scicomm, Twitter, 9/8/2020 8:51:12 PM, 234790


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scicomm_2020-09-08_12-43-13.xlsx
scicomm_2020-09-08_12-43-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 08, 2020
Short Description:
scicomm via NodeXL https://bit.ly/32bvuL6
@scicommbot
@amoebasisters
@spaceboffin
@micro_yasha
@agu_scicomm
@femtech_
@ravenscimaven
@physicsj
@sydonahi
@_atanas_

Top hashtags:
#scicomm
#science
#sciart
#covid19
#biology
#research
#animation
#academictwitter

Description:
Description
The graph represents a network of 6,903 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, 08 September 2020 at 19:52 UTC.

The requested start date was Sunday, 06 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 7-hour, 19-minute period from Tuesday, 01 September 2020 at 16:19 UTC to Saturday, 05 September 2020 at 23:39 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 : 6903
Unique Edges : 6048
Edges With Duplicates : 13638
Total Edges : 19686
Number of Edge Types : 5
Retweet : 5365
MentionsInRetweet : 8761
Replies to : 496
Tweet : 1063
Mentions : 4001
Self-Loops : 1137
Reciprocated Vertex Pair Ratio : 0.0577838205302515
Reciprocated Edge Ratio : 0.109254498714653
Connected Components : 549
Single-Vertex Connected Components : 204
Maximum Vertices in a Connected Component : 5460
Maximum Edges in a Connected Component : 17532
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.690763
Graph Density : 0.000228609779268149
Modularity : 0.488228
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,903 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, 08 September 2020 at 19:52 UTC.

The requested start date was Sunday, 06 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 7-hour, 19-minute period from Tuesday, 01 September 2020 at 16:19 UTC to Saturday, 05 September 2020 at 23:39 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : scicomm
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[36] https://pintofscience.de/
[31] https://www.flickr.com/short_urls.gne?photoset=aHsmQa5Pah
[15] https://lifeology.io/lego-science-communication/
[14] https://doi.org/10.1093/gigascience/giz039
[14] https://www.reddit.com/r/bioinformatics/comments/63nu1f/comparing_quality_trimming_and_adapter_removing/
[11] https://www.meettheocean.org/podcast/
[11] https://open.spotify.com/episode/1auNWQ6PVlUtPOFwTUo0iB
[11] https://www.anoleannals.org/?p=34045
[10] http://johnemackinstitute.org/2017/08/ariel-phenomenon-documentary-filmmaker-releases-a-statement/
[9] https://twitter.com/ANU_Press/status/1301315612547801089

Top URLs in Tweet in G1:
[11] https://www.meettheocean.org/podcast/
[4] http://thesciencepolicyforum.org/wp-content/uploads/2020/09/Policy-Recommendations-for-Strengthening-Indian-SciComm-Updated.pdf
[3] https://burgundyzine.com/september-is-national-honey-month/
[3] https://www.eas.cornell.edu/news/postdoctoral-research-position
[3] https://researchmatters.in/sciqs/pale-grass-blue-butterfly-modern-example-adaptive-evolution
[3] https://researchmatters.in/news/move-or-not-move-it%E2%80%99s-million-dollar-question-butterflies#.XzyUeen8tGM.twitter
[3] http://www.scisoup.org/article/2020/What-When-Why-and-How-of-Scientific-Journals.html
[2] https://twitter.com/HansikaChhabra1/status/1298387960304242688?s=20
[2] https://twitter.com/ANU_Press/status/1301315612547801089
[2] https://twitter.com/uni_tue/status/1301852624057139201

Top URLs in Tweet in G2:
[36] https://pintofscience.de/
[9] https://www.museumfuernaturkunde.berlin/en/museum/events/digital-science-communication-cafe-1
[6] https://franzisattler.com/
[5] http://tinyurl.com/rudra-webinar
[4] http://portaldoastronomo.org/2020/08/ciencia-para-ti/
[4] https://open.spotify.com/episode/1auNWQ6PVlUtPOFwTUo0iB
[4] https://zoom.us/j/3378918566
[4] https://zoom.us/meeting/register/tJMsfuqhqjgrHtSGPjO6VZyjBK8EKeJioyt4
[4] https://www.hopkinsbiotechpodcast.com/
[3] https://www.youtube.com/watch?v=o-LST1GFgbU&feature=youtu.be


Top URLs in Tweet in G3:
[15] https://lifeology.io/lego-science-communication/
[7] https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2020GL088583
[5] https://twitter.com/ANU_Press/status/1301315612547801089
[4] https://www.insidehighered.com/views/2020/09/01/more-federal-research-funding-should-go-directly-grad-students-opinion
[4] https://publichealthmaps.org/map-of-the-week
[3] https://conservationoptimism.org/portfolio-items/positive-communication-toolkit/
[3] https://www.cscce.org/2020/08/28/august-community-call-recap-meeting-members-where-they-are-to-build-a-successful-scientific-community/
[3] https://twitter.com/OdedRechavi/status/1301206325842661382
[3] https://www.esof.eu/en/programme/programme-event-list-all-events/event-information/aaas-late-breaker-covid-related-session.html
[3] https://www.karenromanoyoung.com/coral-slideshow

Top URLs in Tweet in G4:
[2] https://twitter.com/ravenscimaven/status/1301142067729620992
[1] https://www.youtube.com/watch?v=ahLS4MuuV_4

[1] https://journals.sagepub.com/doi/abs/10.1177/1948550620923239
[1] https://fortune.com/40-under-40/2020/raven-baxter/
[1] https://twitter.com/ravenscimaven/status/1242198922656964612
[1] https://twitter.com/g0ingmad/status/1301370098012368897
[1] https://www.2020sacnas.org/
[1] https://www.youtube.com/watch?v=dxiRe6id6JY&feature=youtu.be

[1] https://jobs.ncsu.edu/postings/135644
[1] https://twitter.com/NPR/status/1301255259185123328

Top URLs in Tweet in G5:
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02494-z
[5] https://www.sciencefocus.com/comment/artificial-intelligence-has-a-high-iq-but-no-emotional-intelligence-and-that-comes-with-a-cost/
[3] https://www.nytimes.com/2020/09/02/science/global-warming-glacial-lakes.html
[3] https://warmregardspodcast.com/episodes/the-past-and-future-of-climate-models-s1!2114a
[3] https://www.theguardian.com/commentisfree/2020/aug/28/the-guardian-view-on-studying-dinosaurs-ancient-creatures-cutting-edge-science
[3] https://twitter.com/emilyhaozous/status/1300827793282883585
[2] https://www.linktv.org/shows/dr-keelings-curve/episodes/dr-keelings-curve
[2] https://www.bbc.co.uk/sounds/play/m000m4qj
[2] https://twitter.com/clark_ra/status/1300946695103021056
[1] https://www.youtube.com/watch?v=rjveHjhe3bM&feature=youtu.be


Top URLs in Tweet in G6:
[3] https://sites.wustl.edu/scicomm/
[2] https://twitter.com/laurahelmuth/status/1301137567157493760
[2] https://twitter.com/ravenscimaven/status/1301142067729620992
[2] https://twitter.com/NakedCapsid/status/1301207386515025921
[2] https://twitter.com/ANU_Press/status/1301315612547801089
[2] https://twitter.com/AlanLevinovitz/status/1302275155293601792
[1] https://twitter.com/ctrlshifti/status/1300724735626473472
[1] https://www.youtube.com/channel/UCoYLRYy2hIHUyR_S7PAiBpA
[1] https://www.theverge.com/2020/8/6/21355674/human-genes-rename-microsoft-excel-misreading-dates
[1] https://www.forbes.com/sites/fernandezelizabeth/2020/09/01/quantum-physics-may-upend-our-macroscopic-reality-in-the-universe/

Top URLs in Tweet in G7:
[1] https://www.youtube.com/c/MarkGarlick68

Top URLs in Tweet in G8:
[3] https://twitter.com/ESPAumich/status/1301308602779660292
[2] https://twitter.com/SolomonRDavid/status/1300807893021794304
[2] https://twitter.com/i/lists/1289739737083916293
[2] https://twitter.com/science_a_thon/status/1277670669690368001
[2] https://thefisheriesblog.com/2020/08/31/biopesticides-a-potential-solution-to-healthier-aquatic-ecosystems/
[1] https://www.youtube.com/watch?v=gaJgJntrymU&feature=youtu.be

[1] https://us02web.zoom.us/webinar/register/WN_xzU6TYjaRXq8iLyoGQEt6w
[1] https://twitter.com/sacnas/status/1299770757543649280
[1] https://twitter.com/150fishes/status/1301952020270714880
[1] https://twitter.com/ConserveChange/status/1300787215031832580

Top URLs in Tweet in G9:
[7] https://medium.com/@julesevans/nazi-hippies-when-the-new-age-and-far-right-overlap-d1a6ddcd7be4
[6] https://www.universityaffairs.ca/features/feature-article/researchers-investigate-the-effectiveness-of-public-health-messaging-during-the-pandemic/
[5] https://www.telegraph.co.uk/news/2020/09/01/german-far-right-seizes-moment-coronavirus-fatigue-sets/
[4] https://www.youtube.com/watch?v=gaJgJntrymU&feature=youtu.be

[4] https://www.iheartradio.ca/cjad/audio/breaking-down-mask-misinformation-and-other-covid-myths-1.13390027?mode=Article
[2] https://twitter.com/brooklynmarie/status/1301224524570976256
[1] https://www.acpjournals.org/doi/10.7326/M20-3569?cookieSet=1
[1] https://www.nature.com/articles/s41562-018-0520-3
[1] https://twitter.com/kenbensinger/status/1302322818068090880
[1] https://twitter.com/justindeanlee/status/1301588118588600323

Top URLs in Tweet in G10:
[2] https://www.theguardian.com/science/2020/aug/15/sir-paul-nurse-the-uk-has-taken-a-leap-several-decades-into-the-past
[1] https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkaa699/5900116
[1] https://inpst.net/social-media-channels/
[1] https://www.theguardian.com/science/2020/aug/31/getting-ahead-isnt-a-nasty-business-us-study-reveals
[1] https://www.youtube.com/watch?v=wtTomc9oRZs&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[567] twitter.com
[126] youtube.com
[47] flickr.com
[36] pintofscience.de
[35] bit.ly
[29] instagram.com
[26] libsyn.com
[25] spotify.com
[23] wordpress.com
[21] doi.org

Top Domains in Tweet in G1:
[73] twitter.com
[11] meettheocean.org
[10] researchmatters.in
[7] youtube.com
[4] thesciencepolicyforum.org
[4] cornell.edu
[3] burgundyzine.com
[3] google.com
[3] ac.uk
[3] scisoup.org

Top Domains in Tweet in G2:
[68] twitter.com
[36] pintofscience.de
[30] youtube.com
[11] zoom.us
[9] museumfuernaturkunde.berlin
[8] spotify.com
[7] co.uk
[7] franzisattler.com
[7] wordpress.com
[5] libsyn.com

Top Domains in Tweet in G3:
[52] twitter.com
[19] lifeology.io
[13] wiley.com
[9] agu.org
[6] ow.ly
[5] sagepub.com
[5] instagram.com
[5] bit.ly
[5] esof.eu
[5] publichealthmaps.org

Top Domains in Tweet in G4:
[11] twitter.com
[3] youtube.com
[2] ascb.org
[1] sagepub.com
[1] fortune.com
[1] 2020sacnas.org
[1] ncsu.edu
[1] upi.com
[1] duke.edu
[1] eventbrite.com

Top Domains in Tweet in G5:
[15] twitter.com
[8] nature.com
[5] sciencefocus.com
[3] nytimes.com
[3] warmregardspodcast.com
[3] theguardian.com
[2] npr.org
[2] linktv.org
[2] co.uk
[2] amoebasisters.com

Top Domains in Tweet in G6:
[72] twitter.com
[13] instagram.com
[11] youtube.com
[3] bit.ly
[3] buff.ly
[3] wustl.edu
[2] amindr.com
[2] nature.com
[2] nytimes.com
[2] tinyletter.com

Top Domains in Tweet in G7:
[1] youtube.com

Top Domains in Tweet in G8:
[20] twitter.com
[2] pictureasportal.com
[2] thefisheriesblog.com
[1] youtube.com
[1] zoom.us
[1] innovativegenomics.org
[1] home.blog
[1] spreaker.com
[1] theethogram.com
[1] podbean.com

Top Domains in Tweet in G9:
[11] twitter.com
[7] medium.com
[6] universityaffairs.ca
[5] co.uk
[4] youtube.com
[4] iheartradio.ca
[2] nytimes.com
[1] acpjournals.org
[1] nature.com
[1] preventepidemics.org

Top Domains in Tweet in G10:
[3] theguardian.com
[1] oup.com
[1] inpst.net
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3485] scicomm
[390] science
[237] sciart
[198] covid19
[175] biology
[167] research
[146] animation
[143] academictwitter
[138] sciencetwitter
[133] academicchatter



Top Hashtags in Tweet in G1:
[358] scicomm
[48] science
[20] podcast
[18] phdposition
[15] sciencecommunication
[13] sciencetwitter
[12] genetics
[12] policy
[11] phdlife
[11] research

Top Hashtags in Tweet in G2:
[382] scicomm
[70] academicchatter
[70] academictwitter
[66] phdchat
[63] womeninstem
[57] sciencetwitter
[53] wisskomm
[50] science
[45] pint20
[30] phdlife

Top Hashtags in Tweet in G3:
[359] scicomm
[54] esof2020
[32] science
[26] sciart
[20] covid19
[16] biochemistry
[15] scipol
[14] research
[14] sciengage
[14] scisharsci

Top Hashtags in Tweet in G4:
[79] verfiedsowhite
[66] scicomm
[14] onhere
[8] academictwitter
[7] impostersyndrome
[6] diversityinstem
[3] womeninstem
[3] misinformation
[2] sciencetwitter
[2] scied

Top Hashtags in Tweet in G5:
[219] scicomm
[130] biology
[43] circulatory
[41] sciart
[39] science
[22] scichat
[8] climatechange
[8] epitwitter
[5] meded
[5] cardioed

Top Hashtags in Tweet in G6:
[209] scicomm
[24] science
[13] sciencetwitter
[10] sciencecommunication
[9] academictwitter
[8] sciart
[8] stem
[7] ispeakscience
[6] academicchatter
[6] covid19

Top Hashtags in Tweet in G7:
[136] animation
[71] scicomm
[61] spaceart
[51] sciart
[51] space
[42] astronomy
[40] pluto
[40] earth
[11] europa
[11] enceladus

Top Hashtags in Tweet in G8:
[70] scicomm
[14] biinsci
[12] womeninstem
[7] science
[6] systemicchange
[6] fishsci
[5] conservation
[5] drones
[5] remotesensing
[5] edudrone

Top Hashtags in Tweet in G9:
[60] scicomm
[36] covid19
[26] vaccine
[16] covid
[13] coronavirus
[10] cdnhealth
[5] infectiousdisease
[5] virologist
[5] icu
[3] medcomm

Top Hashtags in Tweet in G10:
[41] scicomm
[12] gratitude
[10] academictwitter
[9] science
[9] research
[5] amazingphotos
[5] phdchat
[3] bioinformatics
[3] covid19
[3] homeoffice

Top Words
Top Words in Tweet in Entire Graph:
[3472] #scicomm
[830] science
[583] scicomm
[412] research
[404] more
[401] think
[392] #science
[383] looking
[331] know
[311] work

Top Words in Tweet in G1:
[356] #scicomm
[99] scicomm
[90] research
[86] science
[84] looking
[67] scicomm_india
[56] lab
[55] cell
[54] phd
[49] #science

Top Words in Tweet in G2:
[376] #scicomm
[116] science
[116] academicchatter
[78] pintofsciencede
[75] openacademics
[69] #academictwitter
[67] check
[66] #academicchatter
[66] #phdchat
[64] research

Top Words in Tweet in G3:
[358] #scicomm
[130] science
[89] agu_scicomm
[73] very
[72] scientists
[55] work
[54] #esof2020
[53] more
[48] pandemic
[46] esof_eu

Top Words in Tweet in G4:
[265] think
[241] scicomm
[142] micro_yasha
[130] make
[129] good
[128] under
[127] grad
[126] dont
[126] elective
[126] taught

Top Words in Tweet in G5:
[219] #scicomm
[176] amoebasisters
[130] #biology
[98] look
[97] biological
[97] levels
[51] video
[44] find
[43] brand
[43] gif

Top Words in Tweet in G6:
[209] #scicomm
[44] science
[24] #science
[18] scicomm
[16] more
[15] know
[13] research
[13] #sciencetwitter
[13] one
[13] love

Top Words in Tweet in G7:
[236] sun
[188] spaceboffin
[136] #animation
[126] see
[125] stars
[118] punt
[118] earth
[118] compared
[118] largest
[118] known

Top Words in Tweet in G8:
[70] #scicomm
[49] fish
[37] again
[35] attention
[33] science
[32] baskingirish
[32] delighted
[32] story
[32] getting
[32] courtship

Top Words in Tweet in G9:
[60] #scicomm
[48] inconsistency
[40] caulfieldtim
[32] #covid19
[29] vaccinologist
[27] tweet
[26] grim
[26] 42
[26] vaccines
[26] 31

Top Words in Tweet in G10:
[110] _atanas_
[98] healthyfellow
[97] vicentelozadab
[96] _inpst
[96] erlesen
[96] shrabonighosal
[96] nathantwala
[96] pepperpell
[96] denutrients
[95] marcoalbuja

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[158] #scicomm,#sciart
[147] make,good
[142] think,scicomm
[140] dont,think
[140] scicomm,elective
[140] elective,think
[140] think,under
[140] under,grad
[140] grad,taught
[140] taught,make

Top Word Pairs in Tweet in G1:
[45] khadilkar,lab
[45] lab,actrec
[45] actrec,actively
[45] actively,looking
[45] looking,jrf
[45] jrf,research
[45] research,fellow
[45] fellow,stem
[45] stem,cell
[45] cell,niche

Top Word Pairs in Tweet in G2:
[41] scicomm_grad,academicchatter
[34] phd,position
[33] hi,#sciencetwitter
[33] #sciencetwitter,help
[33] help,pls
[33] pls,looking
[33] looking,phd
[33] position,field
[33] field,mirror
[33] mirror,neurons

Top Word Pairs in Tweet in G3:
[31] especially,pandemic
[31] pandemic,scientists
[31] scientists,need
[31] need,know
[31] know,communicate
[31] communicate,work
[31] work,go
[31] go,very
[31] very,very
[31] very,wrong

Top Word Pairs in Tweet in G4:
[128] think,scicomm
[126] dont,think
[126] scicomm,elective
[126] elective,think
[126] think,under
[126] under,grad
[126] grad,taught
[126] taught,make
[126] make,good
[126] good,slides

Top Word Pairs in Tweet in G5:
[97] look,biological
[97] biological,levels
[97] levels,#biology
[97] #biology,#scicomm
[96] amoebasisters,look
[43] brand,gif
[43] gif,#circulatory
[43] #circulatory,system
[43] system,video
[43] follow,pathway

Top Word Pairs in Tweet in G6:
[9] #science,#scicomm
[6] #sciart,#scicomm
[6] #scicomm,#sciencecommunication
[5] #sciencetwitter,#scicomm
[5] learn,more
[4] #scicomm,#sciencetwitter
[4] #academictwitter,#scicomm
[4] science,communication
[4] ðÿž,ðÿž
[4] today's,podcast

Top Word Pairs in Tweet in G7:
[118] see,punt
[118] punt,earth
[118] earth,compared
[118] compared,sun
[118] sun,sun
[118] sun,largest
[118] largest,known
[118] known,stars
[118] stars,well
[118] well,go

Top Word Pairs in Tweet in G8:
[32] delighted,attention
[32] attention,story
[32] story,getting
[32] getting,courtship
[32] courtship,display
[32] display,emphasizes
[32] emphasizes,again
[32] again,important
[32] important,irish
[31] baskingirish,delighted

Top Word Pairs in Tweet in G9:
[26] grim,42
[26] 42,vaccines
[26] vaccines,31
[26] 31,saying
[26] saying,attitudes
[26] attitudes,toward
[26] toward,potential
[26] potential,#covid19
[26] #covid19,#vaccine
[26] #vaccine,survey

Top Word Pairs in Tweet in G10:
[95] _inpst,erlesen
[95] erlesen,healthyfellow
[95] healthyfellow,marcoalbuja
[95] marcoalbuja,shrabonighosal
[95] shrabonighosal,vicentelozadab
[95] vicentelozadab,nathantwala
[95] nathantwala,pepperpell
[95] pepperpell,denutrients
[95] denutrients,anjbth
[88] _atanas_,_inpst

Top Replied-To
Top Replied-To in Entire Graph:
@scicomm_grad
@nipgrsocial
@micro_yasha
@eoloson
@fromthelabbench
@bigchats
@natrodlopes1
@_inpst
@sci_simplify
@ravenscimaven

Top Replied-To in G1:
@nipgrsocial
@bigchats
@natrodlopes1
@sci_simplify
@edurafi
@ca_astrocomm
@notsoscify
@himdaughter
@himalayanquail
@sassyscience_

Top Replied-To in G2:
@scicomm_grad
@openacademics
@sumonbasak456
@beecher31009380
@ytacademics
@fromthelabbench
@sciwriterdave
@radicalagilist
@kimberlyhirsh
@mhirsch_ms

Top Replied-To in G3:
@fromthelabbench
@zlabe
@ocaptmycapt
@deepseadawn
@helenbostock5
@april__abbott
@albatrossoar
@agu_scicomm
@laurahelmuth
@la_diatom

Top Replied-To in G4:
@micro_yasha
@ravenscimaven
@blackinscicomm
@alhendiify
@scienergetic
@rob_o_malley
@alliecocosci
@kqscholar
@echoechor
@tanadjoseph

Top Replied-To in G5:
@drrambio
@evo_explorer

Top Replied-To in G8:
@solomonrdavid
@drkatfish
@theedhenry
@amfisheriessoc
@whysharksmatter

Top Replied-To in G9:
@jonathanstea
@apesinc
@alanlevinovitz
@kthnxbai9000
@pathogenscribe
@npton_adviser
@fionamattatall
@exacademius
@sarah_mojarad

Top Replied-To in G10:
@_inpst
@dhpsp

Top Mentioned
Top Mentioned in Entire Graph:
@spaceboffin
@amoebasisters
@academicchatter
@micro_yasha
@pierre_markuse
@_atanas_
@physicsj
@healthyfellow
@vicentelozadab
@erlesen

Top Mentioned in G1:
@scicomm_india
@rohankhadilkarr
@scicommhive
@sci_community_
@academicchatter
@voicesofindacad
@scicomm_jc
@scicomm
@scicomm_hub
@scicompt

Top Mentioned in G2:
@academicchatter
@pintofsciencede
@openacademics
@gobanno_howl
@cazembekennedy
@ohyeahfranzi
@ytacademics
@sciencilia
@scicomm_grad
@phdvoice

Top Mentioned in G3:
@agu_scicomm
@esof_eu
@laurahelmuth
@lifeologyapp
@aaas
@theagu
@deepseadawn
@sudipsparikh
@fromthelabbench
@quest_eu

Top Mentioned in G4:
@micro_yasha
@verified
@itsafronomics
@ravenscimaven
@womensciencerfs
@rockettolulu
@hood_naturalist
@sicb_
@matthewfacciani
@iobjournal

Top Mentioned in G5:
@amoebasisters
@nature
@ncse
@mwclimatesci
@naturenews
@thescienceguy
@fzmarques
@hamdiajama
@florenciaxxxu

Top Mentioned in G6:
@wustldbbs
@henriklerner
@matthewtosh
@steminstyle
@naturevolve
@bioinfotools
@ebtsoyp
@sophie_yvon

Top Mentioned in G7:
@spaceboffin
@nick_stevens_gr

Top Mentioned in G8:
@baskingirish
@fiskeforbrains
@whysharksmatter
@fishpeopleplace
@uofg
@slu_aqua
@solomonrdavid
@igisci
@sharkswithscar
@geospacelatinx

Top Mentioned in G9:
@caulfieldtim
@vaccinologist
@matvelloso
@wendyglauser
@saskiapopescu
@drjengunter
@sarah_mojarad
@picardonhealth
@alexnatarosmd
@fionamattatall

Top Mentioned in G10:
@_atanas_
@healthyfellow
@vicentelozadab
@erlesen
@marcoalbuja
@shrabonighosal
@nathantwala
@pepperpell
@denutrients
@anjbth

Top Tweeters
Top Tweeters in Entire Graph:
@cowboyscifibot
@s9tmt
@bella623
@chidambara09
@kat4obama
@rjber15
@teshawnedmonds
@5fec93919a544d3
@homegypsy
@malliardreport

Top Tweeters in G1:
@bella623
@aajtak
@pib_india
@robinince
@hatchdent
@noticias_buceo
@sejorg
@sandygrains
@phosphoria31
@ordofibonacci

Top Tweeters in G2:
@femtech_
@abcnews
@drjulie_b
@academicchatter
@therealgloria
@bg_grace
@imagine_garden
@cornubiageol
@boardgameacad
@thatkat

Top Tweeters in G3:
@learn__together
@washingtonpost
@vievararosel
@pink1963dsw
@slackhq
@binkytoes
@stillawake
@rayleengale
@thd_it
@michael_fisher_

Top Tweeters in G4:
@alizardx
@avocalistsrival
@pkanagaratnam
@ti_enjoli
@crawlieswithcri
@fortunemagazine
@shareefjackson
@siadasha
@needhibhalla
@_elizabeth_k

Top Tweeters in G5:
@chidambara09
@dvanhook822
@mwt2008
@3pennymovies
@wordfinga
@hubofml
@flipgrid
@choikepurun
@mtanichthys
@michaelemann

Top Tweeters in G6:
@nthabiwabi
@mapc
@_abducens_
@neorenfield
@morphizm
@zmcadler
@snowhydro
@tal7291
@ra
@createdbyrcw

Top Tweeters in G7:
@dariosailor86
@pradier_marc
@ruimtevaart
@laurelrusswurm
@gizaartworks
@albertointernet
@jjuang3
@vonhitchofen
@buena_heldin
@hanjehee

Top Tweeters in G8:
@rjber15
@lianabrooks
@emccoy_writer
@pecunium
@whysharksmatter
@yolandavdzee
@cathypegau
@vinaigrettegirl
@morselya
@cbl2

Top Tweeters in G9:
@5fec93919a544d3
@ramiro150402
@lizditz
@ssxman2
@ciocia
@hopealdridge
@bassaces1
@aureliacotta
@doritmi
@gurdur

Top Tweeters in G10:
@madrynha2012
@jj_angelus
@vicentelozadab
@ganjasmokercb
@cabbidges
@drferdowsi
@sminaev2015
@grawoig
@katelovesneuro
@cosseaton


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