open science, Twitter, 4/23/2019 3:35:46 PM, 194637


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open science_2019-04-23_07-05-07.xlsx
open science_2019-04-23_07-05-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 23, 2019
Short Description:
open science via NodeXL http://bit.ly/2PsBbMI
@_open_science_
@forammamma
@vinlioni
@nmnh
@takethatdarwin
@pdakean
@reid_co
@openscience
@dukeu
@wearetheleavers

Top hashtags:
#scicomm
#science
#openscience
#ai
#easter
#openaccess
#sciart
#research
#phdchat
#earthday

Description:
Description
The graph represents a network of 6,891 Twitter users whose tweets in the requested range contained "open science", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 23 April 2019 at 14:07 UTC.

The requested start date was Tuesday, 23 April 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 4-day, 16-hour, 55-minute period from Thursday, 18 April 2019 at 07:05 UTC to Tuesday, 23 April 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 : 6891
Unique Edges : 8543
Edges With Duplicates : 1018
Total Edges : 9561
Number of Edge Types : 3
Mentions : 7756
Tweet : 1376
Replies to : 429
Self-Loops : 1376
Reciprocated Vertex Pair Ratio : 0.0236366037237554
Reciprocated Edge Ratio : 0.0461816305469556
Connected Components : 1336
Single-Vertex Connected Components : 536
Maximum Vertices in a Connected Component : 2374
Maximum Edges in a Connected Component : 4440
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.888901
Graph Density : 0.000163272217879951
Modularity : 0.816884
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[49] https://www.theguardian.com/science/2019/apr/18/fragile-historic-buildings-open-doors-to-virtual-visitors
[45] https://www.theguardian.com/science/2019/apr/18/fragile-historic-buildings-open-doors-to-virtual-visitors?CMP=share_btn_tw
[44] https://econ.trib.al/hqTRnEQ
[27] https://inspirehep.net/record/1727304
[17] https://www.theguardian.com/science/2019/apr/18/fragile-historic-buildings-open-doors-to-virtual-visitors?CMP=Share_iOSApp_Other
[16] https://www.clickz.com/the-science-of-email-marketing-how-psychology-can-help-email-open-rates/231394/
[15] https://technical.ly/philly/2019/04/18/what-is-open-science-r-ladies/
[12] https://www.worc.ac.uk/cric
[10] https://www.genomeweb.com/informatics/sage-bionetworks-executive-urges-adoption-standards-create-open-science
[9] https://sciencetrends.com/the-open-science-of-reproductive-biology-a-new-open-source-project-for-sperm-analysis/

Top URLs in Tweet in G1:
[6] https://twitter.com/hood_naturalist/status/1119014502782181376
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193115
[4] https://files.fm/
[4] https://shop.spreadshirt.com/numfocus/
[3] https://lastdna.com/genome-project-write/
[3] https://twitter.com/VictoriaAddis/status/1120021724513304576
[3] https://twitter.com/scifri/status/1120403222806581248
[3] https://thirdpodfromthesun.com/2019/04/15/when-the-sahara-was-green/
[2] https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2018JB016311
[2] https://onlinelibrary.wiley.com/doi/full/10.1111/cura.12298

Top URLs in Tweet in G2:
[29] https://www.theguardian.com/science/2019/apr/18/fragile-historic-buildings-open-doors-to-virtual-visitors
[23] https://www.theguardian.com/science/2019/apr/18/fragile-historic-buildings-open-doors-to-virtual-visitors?CMP=share_btn_tw
[10] https://www.theguardian.com/science/2019/apr/18/fragile-historic-buildings-open-doors-to-virtual-visitors?CMP=Share_iOSApp_Other
[8] https://www.clickz.com/the-science-of-email-marketing-how-psychology-can-help-email-open-rates/231394/
[7] http://tweetedtimes.com/#!/media/guardian/science
[5] https://www.theguardian.com/science/2019/apr/18/fragile-historic-buildings-open-doors-to-virtual-visitors?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.theguardian.com/science/2019/apr/18/fragile-historic-buildings-open-doors-to-virtual-visitors?CMP=Share_AndroidApp_Tweet
[4] https://www.eventbrite.co.uk/e/college-of-social-science-life-beyond-your-phd-tickets-52954900533
[3] https://www.datainnovation.org/2019/04/5-qs-for-brian-nosek-executive-director-of-the-center-for-open-science/
[3] https://www.theopennotebook.com/2019/04/17/peep-ye-peep-ye-announcing-the-winners-of-the-worlds-finest-science-themed-peeps-diorama-contest/

Top URLs in Tweet in G3:
[26] https://inspirehep.net/record/1727304
[7] https://verbeeldingskr8.nl/sparkinson/sparks/open-science-meets-parkinsons/
[6] http://www.bodyofevidence.ca/podcast/interview-brian-nosek-open-science
[2] https://eliademy.com/catalog/oer/module-1-open-principles.html
[2] https://www.datainnovation.org/2019/04/5-qs-for-brian-nosek-executive-director-of-the-center-for-open-science/
[1] http://bodyofevidence.ca/podcast/interview-brian-nosek-open-science
[1] https://osf.io/rt7uc/
[1] https://drive.google.com/file/d/1K0oYRn7VMRwF95bAFJYgtvV6h5D1_zvK/view?usp=drive_open
[1] https://www.mcgill.ca/neuro/article/open-science-stories-research-stories/accelerating-drug-discovery-open-science
[1] https://twitter.com/nicolebarbaro/status/1118849724780560384

Top URLs in Tweet in G4:
[1] https://www.telegraph.co.uk/news/science/8002833/Best-evolutionary-biology-books-from-Stephen-Jay-Gould-to-Richard-Dawkins.html
[1] https://www.instagram.com/p/BwhdLJ0nS-o/?utm_source=ig_twitter_share&igshid=imlct6ysqq2e

Top URLs in Tweet in G5:
[10] https://technical.ly/philly/2019/04/18/what-is-open-science-r-ladies/
[6] https://technical.ly/philly/2019/04/18/what-is-open-science-r-ladies
[3] https://doi.org/10.25815/7hta-ve88
[2] https://twitter.com/PsychRabble/status/1119071823789010944
[2] https://www.eifl.net/news/enhancing-open-science-west-central-africa
[2] https://www.jobs.ac.uk/job/BRH699/chair-in-health-data-science-and-computing
[2] https://www.reddit.com/r/Open_Science/comments/bf9jio/open_science_fund_breaking_barriers_for_open/?utm_source=ifttt
[2] https://ecocloud.ch/2019/03/25/open-science-fund-breaking-barriers-for-open-research/
[2] https://www.reddit.com/r/Open_Science/comments/bfahv2/open_science_in_software_engineering/?utm_source=ifttt
[2] https://arxiv.org/abs/1904.06499v1

Top URLs in Tweet in G6:
[1] https://business.financialpost.com/news/economy/moodys-downgrades-ontarios-credit-rating-from-aa3-to-aa2-citing-deficit
[1] http://www.cbc.ca/
[1] https://www.cbc.ca/news/canada/toronto/occ-urges-retail-rethink-for-next-phase-of-cannabis-plan-1.5105207

Top URLs in Tweet in G7:
[1] https://twitter.com/djnavarro/status/1118272566269857792
[1] https://www.jobs.ac.uk/job/BRR393/lecturer-in-developmental-psychology-two-posts?fbclid=IwAR3stDHRSgFev5HZPam_Whcevy86p4xBSiLh7OOSWNiWUvuawXHqmrPb1QQ
[1] https://www.sciencedirect.com/science/article/pii/S187892931730021X?via%3Dihub
[1] https://www.youtube.com/watch?v=cZxfA2YDCZw&feature=youtu.be

[1] https://twitter.com/mcxfrank/status/1118227417774952448
[1] https://www.eventbrite.com/e/csvconfv4-tickets-51761947378
[1] https://id.elsevier.com/as/authorization.oauth2?platSite=SD%2Fscience&scope=openid+email+profile+els_auth_info+urn%3Acom%3Aelsevier%3Aidp%3Apolicy%3Aproduct%3Ainst_assoc&response_type=code&redirect_uri=https%3A%2F%2Fwww.sciencedirect.com%2Fuser%2Fidentity%2Flanding&authType=SINGLE_SIGN_IN&prompt=none&client_id=SDFE-v2&state=retryCounter%3D0%26csrfToken%3D5308eb8b-0123-4dc6-b6eb-63b02a19c66b%26idpPolicy%3Durn%253Acom%253Aelsevier%253Aidp%253Apolicy%253Aproduct%253Ainst_assoc%26returnUrl%3D%252Fscience%252Farticle%252Fpii%252FS0960982219300752%26cid%3Darp-09ad5553-125b-413a-9048-1acc88b4fe1a

Top URLs in Tweet in G8:
[2] https://www.pressreleasepoint.com/team-proposes-plan-use-bioinformatics-open-data-boost-science-developing-countries
[1] http://twimlai.com/talk/253
[1] https://twimlai.com/twiml-talk-254-cudf-cuml-rapids-gpu-accelerated-data-science-with-paul-mahler/
[1] https://indianexpress.com/article/technology/science/artificial-intelligence-can-track-neurons-faster-than-humans-5679147/
[1] http://www.analyticsvidhya.com/blog/2017/03/create-packages-r-cran-github/?utm_source=twitter.com&utm_medium=social
[1] https://www.santannapisa.it/it/istituto/tecip/news/open-call-expression-interest-associate-professorship-new-generation-robots

Top URLs in Tweet in G10:
[3] https://www.s4d4c.eu/the-s4d4c-open-doors-programme-brought-five-grantees-closer-to-science-diplomacy/
[1] https://metro.co.uk/2019/04/17/nasa-releases-incredible-photo-uk-taken-international-space-station-9234318/
[1] https://sentinel-hub.com/contest
[1] https://lps19.esa.int/living-planet-symposium-2019/registration/Site/Register
[1] http://lps19prog.esa.int/
[1] https://cseol.eu
[1] https://www.imperativemoocs.com/courses/disruptingeo
[1] http://2bmoae.top/?5773
[1] https://twitter.com/nasaearth/status/1120371686434410498
[1] http://www.earthday.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[305] twitter.com
[139] theguardian.com
[64] co.uk
[55] spotify.com
[54] trib.al
[41] youtube.com
[38] sciencedirect.com
[34] ac.uk
[29] google.com
[27] inspirehep.net

Top Domains in Tweet in G1:
[155] twitter.com
[25] youtube.com
[10] co.uk
[8] wiley.com
[8] wordpress.com
[6] theguardian.com
[6] com.au
[5] nature.com
[5] medium.com
[5] lastdna.com

Top Domains in Tweet in G2:
[76] theguardian.com
[27] twitter.com
[24] spotify.com
[11] medium.com
[9] co.uk
[8] facebook.com
[8] clickz.com
[7] sciencedirect.com
[7] tweetedtimes.com
[6] google.com

Top Domains in Tweet in G3:
[26] inspirehep.net
[7] bodyofevidence.ca
[7] verbeeldingskr8.nl
[6] twitter.com
[3] osf.io
[3] eliademy.com
[2] youtube.com
[2] datainnovation.org
[1] google.com
[1] mcgill.ca

Top Domains in Tweet in G4:
[1] co.uk
[1] instagram.com

Top Domains in Tweet in G5:
[16] technical.ly
[6] twitter.com
[6] reddit.com
[4] ac.uk
[3] doi.org
[3] uva.nl
[2] eifl.net
[2] r-bloggers.com
[2] ecocloud.ch
[2] arxiv.org

Top Domains in Tweet in G6:
[2] cbc.ca
[1] financialpost.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] ac.uk
[1] sciencedirect.com
[1] youtube.com
[1] eventbrite.com
[1] elsevier.com

Top Domains in Tweet in G8:
[2] twimlai.com
[2] pressreleasepoint.com
[1] indianexpress.com
[1] analyticsvidhya.com
[1] santannapisa.it

Top Domains in Tweet in G10:
[3] s4d4c.eu
[2] esa.int
[1] co.uk
[1] sentinel-hub.com
[1] cseol.eu
[1] imperativemoocs.com
[1] 2bmoae.top
[1] twitter.com
[1] earthday.org
[1] wzzm13.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[610] scicomm
[189] science
[177] openscience
[76] ai
[55] easter
[50] openaccess
[41] sciart
[38] research
[37] phdchat
[34] earthday



Top Hashtags in Tweet in G1:
[561] scicomm
[77] openscience
[59] science
[28] climatechange
[23] phdchat
[22] openaccess
[22] sciart
[20] stem
[16] earthday
[16] research

Top Hashtags in Tweet in G2:
[39] science
[25] kellyjobs
[25] kellyservices
[8] odsc
[7] openscience
[7] education
[6] news
[6] phdchat
[5] openaccess
[5] engineering

Top Hashtags in Tweet in G3:
[26] openscience
[14] parkinsonsdisease
[8] opendata
[3] fromthefeed
[2] openscienceuga
[2] cp
[1] scicomm
[1] academia
[1] openaccess
[1] intellectualproperty

Top Hashtags in Tweet in G4:
[1] repost

Top Hashtags in Tweet in G5:
[20] openscience
[12] elsevier
[11] rstats
[3] thewebconf
[2] parkinsonsdisease
[2] rladies
[2] openresearch
[2] epitwitter
[2] osdceast
[1] datascience

Top Hashtags in Tweet in G6:
[1] nocutstoeduation

Top Hashtags in Tweet in G7:
[11] lorentzcdbd
[5] hackathon
[1] rok
[1] peerreview
[1] machinelearning
[1] openscience
[1] ppfawards
[1] csvconfv4
[1] pdx

Top Hashtags in Tweet in G8:
[55] ai
[7] artificial
[7] intelligence
[7] robotics
[7] r
[1] neuroscience
[1] package
[1] material
[1] science

Top Hashtags in Tweet in G10:
[8] earthday
[6] earthobservation
[4] lps19
[4] mooc
[3] livingplanet
[3] citizenscience
[2] copernicus
[2] sentinel
[2] space
[2] scicomm

Top Words
Top Words in Tweet in Entire Graph:
[4435] Words in Sentiment List#1: Positive
[1727] Words in Sentiment List#2: Negative
[21] Words in Sentiment List#3: Angry/Violent
[136164] Non-categorized Words
[142326] Total Words
[3320] science
[3084] open
[610] #scicomm
[431] more
[416] now

Top Words in Tweet in G1:
[561] #scicomm
[151] science
[101] out
[83] great
[77] more
[77] #openscience
[75] s
[70] one
[59] research
[59] #science

Top Words in Tweet in G2:
[530] open
[446] science
[68] doors
[66] virtual
[63] fragile
[63] historic
[63] buildings
[63] visitors
[63] more
[53] data

Top Words in Tweet in G3:
[282] open
[270] science
[114] practices
[100] today
[96] studies
[95] day
[95] lab
[94] pdakean
[94] prereg
[93] pledge

Top Words in Tweet in G4:
[14] open
[9] science
[7] takethatdarwin
[4] evolution
[4] ah_science
[4] out
[4] things
[4] never
[3] cubesteve
[3] schmoop0521

Top Words in Tweet in G5:
[97] science
[92] open
[27] research
[23] health
[22] data
[21] re
[20] #openscience
[19] new
[18] lecturers
[17] openscience

Top Words in Tweet in G6:
[16] open
[14] science
[5] fordnation
[4] more
[4] health
[4] stevesgoddard
[4] dowsonaaron
[4] work
[4] published
[3] business

Top Words in Tweet in G7:
[65] two
[61] please
[60] lectureship
[60] positions
[60] join
[60] developmental
[60] research
[60] group
[60] keelepsychology
[60] plus

Top Words in Tweet in G8:
[57] team
[55] #ai
[55] driven
[55] automated
[55] algorithm
[55] designed
[55] researchers
[55] dukeu
[55] identify
[55] segment

Top Words in Tweet in G9:
[70] science
[69] minister
[68] technology
[67] pti
[67] ministry
[66] finally
[66] meritorious
[66] appointment
[66] announcing
[66] fawad

Top Words in Tweet in G10:
[25] esa
[22] esa_eo
[22] eo_open_science
[21] earthdaynetwork
[18] copernicuseu
[15] sentinel_hub
[15] eu_opendata
[14] katka_nedbal
[14] eodetective
[12] pierre_markuse

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[625] open,science
[216] now,open
[198] open,access
[147] science,technology
[138] data,science
[129] open,doors
[120] open,source
[116] science,open
[115] historic,buildings
[115] virtual,visitors

Top Word Pairs in Tweet in G1:
[34] check,out
[18] social,media
[18] #scicomm,#science
[14] climate,change
[12] s,one
[11] looking,forward
[10] stand,up
[10] up,comedy
[10] peer,review
[10] find,out

Top Word Pairs in Tweet in G2:
[65] open,doors
[63] fragile,historic
[63] historic,buildings
[63] buildings,open
[63] doors,virtual
[63] virtual,visitors
[45] open,science
[34] click,link
[33] link,bio
[31] bio,see

Top Word Pairs in Tweet in G3:
[233] open,science
[102] science,practices
[93] today,day
[93] day,pledge
[93] pledge,move
[93] move,lab
[93] lab,open
[93] practices,prereg
[93] prereg,studies
[93] studies,entering

Top Word Pairs in Tweet in G4:
[2] open,science
[2] science,always
[2] dadebiluno,legendzane
[2] blairbrown,rholftroy
[2] rholftroy,tiseven2
[2] tiseven2,cormaic_ruadh
[2] cormaic_ruadh,jesus_is_g_d
[2] jesus_is_g_d,lalanamour
[2] lalanamour,garym9999
[2] bentley32255822,leanneaf

Top Word Pairs in Tweet in G5:
[53] open,science
[15] data,science
[14] want,establish
[14] establish,yourself
[14] yourself,independent
[14] independent,researcher
[14] researcher,transition
[14] transition,basic
[14] basic,science
[14] science,applied

Top Word Pairs in Tweet in G6:
[3] fordnation,open
[3] open,business
[3] business,debt
[3] debt,shares
[3] shares,more
[3] more,important
[3] important,cuts
[3] cuts,education
[3] education,indigenous
[3] indigenous,health

Top Word Pairs in Tweet in G7:
[60] please,two
[60] two,lectureship
[60] lectureship,positions
[60] positions,join
[60] join,developmental
[60] developmental,research
[60] research,group
[60] group,keelepsychology
[60] keelepsychology,plus
[60] plus,value

Top Word Pairs in Tweet in G8:
[55] #ai,driven
[55] driven,automated
[55] automated,algorithm
[55] algorithm,designed
[55] designed,team
[55] team,researchers
[55] researchers,dukeu
[55] dukeu,identify
[55] identify,segment
[55] segment,neurons

Top Word Pairs in Tweet in G9:
[68] minister,science
[67] science,technology
[66] finally,meritorious
[66] meritorious,appointment
[66] appointment,pti
[66] pti,announcing
[66] announcing,fawad
[66] fawad,ch
[66] ch,minister
[66] technology,ministry

Top Word Pairs in Tweet in G10:
[14] esa_eo,copernicuseu
[14] copernicuseu,katka_nedbal
[14] eo_open_science,eodetective
[14] eodetective,eu_opendata
[14] eu_opendata,earthdaynetwork
[13] katka_nedbal,eo_open_science
[12] sentinel_hub,esa_eo
[8] earthdaynetwork,londonsnowwatch
[8] londonsnowwatch,esa
[7] check,out

Top Replied-To
Top Replied-To in Entire Graph:
@pierre_markuse
@victoriaaddis
@londonsnowwatch
@gordpennycook
@rensbod
@sentinel_hub
@nuclearkatie
@seizagirre
@crackedscience
@protohedgehog

Top Replied-To in G1:
@victoriaaddis
@jpderuiter
@khailjares
@saradwms
@demirci_selay
@orad
@beckerlabusc
@nature
@mit_shass
@themichjam

Top Replied-To in G2:
@ligola
@sudhirmemorial

Top Replied-To in G3:
@crackedscience
@pdakean
@cees_dekker
@cedricbatailler
@mcxfrank
@seriousstats
@cern
@ben_c_j
@joelsnyder12
@datingdecisions

Top Replied-To in G4:
@johnkrahn2
@bootsrnecessary
@bachro15
@muskanpatel95
@dabauz
@____roar____
@doesnabout
@thejimmajors
@rhetticent
@kitemanargues

Top Replied-To in G5:
@rensbod
@technicallyphl
@briantheligman
@meaningness
@nwonieuws
@cdsouthan
@egonwillighagen
@jeroenson

Top Replied-To in G6:
@dowsonaaron
@gjcats
@andrewemcameron
@fordnation
@alexandercobabe
@peter102746
@geraldkutney
@glinch72
@captbobdad
@mlbinwa

Top Replied-To in G7:
@smirandafield
@minoritystem

Top Replied-To in G9:
@fawadchaudhry
@khurramhusain

Top Replied-To in G10:
@pierre_markuse
@londonsnowwatch
@sentinel_hub
@markwalters_
@annamaria_84
@ciangaia
@s4d4c
@eo_open_science
@copernicuseu

Top Mentioned
Top Mentioned in Entire Graph:
@pdakean
@marriyum_a
@keelepsychology
@jimgrange
@dukeu
@stpiindia
@codeorg
@htnos
@theeconomist
@silverfest

Top Mentioned in G1:
@_open_science_
@g4mma
@victoriaaddis
@theagu
@leafwax
@dnlee5
@agu_scicomm
@saradwms
@thirdpod
@sci_bloggers

Top Mentioned in G2:
@heartsmsu
@fezziwig2008
@michaelsadgrove
@gensou_haru
@miyu_ppppphm
@montreal_ai
@everlearntweets
@schestowitz
@lupine_online

Top Mentioned in G3:
@pdakean
@briannosek
@cern
@inspirehep
@osframework
@drlabos
@theneuro_mni
@crackedscience
@michelenuijten
@nicolebarbaro

Top Mentioned in G4:
@takethatdarwin
@ah_science
@cubesteve
@schmoop0521
@robjgoldberg
@nm_rocker
@atheist_dragon
@rtheatheist
@jesus_is_g_d
@bentley32255822

Top Mentioned in G5:
@openscience
@technicallyphl
@nihracademy
@doctapas
@jaclyn_taroni
@uva_amsterdam
@bernardrentier
@jebs284
@rladiesphilly
@olgabot

Top Mentioned in G6:
@fordnation
@stevesgoddard
@stormsignalsa
@altus_arc
@rln_nelson
@theclimatehawk
@jamesrider3
@ethonraptor
@bradschrag
@tangomitteckel

Top Mentioned in G7:
@keelepsychology
@jimgrange
@rogierk
@drelsje
@csvconference
@ohbm
@katjaqheuer
@ppforumca
@benediktehinger

Top Mentioned in G8:
@dukeu
@stpiindia
@nvidia
@twimlai
@santannapisa
@analyticsvidhya
@prpnews
@kylecranmer
@pdakean

Top Mentioned in G9:
@marriyum_a
@fawadchaudhry
@ptiofficial
@pmln_org

Top Mentioned in G10:
@esa
@esa_eo
@eo_open_science
@earthdaynetwork
@copernicuseu
@eu_opendata
@katka_nedbal
@eodetective
@sentinel_hub
@londonsnowwatch

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@alllibertynews
@lopezgovlaw
@united
@edinburghwatch
@evankirstel
@insdatainter
@rocketnews1
@prpnews
@bspodnetwork

Top Tweeters in G1:
@nbcwashington
@deepgreendesign
@ukbloggers1
@cbsnews
@hragy
@realscientists
@cbsthismorning
@dnlee5
@darth
@blackmudpuppy

Top Tweeters in G2:
@robinsnewswire
@rocketnews1
@airiters
@schestowitz
@ecointernetdrgb
@jackiedeburca
@iconjurer
@drpatfarrell
@ioskap
@thecouponplanet

Top Tweeters in G3:
@pash22
@steltenpower
@cd_fuller
@deevybee
@thebertmcgill
@kylewadegrove
@shionguha
@isidroaguillo
@tmertzi
@evomri

Top Tweeters in G4:
@mwforhr
@cherokee_autumn
@takethatdarwin
@glorify_thyname
@lonebeatle
@michellmybell1
@ebatterson
@swettmanf
@i_womb
@h2ofizz

Top Tweeters in G5:
@jennykim
@artirkel
@egonwillighagen
@copronorfolk
@ctitusbrown
@davidpriceucl
@rstatstweet
@openscience
@seis_matters
@monseurm

Top Tweeters in G6:
@terrilltf
@stevesgoddard
@mcatlady54
@regimechangebc
@81i2
@ykrahs666
@craigthomler
@friendsoscience
@gillesnfio
@heymikey80

Top Tweeters in G7:
@kegill
@o_guest
@samschoolstuff
@tomkatsumi
@kirstie_j
@gozde786
@ar0mcintosh
@brandontlocke
@aidanhorner
@drgbuckingham

Top Tweeters in G8:
@prpnews
@santchiweb
@newsfromitaly
@akdm_bot
@shrikant_stpib
@fmdigitale
@dukeu
@jaya_stpiblr
@stpiindia
@lokeshn85

Top Tweeters in G9:
@ptiofficial
@mairahashmi
@nomiferoz
@abbasakbar777
@gulfrazpmln
@nayyarhussain12
@fastidious_chap
@mugoher
@alewarraich
@hsmahmood29

Top Tweeters in G10:
@ciangaia
@sustainable2050
@girlgamer_ynwa
@londonsnowwatch
@nasa
@ttiaat
@copernicuseu
@esa
@reddosukre
@plantsmap