citsci, Twitter, 8/13/2022 12:54:17 AM, 279939


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citsci_2022-08-12_17-36-00.xlsx
citsci_2022-08-12_17-36-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2022
Short Description:
citsci via NodeXL https://bit.ly/3bV8asn
@citsci_geek
@eucitsci
@citscioz
@citieshealtheu
@citsciassoc
@dryver_citsci
@cstrackproject
@nhm_citsci
@coopsciscoop
@scistarter

Top hashtags:
#citizenscience
#citsci
#raci2022
#h2020
#openscience
#ozchem
#science

Description:
Description
The graph represents a network of 2,345 Twitter users whose tweets in the requested range contained "citsci", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 13 August 2022 at 00:43 UTC.

The requested start date was Saturday, 13 August 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 102-day, 10-hour, 1-minute period from Sunday, 01 May 2022 at 07:00 UTC to Thursday, 11 August 2022 at 17:01 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 : 2345
Unique Edges : 3153
Edges With Duplicates : 8160
Total Edges : 11313
Number of Edge Types : 5
Retweet : 2406
MentionsInRetweet : 4186
Tweet : 597
Mentions : 3668
Replies to : 456
Self-Loops : 610
Reciprocated Vertex Pair Ratio : 0.0851836037574722
Reciprocated Edge Ratio : 0.156993901239426
Connected Components : 66
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 2130
Maximum Edges in a Connected Component : 10944
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.12384
Graph Density : 0.00092474002488775
Modularity : 0.340478
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 2,345 Twitter users whose tweets in the requested range contained "citsci", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 13 August 2022 at 00:43 UTC.

The requested start date was Saturday, 13 August 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 102-day, 10-hour, 1-minute period from Sunday, 01 May 2022 at 07:00 UTC to Thursday, 11 August 2022 at 17:01 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 : citsci
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:
[101] https://zenodo.org/record/6045639#.YhNqQ5PMKAk
[66] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[29] http://ow.ly/bULG50Hu7F6
[14] https://zenodo.org/record/6034585#.YhZYFZPMId6
[13] https://www.itc.nl/research/open-science/citizen_science/
[13] http://citsci.geog.mcgill.ca/en/users/sign_in
[12] https://par.nsf.gov/servlets/purl/10276553
[11] https://www.scienceworld.ca/resource/earthquakes/
[10] https://citizenscience.org/c-sci-2022/
[8] https://cosmosmagazine.com/nature/the-current-state-of-citizen-science%ef%bf%bc/

Top URLs in Tweet in G1:
[2] https://twitter.com/Lady_Beaker/status/1529242100797038592
[2] https://twitter.com/LetsTalkSciComm/status/1543717248958795776
[2] https://twitter.com/Monalis78921249/status/1544685093046071298
[2] https://twitter.com/kylieafrancis/status/1544833488616321024
[2] https://twitter.com/RACInational/status/1544195084630904832
[2] https://twitter.com/i/lists/1543480968811782144
[2] https://twitter.com/EAKataev/status/934058627845050370
[2] https://twitter.com/Klemistry/status/1544206073564844033
[2] https://iview.abc.net.au/show/landline
[2] https://twitter.com/JomoKigotho/status/1544884432901144576

Top URLs in Tweet in G2:
[93] https://zenodo.org/record/6045639#.YhNqQ5PMKAk
[65] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[14] https://zenodo.org/record/6034585#.YhZYFZPMId6
[12] https://www.itc.nl/research/open-science/citizen_science/
[10] https://citizenscience.org/c-sci-2022/
[8] https://ibercivis.es/curso-verano-cc-universidades-2022/
[7] https://cstrack.eu/format/reports/learning-from-others-marketing-the-science-and-engaging-the-citizens/
[7] https://www.ecowatch.com/citizen-science-2646383579.html
[6] https://www.advancedsciencenews.com/citizen-science-the-future-of-research-could-be-in-the-hands-of-many/
[6] https://medium.com/eoceans/what-is-citizen-science-760db9e81b68

Top URLs in Tweet in G3:
[6] https://uk.inaturalist.org/projects/city-nature-challenge-2022-london
[5] https://www.nhm.ac.uk/take-part/citizen-science/bioblitz/city-nature-challenge.html
[4] https://www.mcsuk.org/news/get-seaweed-search-ready-with-our-new-events/
[4] https://www.nhm.ac.uk/take-part/citizen-science/big-seaweed-search.html
[2] https://linktr.ee/gsbioblitz
[2] https://naturalhistorymuseum.blog/2022/05/12/city-nature-challenge-2022-results-and-highlights-community-science/
[2] https://www.nhm.ac.uk/take-part/citizen-science/fly-finder.html
[2] https://citsci.org/projects/ecosystem-explorers
[1] https://sites.google.com/umn.edu/invasive-species-citsci/bettering-butternuts
[1] https://www.inaturalist.org/pages/teacher's+guide

Top URLs in Tweet in G4:
[29] http://ow.ly/bULG50Hu7F6
[9] https://par.nsf.gov/servlets/purl/10276553
[5] https://www.usgs.gov/core-science-systems/ngp/tnm-corps/mapping-challenges?qt-science_support_page_related_con=3#qt-science_support_page_related_con
[4] https://scistarter.org/csi-cop
[4] http://ow.ly/trfK50I9kPs
[4] http://ow.ly/eYLB50HY2gS
[4] http://ow.ly/o3He50FBukq
[3] https://instantwild.zsl.org/projects/osa-CTN
[2] https://blog.scistarter.org/featured-projects/2022/04/spring-and-citizen-science-are-for-the-birds/
[2] https://blog.scistarter.org/2012/07/10-awesome-summer-citizen-science-projects/

Top URLs in Tweet in G5:
[6] https://www.drsuepillans.com/
[6] http://journals.sagepub.com/doi/10.1177/13563890221085996
[3] https://www.spotteron.net/
[2] https://twitter.com/LetsTalkSciComm/status/1524875915863285761
[2] https://www.spotteron.net/blog-and-news/the-science-of-citizen-science-book-has-been-published-free-ebook
[2] https://www.spotteron.net/about/citizen-science-in-horizon-europe-partnerships
[2] https://www.spotteron.net/citizen-science-app-features/spots
[2] https://www.spotteron.net/de/citizen-science-apps
[1] https://www.surveymonkey.com/r/TNQQXDP?utm_source=SurveyMonkey&utm_medium=email,+flyer&utm_campaign=TeachLIVE
[1] https://twitter.com/i/web/status/1535743856108613632

Top URLs in Tweet in G6:
[4] https://play.google.com/store/apps/details?id=com.dryrivers
[4] https://apps.apple.com/us/app/dryrivers/id1593273058
[1] https://twitter.com/EdR4m/status/1470311571259863041
[1] https://twitter.com/ZipperSam/status/1534229518034030600
[1] https://twitter.com/CinTyLeeEarth/status/1531644648405475328
[1] https://earth.org/longest-river-in-italy-drying-up/
[1] https://www.cnbc.com/2022/07/05/italy-declared-a-state-of-emergency-because-of-drought-in-the-po-river.html
[1] https://ram05.fr/a-flot-ou-a-sec
[1] https://www.dryver.eu/
[1] https://twitter.com/Just516garc/status/1532042868545552384

Top URLs in Tweet in G7:
[8] https://zenodo.org/record/6045639#.YhNqQ5PMKAk
[1] https://coeso.hypotheses.org/1435
[1] https://coeso.hypotheses.org/funding-advocacy
[1] https://coeso.hypotheses.org/2180
[1] https://mosaic-mission.eu/citizen-engagement-quarterly
[1] https://coeso.hypotheses.org/pilots
[1] https://zenodo.org/record/6788039#.YuuB5nZByUl
[1] https://www.youtube.com/watch?v=InLrCoT4CjU

[1] https://twitter.com/i/web/status/1534101063208513539
[1] https://coeso.hypotheses.org/1909

Top URLs in Tweet in G8:
[4] https://deepod.se/
[2] https://unstats.un.org/unsd/undataforum/programme/call-for-programme-proposals.html
[1] https://twitter.com/MICSproject/status/1541734143284969475
[1] https://twitter.com/water_rangers/status/1530218087458422784
[1] https://twitter.com/massiveradius/status/1539066201971761154
[1] https://twitter.com/water_rangers/status/1528406596044431360
[1] https://twitter.com/GabrielMariya/status/1527322735206346754
[1] https://josepedronaisser.blogspot.com/2022/06/project-2022-regeneration-of-planet.html
[1] https://bit.ly/3t9qeEu
[1] https://twitter.com/JNMScience/status/1529118481362329601

Top URLs in Tweet in G9:
[2] https://gothamwhale.org/citizen-science-explained/
[1] https://www.manitoulin.com/no-green-thumb-dont-fret-the-buzz-is-you-can-still-help-the-bees/
[1] https://www.signupgenius.com/go/8050e44afa728a1fd0-pinery
[1] https://gothamwhale.org/citizen-science/
[1] https://gothamwhale.org/wanted/

Top URLs in Tweet in G10:
[1] https://www.q13fox.com/news/volunteers-prove-critical-in-the-fight-against-invasive-green-crabs
[1] https://apply.interfolio.com/107320
[1] https://twitter.com/i/web/status/1536777829605527562
[1] https://twitter.com/wagreencrab/status/1532083506519584768

Top Domains
Top Domains in Tweet in Entire Graph:
[341] twitter.com
[195] zenodo.org
[43] ow.ly
[41] scistarter.org
[37] cstrack.eu
[23] mcgill.ca
[20] wiley.com
[20] ac.uk
[20] spotteron.net
[19] youtube.com

Top Domains in Tweet in G1:
[126] twitter.com
[9] com.au
[6] org.au
[4] net.au
[4] gov.au
[4] oup.com
[3] youtube.com
[3] edu.au
[2] wix.com
[2] raci2022.com

Top Domains in Tweet in G2:
[185] zenodo.org
[80] twitter.com
[37] cstrack.eu
[20] scistarter.org
[16] citizenscience.org
[12] itc.nl
[10] phys.org
[10] citizenscienceassociation.org
[9] theconversation.com
[8] frontiersin.org

Top Domains in Tweet in G3:
[15] inaturalist.org
[14] ac.uk
[9] twitter.com
[9] mcsuk.org
[3] bit.ly
[3] org.uk
[3] citsci.org
[2] org.au
[2] wix.com
[2] com.au

Top Domains in Tweet in G4:
[43] ow.ly
[36] twitter.com
[20] scistarter.org
[9] nsf.gov
[6] zsl.org
[5] usgs.gov
[3] oup.com
[2] mountaineers.org
[2] cosmosmagazine.com
[2] videohall.com

Top Domains in Tweet in G5:
[20] spotteron.net
[17] twitter.com
[6] drsuepillans.com
[6] sagepub.com
[1] surveymonkey.com
[1] youtube.com
[1] smithsonianmag.com
[1] sciencedirect.com
[1] linkedin.com
[1] nih.gov

Top Domains in Tweet in G6:
[7] twitter.com
[4] google.com
[4] apple.com
[3] dryver.eu
[2] facebook.com
[1] earth.org
[1] cnbc.com
[1] ram05.fr
[1] co.uk
[1] bit.ly

Top Domains in Tweet in G7:
[9] zenodo.org
[7] hypotheses.org
[4] twitter.com
[1] mosaic-mission.eu
[1] youtube.com
[1] hanssauerstiftung.de
[1] msternchenw.de
[1] tu-darmstadt.de

Top Domains in Tweet in G8:
[7] twitter.com
[4] deepod.se
[3] bit.ly
[2] un.org
[2] noaa.gov
[1] blogspot.com
[1] ymparisto.fi
[1] wiley.com
[1] stopfundingoverfishing.com
[1] oceana.org

Top Domains in Tweet in G9:
[4] gothamwhale.org
[1] manitoulin.com
[1] signupgenius.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] q13fox.com
[1] interfolio.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1073] citizenscience
[1012] citsci
[468] raci2022
[159] h2020
[120] openscience
[114] ozchem
[88] science
[81] mysciencemay
[76] scicomm
[57] citynaturechallenge



Top Hashtags in Tweet in G1:
[466] raci2022
[112] ozchem
[72] citizenscience
[55] mysciencemay
[41] scicomm
[31] chemistry
[23] chemed
[21] myscimonday
[16] science
[15] gsb2022

Top Hashtags in Tweet in G2:
[617] citizenscience
[505] citsci
[156] h2020
[104] openscience
[41] asktheexpert
[32] science
[32] csci2022
[30] citieshealtheu
[28] cienciaciudadana
[25] stepchangeeu

Top Hashtags in Tweet in G3:
[49] citynaturechallenge
[35] bigseaweedsearch
[23] london
[22] flyfinder
[17] citizenscience
[15] gsb2022
[15] wildlife
[15] citynaturechallengelondon
[12] citsci
[12] nature

Top Hashtags in Tweet in G4:
[136] citsci
[130] citizenscience
[40] tnmcorps
[40] usgs
[40] gis
[29] mapping
[26] communityscience
[15] participatoryscience
[14] cameratraps
[11] thenationalmap

Top Hashtags in Tweet in G5:
[62] citizenscience
[45] citsci
[22] mysciencemay
[12] scicomm
[12] science
[8] myscimonday
[5] community
[4] openaccess
[4] horizoneu
[4] horizon2020

Top Hashtags in Tweet in G6:
[20] citizenscience
[13] drought
[9] inrae
[7] dryingrivers
[5] freshwater
[4] poland
[4] dryingrivernetworks
[4] genal
[3] river
[3] sangone

Top Hashtags in Tweet in G7:
[33] citsci
[29] coeso
[26] citizenscience
[21] ssh
[20] participatoryresearch
[11] freiraum22
[9] funders
[8] openscience
[7] research
[7] funder

Top Hashtags in Tweet in G8:
[24] marine
[20] citsci
[14] data
[14] collection
[10] visualisation
[9] sweden
[8] citizenscience
[4] baltic
[4] society
[4] water

Top Hashtags in Tweet in G9:
[11] rustypatchedbumblebee
[10] citsci
[7] citizenscience
[4] bottlenosedolphins
[1] savewildbees
[1] marinemammal

Top Hashtags in Tweet in G10:
[36] postdoc
[32] citsci
[21] invasivespecies
[21] phdjob
[21] phdlife
[16] greencrab
[15] invasive

Top Words
Top Words in Tweet in Entire Graph:
[1073] #citizenscience
[1012] #citsci
[564] more
[466] #raci2022
[434] science
[423] check
[404] citizen
[397] cstrackproject
[356] learn
[345] project

Top Words in Tweet in G1:
[464] #raci2022
[140] citsci_geek
[125] great
[124] racinational
[111] #ozchem
[96] work
[91] citscioz
[76] see
[74] talk
[73] one

Top Words in Tweet in G2:
[617] #citizenscience
[505] #citsci
[320] cstrackproject
[313] more
[284] check
[270] citizen
[264] learn
[255] full
[247] report
[224] science

Top Words in Tweet in G3:
[57] join
[57] nhm_citsci
[54] inaturalist
[49] species
[49] #citynaturechallenge
[43] help
[43] fly
[42] over
[40] week
[38] project

Top Words in Tweet in G4:
[136] #citsci
[130] #citizenscience
[42] more
[42] fedcitsci
[40] #tnmcorps
[40] #usgs
[40] #gis
[37] coopsciscoop
[37] check
[35] citsciassoc

Top Words in Tweet in G5:
[62] #citizenscience
[60] spotteron
[45] #citsci
[41] apps
[34] citsci_geek
[30] science
[22] #mysciencemay
[21] projects
[19] data
[19] platform

Top Words in Tweet in G6:
[53] dryver_h2020
[21] meeting
[20] #citizenscience
[19] drying
[17] app
[16] river
[16] lyon
[15] dryver_citsci
[14] dryrivers
[13] #drought

Top Words in Tweet in G7:
[66] cstrackproject
[45] check
[45] remember
[43] more
[35] coesoeu
[35] full
[34] citizen
[34] learn
[33] #citsci
[32] report

Top Words in Tweet in G8:
[26] today
[24] #marine
[24] utawehn
[23] conference
[22] mini
[20] #citsci
[16] day
[16] rv_skagerak_gu
[15] marine
[15] ocean

Top Words in Tweet in G9:
[29] help
[18] savewildbees
[15] wpcwild911
[12] sign
[11] bees
[11] learn
[11] look
[11] #rustypatchedbumblebee
[11] pineryprovpark
[11] summer

Top Words in Tweet in G10:
[36] #postdoc
[32] #citsci
[23] wagreencrab
[23] pseanmc
[21] crab
[21] team
[21] looking
[21] fill
[21] position
[21] asap

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[319] learn,more
[269] citizen,science
[266] full,report
[254] report,learn
[198] remember,check
[191] check,full
[137] more,#citizenscience
[110] citizen,scientists
[100] read,full
[99] #citsci,#citizenscience

Top Word Pairs in Tweet in G1:
[33] #raci2022,#ozchem
[25] looking,forward
[17] #ozchem,#raci2022
[16] #raci2022,congress
[16] day,#raci2022
[16] session,#raci2022
[13] racinational,#raci2022
[11] #mysciencemay,favourite
[10] last,night
[10] great,see

Top Word Pairs in Tweet in G2:
[250] learn,more
[234] full,report
[222] report,learn
[174] citizen,science
[161] remember,check
[157] check,full
[120] more,#citizenscience
[98] read,full
[90] #citizenscience,#openscience
[86] #h2020,#citsci

Top Word Pairs in Tweet in G3:
[25] #bigseaweedsearch,week
[21] join,#flyfinder
[21] #flyfinder,project
[21] project,over
[21] over,000
[21] 000,species
[21] species,fly
[21] fly,uk
[21] uk,fly
[21] fly,flinder

Top Word Pairs in Tweet in G4:
[41] #citsci,#citizenscience
[40] fedcitsci,#citsci
[40] #citizenscience,#usgs
[29] #tnmcorps,fedcitsci
[29] #usgs,#mapping
[29] #mapping,#gis
[15] points,submitted
[14] society,steel
[14] steel,tape
[13] citizen,science

Top Word Pairs in Tweet in G5:
[32] #citizenscience,apps
[11] citizen,science
[11] quick,fact
[11] fact,#citizenscience
[11] apps,nature's
[11] nature's,calendar
[11] calendar,program
[11] program,climatewatch
[11] climatewatch,earthwatch_aus
[11] earthwatch_aus,already

Top Word Pairs in Tweet in G6:
[7] citizen,science
[7] great,useful
[7] useful,meeting
[7] meeting,held
[7] held,lyon
[7] lyon,#inrae
[7] #inrae,regarding
[7] regarding,enhance
[7] enhance,temporary
[7] temporary,rivers'

Top Word Pairs in Tweet in G7:
[36] remember,check
[34] learn,more
[34] check,full
[31] full,report
[31] report,learn
[18] citizen,science
[14] citizen,scientists
[13] pilot,projects
[13] more,#citizenscience
[12] #ssh,#citsci

Top Word Pairs in Tweet in G8:
[21] mini,conference
[11] today,goteborgsuni
[10] marine,citizen
[10] citizen,science
[10] #marine,#data
[10] #collection,#visualisation
[9] conference,#marine
[9] research,vessel
[9] excursion,rv_skagerak_gu
[8] #marine,#citsci

Top Word Pairs in Tweet in G9:
[11] sign,help
[11] help,look
[11] look,#rustypatchedbumblebee
[11] #rustypatchedbumblebee,pineryprovpark
[11] pineryprovpark,summer
[11] summer,wpcwild911
[11] wpcwild911,last
[11] last,known
[10] savewildbees,sign
[10] known,recor

Top Word Pairs in Tweet in G10:
[21] crab,team
[21] looking,fill
[21] fill,#postdoc
[21] #postdoc,position
[21] position,asap
[21] asap,please
[21] please,spread
[21] spread,word
[21] word,#invasivespecies
[21] #invasivespecies,#citsci

Top Replied-To
Top Replied-To in Entire Graph:
@citsci_geek
@klemistry
@jasminerjensen
@letstalkscicomm
@imerinet
@citscioz
@saradecoster
@nicolem_white
@genevieve_echo
@martinstoermer

Top Replied-To in G1:
@citsci_geek
@klemistry
@jasminerjensen
@letstalkscicomm
@pariszeilla
@martinstoermer
@genevieve_echo
@nicolem_white
@citscioz
@all_isee

Top Replied-To in G2:
@saradecoster
@citsci_geek
@citieshealtheu
@citsci
@dilekfraisl1
@drclairemurray
@ganaultpierre
@eucitsci
@citsci_edu
@tomergueta

Top Replied-To in G3:
@citsci_geek
@imerinet
@littlelocket
@bennewsome_
@citscioz
@nhm_diptera
@openlittermap
@gainbioblitz
@doncor_leonie
@rdamoretonbay

Top Replied-To in G4:
@america250
@envsci_g_roots
@ali__johnston
@dayerlab
@citsciassoc
@theresacrimmins
@badgerbouse
@citsci_geek
@chnickerson
@kindologie2

Top Replied-To in G5:
@citsci_geek
@avid_podcast
@letstalkscicomm
@spotteron
@scisemple
@suepillans
@taralync
@kyliesoanes
@carissa_bon
@citscioz

Top Replied-To in G6:
@riversandpeople
@akwalisette
@fishteph
@zszcsabai
@vicencacuna
@jamesaldridge4
@dryver_h2020
@nurietabonada
@inrae_lyon_gre
@naiaralopezrojo

Top Replied-To in G8:
@citsci_marine
@maritimtkluster

Top Replied-To in G9:
@ecospark_env
@edgeofthecity
@struck_carol
@drsimonedr
@estiencesar

Top Mentioned
Top Mentioned in Entire Graph:
@cstrackproject
@citscioz
@citsci_geek
@citieshealtheu
@citsciassoc
@racinational
@eucitsci
@citsci
@inaturalist
@wilawien

Top Mentioned in G1:
@racinational
@citscioz
@citsci_geek
@all_isee
@scope_rg
@gsbioblitz
@inaturalist
@letstalkscicomm
@yaelago1
@imerinet

Top Mentioned in G2:
@cstrackproject
@citieshealtheu
@citsciassoc
@eucitsci
@citsci
@wilawien
@citscioz
@time4cs
@stepchangeeu
@obserciudsequia

Top Mentioned in G3:
@nhm_citsci
@inaturalist
@citscioz
@nhm_london
@mcsuk
@citsci_geek
@nhm_diptera
@redmapmarine
@fsclondon
@seekbyinat

Top Mentioned in G4:
@fedcitsci
@coopsciscoop
@citsciassoc
@scistarter
@jessieloliver
@bradleyallf
@instantwild
@ochoverde
@citsci
@capturingrcoast

Top Mentioned in G5:
@spotteron
@letstalkscicomm
@scidocmartin
@_michaelwheeler
@citsci_geek
@earthwatch_aus
@unimelbscicomm
@euanritchie1
@avid_podcast
@scimelb

Top Mentioned in G6:
@dryver_h2020
@dryver_citsci
@amelaqua
@riversandpeople
@zszcsabai
@toni_munne
@akwalisette
@dryriversrcn
@jamalk_wildlife
@ecoflows

Top Mentioned in G7:
@cstrackproject
@coesoeu
@msiemund
@diversitykorpus
@mosaic_eu
@operas_ger
@saradecoster
@lbriefarchiv
@operaseu
@bibtag22

Top Mentioned in G8:
@utawehn
@rv_skagerak_gu
@sea_and_society
@goteborgsuni
@citsci_marine
@micsproject
@missionblue
@sylviaearle

Top Mentioned in G9:
@savewildbees
@wpcwild911
@pineryprovpark
@gothamwhale
@mackellsarah
@newsfallon
@njwhalegirl
@rutgers
@e_carlen
@cschell_canids

Top Mentioned in G10:
@wagreencrab
@pseanmc
@fox13seattle
@stillwatersenv

Top Tweeters
Top Tweeters in Entire Graph:
@reuters
@adekleine
@raivoonet
@guardian
@el_pais
@education_24x7
@suestroud
@godfrey_g_
@r___83___o
@937908mcm

Top Tweeters in G1:
@drmel_t
@theprojecttv
@exploreedmonton
@woolworths
@iamscicomm
@abcsydney
@doctorkarl
@danielburrus
@angharadyeo
@hp

Top Tweeters in G2:
@guardian
@el_pais
@937908mcm
@b0tsci
@vertederofacha
@steltenpower
@npr
@goodmenproject
@chabis_ch
@hughbarnard

Top Tweeters in G3:
@s_valls
@coolnatureshots
@ttm71010
@ecology_tweets
@thegentyyc
@birdwatchingmy
@jmb1256
@siobhanleachman
@natures_voice
@etym_dub

Top Tweeters in G4:
@jane__eden
@leafwarbler
@tbdnonymous
@britnatureguide
@boatmarinelife
@landsurveyorsu
@thartman2u
@drcolintrainor
@electronicsbotb
@outbackeco

Top Tweeters in G5:
@raivoonet
@r___83___o
@eminecelik62
@abdoulr37230833
@rowlandm
@henryobyno
@guscherubina
@mjganaydemir2
@scholastic
@euanritchie1

Top Tweeters in G6:
@ouestfrance
@weatherchannel
@jimcantore
@unbiodiversity
@jamesaldridge4
@impakterdotcom
@meteofrance
@naturecomms
@notesfrompoland
@defis_eu

Top Tweeters in G7:
@v_i_o_l_a
@followerpowerrt
@fdmhildesheim
@aron_dc
@lambo
@piotrr70
@msiemund
@fabrizzoli
@cafebabel_fr
@jodageiger

Top Tweeters in G8:
@reuters
@waterbot_h2o
@globalecologist
@oceana
@vetenskapoallm
@wto
@ourocean
@missionblue
@ihedelft
@lifeprogramme

Top Tweeters in G9:
@nigeblue
@xrisfg
@sorencsorensen
@bioinfocus
@cataranea
@kirkwoodlab
@savewildbees
@carlyziter
@cmacquar
@sciencewithtyus

Top Tweeters in G10:
@suestroud
@fox13seattle
@rebecca_lodell
@mattsmithfox13
@guitarfishmasum
@priyology
@nwfoodette
@pseanmc
@pspartnership
@mojoshark