citizenscience, Twitter, 8/6/2020 3:15:32 AM, 231988


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citizenscience_2020-08-05_20-00-00.xlsx
citizenscience_2020-08-05_20-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 06, 2020
Short Description:
citizenscience via NodeXL https://bit.ly/30uaHRZ
@citscioz
@uk_ceh
@scistarter
@inaturalist
@openscitalk
@jillfnugent
@csaustria
@the_zooniverse
@martinjones78
@rripeater

Top hashtags:
#citizenscience
#earthquake
#citsci
#sdgs
#raspberryshake
#swafs
#opendata

Description:
Description
The graph represents a network of 3,482 Twitter users whose tweets in the requested range contained "citizenscience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 August 2020 at 03:06 UTC.

The requested start date was Thursday, 06 August 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 13-day, 1-hour, 36-minute period from Thursday, 23 July 2020 at 00:23 UTC to Wednesday, 05 August 2020 at 02:00 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 : 3482
Unique Edges : 3007
Edges With Duplicates : 7343
Total Edges : 10350
Number of Edge Types : 5
Mentions : 1889
Retweet : 2947
MentionsInRetweet : 4755
Tweet : 651
Replies to : 108
Self-Loops : 674
Reciprocated Vertex Pair Ratio : 0.0632716049382716
Reciprocated Edge Ratio : 0.119013062409289
Connected Components : 372
Single-Vertex Connected Components : 116
Maximum Vertices in a Connected Component : 2184
Maximum Edges in a Connected Component : 7936
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.15226
Graph Density : 0.000454753885909906
Modularity : 0.473661
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,482 Twitter users whose tweets in the requested range contained "citizenscience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 August 2020 at 03:06 UTC.

The requested start date was Thursday, 06 August 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 13-day, 1-hour, 36-minute period from Thursday, 23 July 2020 at 00:23 UTC to Wednesday, 05 August 2020 at 02:00 UTC.

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

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

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : citizenscience
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:
[40] https://raspberryshake.org
[24] https://fcub.fluidware.it/stations
[20] https://registrierung-veranstaltung.de/citizen-science-sdg-conference-2020-digital-participation
[16] http://earthobservations.org/geo_blog_obs.php?id=451
[16] https://www.youtube.com/biohackingvillage
[16] https://m.twitch.tv/biohackingvillage/profile
[14] http://www.earthobservations.org/geo_blog_obs.php?id=451
[13] https://git.fluidware.it/milanoscaloromana/pm/blob/master/README.md
[12] https://mailchi.mp/280dfc6f8b11/eu-citizenscience-newsletter-looking-future
[12] https://www.frontiersin.org/research-topics/13915/citizen-science-and-social-innovation-mutual-relations-barriers-needs-and-development-factors

Top URLs in Tweet in G1:
[17] https://registrierung-veranstaltung.de/citizen-science-sdg-conference-2020-digital-participation
[16] http://earthobservations.org/geo_blog_obs.php?id=451
[12] http://www.earthobservations.org/geo_blog_obs.php?id=451
[12] https://sciencemediahub.eu/2020/07/29/citizen-science-meets-science-communication/
[11] https://mailchi.mp/280dfc6f8b11/eu-citizenscience-newsletter-looking-future
[9] https://twitter.com/GabrielMariya/status/1285873781668487174
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231397
[7] https://landsense.eu/Challenge
[6] https://eu-citizen.science/resource/32
[6] https://www.citizen-science.at/blog

Top URLs in Tweet in G2:
[10] https://www.facebook.com/events/325075015196728/
[8] https://activatingcitsci.wixsite.com/home
[6] https://www.spotteron.net/apps
[5] https://www.zooniverse.org/organizations/meredithspalmer/snapshot-safari
[5] https://blog.scistarter.org/2020/07/new-beta-feature-from-scistarter-lists-makes-it-easy-to-organize-share-and-track-engagement-in-citizen-science-projects/
[5] https://scistarter.org/investigating-weather-and-climate-online-qa-with-s
[4] https://scistarter.org/ASU-OLLI-Workshop-inaturalist
[4] https://scistarter.org/ant-picnic
[4] https://blog.scistarter.org/2020/07/go-on-a-nature-adventure-with-questagames-global-schools-bioquest/
[3] https://www.inaturalist.org/observations/55278605

Top URLs in Tweet in G3:
[12] https://www.zooniverse.org/projects/webster-institute/mapping-historic-skies
[6] https://www.zooniverse.org/projects/h-spiers/etch-a-cell/about/results
[5] https://www.iste.org/explore/classroom/nasa-makes-game-trying-save-worlds-coral-reefs
[4] https://arxiv.org/abs/2007.15735
[3] http://toi.in/micron/redirect.html?str=DlEfqY/a24gj
[2] https://eyewire.org/explore
[2] https://twitter.com/martinjones78/status/1288758512370233344
[2] https://www.cnn.com/2020/07/28/india/india-schoolgirl-asteroid-intl-scli-scn/index.html
[2] https://observer.globe.gov/do-globe-observer/challenges/community-cloud-challenge-2020
[1] https://earthdata.nasa.gov/learn/articles/citizen-science-funding-opportunity

Top URLs in Tweet in G4:
[2] https://www.ceh.ac.uk/news-and-media/news/new-experiment-tests-link-between-nature-and-wellbeing
[2] https://twitter.com/UK_CEH/status/1282926391030358016
[1] https://www.mammal.org.uk/science-research/record-submission/
[1] https://l.facebook.com/l.php?u=https://www.bto.org/our-science/projects/birdtrack%3Ffbclid%3DIwAR0v_sa3aoN6bIJzoVW3qIAxLMwmT8eLfIDH7ogzCsvnpMWbbnlK8AX--hQ&h=AT0wABwSTO-ojHb7wwhjkyICPM8r6iMcg3iRvr4_oc5-lk2_aKEXFMHG-O42aGeMI04Q3ptfHT5N4kKtdO0wPrB23mK2v5yPMQg6FT5LgVvTPzQGvldKmNdwTVsrBSJWANll52o0Rfb2ngTsm4GEH2k&__tn__=-UK-R&c[0]=AT1aBvqNMWt6IlxQ0bQwAI5F2RCZpew4SjDRPuZTeSrzzBfGTIJg9nuWxe0t2VL_8VyWsHMmT6_4WxLRJ-N5kxFmvJuUi0Aka7xkHM2NINONs7UXd-TGF9_SeTSDFv4SD-cjEi_IWaIh7RRoyRhVoYhBJ4pMMprjkQ2NkQ
[1] https://www.rspb.org.uk/birds-and-wildlife/advice/how-you-can-help-birds/nestboxes/nestboxes-for-owls-and-kestrels/tawny-owl-boxes/
[1] https://www.observatree.org.uk/tree-health/pests-and-diseases/?utm_source=twitter&utm_medium=social&utm_campaign=observatree&utm_content=Observatree
[1] https://naturescalendar.woodlandtrust.org.uk/?utm_source=twitter&utm_medium=social&utm_campaign=nc&utm_content=Nature%27s+Calendar
[1] https://bsbipublicity.blogspot.com/2020/07/nature-up-close-and-personal-well-being.html
[1] https://www.ceh.ac.uk/natureupclose
[1] https://naturescalendar.woodlandtrust.org.uk/what-we-record-and-why/species-we-record/birds/swift/last-recorded/

Top URLs in Tweet in G5:
[24] https://fcub.fluidware.it/stations
[13] https://git.fluidware.it/milanoscaloromana/pm/blob/master/README.md
[3] https://twitter.com/BMBF_Bund/status/1285847214959591429
[2] https://travelswithtam.com/give-back-to-society-while-traveling/
[2] https://www.citizenscience.org/
[1] https://twitter.com/ForliLab/status/1286095856748204033
[1] https://bmbf-plastik.de/en/plasticpirates
[1] https://twitter.com/MammalnetD/status/1272517387242352643
[1] https://ec.europa.eu/info/sites/info/files/research_and_innovation/research_by_area/documents/ec_rtd_swafs_report-citizen_science.pdf
[1] https://twitter.com/Ibercivis/status/1285584590803996672

Top URLs in Tweet in G6:
[4] https://www.ukri.org/funding/funding-opportunities/involving-citizens-in-research-to-address-societal-challenges/
[2] https://www.zooniverse.org/projects/ghthomas/project-plumage?utm_source=twitter&utm_medium=tweet3&utm_campaign=science
[1] https://www.zooniverse.org/projects/ghthomas/project-plumage?utm_source=twitter&utm_medium=tweet2&utm_campaign=science
[1] https://sciencecommunicationsheffield.blogspot.com/2020/07/project-plumage-how-sexual-preferences.html
[1] https://twitter.com/UKRI_News/status/1277889628092149761
[1] https://case.fiu.edu/research/programs-initiatives/sarah-initiative/index.html
[1] https://twitter.com/plantybeth/status/1288459267096420358
[1] https://twitter.com/mcsuk/status/1288782282346713093
[1] https://twitter.com/UKRI_News/status/1288091259773628417
[1] https://twitter.com/cs_sdg2020/status/1286561833915162624

Top URLs in Tweet in G7:
[5] https://www.rechenkraft.net/
[2] https://plastic-pirates.eu/
[1] https://registrierung-veranstaltung.de/citizen-science-sdg-conference-2020-digital-participation
[1] https://www.buergerschaffenwissen.de/newsletter
[1] https://www.buergerschaffenwissen.de/citizen-science/umfrage2020
[1] https://weave.ly/
[1] https://twitter.com/CatPredation/status/1285977197908570114
[1] https://www.buergerschaffenwissen.de
[1] https://www.wissenschaftskommunikation.de/panoptikum-20-15-behaviourchange-onlineausstellungen-podcasts-40803/
[1] https://twitter.com/mitforschen/status/1288054990519533570

Top URLs in Tweet in G8:
[1] http://caninebrains.org/howling/
[1] https://twitter.com/rihealth/status/1288246006283415553
[1] https://www.wpr.org/warmer-surface-waters-great-lakes-set-stage-harmful-algal-blooms
[1] https://twitter.com/littleturnipcat/status/1287915432997986304
[1] https://twitter.com/taratrying/status/1287232838656499712
[1] https://twitter.com/explanimals/status/1278687346729369608

Top URLs in Tweet in G9:
[40] https://raspberryshake.org
[2] https://raspberryshake.org/
[1] https://raspberryshake.net/eqview/#?event=rs2020okelbj
[1] https://raspberryshake.net/eqview/#?event=rs2020olihvc
[1] https://raspberryshake.net/eqview/#?event=rs2020omobjj
[1] https://raspberryshake.net/eqview/#?event=rs2020omomro
[1] https://raspberryshake.net/eqview/#?event=rs2020oninsx
[1] https://raspberryshake.net/eqview/#?event=rs2020oogsgs
[1] https://raspberryshake.net/eqview/#?event=rs2020opwnqt
[1] https://raspberryshake.net/eqview/#?event=rs2020oqbdhv

Top URLs in Tweet in G10:
[1] https://twitter.com/StefanSimis/status/1283739536984608775
[1] https://twitter.com/ThornyIan/status/1290220302492995584
[1] https://twitter.com/kieluni/status/1285927337985339393
[1] https://annualreport2018.rtb.cgiar.org/citizen-science-app-managing-banana-xanthomonas-wilt/
[1] https://www.mba.ac.uk/blog/report-marine-ecosystems-south-west-england-out-now
[1] https://www.mba.ac.uk/blog/report-marine-ecosystems-south-west-england-published-week
[1] https://twitter.com/savebutterflies/status/1288089582358204419
[1] https://twitter.com/NHM_UKBiodiv/status/1288088945809666048

Top Domains
Top Domains in Tweet in Entire Graph:
[308] twitter.com
[61] scistarter.org
[44] zooniverse.org
[42] raspberryshake.org
[40] raspberryshake.net
[38] youtube.com
[37] fluidware.it
[30] facebook.com
[30] earthobservations.org
[22] smh.re

Top Domains in Tweet in G1:
[78] twitter.com
[28] earthobservations.org
[19] smh.re
[17] registrierung-veranstaltung.de
[16] mailchi.mp
[14] eu-citizen.science
[14] citizen-science.at
[12] sciencemediahub.eu
[10] nodexlgraphgallery.org
[7] landsense.eu

Top Domains in Tweet in G2:
[61] scistarter.org
[39] twitter.com
[16] inaturalist.org
[12] facebook.com
[11] wixsite.com
[9] spotteron.net
[7] zooniverse.org
[5] youtube.com
[5] nnlm.gov
[4] discovermagazine.com

Top Domains in Tweet in G3:
[23] zooniverse.org
[10] twitter.com
[9] nasa.gov
[5] iste.org
[4] arxiv.org
[3] eyewire.org
[3] youtube.com
[3] toi.in
[3] globe.gov
[2] cnn.com

Top Domains in Tweet in G4:
[5] org.uk
[5] twitter.com
[3] ac.uk
[1] facebook.com
[1] blogspot.com
[1] butterfly-conservation.org
[1] substack.com

Top Domains in Tweet in G5:
[37] fluidware.it
[35] twitter.com
[5] citizenscience.org
[3] zooniverse.org
[3] youtube.com
[3] nasa.gov
[2] instagram.com
[2] facebook.com
[2] scrivolibero.it
[2] travelswithtam.com

Top Domains in Tweet in G6:
[5] twitter.com
[4] ukri.org
[3] zooniverse.org
[1] blogspot.com
[1] fiu.edu

Top Domains in Tweet in G7:
[5] rechenkraft.net
[4] twitter.com
[4] myfirewall.org
[3] buergerschaffenwissen.de
[3] plastic-pirates.eu
[1] registrierung-veranstaltung.de
[1] weave.ly
[1] wissenschaftskommunikation.de
[1] github.io
[1] mlcathome.org

Top Domains in Tweet in G8:
[4] twitter.com
[1] caninebrains.org
[1] wpr.org

Top Domains in Tweet in G9:
[42] raspberryshake.org
[40] raspberryshake.net

Top Domains in Tweet in G10:
[5] twitter.com
[2] ac.uk
[1] cgiar.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2546] citizenscience
[221] earthquake
[97] citsci
[94] sdgs
[93] raspberryshake
[87] swafs
[76] opendata
[74] covid19
[62] biodiversity
[61] h2020



Top Hashtags in Tweet in G1:
[508] citizenscience
[88] sdgs
[81] swafs
[42] h2020
[34] citsci2020
[23] scicomm
[22] data
[21] openscience
[20] blog
[17] citsci

Top Hashtags in Tweet in G2:
[428] citizenscience
[37] biodiversity
[33] online
[31] citsci
[24] mozziemonitors
[24] summerreading
[17] gsbioblitz
[16] mosquitosurveillance
[15] inaturalist
[14] australia

Top Hashtags in Tweet in G3:
[108] citizenscience
[40] preprint
[40] etchacell
[18] clouds
[16] cloudchallenge
[13] nasago
[10] citsci
[9] deeplearning
[9] electronmicroscopy
[7] stem

Top Hashtags in Tweet in G4:
[118] citizenscience
[32] naturescalendar
[21] volunteering
[20] observatree
[20] woods
[20] trees
[20] treedisease
[10] phenology
[5] mammals
[4] internationalowlawarenessday

Top Hashtags in Tweet in G5:
[179] citizenscience
[37] airquality
[37] opendata
[37] fcub
[28] monitoring
[24] milan
[13] milano
[6] science
[5] nature
[4] scicomm

Top Hashtags in Tweet in G6:
[61] citizenscience
[3] plasticpollution
[1] research
[1] plasticfreejuly
[1] bigseaweedsearch
[1] etchacell
[1] preprint
[1] funding
[1] transdisciplinarity
[1] participatory

Top Hashtags in Tweet in G7:
[47] citizenscience
[23] plasticpiratseu
[9] distributedcomputing
[6] newsletter
[6] partizipation
[6] mathematik
[6] dc
[6] vc
[6] rechenkraft
[5] diedatenlaube

Top Hashtags in Tweet in G8:
[25] abs2020
[14] citizenscience
[14] rattlesnakes
[7] ififitsisits2020
[6] citsci
[4] undergrad
[4] ififitsisits
[4] catsoftwitter
[2] communityscience
[2] ififitsifits2020

Top Hashtags in Tweet in G9:
[217] earthquake
[116] citizenscience
[91] raspberryshake
[40] seismograph
[28] seismometer
[27] philippines
[22] kodiak
[21] alaska
[17] peru
[17] unitedstates

Top Hashtags in Tweet in G10:
[22] citizenscience
[9] app
[9] farmers
[9] banana
[8] castlerockbeach
[7] earthobservation
[7] jobs
[7] scientists
[7] openended
[2] citsci2020

Top Words
Top Words in Tweet in Entire Graph:
[2540] #citizenscience
[542] project
[479] science
[319] help
[293] research
[287] 2020
[270] projects
[261] citizen
[261] join
[257] more

Top Words in Tweet in G1:
[507] #citizenscience
[207] science
[118] projects
[92] project
[88] #sdgs
[81] #swafs
[80] trust
[79] find
[74] citizen
[64] conference

Top Words in Tweet in G2:
[428] #citizenscience
[161] scistarter
[106] join
[84] learn
[74] project
[71] online
[65] help
[65] mozziemonitors
[60] day
[56] citscimonth

Top Words in Tweet in G3:
[108] #citizenscience
[51] nasa
[42] volunteers
[40] #preprint
[40] #etchacell
[39] martinjones78
[37] around
[33] includes
[33] the_zooniverse
[32] science

Top Words in Tweet in G4:
[118] #citizenscience
[105] project
[85] uk_ceh
[61] britsciassoc
[59] derbyuni
[58] woodlandtrust
[57] friends
[57] teamed
[57] bring
[57] research

Top Words in Tweet in G5:
[179] #citizenscience
[61] pm2
[40] 2020
[37] rh
[37] #airquality
[37] pm1
[37] μg
[37] m3
[37] pm10
[37] #opendata

Top Words in Tweet in G6:
[61] #citizenscience
[52] ukri_news
[52] multidisciplinary
[52] call
[52] research
[50] running
[50] support
[50] collaborations
[50] spread
[50] methods

Top Words in Tweet in G7:
[47] #citizenscience
[37] die
[29] bmbf_bund
[26] go
[26] europe
[23] #plasticpiratseu
[23] drkustec
[23] ciencia_pt
[23] anjakarliczek
[21] reinschauen

Top Words in Tweet in G8:
[51] science
[44] home
[43] calling
[43] howlers
[43] running
[43] citizen
[43] project
[43] dogs
[43] howl
[43] along

Top Words in Tweet in G9:
[217] #earthquake
[189] raspishake
[151] 2020
[125] m5
[122] 07
[120] raspishakeq
[119] preliminary
[119] utc
[117] time
[116] #citizenscience

Top Words in Tweet in G10:
[25] marine
[22] #citizenscience
[22] help
[17] life
[17] eggcases
[15] thembauk
[14] researchers
[11] reports
[11] sightings
[11] members

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[207] citizen,science
[148] #citizenscience,project
[115] utc,time
[113] 2020,07
[112] time,raspishake
[110] preliminary,m5
[110] m5,#earthquake
[81] trust,science
[79] raspishakeq,preliminary
[72] #citizenscience,projects

Top Word Pairs in Tweet in G1:
[73] trust,science
[66] citizen,science
[52] #citizenscience,improve
[50] outcomes,reinforce
[50] reinforce,societal
[50] societal,trust
[47] find,#citizenscience
[46] improve,research
[46] research,outcomes
[33] projects,receive

Top Word Pairs in Tweet in G2:
[33] #online,event
[33] event,during
[33] during,aus_scienceweek
[33] aus_scienceweek,join
[33] join,opportunity
[33] opportunity,learn
[30] nnlmaou,online
[28] mozzie,monitors
[27] observation,day
[27] less,one

Top Word Pairs in Tweet in G3:
[32] around,world
[31] #etchacell,#preprint
[31] #preprint,includes
[31] includes,contributions
[31] contributions,thousands
[31] thousands,volunteers
[31] volunteers,around
[30] martinjones78,#etchacell
[20] citizen,science
[17] checked,website

Top Word Pairs in Tweet in G4:
[58] derbyuni,britsciassoc
[57] friends,uk_ceh
[57] uk_ceh,teamed
[57] teamed,derbyuni
[57] britsciassoc,bring
[57] bring,#citizenscience
[57] #citizenscience,research
[57] research,project
[57] project,aim
[56] bsbibotany,friends

Top Word Pairs in Tweet in G5:
[37] μg,m3
[37] m3,pm10
[37] #citizenscience,#opendata
[37] #opendata,#fcub
[26] good,pm1
[26] 07,2020
[26] hierholzer,weiher
[26] weiher,ph
[26] ph,wert
[26] wert,hoch

Top Word Pairs in Tweet in G6:
[50] running,call
[50] call,support
[50] support,multidisciplinary
[50] multidisciplinary,research
[50] research,collaborations
[50] collaborations,spread
[50] spread,#citizenscience
[50] #citizenscience,methods
[44] ukri,running
[43] ukri_news,ukri

Top Word Pairs in Tweet in G7:
[26] go,europe
[23] #plasticpiratseu,go
[23] drkustec,ciencia_pt
[21] reinschauen,mitmachen
[21] mitmachen,#plasticpiratseu
[21] europe,wollen
[21] wollen,drkustec
[21] ciencia_pt,bm
[21] bm,anjakarliczek
[21] anjakarliczek,junge

Top Word Pairs in Tweet in G8:
[43] calling,howlers
[43] howlers,running
[43] running,home
[43] home,citizen
[43] citizen,science
[43] science,project
[43] project,dogs
[43] dogs,howl
[43] howl,along
[43] along,music

Top Word Pairs in Tweet in G9:
[115] utc,time
[113] 2020,07
[112] time,raspishake
[110] preliminary,m5
[110] m5,#earthquake
[79] raspishakeq,preliminary
[69] raspishake,network
[50] #raspberryshake,#citizenscience
[48] network,join
[45] #earthquake,event

Top Word Pairs in Tweet in G10:
[17] marine,life
[11] reports,sightings
[11] sightings,marine
[11] life,members
[11] members,public
[11] public,incredibly
[11] incredibly,valuable
[11] valuable,mba's
[11] mba's,dr
[11] dr,keith

Top Replied-To
Top Replied-To in Entire Graph:
@raspishakeq
@jessechambers_
@coopsciscoop
@_scottho
@maximlarrivee
@chnickerson
@milieucentrum
@boekelwim
@andreawiggins
@dougstone9

Top Replied-To in G1:
@dougstone9
@wecounth
@dlt4eu
@fulop_dan
@justthezooofus
@pertsch
@dilekfraisl1
@sensitivsci
@harkinworld
@action4cs

Top Replied-To in G2:
@jessechambers_
@coopsciscoop
@chnickerson
@_scottho
@garretsonalexis
@elizabethcatlos
@iddux
@andreawiggins
@penguingalaxy
@biteofamosquito

Top Replied-To in G3:
@haesleinhuepf

Top Replied-To in G4:
@kate_bradbury
@ellierhr
@uk_ceh

Top Replied-To in G6:
@ukri_news

Top Replied-To in G9:
@raspishakeq

Top Mentioned
Top Mentioned in Entire Graph:
@raspishake
@scistarter
@raspishakeq
@uk_ceh
@mozziemonitors
@woodlandtrust
@eucitsciproject
@britsciassoc
@citscioz
@inaturalist

Top Mentioned in G1:
@eucitsciproject
@eucitsci
@eu_h2020
@dilekfraisl1
@citieshealtheu
@gabrielmariya
@cs_sdg2020
@csaustria
@ideas_4_change
@geosec2025

Top Mentioned in G2:
@scistarter
@mozziemonitors
@citscimonth
@nnlmaou
@aus_scienceweek
@citscioz
@inaturalist
@stephen_fricker
@newtonplks
@eternagame

Top Mentioned in G3:
@martinjones78
@the_zooniverse
@donasascience
@nasa
@globeprogram
@etchacell
@slubbon
@nasaearthdata
@adlerplanet
@backyardworlds

Top Mentioned in G4:
@uk_ceh
@woodlandtrust
@britsciassoc
@derbyuni
@bsbibotany
@ellierhr
@wt_jgarforth
@___brc___
@wildhearttrust
@uniderby

Top Mentioned in G5:
@gigabytenoor
@open_forest

Top Mentioned in G6:
@ukri_news
@nhm_citsci
@esrc
@seakeepers
@fiuenvironment
@macrobirdevol
@citsci
@rco_slms_ucl
@sophiecron_
@martinjones78

Top Mentioned in G7:
@bmbf_bund
@drkustec
@ciencia_pt
@anjakarliczek
@mitforschen
@david_berron
@_citizenscience
@wisskomm_de
@wikisource_de
@wissimdialog

Top Mentioned in G8:
@labhecht
@urquidirae
@breeput
@explanimals
@sebyosiere
@abcclubhunter1
@huntertdc
@animbehsociety

Top Mentioned in G9:
@raspishake
@raspishakeq
@raspis
@gmrpetricca
@ledasb
@obspy
@matplotlib
@lastquake
@geophysicsleice
@re9a7

Top Mentioned in G10:
@thembauk
@iitarwanda
@plymouthmarine
@leap4fnssa
@seadeepni
@stefansimis
@imcc2020
@tafirikigoma
@tafirihq
@sil_limnology

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@robre62
@cybersec_feeds
@lucysullivan888
@thehill
@alizardx
@gallimaufrey777
@femtech_
@ottlegalrebels
@ruisaldanha

Top Tweeters in G1:
@firefly_fan
@mjoehlerich
@ericserati68
@vesperuk
@lcby
@jayeshmthakur
@gizmodo
@scieducation1
@nordicgeo
@clearmapping

Top Tweeters in G2:
@alizardx
@ottlegalrebels
@frecklesxx20
@lizdolphinfluff
@marieco92176893
@rstatstweet
@theferocity
@die_primel
@sandraeckersley
@mrosagarciag

Top Tweeters in G3:
@femtech_
@xandaolp
@timesofindia
@wadakashiho
@adekleine
@rmathematicus
@adriansysnet
@richardhurst19
@em_pulse
@stratocumulus

Top Tweeters in G4:
@nigeblue
@amongstwits
@the_lizmarshall
@longitude0
@david96212152
@haggewoods
@hestermcqueen
@bsbibotany
@ribblevalleysue
@ruthholmes2

Top Tweeters in G5:
@robre62
@jrehnj
@knolinfos
@agrobiodiverse
@euscicomm
@stella_vaskoudi
@cleanairuk
@scrivolibero
@mia_out
@indritvucaj

Top Tweeters in G6:
@pakay20
@viewfromengland
@gregoriomirabal
@doctrixwestling
@histrel
@jdaviesheritage
@nhm_london
@ndiayeyasinpicc
@esrc
@stfc_matters

Top Tweeters in G7:
@chabis_ch
@nikkifirewall
@wohnblogat
@dbs_20
@airjump
@infopointa
@susannefw
@3warum
@guddilasi
@museumkoenig

Top Tweeters in G8:
@amcell
@acolderindigo
@dogcognitionse
@seedogthink
@maenena73
@rsm
@scornflakegrrrl
@abbyhartman
@drlmrobinson
@leslie_bern

Top Tweeters in G9:
@mahanthanut
@justafandavid
@fusion_eng_jpn
@volcanowatching
@peace4all333
@cornubiageol
@fullnam35087976
@carlos_tmk
@zanaines
@meteogib

Top Tweeters in G10:
@harsiwarju
@whysharksmatter
@wmnnews
@epuujee
@daylighthour011
@skybar01
@giveitago1
@ikimirei
@lymwild
@megansnona


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