citsci, Twitter, 7/30/2022 1:00:02 AM, 279713


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citsci_2022-07-29_17-36-00.xlsx
citsci_2022-07-29_17-36-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2022
Short Description:
citsci via NodeXL https://bit.ly/3beqbBG
@citsci_geek
@noaa
@cstrackproject
@eucitsci
@citscioz
@citieshealtheu
@citsciassoc
@scistarter
@nhm_citsci
@citscimonth

Top hashtags:
#citsci
#citizenscience
#raci2022
#h2020
#citynaturechallenge
#citizensciencemonth

Description:
Description
The graph represents a network of 2,961 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, 30 July 2022 at 00:43 UTC.

The requested start date was Saturday, 30 July 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 118-day, 20-hour, 26-minute period from Friday, 01 April 2022 at 00:40 UTC to Thursday, 28 July 2022 at 21:07 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 : 2961
Unique Edges : 3659
Edges With Duplicates : 10669
Total Edges : 14328
Number of Edge Types : 5
MentionsInRetweet : 5549
Mentions : 4189
Retweet : 3389
Replies to : 466
Tweet : 735
Self-Loops : 758
Reciprocated Vertex Pair Ratio : 0.0810488676996424
Reciprocated Edge Ratio : 0.149944873208379
Connected Components : 68
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 2789
Maximum Edges in a Connected Component : 14078
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.096604
Graph Density : 0.000724394607373331
Modularity : 0.338131
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,961 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, 30 July 2022 at 00:43 UTC.

The requested start date was Saturday, 30 July 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 118-day, 20-hour, 26-minute period from Friday, 01 April 2022 at 00:40 UTC to Thursday, 28 July 2022 at 21:07 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:
[124] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[116] https://www.noaa.gov/education/resource-collections/education-at-home/citizen-science
[92] https://zenodo.org/record/6045639#.YhNqQ5PMKAk
[44] http://www.noaa.gov/work-with-us/volunteer-opportunities-citizen-scientists
[34] http://ow.ly/bULG50Hu7F6
[33] https://zenodo.org/record/6034585#.YhZYFZPMId6
[26] https://www.nhm.ac.uk/take-part/citizen-science/bioblitz/city-nature-challenge.html
[16] http://citsci.geog.mcgill.ca/en/users/sign_in
[15] https://citizenscience.org/c-sci-2022/
[13] https://www.itc.nl/research/open-science/citizen_science/

Top URLs in Tweet in G1:
[6] https://www.drsuepillans.com/
[3] https://twitter.com/LetsTalkSciComm/status/1543717248958795776
[3] https://linktr.ee/gsbioblitz
[3] https://twitter.com/LetsTalkSciComm/status/1524875915863285761
[2] https://twitter.com/Lady_Beaker/status/1529242100797038592
[2] https://twitter.com/Monalis78921249/status/1544685093046071298
[2] https://twitter.com/kylieafrancis/status/1544833488616321024
[2] https://twitter.com/LetsTalkSciComm/status/1525944305504100352
[2] https://shoutout.wix.com/so/d0O1VnWlc?languageTag=en
[2] https://shoutout.wix.com/so/7fO7X55Qr?languageTag=en

Top URLs in Tweet in G2:
[123] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[85] https://zenodo.org/record/6045639#.YhNqQ5PMKAk
[33] https://zenodo.org/record/6034585#.YhZYFZPMId6
[15] https://citizenscience.org/c-sci-2022/
[12] https://www.itc.nl/research/open-science/citizen_science/
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274536
[10] https://cstrack.eu/format/reports/learning-from-others-marketing-the-science-and-engaging-the-citizens/
[8] https://ibercivis.es/curso-verano-cc-universidades-2022/
[6] https://theconversation.com/citizen-science-volunteers-are-almost-entirely-white-184997
[6] https://cstrack.eu/format/interview/data-donation-and-citizen-science-an-interview-with-elissa-redmiles-max-planck-institute-for-software-systems/

Top URLs in Tweet in G3:
[113] https://www.noaa.gov/education/resource-collections/education-at-home/citizen-science
[44] http://www.noaa.gov/work-with-us/volunteer-opportunities-citizen-scientists
[9] https://www.scienceworld.ca/resource/earthquakes/
[8] https://bscs.org/inquiry/budburst-lilac-festival/
[8] https://oceanservice.noaa.gov/facts/ocean-etiquette.html
[7] https://scistarter.org/citizen-science-month-april-educator-webinar-ser-2
[5] https://citynaturechallenge.org/participate/
[4] https://scistarter.org/finder?activity=35
[4] https://www.birds.cornell.edu/k12/k5-citsci-retreat/
[3] https://www.noaa.gov/america-the-beautiful

Top URLs in Tweet in G4:
[26] https://www.nhm.ac.uk/take-part/citizen-science/bioblitz/city-nature-challenge.html
[6] https://uk.inaturalist.org/projects/city-nature-challenge-2022-london
[4] https://www.mcsuk.org/news/get-seaweed-search-ready-with-our-new-events/
[3] https://www.nhm.ac.uk/take-part/citizen-science/big-seaweed-search.html
[3] https://www.nhm.ac.uk/take-part/citizen-science/fly-finder.html
[2] https://naturalhistorymuseum.blog/2022/05/12/city-nature-challenge-2022-results-and-highlights-community-science/
[2] https://citsci.org/projects/ecosystem-explorers
[1] https://www.nhm.ac.uk/content/dam/nhmwww/take-part/Citizenscience/city-nature-challenge/cnc-2022-event-guide.pdf
[1] https://www.youtube.com/watch?v=V_DKOlz9u4s&feature=youtu.be

[1] https://www.nhm.ac.uk/content/dam/nhmwww/take-part/Citizenscience/city-nature-challenge/cnc-2022-social-media-sharing-guide.pdf

Top URLs in Tweet in G5:
[8] https://par.nsf.gov/servlets/purl/10276553
[1] https://twitter.com/schooldaves/status/1511729096316891136
[1] https://twitter.com/i/web/status/1513607911993491461
[1] https://twitter.com/CitSciAssoc/status/1528779605297008640
[1] https://twitter.com/CitSciAssoc/status/1542271846111928323
[1] https://cosmosmagazine.com/nature/the-current-state-of-citizen-science%ef%bf%bc/
[1] https://scistarter.org/csi-cop
[1] https://academic.oup.com/bioscience/advance-article/doi/10.1093/biosci/biac035/6605713?login=false
[1] https://twitter.com/CoopSciScoop/status/1528783157000118272
[1] https://twitter.com/DrishtiEthics/status/1526626694278352901

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:
[2] https://deepod.se/
[2] https://unstats.un.org/unsd/undataforum/programme/call-for-programme-proposals.html
[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
[1] https://karkki.ymparisto.fi/en/webinar-on-25-may-sustainable-and-healthy-living-environments/
[1] https://bit.ly/3FUkuE7
[1] https://besjournals.onlinelibrary.wiley.com/doi/10.1002/pan3.10332
[1] https://stopfundingoverfishing.com/

Top URLs in Tweet in G8:
[7] https://zenodo.org/record/6045639#.YhNqQ5PMKAk
[1] https://coeso.hypotheses.org/1435
[1] https://dansophie.hypotheses.org/201
[1] https://twitter.com/i/web/status/1513780786545180672
[1] https://coeso.hypotheses.org/1100
[1] https://coeso.hypotheses.org/740
[1] https://coeso.hypotheses.org/funding-advocacy
[1] https://coeso.hypotheses.org/1909
[1] https://www.hanssauerstiftung.de/foerderprogramm-2022-citizen-science/
[1] https://zenodo.org/record/6410800

Top URLs in Tweet in G9:
[6] http://journals.sagepub.com/doi/10.1177/13563890221085996
[3] https://www.spotteron.net/
[2] https://www.spotteron.net
[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/apps
[2] https://www.spotteron.net/citizen-science-app-features/spots
[2] https://www.spotteron.net/de/citizen-science-apps
[1] https://twitter.com/i/web/status/1434788848429580289
[1] https://www.spotteron.net/blog-and-news/adapting-citizen-science-app-icons-to-a-new-technology

Top URLs in Tweet in G10:
[2] https://www.eventbrite.com.au/e/observing-butterflies-with-helen-schwencke-tickets-310202252287
[1] https://theconversation.com/greater-gliders-are-hurtling-towards-extinction-and-the-blame-lies-squarely-with-australian-governments-186469
[1] https://theconversation.com/australia-has-failed-greater-gliders-since-they-were-listed-as-vulnerable-weve-destroyed-more-of-their-habitat-164872
[1] https://www.sciencedirect.com/science/article/pii/S0034425720305216
[1] https://twitter.com/perkinsmiki/status/1549189580104286209?s=20&t=i0tf3TAW7HOl_kHy67NZ5g
[1] https://www.sciencedirect.com/science/article/pii/S0006320719301193
[1] https://twitter.com/ChrisOBryan89/status/1549166786440232961?s=20&t=gpaihTkZphmAiyEbQ2BNVw
[1] https://theconversation.com/six-million-hectares-of-threatened-species-habitat-up-in-smoke-129438
[1] https://twitter.com/Ecotrails/status/1535120114835951616?s=20&t=i0tf3TAW7HOl_kHy67NZ5g
[1] https://twitter.com/CountryNeedsPpl/status/1549158268676673536?s=20&t=Jf2_E-BgETP5Zn29E4LZAg

Top Domains
Top Domains in Tweet in Entire Graph:
[407] twitter.com
[263] zenodo.org
[191] noaa.gov
[69] scistarter.org
[53] ow.ly
[45] cstrack.eu
[43] ac.uk
[34] mcgill.ca
[27] youtube.com
[25] spotteron.net

Top Domains in Tweet in G1:
[145] twitter.com
[12] com.au
[7] org.au
[6] inaturalist.org
[6] bit.ly
[6] drsuepillans.com
[5] wix.com
[4] youtube.com
[4] net.au
[4] oup.com

Top Domains in Tweet in G2:
[254] zenodo.org
[106] twitter.com
[45] cstrack.eu
[22] citizenscience.org
[20] scistarter.org
[19] nodexlgraphgallery.org
[13] youtube.com
[13] europa.eu
[12] citizenscienceassociation.org
[12] itc.nl

Top Domains in Tweet in G3:
[186] noaa.gov
[42] scistarter.org
[39] twitter.com
[13] bscs.org
[9] scienceworld.ca
[6] zsl.org
[5] citynaturechallenge.org
[4] epa.gov
[4] cornell.edu
[3] discovermagazine.com

Top Domains in Tweet in G4:
[38] ac.uk
[9] twitter.com
[9] inaturalist.org
[7] mcsuk.org
[4] youtube.com
[3] org.uk
[3] citsci.org
[2] naturalhistorymuseum.blog
[1] citynaturechallenge.org
[1] discoverwildlife.com

Top Domains in Tweet in G5:
[14] twitter.com
[8] nsf.gov
[2] scistarter.org
[2] oup.com
[2] videohall.com
[1] cosmosmagazine.com
[1] ecologyandsociety.org
[1] confex.com
[1] bit.ly
[1] landinstitute.org

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] unl.edu

Top Domains in Tweet in G7:
[3] twitter.com
[3] bit.ly
[2] deepod.se
[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 G8:
[11] hypotheses.org
[8] zenodo.org
[7] twitter.com
[2] tu-darmstadt.de
[1] hanssauerstiftung.de
[1] mosaic-mission.eu
[1] msternchenw.de

Top Domains in Tweet in G9:
[25] spotteron.net
[6] sagepub.com
[5] twitter.com
[1] linkedin.com
[1] cosmosmagazine.com
[1] nsf.gov

Top Domains in Tweet in G10:
[7] twitter.com
[4] theconversation.com
[3] sciencedirect.com
[3] com.au
[2] wiley.com
[1] pnas.org
[1] scistarter.org
[1] wp.me
[1] csiro.au
[1] org.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1363] citsci
[1357] citizenscience
[468] raci2022
[206] h2020
[154] citynaturechallenge
[143] citizensciencemonth
[131] earthday
[121] openscience
[114] ozchem
[94] science



Top Hashtags in Tweet in G1:
[467] raci2022
[113] ozchem
[81] citizenscience
[77] mysciencemay
[49] scicomm
[33] citsci
[31] chemistry
[28] myscimonday
[28] gsb2022
[23] chemed

Top Hashtags in Tweet in G2:
[723] citizenscience
[626] citsci
[202] h2020
[101] openscience
[48] csci2022
[44] asktheexpert
[37] scicomm
[34] citizenscientist
[33] science
[31] research

Top Hashtags in Tweet in G3:
[253] citsci
[167] citizenscience
[111] citizensciencemonth
[110] earthday
[24] science
[19] stem
[18] students
[15] nationalgardeningday
[15] earthmonthnoaa
[15] nature

Top Hashtags in Tweet in G4:
[124] citynaturechallenge
[47] citynaturechallengelondon
[33] london
[28] bigseaweedsearch
[22] flyfinder
[19] nature
[16] wildlife
[13] inaturalist
[11] naturalist
[11] citizenscience

Top Hashtags in Tweet in G5:
[51] citizenscience
[44] citsci
[26] communityscience
[13] participatoryscience
[11] rustypatchedbumblebee
[8] publicscience
[7] oa
[5] data
[5] ethics
[4] agu22

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

Top Hashtags in Tweet in G7:
[16] marine
[15] citsci
[10] data
[10] collection
[8] visualisation
[5] citizenscience
[5] sweden
[3] worldoceansday
[3] marinedebris
[2] biodiversity

Top Hashtags in Tweet in G8:
[45] citsci
[45] coeso
[28] ssh
[28] citizenscience
[19] grussundkuss
[18] participatoryresearch
[11] freiraum22
[9] funders
[7] research
[7] funder

Top Hashtags in Tweet in G9:
[87] citizenscience
[53] citsci
[8] openaccess
[7] science
[6] citizensciencemonth
[5] community
[4] horizoneu
[4] horizon2020
[3] offline
[3] horizoneurope

Top Hashtags in Tweet in G10:
[3] citsci
[2] soe21
[2] citizensciencemonth
[2] citizenscience
[2] sustainability
[2] science
[1] soe2021
[1] earthday
[1] nationalvolunteerweek

Top Words
Top Words in Tweet in Entire Graph:
[1357] #citizenscience
[1355] #citsci
[697] more
[692] science
[660] citizen
[607] check
[538] learn
[515] cstrackproject
[466] #raci2022
[427] project

Top Words in Tweet in G1:
[465] #raci2022
[186] citsci_geek
[136] great
[127] racinational
[117] citscioz
[112] #ozchem
[110] work
[90] see
[81] #citizenscience
[78] science

Top Words in Tweet in G2:
[723] #citizenscience
[626] #citsci
[438] cstrackproject
[385] citizen
[384] more
[361] science
[351] learn
[325] full
[323] report
[274] check

Top Words in Tweet in G3:
[361] noaa
[246] #citsci
[196] check
[167] #citizenscience
[135] find
[123] happy
[119] month
[112] research
[111] #citizensciencemonth
[110] citizen

Top Words in Tweet in G4:
[124] #citynaturechallenge
[87] nhm_citsci
[72] join
[56] over
[48] species
[47] #citynaturechallengelondon
[44] fly
[43] find
[43] inaturalist
[42] part

Top Words in Tweet in G5:
[51] #citizenscience
[44] #citsci
[30] coopsciscoop
[26] #communityscience
[25] help
[21] citsciassoc
[17] savewildbees
[15] research
[15] science
[15] wpcwild911

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

Top Words in Tweet in G7:
[21] utawehn
[21] today
[17] conference
[16] #marine
[15] #citsci
[15] mini
[14] ocean
[14] day
[13] marine
[12] citizen

Top Words in Tweet in G8:
[60] cstrackproject
[45] coesoeu
[44] #citsci
[42] check
[40] #coeso
[40] more
[40] remember
[37] learn
[33] citizen
[32] full

Top Words in Tweet in G9:
[100] spotteron
[87] #citizenscience
[57] apps
[53] #citsci
[41] science
[30] projects
[27] platform
[21] app
[21] citizen
[20] project

Top Words in Tweet in G10:
[10] citsci_geek
[9] see
[8] citscioz
[8] help
[7] earth
[7] luisemanning1
[6] native
[6] plants
[6] nature
[6] day

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[436] citizen,science
[420] learn,more
[334] full,report
[306] report,learn
[184] read,full
[181] remember,check
[173] check,full
[151] more,#citizenscience
[142] citizen,scientists
[138] #citsci,#citizenscience

Top Word Pairs in Tweet in G1:
[33] #raci2022,#ozchem
[29] looking,forward
[24] redmapmarine,litterati
[23] frogidaus,redmapmarine
[22] bennewsome_,inaturalist
[22] inaturalist,seekbyinat
[22] seekbyinat,gainbioblitz
[22] gainbioblitz,frogidaus
[19] litterati,tangaroablue
[17] #ozchem,#raci2022

Top Word Pairs in Tweet in G2:
[317] learn,more
[302] full,report
[276] report,learn
[260] citizen,science
[180] read,full
[146] remember,check
[141] check,full
[135] more,#citizenscience
[105] more,cs
[99] citizen,scientists

Top Word Pairs in Tweet in G3:
[97] happy,#earthday
[97] #earthday,find
[97] find,contribute
[97] contribute,directly
[97] directly,life
[97] life,scientific
[97] scientific,research
[97] research,check
[96] noaa,happy
[57] citizen,science

Top Word Pairs in Tweet in G4:
[22] 000,species
[21] take,part
[21] day,#citynaturechallenge
[21] join,#flyfinder
[21] #flyfinder,project
[21] project,over
[21] over,000
[21] species,fly
[21] fly,uk
[21] uk,fly

Top Word Pairs in Tweet in G5:
[11] #citizenscience,#citsci
[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

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:
[15] mini,conference
[10] today,goteborgsuni
[8] marine,citizen
[8] citizen,science
[8] research,vessel
[8] #marine,#data
[8] #collection,#visualisation
[7] goteborgsuni,holds
[7] holds,mini
[7] conference,marine

Top Word Pairs in Tweet in G8:
[33] remember,check
[32] learn,more
[31] check,full
[29] full,report
[29] report,learn
[18] citizen,science
[14] citizen,scientists
[14] nächste,woche
[13] pilot,projects
[13] woche,könnt

Top Word Pairs in Tweet in G9:
[42] #citizenscience,apps
[21] citizen,science
[18] nature's,calendar
[16] quick,fact
[16] fact,#citizenscience
[16] apps,nature's
[16] calendar,program
[16] program,climatewatch
[16] climatewatch,earthwatch_aus
[16] earthwatch_aus,already

Top Word Pairs in Tweet in G10:
[6] earth,day
[5] native,plants
[5] extreme,weather
[5] weather,events
[5] day,trivia
[5] trivia,night
[4] night,friday
[4] friday,april
[4] april,26
[4] 26,help

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

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

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

Top Replied-To in G3:
@activatescience
@america250
@frenchita_
@kindologie2
@citsci

Top Replied-To in G4:
@littlelocket
@stemybanda
@nhm_diptera
@penguingalaxy
@garethje60
@mschristwit
@mcsuk
@nhm_citsci
@fsclondon
@siobhanleachman

Top Replied-To in G5:
@badgerbouse
@envsci_g_roots
@ali__johnston
@dayerlab
@theresacrimmins
@stepchangeeu
@citsciassoc
@thammyevans
@natureasmeasure
@ecospark_env

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

Top Replied-To in G7:
@alecgargett
@tangaroablue
@maritimtkluster
@citsci_marine

Top Replied-To in G9:
@spotteron
@citscioz

Top Replied-To in G10:
@megcevans
@qwalc
@citscioz

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

Top Mentioned in G1:
@racinational
@citscioz
@citsci_geek
@inaturalist
@letstalkscicomm
@gsbioblitz
@gainbioblitz
@imerinet
@scope_rg
@avid_podcast

Top Mentioned in G2:
@cstrackproject
@citieshealtheu
@citsciassoc
@citsci
@eucitsci
@citscioz
@time4cs
@ohtosabel
@wilawien
@citsci_geek

Top Mentioned in G3:
@noaa
@noaaocean
@citscimonth
@scistarter
@eparesearch
@drkerryane
@bscs_fieldscope
@bscsorg
@instantwild
@citsci

Top Mentioned in G4:
@nhm_citsci
@nhm_london
@mcsuk
@fsclondon
@inaturalist
@nhm_diptera
@citnatchallenge
@bioblitzuk
@fcitygardens
@nechiefsci

Top Mentioned in G5:
@coopsciscoop
@citsciassoc
@savewildbees
@wpcwild911
@pineryprovpark
@scistarter
@jessieloliver
@growbeyondearth
@envsci_g_roots
@naturallywild__

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

Top Mentioned in G7:
@utawehn
@rv_skagerak_gu
@sea_and_society
@goteborgsuni
@citsci_marine
@missionblue
@sylviaearle
@dcceew
@micsproject

Top Mentioned in G8:
@cstrackproject
@coesoeu
@msiemund
@lbriefarchiv
@diversitykorpus
@mosaic_eu
@dlf
@operas_ger
@operaseu
@saradecoster

Top Mentioned in G9:
@spotteron
@earthwatch_aus
@cobicalyx
@summermayfinlay
@naturkalender
@horizoneu
@citsci_geek
@jeanburgess
@admscentre
@citieshealtheu

Top Mentioned in G10:
@citsci_geek
@citscioz
@luisemanning1
@hlthylandwater
@qwalc
@grnfirescience
@briscatchments
@hugepossum

Top Tweeters
Top Tweeters in Entire Graph:
@rodolfoxoliz
@john1966olsen
@saragomezaranci
@reuters
@biofares
@adekleine
@fieryreddragon
@raivoonet
@guardian
@tyberzannxxxx

Top Tweeters in G1:
@drmel_t
@ecology_tweets
@birdwatchingmy
@outbackeco
@theprojecttv
@scholastic
@euanritchie1
@exploreedmonton
@woolworths
@nasa

Top Tweeters in G2:
@vrretweeter
@forbes
@b0tsci
@steltenpower
@npr
@chabis_ch
@physorg_com
@_open_science_
@sesuter1
@rosario_strano

Top Tweeters in G3:
@rodolfoxoliz
@john1966olsen
@saragomezaranci
@biofares
@fieryreddragon
@tyberzannxxxx
@mrkalman
@teakinrj
@mel_storni
@safetymentalst

Top Tweeters in G4:
@s_valls
@rdgresident
@alpha1malegroom
@hartshill18hay1
@whatsonwow
@coolnatureshots
@ttm71010
@jmb1256
@thameswater
@thelabandfield

Top Tweeters in G5:
@srzjwalters
@leafwarbler
@awgonnerman
@drcolintrainor
@theagu
@backyardbeyond
@conversationedu
@sorencsorensen
@bioinfocus
@cataranea

Top Tweeters in G6:
@ouestfrance
@weatherchannel
@jimcantore
@unbiodiversity
@ipbes
@byianjames
@jamesaldridge4
@impakterdotcom
@meteofrance
@interior

Top Tweeters in G7:
@reuters
@globalecologist
@oceana
@healthy_climate
@vetenskapoallm
@wto
@ourocean
@jksmith34
@elonmusk
@epa

Top Tweeters in G8:
@v_i_o_l_a
@followerpowerrt
@dlf
@fdmhildesheim
@aron_dc
@dbs_20
@lambo
@ahimmelrath
@darmstadtbot
@piotrr70

Top Tweeters in G9:
@raivoonet
@jugalkhetan
@conchaeplatano_
@r___83___o
@6yoosu12
@arnulfovanegas5
@kampala64354631
@eminecelik62
@abdoulr37230833
@rowlandm

Top Tweeters in G10:
@protectingterra
@simonahac
@dremmaljohnston
@jailbirdstreet
@usqstudents
@deakin
@anntics
@griffith_uni
@megcevans
@qldgarden