elysethegeek/status/929817887614914565
[3] http://www.blogs.hss.ed.ac.uk/pubs-and-publications/2016/09/16/shitty-draft-becomes-ball-chain/?utm_content=bufferca596&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/929420046832517120
[1] https://twitter.com/i/web/status/929047125207408640
[1] https://twitter.com/i/web/status/929048454503972864
[1] https://twitter.com/i/web/status/929043461356920833
[1] https://twitter.com/i/web/status/929081958335881216
[1] https://twitter.com/i/web/status/929089441523679232
[1] https://twitter.com/i/web/status/929089962741456896

Top URLs in Tweet in G3:
[2] http://www.sciencealert.com/most-important-choice-you-can-make-neuroscientist-decision-making-research-study?utm_content=buffer9a10c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.universityaffairs.ca/career-advice/beyond-the-professoriate/need-transparent-career-outcomes/
[1] https://twitter.com/i/web/status/928430042107047936
[1] https://twitter.com/i/web/status/930094615243382784
[1] https://twitter.com/i/web/status/929618601362862082
[1] https://twitter.com/glia_gal_aaa/status/929355091760513024
[1] https://twitter.com/i/web/status/855940394848276481
[1] http://chattyscientist.com/blog/stem-ambassadors-3-things-you-should-know?utm_sq=fksachk7ga
[1] https://plebeianscience.wordpress.com/2017/11/12/monkey-see-monkey-do-the-mirror-neuron-system/
[1] https://twitter.com/i/web/status/929753232225767424

Top URLs in Tweet in G4:
[14] https://twitter.com/laminda/status/929139566249947136
[9] https://biotweep.wordpress.com/2017/11/12/131117-brittanylasseigne/
[7] http://rsos.royalsocietypublishing.org/content/4/11/171371
[6] https://www.insidehighered.com/blogs/gradhacker/communicating-research-general-audience?utm_source=Inside%20Higher%20Ed&utm_campaign=95ba48b934-DNU20171106&utm_medium=email&utm_term=0_1fcbc04421-95ba48b934-197545053&mc_cid=95ba48b934&mc_eid=d15aef5db4
[3] https://twitter.com/pintofscienceAU/status/929545183015796736
[3] https://twitter.com/m_gatta/status/929326285247188992
[2] https://twitter.com/DaniRabaiotti/status/928617040415424513
[2] https://blogs.agu.org/sciencecommunication/2017/11/06/talkclimatenow-conversations-climate-change/
[2] https://register.gotowebinar.com/register/7353607820089895682
[2] http://crastina.se/events/event_list/

Top URLs in Tweet in G5:
[3] http://bigthink.com/robby-berman/23-reasons-to-follow-the-myonesciencetweet-hashtag-on-twitter
[2] https://www.youtube.com/watch?v=2liuTtwIQ4c&utm_content=bufferd3307&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.instagram.com/p/BbVHoQylrOk/
[1] https://www.wired.com/story/sagan-old-interview/?mbid=social_twitter_onsiteshare
[1] https://twitter.com/i/web/status/794173517050839040
[1] https://twitter.com/i/web/status/928618851151106048
[1] https://twitter.com/i/web/status/915023848684142592
[1] https://twitter.com/Fossilcrox/status/929824608353583104
[1] http://crastina.se/events/event_list/
[1] https://twitter.com/i/moments/929378210776797184

Top URLs in Tweet in G6:
[4] http://www.latimes.com/science/sciencenow/la-sci-sn-news-coverage-matters-20171109-story.html
[3] https://twitter.com/scishow/status/929120657597784065
[2] http://scicomm.dudaone.com/group-vocalizations-in-bats-teach-pups-their-local-dialect
[2] https://twitter.com/_youhadonejob1/status/929477962486943754
[1] https://twitter.com/i/web/status/929356389578919936
[1] https://twitter.com/i/web/status/929057319127830528
[1] https://twitter.com/i/web/status/929829616415596544
[1] https://twitter.com/DavidBrin/status/929519840871686144
[1] https://twitter.com/Haliotis94/status/929488121938501632
[1] https://twitter.com/i/web/status/929061532045938688

Top URLs in Tweet in G7:
[3] https://www.youtube.com/watch?v=qJ0O6j0LgZE&feature=youtu.be
[3] https://medium.com/@AngieNmnh/discussing-academicsh-in-our-post-weinstein-world-74d7fd7c0e74
[2] https://twitter.com/SciCommTO/status/929076118375817217
[2] https://twitter.com/BetterKnowaFish/status/929886277268250624
[1] https://twitter.com/i/web/status/929520386206773248
[1] https://twitter.com/i/web/status/929046694079102976
[1] https://twitter.com/i/web/status/929721401556242433
[1] https://twitter.com/i/web/status/929798336932139008
[1] https://twitter.com/i/web/status/929801243161251841
[1] https://twitter.com/i/web/status/929038010095689728

Top URLs in Tweet in G8:
[3] https://twitter.com/drharshvardhan/status/928917072721014784
[2] http://www.kstatecollegian.com/2017/11/09/science-communication-week-brings-big-ideas-research-to-k-state/
[2] https://twitter.com/ksenapathy/status/927533819112181761
[2] https://www.amstat.org/ASA/Your-Career/ASA-AAAS-Mass-Media-Fellowship.aspx
[2] http://flip.it/0R6M8R
[1] https://twitter.com/i/web/status/929794395339182080
[1] https://twitter.com/i/web/status/929814656163729410
[1] https://twitter.com/i/web/status/929854500998975488
[1] https://twitter.com/i/web/status/929740189303541760
[1] https://twitter.com/i/web/status/929542374996488193

Top URLs in Tweet in G9:
[7] http://bioweb.ie/amphibians-in-neverland/
[6] https://lumcon.edu/oceandotcomm/
[1] https://twitter.com/i/web/status/930074044057075712
[1] https://twitter.com/i/web/status/929240156804018176
[1] https://twitter.com/i/web/status/929240804262010880
[1] https://twitter.com/mkhoff/status/929394292745035777
[1] https://twitter.com/i/web/status/929878447068811264
[1] http://fb.me/JFQipSgh
[1] https://twitter.com/i/web/status/928980505525026816
[1] https://twitter.com/i/web/status/929175646160355329

Top URLs in Tweet in G10:
[9] https://twitter.com/famelab/status/929025383181234178
[3] https://twitter.com/uthealthbiomed/status/929058643378606082
[3] http://gsbs.uthscsa.edu/blog/paparazzi-calling-communicating-your-discoveries-to-the-media?utm_content=buffera03c5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://twitter.com/eduard_schmidt/status/925312151354560512
[2] https://www.youtube.com/watch?v=5YHJrrDl58w&feature=youtu.be
[2] https://www.5minofscience.com/home/2017/11/3/tips-for-academics-how-to-write-a-scientific-blog-post
[1] https://www.5minofscience.com/home/2017/11/9/tips-for-academics-why-use-twitter
[1] https://twitter.com/mindinclined/status/929105752249085952
[1] https://twitter.com/i/web/status/929373009164595201
[1] https://twitter.com/i/web/status/929390996474888192

Top Domains
Top Domains in Tweet in Entire Graph:
[1179] twitter.com
[60] dana.org
[49] youtube.com
[49] nih.gov
[34] wordpress.com
[33] echorivera.com
[27] co.uk
[23] ac.uk
[20] google.com
[20] noetic.org

Top Domains in Tweet in G1:
[380] twitter.com
[31] echorivera.com
[19] youtube.com
[11] wordpress.com
[8] dana.org
[8] chattyscientist.com
[8] eurekalert.org
[8] paper.li
[8] lee-phillips.org
[7] biologeeks.blog

Top Domains in Tweet in G2:
[65] twitter.com
[7] sigmaxi.org
[3] ac.uk
[1] sciviz.nyc
[1] latimes.com
[1] wordpress.com
[1] confex.com
[1] theguardian.com
[1] crwd.fr
[1] echorivera.com

Top Domains in Tweet in G3:
[7] twitter.com
[2] sciencealert.com
[2] universityaffairs.ca
[1] chattyscientist.com
[1] wordpress.com
[1] bit.ly

Top Domains in Tweet in G4:
[92] twitter.com
[9] wordpress.com
[7] royalsocietypublishing.org
[6] insidehighered.com
[3] agu.org
[2] youtube.com
[2] gotowebinar.com
[2] crastina.se
[2] reddit.com
[2] scienceseeker.org

Top Domains in Tweet in G5:
[13] twitter.com
[3] bigthink.com
[2] youtube.com
[2] instagram.com
[1] wired.com
[1] crastina.se
[1] echorivera.com

Top Domains in Tweet in G6:
[26] twitter.com
[4] latimes.com
[2] dudaone.com

Top Domains in Tweet in G7:
[29] twitter.com
[4] youtube.com
[3] medium.com
[1] nih.gov

Top Domains in Tweet in G8:
[33] twitter.com
[2] kstatecollegian.com
[2] amstat.org
[2] flip.it
[1] splasho.com
[1] toi.in
[1] themercury.com

Top Domains in Tweet in G9:
[13] twitter.com
[7] bioweb.ie
[6] lumcon.edu
[1] fb.me
[1] co.uk
[1] cbc.ca

Top Domains in Tweet in G10:
[38] twitter.com
[3] 5minofscience.com
[3] uthscsa.edu
[2] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2453] scicomm
[236] science
[232] sfn17
[146] sciart
[111] stem
[94] geology
[55] citizenscience
[52] climatechange
[47] conservation
[43] phdchat



Top Hashtags in Tweet in G1:
[899] scicomm
[183] sfn17
[89] science
[42] sciart
[31] stem
[23] sfnscicomm
[22] climatechange
[21] phdchat
[17] phdlife
[14] 280characters

Top Hashtags in Tweet in G2:
[70] scicomm
[47] sciart
[10] 1000stemwomen
[9] womeninstem
[8] science
[8] picture
[8] communication
[8] web
[8] print
[5] stem

Top Hashtags in Tweet in G3:
[225] scicomm
[4] phd
[4] stemday
[4] 3d
[4] animation
[4] sciart
[2] ismte2017
[2] scicommweek
[2] ubc
[2] biology

Top Hashtags in Tweet in G4:
[161] scicomm
[21] periscope
[16] science
[16] vacancy
[14] astro
[14] job
[14] underratedungulate
[11] sciart
[10] btcon18
[10] sciengage

Top Hashtags in Tweet in G5:
[54] scicomm
[15] myonesciencetweet
[13] edtech
[13] biotech
[13] amoebasisters
[6] fluorescent
[6] chemistry
[5] peerreview
[4] scichat
[4] academic

Top Hashtags in Tweet in G6:
[40] scicomm
[26] birdglamour
[17] conservation
[14] harcc
[14] frog
[7] cougarornot
[4] underratedungulate
[3] scientists
[3] ff
[3] sundaymorning

Top Hashtags in Tweet in G7:
[87] scicomm
[20] science
[16] makechange2017
[9] crochet
[7] makechangeto
[6] skateboard
[4] kstate
[4] students
[4] innovation
[4] entrepreneurship

Top Hashtags in Tweet in G8:
[49] scicomm
[36] citizenscience
[20] knowledgeparadox
[16] aplu2017
[8] sciencecommunication
[5] sacklerscicomm
[4] science
[4] sfn2017
[3] extension
[3] landgrantmission

Top Hashtags in Tweet in G9:
[17] scicomm
[7] amphibians
[6] odotcomm18
[6] newts
[4] bonefish
[4] tarpon
[4] permit
[4] stem
[3] conservation
[3] scioutreach

Top Hashtags in Tweet in G10:
[77] scicomm
[74] geology
[41] stem
[35] minerals
[32] colors
[19] rocks
[13] weekend
[13] agate
[10] science
[10] fridayfeeling

Top Words
Top Words in Tweet in Entire Graph:
[3716] Words in Sentiment List#1: Positive
[942] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[93798] Non-categorized Words
[98456] Total Words
[2531] scicomm
[980] science
[897] s
[687] sketch
[503] right

Top Words in Tweet in G1:
[905] scicomm
[373] science
[184] sfn17
[107] out
[99] more
[95] great
[80] s
[77] gt
[75] scientists
[68] research

Top Words in Tweet in G2:
[618] s
[614] sketch
[392] iamscicomm
[309] right
[308] crick
[307] darwin
[306] evolution
[306] left
[306] francis
[306] structure

Top Words in Tweet in G3:
[225] scicomm
[198] perennial
[198] rec
[198] talking
[198] climate
[198] projections
[198] 2050
[198] 2100
[198] etc
[198] sound

Top Words in Tweet in G4:
[162] scicomm
[83] science
[50] here
[42] out
[40] biotweeps
[39] awesome
[38] research
[37] iamscicomm
[33] new
[33] looking

Top Words in Tweet in G5:
[131] right
[129] under
[128] uv
[128] light
[127] left
[126] drummerboy2112
[125] things
[122] fluorescence
[122] everyday
[122] black

Top Words in Tweet in G6:
[58] scicomm
[52] lark
[41] now
[32] tonight
[30] things
[26] sparrow
[26] birdglamour
[26] tips
[26] walking
[26] hopping

Top Words in Tweet in G7:
[90] scicomm
[40] science
[33] heysciencesam
[28] timtomch
[27] problem
[26] thepurplelilac
[20] check
[20] 2
[19] event
[19] makefriendsto

Top Words in Tweet in G8:
[49] scicomm
[36] citizenscience
[30] science
[23] more
[22] engaging
[21] scientists
[20] knowledgeparadox
[17] jyotishi1
[17] knowledge
[16] universities

Top Words in Tweet in G9:
[49] sesync
[29] science
[25] job
[25] opportunity
[25] looking
[25] experienced
[25] communicator
[25] writer
[25] interested
[25] environmental

Top Words in Tweet in G10:
[77] scicomm
[74] geology
[69] microckscopica
[41] stem
[35] minerals
[32] colors
[24] basalt
[21] filling
[21] zeolites
[21] italian

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[466] left,right
[342] darwin,s
[342] s,evolution
[342] evolution,sketch
[342] sketch,left
[342] right,francis
[342] francis,crick
[342] crick,s
[342] s,sketch
[342] sketch,structure

Top Word Pairs in Tweet in G1:
[41] sfn17,scicomm
[39] check,out
[37] social,media
[37] gt,gt
[36] science,communication
[25] science,scicomm
[23] scicomm,sfn17
[21] geneticexpns,science
[18] don,t
[17] media,scicomm

Top Word Pairs in Tweet in G2:
[306] darwin,s
[306] s,evolution
[306] evolution,sketch
[306] sketch,left
[306] left,right
[306] right,francis
[306] francis,crick
[306] crick,s
[306] s,sketch
[306] sketch,structure

Top Word Pairs in Tweet in G3:
[198] perennial,scicomm
[198] scicomm,rec
[198] rec,talking
[198] talking,climate
[198] climate,projections
[198] projections,2050
[198] 2050,2100
[198] 2100,etc
[198] etc,sound
[198] sound,really

Top Word Pairs in Tweet in G4:
[21] two,awesome
[21] awesome,marine
[21] marine,biologists
[21] biologists,playing
[21] playing,chess
[21] chess,emojis
[21] emojis,popping
[21] popping,out
[21] out,facts
[21] facts,ocean

Top Word Pairs in Tweet in G5:
[128] under,uv
[127] left,right
[122] fluorescence,everyday
[122] everyday,things
[122] things,left
[122] right,under
[122] uv,black
[122] black,light
[122] light,olive
[122] olive,oil

Top Word Pairs in Tweet in G6:
[26] lark,sparrow
[26] sparrow,birdglamour
[26] birdglamour,tips
[26] tips,walking
[26] walking,hopping
[26] hopping,fields
[26] fields,bold
[26] bold,now
[26] now,wintering
[26] wintering,mexico

Top Word Pairs in Tweet in G7:
[19] scicomm,event
[17] check,out
[16] makechange2017,makefriendsto
[14] scicommto,makechange2017
[13] problem,1
[13] 1,scicomm
[13] scicomm,lack
[13] lack,diversity
[13] diversity,problem
[13] problem,2

Top Word Pairs in Tweet in G8:
[16] universities,engaging
[16] engaging,more
[16] more,meaningfully
[16] meaningfully,society
[16] society,co
[16] co,create
[16] create,diffuse
[16] diffuse,knowledge
[16] knowledge,through
[16] through,citizenscience

Top Word Pairs in Tweet in G9:
[25] job,opportunity
[25] opportunity,sesync
[25] sesync,looking
[25] looking,experienced
[25] experienced,science
[25] science,communicator
[25] communicator,writer
[25] writer,interested
[25] interested,environmental
[24] sesync,job

Top Word Pairs in Tweet in G10:
[34] scicomm,geology
[34] geology,minerals
[32] minerals,colors
[32] colors,geology
[32] geology,stem
[21] basalt,italian
[21] italian,prealps
[21] prealps,scicomm
[13] geological,weekend
[11] chalcedony,agate

Top Replied-To
Top Replied-To in Entire Graph:
@latinxscientist
@scicomm_tay
@drsidmukherjee
@rickborchelt
@edyong209
@fromthelabbench
@iamscicomm
@bookriot
@ehmee
@dozenoaks

Top Replied-To in G1:
@drsidmukherjee
@edyong209
@fromthelabbench
@torreytruszko
@rickborchelt
@scicurious
@jyotishi1
@kstatevpr
@hankgreen
@tiffanylohwater

Top Replied-To in G2:
@iamscicomm
@pictureasportal
@cpelvcu
@ptrlbdv
@abiogenesister
@dana_fdn
@bridgetmcgann
@margagual
@evophd
@gfaghe

Top Replied-To in G4:
@latinxscientist
@bookriot
@scicomm_tay
@agu_scicomm
@ngil92
@aerin_j
@prprc
@chrissyteigen
@realscientists
@debunkdenialism

Top Replied-To in G5:
@dozenoaks

Top Replied-To in G6:
@nonojojo
@annieroth_atsea
@danirabaiotti
@eye4msu
@beckoftheyukon
@snbbloopers
@abbyhoward

Top Replied-To in G7:
@lisampmunoz
@rickborchelt
@thechattysci
@sciencemarchic
@heysciencesam
@angienmnh
@cylitaguy
@timtomch

Top Replied-To in G8:
@howardgobstein
@oliver_franks
@jesskeeptalking
@jyotishi1

Top Replied-To in G9:
@drportiaflow
@nancy_baron

Top Mentioned
Top Mentioned in Entire Graph:
@iamscicomm
@slhdc
@drummerboy2112
@microckscopica
@geneticexpns
@hafa83
@sigmaxisociety
@drsherrypagoto
@dana_fdn
@_astro_nerd_

Top Mentioned in G1:
@geneticexpns
@iamscicomm
@laurahelmuth
@lizneeley
@sfntweets
@drsidmukherjee
@edyong209
@echoechor
@thechattysci
@tiffanylohwater

Top Mentioned in G2:
@iamscicomm
@inserm
@verified
@gfaghe
@paleophile
@drrambio
@scicomm_hub
@jvcdelaney
@pictureasportal
@erichjarvis

Top Mentioned in G3:
@slhdc
@journal_edit
@geneticcuckoo
@iamscicomm
@rutgers_newark
@gradblogger
@mcdonaldmedart
@scicommmonday
@mediomix
@altmetric

Top Mentioned in G4:
@iamscicomm
@scicommmonday
@_astro_nerd_
@biotweeps
@agu_scicomm
@scishow
@point_mutation
@scifri
@stevedudley_
@m_gatta

Top Mentioned in G5:
@drummerboy2112
@amoebasisters
@iamscicomm
@pluto_network
@bigthink
@joachimgoedhart
@garym
@constababble
@phdcomics
@stemininevlog

Top Mentioned in G6:
@lisavipes
@alongsidewild
@aerin_j
@megcollins815
@myfrogcroaked
@drskyskull
@martijnpeters_
@drmichellelarue
@iamscicomm
@m_davis8802

Top Mentioned in G7:
@heysciencesam
@timtomch
@thepurplelilac
@makefriendsto
@ks_sci
@scicommto
@kstate
@superwomensci
@arrowcoffeeco
@cordonpurcell

Top Mentioned in G8:
@jyotishi1
@brookesimler
@scipolguy
@scheufele
@aaas
@smr32
@howardgobstein
@scistarter
@_scicomm
@lifeatpurdue

Top Mentioned in G9:
@sesync
@libererofellows
@bioweb_ie
@stevoallain
@tarbone
@drcraigmc
@nancy_baron
@fishforward
@ensiamedia
@sjc_fishy

Top Mentioned in G10:
@microckscopica
@katie_wbrown
@marmirossi
@uthealthbiomed
@katintheadage
@jlloydster
@uottawa
@drlessard
@5minofscience
@gbplucinska

Top Tweeters
Top Tweeters in Entire Graph:
@dannyshooknews
@charsfavorite
@roomeezon
@alevergara78
@ehfoundation237
@chuddles11
@fredkiesche
@delta
@s9tmt
@haikuvikinggal

Top Tweeters in G1:
@delta
@irishtimes
@washingtonpost
@cocacola
@yvesmulkers
@nebula63
@trumpvsscience
@jgombita
@neuroparamedic
@edyong209

Top Tweeters in G2:
@alevergara78
@danielocl
@kellierosewick
@lablanchfanny
@takethatdarwin
@theatlantic
@temptoetiam
@drmel_t
@detectprst21
@cassandra17lina

Top Tweeters in G3:
@eloycam2012
@sydnets
@neolithicsheep
@jentromans
@ken_crichlow
@nothingsmonstrd
@cangal_39
@rbstalin
@greatdismal
@smc752

Top Tweeters in G4:
@guardian
@ilovaussiesheps
@heckphilly
@realscientists
@davidbflower
@pennytindall
@jchrispires
@miguelmcminn
@myglobalpac
@maelorin

Top Tweeters in G5:
@mhall55nine
@tbaldwin510b
@nuclear94
@natricer
@danielalippke
@thetobbierts
@yanstv
@nikkielizdemere
@wired
@opendatamonkey

Top Tweeters in G6:
@mrmurder37
@sampleatl
@drskyskull
@datadivajf
@johnjonny1
@flaminganvil
@snbbloopers
@robbychu
@die_primel
@nanettehb

Top Tweeters in G7:
@charsfavorite
@roomeezon
@cultiv8hope
@kimbershook
@mcmsharksxx
@mtechman
@jsundmanus
@vickyyyf
@bumblebike
@natgeo

Top Tweeters in G8:
@cilerdursun
@ddimick
@kirkenglehardt
@lifeatpurdue
@ubc
@coopsciscoop
@kvalsan
@haub_ksu
@kstatecollegian
@khoney

Top Tweeters in G9:
@craken_maccraic
@chasingray
@keithbaldrey
@asihcopeia
@gilhuss
@the_wrangler
@ensiamedia
@ehekkala
@cbcquirks
@drcraigmc

Top Tweeters in G10:
@dannyshooknews
@jo_barnes
@segmentis
@arswkissing
@ii_y555
@kasafc
@danielar69
@femoraleshells
@spacemamamaya
@mlittlec