scicomm, Twitter, 11/5/2019 1:08:33 AM, 215298


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scicomm_2019-11-04_16-40-17.xlsx
scicomm_2019-11-04_16-40-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 05, 2019
Short Description:
scicomm via NodeXL http://bit.ly/33iLvg6
@scicommbot
@_open_science_
@crackedscience
@beccacalisi
@caulfieldtim
@deepgreendesign
@drjenchen4kids
@iamscicomm
@academicchatter
@jhowardbrainmd

Top hashtags:
#scicomm
#science
#2019sacnas
#sciart
#r1
#stem
#sciencetwitter

Description:
Description
The graph represents a network of 4,708 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, 05 November 2019 at 00:41 UTC.

The requested start date was Sunday, 03 November 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, 23-hour, 44-minute period from Thursday, 31 October 2019 at 00:16 UTC to Sunday, 03 November 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 : 4708
Unique Edges : 7307
Edges With Duplicates : 2314
Total Edges : 9621
Number of Edge Types : 3
Mentions : 8548
Tweet : 845
Replies to : 228
Self-Loops : 845
Reciprocated Vertex Pair Ratio : 0.0567247386759582
Reciprocated Edge Ratio : 0.107359535742548
Connected Components : 436
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 3330
Maximum Edges in a Connected Component : 8000
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.755724
Graph Density : 0.000342139430075671
Modularity : 0.679056
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,708 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, 05 November 2019 at 00:41 UTC.

The requested start date was Sunday, 03 November 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, 23-hour, 44-minute period from Thursday, 31 October 2019 at 00:16 UTC to Sunday, 03 November 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".

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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[17] http://artysci.co.uk
[13] https://twitter.com/LokiVolcano/status/1189997378989953026
[12] http://innovationstories.se
[9] https://rsc.org/campaigns/m/lc/lc150571/prizes-awards-education/
[8] http://www.richardsomerville.com/
[7] https://sites.psu.edu/microbialmysteries
[7] https://shenovafashion.com/collections/dresses/products/rosalind-franklin-dress
[6] https://erc.europa.eu/news-events/magazine/scicomm-museums-%E2%80%93-make-it-work-you
[6] https://www.kion546.com/news/meet-the-monterey-bay-aquarium-s-social-media-team/1137778157
[6] https://twitter.com/moefeliu/status/1190682482057732096

Top URLs in Tweet in G1:
[13] https://twitter.com/LokiVolcano/status/1189997378989953026
[5] https://qualiacomputing.com/2019/11/01/three-interesting-math-problems-to-work-on-while-on-lsd/
[4] https://www.twitch.tv/archaeorpg
[4] https://www.strangerdimensions.com/2019/10/31/can-ghosts-speak-alexa/
[3] https://ruickbie.com/2019/11/01/15th-anniversary-of-witchcraft-out-of-the-shadows/
[3] https://thesearchforlifeafterdeath.com/2017/10/22/terminal-lucidity-reveals-mysteries-about-consciousness/
[3] https://www.jobs-kenya.com/jobs/medical-healthcare/psi-research-advisor-anglophone-africa-job-in-nairobi-kenya-25083/
[3] https://www.youtube.com/watch?v=2M1DJTdN7dw&feature=youtu.be

[3] https://twitter.com/CushmanFdn/status/1190027355743543298
[3] https://twitter.com/bremen_de/status/1190575536722120704

Top URLs in Tweet in G2:
[5] https://twitter.com/moefeliu/status/1190682482057732096
[4] https://twitter.com/lab_shenanigans/status/1190294566752182273
[3] https://www.ibiology.org/young-scientist/
[3] https://twitter.com/COMPASSscicomm/status/1189572983746002944
[2] https://event.crowdcompass.com/2019-sacnas/activity/yYj2J8WVJh
[2] https://event.crowdcompass.com/2019-sacnas/activity/p6lMiK5Bth
[2] https://event.crowdcompass.com/2019-sacnas/activity/VGXaRCZE2X
[2] https://scimep.wisc.edu/wp-content/uploads/sites/178/2019/10/LGE-Faculty-Report_FinalUpdated.pdf
[2] https://twitter.com/moefeliu/status/1189703531588046848
[2] https://recruit.ap.ucsb.edu/JPF01621

Top URLs in Tweet in G3:
[5] https://ensia.com/voices/science-communication/
[4] https://twitter.com/uoregon/status/1188488777531936768
[4] https://twitter.com/michela_denti/status/1190201290342719488
[4] https://twitter.com/npr/status/1190101931227791365
[4] https://www.youtube.com/watch?v=GFJvHMaq9Ao&feature=youtu.be

[4] https://www.worldpdcoalition.org/page/Glossary
[3] https://thepoetryofscience.scienceblog.com/1008/a-massacre-in-mercury/
[3] https://twitter.com/AldaCenter/status/1189958217973059584
[2] https://twitter.com/tiffanylohwater/status/1189699943495348224
[2] https://www.museumfuernaturkunde.berlin/de/museum/veranstaltungen/kaffeeklatsch-mit-wissenschaft-2

Top URLs in Tweet in G4:
[3] https://www.sciencealert.com/scientists-sharing-their-best-pun-filled-paper-titles-has-us-in-stitches
[3] https://jcom.sissa.it/archive/18/04/JCOM_1804_2019_C01/JCOM_1804_2019_C02
[2] https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2019GB006180?af=R
[2] https://esajournals.onlinelibrary.wiley.com/doi/10.1002/fee.2102
[2] https://jcom.sissa.it/archive/18/04/JCOM_1804_2019_C01/JCOM_1804_2019_C05
[2] https://blogs.plos.org/scicomm/2019/10/15/scicomm-at-school/
[2] https://thirdpodfromthesun.com/2019/10/28/third-pod-presents-sci-tell-jim-green/
[2] https://www.google.com/url?q=https://news.agu.org/agu-scientific-experts-for-media/wildfire-experts/&sa=D&source=hangouts&ust=1572538374161000&usg=AFQjCNGOSEfWaW6fJSQKBhMTfc4pvOdYYw
[2] https://eos.org/articles/podcast-plate-tectonics-the-theory-that-changed-earth-science
[1] https://www.nytimes.com/2019/10/06/climate/governors-island-climate-change-new-york.html?rref=collection/sectioncollection/climate&action=click&contentCollection=climate®ion=rank&module=package&version=highlights&contentPlacement=1&pgtype=sectionfront

Top URLs in Tweet in G5:
[2] https://ipscell.com/2014/10/top-10-halloween-costumes-that-scare-scientists/
[2] https://inpst.net/honey-mediated-wound-healing-h2o2-entry-through-aqp3-determines-extracellular-ca2-influx/
[2] https://twitter.com/FWF_at/status/1189857492991389698
[1] https://nypost.com/2019/10/26/heres-why-were-losing-the-war-on-cancer-according-to-this-doctor/
[1] https://twitter.com/MAG2ART/status/1187588423646879744
[1] https://ipscell.com/apakah-itu-stem-cell-sel-punca/
[1] https://ipscell.com
[1] https://twitter.com/MRC_LMB/status/1189841396427100163
[1] https://twitter.com/biolution_net/status/1184047030630531072
[1] https://www.youtube.com/watch?v=GI6pHX28aLY


Top URLs in Tweet in G6:
[2] https://twitter.com/addarioandrea/status/1189681086860840963
[2] https://twitter.com/karafikrig/status/1190002589338939393
[2] http://www.dana-simmons.com
[1] https://twitter.com/OrnitologiaCol/status/1187728082590932997
[1] https://twitter.com/brossardd/status/1189580875715022848
[1] https://twitter.com/chicascientific/status/1189214874834030592
[1] https://twitter.com/15x4M/status/1189793041118355457
[1] https://www.smh.com.au/national/exposure-to-chemical-in-plastic-linked-to-type-2-diabetes-study-finds-20191030-p535r3.html
[1] https://twitter.com/scienseed/status/1189836763654701056
[1] https://twitter.com/swear_trek/status/1189663886443794432

Top URLs in Tweet in G7:
[3] https://gaiusjaugustus.com/starting-an-etsy-shop-feature-teresa-ambrosio/?utm_content=buffer7d16a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://gaiusjaugustus.com/halloween-art-2019/
[1] https://twitter.com/moefeliu/status/1190682482057732096
[1] https://inkingscience.com/
[1] https://teresaambrosio.com/2019/11/02/science-communication-guide-101/
[1] https://www.compassscicomm.org/2020-sentinels-application
[1] https://twitter.com/teresaambrosio_/status/1190629620523163653
[1] https://twitter.com/ERC_Research/status/1189869839084425216
[1] https://twitter.com/REA_research/status/1190194753352163328
[1] https://theperfectpredator.com/

Top URLs in Tweet in G8:
[3] https://www.youtube.com/watch?v=ZwhK9nfFhMU

[2] https://twitter.com/Rainmaker1973/status/1189980702068088833
[2] https://techxplore.com/news/2019-11-york-big-storage-battery-green.html
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=285177d0-fbde-11e9-b93a-5956b3446903&url=L2ZlYXR1cmVzLzIwMTktaXRlci1udWNsZWFyLWZ1c2lvbi8/Y21waWQ9c29jaWFsZmxvdy10d2l0dGVyLWJ1c2luZXNzd2VlayZ1dG1fY2FtcGFpZ249c29jaWFsZmxvdy1vcmdhbmljJnV0bV9zb3VyY2U9dHdpdHRlciZ1dG1fY29udGVudD1idXNpbmVzc3dlZWsmdXRtX21lZGl1bT1zb2NpYWw=
[1] https://techxplore.com/news/2019-10-cooling-electricity.html
[1] https://phys.org/news/2019-10-million-year-old-ice-snapshot-earth-greenhouse.html
[1] https://twitter.com/jonkay/status/1189730521703747589
[1] https://twitter.com/EliasCrimLaw/status/1189196888190279681
[1] https://twitter.com/biancawylie/status/1189884450148098048
[1] https://twitter.com/jengerson/status/1189597616775938048

Top URLs in Tweet in G9:
[2] https://thebiochemistblog.com/
[2] https://twitter.com/saganorg/status/1187898900591628289
[2] https://www.theopennotebook.com/getting-started-in-science-journalism/
[1] https://www.endocrine.org/podcast/enp7-nuclear-receptors-and-transcriptional-regulation
[1] https://academic.oup.com/endo/article/158/10/3212/3979718
[1] https://www.cell.com/iscience/fulltext/S2589-0042(19)30103-8?rss=yes
[1] http://thebumblingbiochemist.com/365-days-of-science/enzymes/
[1] https://www.instagram.com/p/B4Qgtrrpnn6/?igshid=cuus1y1vqpnv
[1] https://www.instagram.com/p/B4TAsTJhNHt/?igshid=tw3jq6ti390e
[1] https://twitter.com/iubmb/status/1190357546961260544?s=20

Top URLs in Tweet in G10:
[4] https://twitter.com/brossardd/status/1189580875715022848
[3] https://www.youtube.com/watch?v=fMuoIVzvGzc&feature=youtu.be

[2] https://msutoday.msu.edu/news/2019/msu-scicomm-and-frib-partner-to-host-youtube-star/
[2] https://www.kickstarter.com/projects/taunsquared/a-sci-fi-graphic-novel-based-on-real-neuroscience
[1] https://twitter.com/perdue366/status/1189936145066528768
[1] https://twitter.com/kellyperil/status/1190714055272652800
[1] https://mobile.twitter.com/EdnaChiang/lists/nspn2019
[1] https://twitter.com/lmilbeth/status/1190679979429912578
[1] https://twitter.com/WUSTLProSPER/status/1190309604359639042
[1] https://massivesci.com/consortium/

Top Domains
Top Domains in Tweet in Entire Graph:
[430] twitter.com
[69] youtube.com
[26] okt.to
[22] co.uk
[22] nature.com
[16] wiley.com
[15] instagram.com
[12] innovationstories.se
[11] etsy.com
[9] patreon.com

Top Domains in Tweet in G1:
[59] twitter.com
[16] youtube.com
[7] blogspot.com
[5] qualiacomputing.com
[4] twitch.tv
[4] strangerdimensions.com
[3] ruickbie.com
[3] thesearchforlifeafterdeath.com
[3] jobs-kenya.com
[3] mpg.de

Top Domains in Tweet in G2:
[30] twitter.com
[8] crowdcompass.com
[3] ibiology.org
[3] wixsite.com
[2] wisc.edu
[2] ucsb.edu
[2] msu.edu
[1] cienciapr.org
[1] okt.to
[1] washingtonpost.com

Top Domains in Tweet in G3:
[66] twitter.com
[14] youtube.com
[5] ensia.com
[4] ajo.com
[4] instagram.com
[4] ac.uk
[4] worldpdcoalition.org
[3] scienceblog.com
[2] museumfuernaturkunde.berlin
[2] boisestate.edu

Top Domains in Tweet in G4:
[10] wiley.com
[7] sissa.it
[4] plos.org
[3] sciencealert.com
[3] phys.org
[3] twitter.com
[3] thirdpodfromthesun.com
[2] tandfonline.com
[2] google.com
[2] agu.org

Top Domains in Tweet in G5:
[7] twitter.com
[4] ipscell.com
[3] inpst.net
[2] youtube.com
[1] nypost.com
[1] springer.com
[1] embopress.org
[1] nature.com

Top Domains in Tweet in G6:
[36] twitter.com
[3] youtube.com
[3] instagram.com
[3] nature.com
[3] sciencenews.org
[2] europa.eu
[2] medium.com
[2] dana-simmons.com
[1] com.au
[1] wiley.com

Top Domains in Tweet in G7:
[5] gaiusjaugustus.com
[5] twitter.com
[1] inkingscience.com
[1] teresaambrosio.com
[1] compassscicomm.org
[1] theperfectpredator.com
[1] immunews.com
[1] natureindex.com
[1] oup.com
[1] ckut.ca

Top Domains in Tweet in G8:
[41] twitter.com
[4] youtube.com
[3] techxplore.com
[2] phys.org
[2] soapboxscience.org
[1] bloomberg.com
[1] ted.com
[1] nytimes.com
[1] okt.to
[1] sciencedirect.com

Top Domains in Tweet in G9:
[8] twitter.com
[3] thebumblingbiochemist.com
[3] instagram.com
[2] thebiochemistblog.com
[2] nasw.org
[2] theopennotebook.com
[1] endocrine.org
[1] oup.com
[1] cell.com
[1] justinedees.com

Top Domains in Tweet in G10:
[9] twitter.com
[4] youtube.com
[3] kickstarter.com
[2] msu.edu
[1] massivesci.com
[1] aaas.org
[1] alithographica.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2891] scicomm
[320] science
[260] 2019sacnas
[120] sciart
[110] r1
[94] stem
[94] sciencetwitter
[89] halloween
[79] cdnpoli
[75] academictwitter



Top Hashtags in Tweet in G1:
[477] scicomm
[34] science
[25] snrtg
[24] primaryimmunodeficiency
[20] stem
[17] itrtg
[17] bblogrt
[17] openscience
[17] telescope
[16] fossilfriday

Top Hashtags in Tweet in G2:
[435] scicomm
[230] 2019sacnas
[110] r1
[39] sacnas2019
[26] wwinstem19
[20] sacnistas
[16] thinkbigdiversity
[14] womeninstem
[10] sciofscicomm
[10] stem

Top Hashtags in Tweet in G3:
[323] scicomm
[60] science
[21] sciart
[16] academictwitter
[16] communication
[12] inktober2019
[11] academicchatter
[11] sciencetwitter
[10] artwork
[8] phdchat

Top Hashtags in Tweet in G4:
[84] scicomm
[26] science
[25] vss365
[24] scifi
[22] bravewrite
[15] amwriting
[10] scisharsci
[9] bloggerstribe
[8] writingcommnunity
[7] scisummary

Top Hashtags in Tweet in G5:
[49] scicomm
[46] ff
[22] academicchatter
[20] phdchat
[14] academictwitter
[13] inpst
[8] research
[4] halloween
[4] medicine
[3] betteracademia

Top Hashtags in Tweet in G6:
[126] scicomm
[11] science
[8] sciart
[7] research
[5] halloween2019
[5] halloween
[5] academictwitter
[5] curingcancer
[4] academicchatter
[4] sciencetwitter

Top Hashtags in Tweet in G7:
[53] scicomm
[12] phdlife
[10] academictwitter
[8] academicchatter
[8] phdchat
[6] md4009
[5] impactfactor
[5] math
[5] journals
[5] openaccess

Top Hashtags in Tweet in G8:
[83] scicomm
[72] cdnpoli
[41] science
[32] climate
[24] ableg
[16] design
[14] onpoli
[12] ecocide
[11] gender
[10] agnotology

Top Hashtags in Tweet in G9:
[41] scicomm
[11] biochemistry
[7] 365daysofscience
[7] realtimechem
[7] cscatl2020
[6] reading
[6] listening
[5] sciwri19
[4] sciengage
[4] phd

Top Hashtags in Tweet in G10:
[80] scicomm
[36] scipol
[18] nsps2019
[15] scipolsymposium
[11] ecology
[11] entomology
[11] outreach
[9] stem
[7] 2019sacnas
[6] nspn2019

Top Words
Top Words in Tweet in Entire Graph:
[5029] Words in Sentiment List#1: Positive
[1507] Words in Sentiment List#2: Negative
[12] Words in Sentiment List#3: Angry/Violent
[115376] Non-categorized Words
[121915] Total Words
[2891] #scicomm
[715] science
[432] s
[363] more
[361] research

Top Words in Tweet in G1:
[477] #scicomm
[116] science
[82] s
[78] iamscicomm
[76] more
[51] team
[49] time
[49] join
[44] teaching
[44] 10

Top Words in Tweet in G2:
[435] #scicomm
[232] beccacalisi
[230] #2019sacnas
[145] research
[145] moefeliu
[141] ucdavis
[115] lot
[115] re
[115] hiring
[112] values

Top Words in Tweet in G3:
[323] #scicomm
[70] science
[60] #science
[54] day
[50] research
[45] out
[41] s
[40] here
[34] aldacenter
[34] great

Top Words in Tweet in G4:
[84] #scicomm
[38] science
[30] nasa
[26] #science
[25] #vss365
[24] #scifi
[22] happy
[22] halloween
[22] cluster
[22] #bravewrite

Top Words in Tweet in G5:
[49] _atanas_
[49] #scicomm
[46] #ff
[34] work
[32] projects
[30] betteracademia
[22] #academicchatter
[21] 2
[20] #phdchat
[19] lab

Top Words in Tweet in G6:
[126] #scicomm
[23] science
[13] make
[12] scicomm
[11] s
[11] more
[11] #science
[10] halloween
[10] great
[10] talk

Top Words in Tweet in G7:
[53] #scicomm
[29] science
[23] academicchatter
[22] follow
[17] more
[17] know
[16] today
[16] new
[15] 1
[15] really

Top Words in Tweet in G8:
[83] #scicomm
[72] #cdnpoli
[41] #science
[32] #climate
[32] deepgreendesign
[24] #ableg
[17] women
[16] #design
[15] canada
[15] modern

Top Words in Tweet in G9:
[41] #scicomm
[26] s
[20] blog
[17] post
[17] sciencewriters
[16] more
[16] iubmb
[15] very
[13] committee
[13] here's

Top Words in Tweet in G10:
[80] #scicomm
[36] #scipol
[22] media
[20] social
[18] scipolnetwork
[18] #nsps2019
[17] people
[17] kainek
[17] science
[15] #scipolsymposium

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[110] re,hiring
[110] hiring,ucdavis
[110] ucdavis,lot
[110] lot,top
[110] top,unique
[110] unique,research
[110] research,#r1
[110] #r1,institution
[110] institution,idyllic
[110] idyllic,city

Top Word Pairs in Tweet in G1:
[30] science,communication
[28] half,time
[27] looking,science
[27] communication,teaching
[27] teaching,fellow
[27] fellow,join
[27] join,wellington
[27] wellington,team
[27] team,2019
[27] 2019,half

Top Word Pairs in Tweet in G2:
[110] re,hiring
[110] hiring,ucdavis
[110] ucdavis,lot
[110] lot,top
[110] top,unique
[110] unique,research
[110] research,#r1
[110] #r1,institution
[110] institution,idyllic
[110] idyllic,city

Top Word Pairs in Tweet in G3:
[16] seeking,expert
[16] expert,#science
[16] #science,communicator
[16] communicator,team
[16] team,alda
[16] alda,civic
[16] civic,science
[16] science,fellow
[16] fellow,develop
[16] develop,#communication

Top Word Pairs in Tweet in G4:
[21] happy,halloween
[21] halloween,celestial
[21] celestial,screaming
[21] screaming,skull
[21] skull,x
[21] x,ray
[21] ray,image
[21] image,perseus
[21] perseus,cluster
[21] cluster,galaxies

Top Word Pairs in Tweet in G5:
[36] _atanas_,#ff
[17] projects,gt
[16] betteracademia,postdoc
[16] postdoc,dilemma
[16] dilemma,1
[16] 1,work
[16] work,pis
[16] pis,projects
[16] gt,nothing
[16] nothing,take

Top Word Pairs in Tweet in G6:
[5] happy,halloween
[5] #curingcancer,#scicomm
[4] here,s
[4] #sciart,#scicomm
[4] learn,more
[4] #research,#scicomm
[4] #scicomm,#structuralbiology
[3] #scicomm,#academicchatter
[3] land,grant
[3] find,out

Top Word Pairs in Tweet in G7:
[9] interested,science
[9] science,dissemination
[9] dissemination,youtube
[9] youtube,channel
[9] channel,therapy
[9] therapy,corner
[9] corner,post
[9] post,videos
[9] videos,evidence
[9] happy,halloween

Top Word Pairs in Tweet in G8:
[16] #scicomm,#cdnpoli
[11] modern,#science
[10] #science,#scicomm
[9] #scicomm,#science
[8] #cdnpoli,#scicomm
[6] #cdnpoli,#climatestrike
[6] #climate,#gender
[6] 350,000
[6] 000,gallons
[6] 000,000

Top Word Pairs in Tweet in G9:
[13] here's,very
[13] very,special
[13] special,halloween
[13] halloween,blog
[13] blog,post
[13] post,s
[13] s,blob
[13] blob,pleasure
[13] pleasure,interviewing
[13] interviewing,dr

Top Word Pairs in Tweet in G10:
[20] social,media
[16] #scipol,#scicomm
[11] job,#ecology
[11] #ecology,#entomology
[11] #entomology,#scicomm
[11] #scicomm,tweeps
[11] tweeps,team
[11] team,funded
[11] funded,nsf
[11] nsf,looking

Top Replied-To
Top Replied-To in Entire Graph:
@buildscicomm
@iamscicomm
@iubmb
@edurafi
@bmutlupakdil
@rockyrohde
@mikeggibbs
@arghavan_salles
@lisetteetorres3
@lizneeley

Top Replied-To in G1:
@buildscicomm
@iamscicomm
@arghavan_salles
@mitk12videos
@drdarsci
@deepgreendesign
@rockyrohde
@gessica_gwu
@physyorks
@srharacha

Top Replied-To in G2:
@lizneeley
@rockyrohde
@sheril_
@iamscicomm
@sarakyeo
@jlvernonphd
@wardofplants
@tiffanylohwater
@phuturedoctors
@herstemstory

Top Replied-To in G3:
@iamscicomm
@arwenn
@protohedgehog
@nakedcapsid
@philofscicomm

Top Replied-To in G4:
@youtube
@nasajpl
@agu_scicomm
@janetiwasa

Top Replied-To in G5:
@rdmgrupo

Top Replied-To in G6:

Top Replied-To in G7:
@hshabanmd
@teresaambrosio_
@jessicapetereit
@loleen_berdahl
@lkringelum
@samfrowe

Top Replied-To in G8:
@mikeggibbs
@sayblade
@iamscicomm
@shannonrwatts
@justintrudeau
@crdrowet
@ilhanmn
@sciencebase
@tabathasouthey
@jandrewpotter

Top Replied-To in G9:
@iubmb
@bridgetmcgann
@lindambui
@purpleneurons
@michaelgalanin

Top Replied-To in G10:
@nuclearpuentes
@twicethejoy
@christineliuart
@danniwashington
@scipolnetwork
@kainek
@theinformedslp
@perdue366

Top Mentioned
Top Mentioned in Entire Graph:
@beccacalisi
@moefeliu
@ucdavis
@iamscicomm
@dnlee5
@wardofplants
@quantumofsalsa
@brossardd
@lizneeley
@sacnas

Top Mentioned in G1:
@iamscicomm
@primary_immune
@g4mma
@scievuw
@eso
@people_of_space
@oanybee
@bragerdominique
@aussiastronomer
@drdarsci

Top Mentioned in G2:
@beccacalisi
@moefeliu
@ucdavis
@dnlee5
@wardofplants
@quantumofsalsa
@brossardd
@lizneeley
@sacnas
@iamscicomm

Top Mentioned in G3:
@aldacenter
@scifri
@samillingworth
@deepgreendesign
@faunart
@sdu_phd
@earlhaminst
@ericapriggen
@yummyphysics
@funkminister

Top Mentioned in G4:
@nasa
@theagu
@docr0cket
@agu_scicomm
@tuhinsajjadsk1
@ecologyofshane
@thirdpod
@manjanam
@nasajpl
@gretathunberg

Top Mentioned in G5:
@_atanas_
@betteracademia
@grawoig
@biolution_net
@_inpst
@dna_rna_uni
@academicchatter
@chefegomez
@chocolatierep
@dra_teraizamesa

Top Mentioned in G6:
@stemsnfronteras
@hassunelzafar
@wsi_usa
@jetpubsci

Top Mentioned in G7:
@academicchatter
@jalecoproject
@twitter
@drameliaaldao
@bethlinas
@ganye91
@oaetc
@ckut
@gabyyojedaro
@teresaambrosio_

Top Mentioned in G8:
@deepgreendesign
@cpc_hq
@canada
@unn_tweets
@soapboxscience
@thejagmeetsingh
@stephenharper
@tomilahren
@fordnation
@jkenney

Top Mentioned in G9:
@sciencewriters
@joyfulmicrobe
@biochem_bri
@iubmb
@_scicomm
@the_biochemist
@comsciconatl
@amynordrum
@laurelcoons
@aaas

Top Mentioned in G10:
@scipolnetwork
@kainek
@perdue366
@danniwashington
@nsf
@rachaelebee
@massivesci
@lmilbeth
@scheufele
@gserratomarks

Top Tweeters
Top Tweeters in Entire Graph:
@lindaleeking
@nosqldigest
@startupsbot
@southwestair
@chuddles11
@chidambara09
@alizardx
@aaroncuddeback
@gracemurphy2
@wildwalkerwoman

Top Tweeters in G1:
@nosqldigest
@chidambara09
@diapermakeovers
@rnitsch
@pfanderson
@vancouversun
@rogueclassicist
@mtnpoet
@snrtg
@bblogrt

Top Tweeters in G2:
@washingtonpost
@hdpr2016
@drugmonkeyblog
@whysharksmatter
@jchrispires
@leafwarbler
@needhibhalla
@drrubidium
@darth
@dnlee5

Top Tweeters in G3:
@wildwalkerwoman
@pecunium
@jan_tendys
@avocalistsrival
@thepowerofmeow
@_open_science_
@protohedgehog
@mbowmanscience
@tracy_karin
@tweetledee2b

Top Tweeters in G4:
@ggtidbegcypcxdo
@cnn
@forbes
@leftonmain
@yahoonews
@sapienist
@die_primel
@cipherequality
@buzzfeednews
@qz

Top Tweeters in G5:
@drferdowsi
@sminaev2015
@katelovesneuro
@embracethecoda
@drng
@laahimsa
@av693
@paula_piccard
@grawoig
@dra_teraizamesa

Top Tweeters in G6:
@scopedbylarry
@frankdelia7
@zmcadler
@geotecniaonline
@grayfeist
@mavumavu91
@ceamer
@lindaunobel
@ucfoodobserver
@wsi_usa

Top Tweeters in G7:
@inpoco
@raulpacheco
@academicchatter
@tomvarghesejr
@psychcentral
@funsizesuze
@bluemeanie10
@oupacademic
@jewelry_greece
@ferli90

Top Tweeters in G8:
@chuddles11
@gracemurphy2
@nembotavy_0101
@aircanada
@inky_mark
@emgfind
@deepgreendesign
@patriciaannmcd2
@cindila2009
@theslimdude

Top Tweeters in G9:
@pickooo
@hautahbuhgee
@journalsentinel
@goodwomenhealth
@realtimechem
@rodneyrohde
@everburningfire
@maureenbug
@benlillie
@marckjack01

Top Tweeters in G10:
@garym
@bagelandtomato
@christineliuart
@kimikaikoa
@kickstarter
@nsf
@nuclearkatie
@spiderdaynight
@chicalibrarian
@somebody_exotic


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