citizenscience, Twitter, 6/23/2022 2:50:16 AM, 278605


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citizenscience_2022-06-22_19-33-52.xlsx
citizenscience_2022-06-22_19-33-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
citizenscience via NodeXL https://bit.ly/3Ohw1jV
@scistarter
@donasascience
@citscioz
@citieshealtheu
@cstrackproject
@eucitsci
@objectievenews
@mitforschen
@mfnberlin
@mhaklay

Top hashtags:
#citizenscience
#airpollution
#pm10
#pm2
#fijnstof
#waalre
#luftdaten

Description:
Description
The graph represents a network of 3,299 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, 23 June 2022 at 02:41 UTC.

The requested start date was Thursday, 23 June 2022 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, 21-hour, 51-minute period from Thursday, 09 June 2022 at 00:06 UTC to Wednesday, 22 June 2022 at 21:57 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 : 3299
Unique Edges : 2797
Edges With Duplicates : 8048
Total Edges : 10845
Number of Edge Types : 5
Retweet : 3030
MentionsInRetweet : 4765
Mentions : 1785
Tweet : 1198
Replies to : 67
Self-Loops : 1219
Reciprocated Vertex Pair Ratio : 0.0622957516339869
Reciprocated Edge Ratio : 0.117285137473563
Connected Components : 323
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 2085
Maximum Edges in a Connected Component : 8037
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.247985
Graph Density : 0.000478028606717106
Modularity : 0.425923
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,299 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, 23 June 2022 at 02:41 UTC.

The requested start date was Thursday, 23 June 2022 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, 21-hour, 51-minute period from Thursday, 09 June 2022 at 00:06 UTC to Wednesday, 22 June 2022 at 21:57 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:
[73] https://raspberryshake.org
[23] https://euraxess.ec.europa.eu/jobs/801654
[22] https://zenodo.org/record/6045639#.YhNqQ5PMKAk
[16] https://us02web.zoom.us/meeting/register/tZMkcumsqTItHtClUWtt-QJ2ZFQiLwQXc-JG
[9] https://www.eventbrite.co.uk/e/impact-assessment-in-citizen-science-registration-325806143947
[9] https://sites.google.com/view/citizenscience-ws-thdr
[8] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[8] https://ibercivis.es/curso-verano-cc-universidades-2022/
[7] https://science.nasa.gov/citizenscience
[7] https://medium.com/eoceans/what-is-citizen-science-760db9e81b68

Top URLs in Tweet in G1:
[22] https://zenodo.org/record/6045639#.YhNqQ5PMKAk
[20] https://euraxess.ec.europa.eu/jobs/801654
[16] https://us02web.zoom.us/meeting/register/tZMkcumsqTItHtClUWtt-QJ2ZFQiLwQXc-JG
[9] https://www.eventbrite.co.uk/e/impact-assessment-in-citizen-science-registration-325806143947
[8] https://ibercivis.es/curso-verano-cc-universidades-2022/
[8] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[7] https://zenodo.org/record/5026192
[7] https://www.linkedin.com/feed/update/urn:li:share:6941408142316470272
[6] https://medium.com/eoceans/what-is-citizen-science-760db9e81b68
[5] https://us02web.zoom.us/meeting/register/tZUpd-6tqTsjE9K0XIds0Z7y0Oi08JQxoGCw

Top URLs in Tweet in G2:
[6] https://science.nasa.gov/citizenscience
[4] https://www.zooniverse.org/projects/ramanakumars/jovian-vortex-hunter
[4] https://www.eventbrite.co.uk/e/genome-detectives-launch-event-tickets-366558906557
[3] https://doi.org/10.1029/2021WR030852
[2] https://twitter.com/ScienceScribbl1/status/1536988094402019328
[2] https://www.zooniverse.org/projects/usct/african-american-civil-war-soldiers
[1] https://science.nasa.gov/learners/highlights/scope-awards
[1] https://twitter.com/NASAExoplanets/status/1481782166988021763
[1] https://science.nasa.gov/science-news/citizenscience/puzzling-triple-star-system-found-by-citizen-scientists-working-on-planet-hunters-tess
[1] https://www.zooniverse.org/projects/nora-dot-eisner/planet-hunters-tess

Top URLs in Tweet in G3:
[5] https://canberra.naturemapr.org/sightings/3378844
[3] https://medium.com/citizenscience-asia/publishing-citizen-science-data-on-disease-vectors-1d7a2e0b17f1
[3] https://gigabytejournal.com/articles/54
[3] https://www.inaturalist.org/journal/rafael_gianni/32004-aprendiendo-a-usar-inat-enlaces-y-recursos-de-interes
[2] https://stories.uq.edu.au/research/2022/citizen-science-backs-coral-bleaching-findings/index.html
[2] https://www.inaturalist.org/projects/great-southern-bioblitz-2022-shire-of-moira
[2] https://www.youtube.com/watch?v=3jmAYENDs5k&feature=youtu.be

[2] https://www.youtube.com/watch?v=ITa_UXAVrs0&feature=youtu.be

[2] https://biological-sciences.uq.edu.au/engagement/native-bee-citizen-science-project
[2] http://gigasciencejournal.com/blog/publishing-mosquito-alert-data/

Top URLs in Tweet in G4:
[3] https://blog.scistarter.org/2012/07/10-awesome-summer-citizen-science-projects/
[2] https://scistarter.org/citizen-science-to-inspire-educators-the-importanc?utm_campaign=SciStTW&utm_medium=Social&utm_source=Twitter
[2] https://scistarter.org/ant-picnic?utm_campaign=SciStTW&utm_medium=Social&utm_source=Twitter
[2] https://scistarter.org/finder?activity=35
[2] https://twitter.com/Trine_B_/status/1538430858402709505
[2] https://theurbanactivist.com/idea/in-berlin-and-paris-two-museums-ask-people-to-collect-stories-of-a-changing-environment/
[1] https://scistarter.org/citizensciencemonth?utm_campaign=SciStTW&utm_medium=Social&utm_source=Twitter
[1] https://scistarter.org/Affiliates?utm_campaign=SciStTW&utm_medium=Social&utm_source=Twitter
[1] https://scistarter.org/training?utm_campaign=SciStTW&utm_medium=Social&utm_source=Twitter
[1] https://www.youtube.com/watch?v=cGvq4Uu_IUY&feature=youtu.be


Top URLs in Tweet in G5:
[2] https://euraxess.ec.europa.eu/jobs/801654
[2] https://careers.nhm.ac.uk/templates/CIPHR/jobdetail_2467.aspx
[2] https://museumfrankfurt.senckenberg.de/de/kalender
[1] https://www.spiegel.de/wissenschaft/natur/verhaltensbiologie-das-woerterbuch-der-nachtigall-umfasst-rund-2000-strophen-a-28933876-4c0a-42c8-b1bc-d84a43853658
[1] https://www.museumfuernaturkunde.berlin/sites/default/files/MfN06_gesamt_final_klein.pdf
[1] https://www.tandfonline.com/doi/full/10.1080/13504622.2022.2078480?cookieSet=1
[1] https://twitter.com/mfnberlin/status/1536293171595984897
[1] https://twitter.com/Jo_Kemper/status/1536356724709416960
[1] https://www.compgen.de/2016/05/neue-verwandtschaftsforschung-oder-die-eroberung-der-archive/
[1] https://twitter.com/archivschuleFHL/status/1539154615538696193

Top URLs in Tweet in G6:
[73] https://raspberryshake.org
[2] https://www.bbc.co.uk/news/world-asia-61890804
[1] https://stationview.raspberryshake.org/#?event=rs2022meiovu
[1] https://stationview.raspberryshake.org/#?event=rs2022lezkmc
[1] https://stationview.raspberryshake.org/#?event=rs2022leltrr
[1] https://stationview.raspberryshake.org/#?event=rs2022cmoxkx
[1] https://stationview.raspberryshake.org/#?event=rs2022lgnluk
[1] https://stationview.raspberryshake.org/#?event=rs2022lhckeq
[1] https://stationview.raspberryshake.org/#?event=rs2022lhffot
[1] https://stationview.raspberryshake.org/#?event=rs2022lhjdqf

Top URLs in Tweet in G7:
[2] https://www.regionieambiente.it/unveiling-test-salvare-farfalle/
[2] https://twitter.com/calacademy/status/1536391295744086017
[2] https://www.turtletally.co.uk/
[2] https://www.abc.net.au/news/science/2022-06-20/winter-whale-watching-citizen-science-australia/101128580
[1] https://twitter.com/anil_lulla/status/1534743981585997826
[1] https://scienceonthefly.org
[1] https://peerj.com/articles/13537/?utm_source=Social&utm_medium=Twitter&utm_campaign=13537
[1] https://www.inspiringwa.org.au/post/citizen-science-in-broome
[1] https://greenspacedarkskies.uk/green-space-stories/
[1] https://www.museonaturalemaremma.it/

Top URLs in Tweet in G8:
[1] https://www.swifft.net.au/whaleface/
[1] https://www.abc.net.au/news/science/2022-06-20/winter-whale-watching-citizen-science-australia/101128580#swvic
[1] https://www.abc.net.au/news/science/2022-06-20/winter-whale-watching-citizen-science-australia/101128580
[1] https://twitter.com/SeafariApp/status/1537380697752608768
[1] https://theconversation.com/this-mosquito-species-from-papua-new-guinea-was-lost-for-90-years-until-a-photographer-snapped-a-picture-of-it-in-australia-184308
[1] https://www.cbc.ca/news/canada/british-columbia/mosquito-carcasses-bc-yukon-ubc-1.6493005
[1] https://twitter.com/Mozziebites/status/1538733846002569216
[1] https://twitter.com/ManuSaunders/status/1535179523821809664

Top URLs in Tweet in G9:
[4] https://www.citizen-participation.divinfood.eu/index.php/197169
[2] https://www.spotteron.net/apps/horizon-2020-horizon-europe/minagris-micro-nanoplastics-in-agricultural-soils
[1] https://www.gla.ac.uk/events/sciencefestival/gsf2022/sots/citsci/spotabee/
[1] https://roadkill.at/erfolge/woechentlicher-status/item/722-kw24-2022
[1] https://roadkill.at/erfolge/woechentlicher-status/item/720-kw23-2022
[1] https://roadkill.at/en/explore/analyse-roadkills
[1] https://www.spotteron.net/apps/horizon-2020-horizon-europe/ipm-popillia-integrated-pest-management-of-the-japanese-beetle
[1] https://www.popillia.eu/
[1] https://twitter.com/INRAE_DPT_SPE/status/1539137178021859328
[1] https://www.spotteron.net/apps/horizon-2020-horizon-europe/youcount-youth-citizen-science

Top URLs in Tweet in G10:
[3] https://www.buglife.org.uk/get-involved/surveys/bugs-matter/
[1] https://twitter.com/wildcardrewild/status/1538088181349945344
[1] https://twitter.com/ClimateActionNE/status/1537029377971654657
[1] https://www.nhsn.org.uk/bee-sightings-by-email/
[1] https://www.nhsn.org.uk/record-breaking-year-for-ladybirds/
[1] https://www.nhsn.org.uk/species/red-tailed-cuckoo-bee/
[1] https://www.tbhpartnership.org.uk/citizen-science/
[1] https://dynamicdunescapes.co.uk/world-sand-dune-day/
[1] https://twitter.com/BBCSpringwatch/status/1400172745414131719

Top Domains
Top Domains in Tweet in Entire Graph:
[246] twitter.com
[147] raspberryshake.org
[47] youtube.com
[44] zenodo.org
[41] scistarter.org
[30] co.uk
[26] europa.eu
[24] zoom.us
[18] google.com
[18] org.uk

Top Domains in Tweet in G1:
[88] twitter.com
[44] zenodo.org
[22] europa.eu
[21] zoom.us
[13] citizen-science.at
[12] co.uk
[11] youtube.com
[11] cstrack.eu
[9] scistarter.org
[9] linkedin.com

Top Domains in Tweet in G2:
[11] nasa.gov
[9] zooniverse.org
[8] twitter.com
[4] co.uk
[3] doi.org
[3] sbfprize.org
[2] globe.gov
[1] planethunters.coffee
[1] nemonet.info
[1] floatingforests.org

Top Domains in Tweet in G3:
[16] naturemapr.org
[12] twitter.com
[9] inaturalist.org
[7] com.au
[6] youtube.com
[5] edu.au
[4] org.au
[3] medium.com
[3] gigabytejournal.com
[2] zoom.us

Top Domains in Tweet in G4:
[30] scistarter.org
[13] twitter.com
[4] youtube.com
[2] theurbanactivist.com
[1] sciencenearme.org
[1] globe.gov
[1] com.au
[1] scistarter.com
[1] eacourier.com
[1] oup.com

Top Domains in Tweet in G5:
[9] twitter.com
[3] senckenberg.de
[3] hopp-foundation.de
[2] europa.eu
[2] tandfonline.com
[2] ac.uk
[2] ocean-twin.eu
[1] spiegel.de
[1] museumfuernaturkunde.berlin
[1] compgen.de

Top Domains in Tweet in G6:
[147] raspberryshake.org
[2] twitter.com
[2] co.uk
[1] researchtoaction.org

Top Domains in Tweet in G7:
[22] twitter.com
[3] biodiversity4all.org
[2] youtube.com
[2] regionieambiente.it
[2] birdsontario.org
[2] co.uk
[2] net.au
[1] scienceonthefly.org
[1] peerj.com
[1] org.au

Top Domains in Tweet in G8:
[3] net.au
[3] twitter.com
[1] theconversation.com
[1] cbc.ca

Top Domains in Tweet in G9:
[10] spotteron.net
[5] divinfood.eu
[4] twitter.com
[3] roadkill.at
[2] popillia.eu
[1] ac.uk
[1] naturespots.net
[1] youtube.com
[1] minke.eu

Top Domains in Tweet in G10:
[7] org.uk
[3] twitter.com
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3241] citizenscience
[691] airpollution
[673] pm10
[668] pm2
[668] fijnstof
[668] waalre
[668] luftdaten
[462] earthquake
[275] junomission
[142] citsci



Top Hashtags in Tweet in G1:
[712] citizenscience
[93] citsci
[79] openscience
[44] citieshealtheu
[32] h2020
[28] health
[24] scicomm
[23] science
[22] coact
[20] research

Top Hashtags in Tweet in G2:
[272] citizenscience
[270] junomission
[32] summersolstice
[17] genomedetectives
[8] zooniverse
[5] educators
[4] science
[4] planethunters
[4] worldoceanmonth
[3] pride

Top Hashtags in Tweet in G3:
[144] citizenscience
[31] biodiversity
[15] science
[13] naturemapr
[12] sustainability
[8] openscience
[7] nativebees
[6] flower
[6] canberra
[6] gsb2022

Top Hashtags in Tweet in G4:
[148] citizenscience
[67] bigwindermeresurvey
[12] citsci
[7] science
[7] waterquality
[7] windermere
[7] phenology
[5] maker
[5] museum
[5] sciencecafes

Top Hashtags in Tweet in G5:
[91] citizenscience
[18] csmittagspause
[13] publicengagegement
[13] planetaryhealth
[10] mfnberlin
[10] workshops
[10] weinheim
[10] twlz
[8] offenearchive
[4] digitaltag

Top Hashtags in Tweet in G6:
[460] earthquake
[194] citizenscience
[140] raspberryshake
[73] seismograph
[64] shakenet
[55] japan
[33] georgetown
[33] atlanticocean
[23] afghanistan
[22] iran

Top Hashtags in Tweet in G7:
[99] citizenscience
[6] conservation
[4] biodiversity
[4] birdwatching
[3] inaturalist
[3] wildlife
[3] pet
[2] ecology
[2] wa
[2] nature

Top Hashtags in Tweet in G8:
[26] citizenscience
[16] southernoceanlive
[14] whales
[5] whaleon
[5] australia
[5] whale
[3] marinescience
[2] stem
[2] sustainability
[2] migaloo

Top Hashtags in Tweet in G9:
[57] citizenscience
[10] citsci
[9] plasticpollution
[8] copenhague
[6] roadkill
[5] horizon2020
[4] geology
[4] fossils
[3] 40years
[3] trilobites

Top Hashtags in Tweet in G10:
[20] citizenscience
[13] insectweek
[9] pollinatorparks
[9] bees
[8] biodiversity
[5] northeastbeehunt
[4] 30dayswild
[3] orchids
[3] orchidchallenge
[3] silverstuddedblue

Top Words
Top Words in Tweet in Entire Graph:
[3241] #citizenscience
[2103] m3
[2036] level
[1349] dust
[776] great
[748] ugr
[691] #airpollution
[691] below
[687] project
[681] direction

Top Words in Tweet in G1:
[712] #citizenscience
[117] more
[112] project
[98] science
[93] #citsci
[93] learn
[89] citizen
[87] citieshealtheu
[83] cstrackproject
[82] check

Top Words in Tweet in G2:
[319] project
[274] help
[272] #citizenscience
[270] donasascience
[270] #junomission
[257] using
[254] storms
[194] nasa
[185] live
[168] pictures

Top Words in Tweet in G3:
[144] #citizenscience
[70] citscioz
[49] nature
[47] inaturalist
[47] map
[44] science
[42] sighting
[41] naturemapr
[39] project
[35] citizen

Top Words in Tweet in G4:
[148] #citizenscience
[67] #bigwindermeresurvey
[52] science
[49] citizen
[45] scistarter
[42] freshwaterbio
[41] go
[37] project
[34] projects
[34] week

Top Words in Tweet in G5:
[91] #citizenscience
[41] mitforschen
[28] die
[26] mfnberlin
[26] unserer
[25] juni
[22] eure
[20] plätze
[18] #csmittagspause
[16] 19

Top Words in Tweet in G6:
[460] #earthquake
[405] network
[388] raspishake
[370] 06
[358] m5
[345] 2022
[316] utc
[315] preliminary
[242] raspishakeq
[195] join

Top Words in Tweet in G7:
[99] #citizenscience
[11] science
[11] project
[10] help
[8] see
[7] citizen
[7] data
[7] monitoring
[6] today
[6] #conservation

Top Words in Tweet in G8:
[26] whales
[26] help
[26] #citizenscience
[21] see
[16] #southernoceanlive
[16] vanessapirotta
[15] mosquito
[14] #whales
[13] fantastic
[13] footage

Top Words in Tweet in G9:
[57] #citizenscience
[23] spotteron
[22] app
[16] project
[16] more
[16] today
[14] meeting
[14] science
[13] data
[13] apps

Top Words in Tweet in G10:
[21] much
[20] #citizenscience
[15] know
[13] today
[13] #insectweek
[12] insect
[12] last
[11] years
[11] spotted
[10] seeing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1347] dust,level
[748] ugr,m3
[680] m3,temperature
[680] wind,direction
[675] level,below
[673] level,#pm10
[668] m3,dust
[668] level,#pm2
[668] m3,#fijnstof
[668] #fijnstof,#airpollution

Top Word Pairs in Tweet in G1:
[77] learn,more
[68] citizen,science
[51] full,report
[45] report,learn
[41] remember,check
[41] check,full
[35] #citizenscience,project
[34] #citizenscience,#openscience
[32] more,#citizenscience
[29] #citizenscience,services

Top Word Pairs in Tweet in G2:
[253] using,#junomission
[226] #citizenscience,project
[185] project,live
[171] donasascience,using
[169] nasa,#citizenscience
[168] live,help
[168] help,donasascience
[168] #junomission,pictures
[168] pictures,identify
[168] identify,different

Top Word Pairs in Tweet in G3:
[42] nature,map
[35] map,featured
[35] featured,sighting
[30] citizen,science
[25] canberra,nature
[18] naturemapr,canberra
[18] andrews,government
[18] government,proposing
[18] proposing,alarming
[18] alarming,increases

Top Word Pairs in Tweet in G4:
[26] #citizenscience,project
[23] week,go
[22] citizen,science
[22] community,science
[19] one,week
[17] #bigwindermeresurvey,#citizenscience
[16] citizen,scientists
[14] science,projects
[14] less,week
[14] go,check

Top Word Pairs in Tweet in G5:
[16] job,opportunity
[16] gemeinsam,forschen
[15] 24,juni
[14] sonntag,19
[14] rahmen,digitaltagde
[14] digitaltagde,24
[14] #citizenscience,café
[14] café,lädt
[14] lädt,kühlen
[14] kühlen,getränken

Top Word Pairs in Tweet in G6:
[343] 2022,06
[313] m5,#earthquake
[303] preliminary,m5
[303] utc,raspishake
[288] raspishake,network
[242] raspishakeq,preliminary
[195] network,join
[113] recorded,#raspberryshake
[110] #raspberryshake,#citizenscience
[107] #citizenscience,seismic

Top Word Pairs in Tweet in G7:
[6] #citizenscience,project
[6] citizen,science
[3] #citizenscience,#inaturalist
[3] learn,more
[2] #citizenscience,data
[2] unveiling,test
[2] test,contribuire
[2] contribuire,salvare
[2] salvare,farfalle
[2] farfalle,#farfalle

Top Word Pairs in Tweet in G8:
[13] fantastic,footage
[13] footage,penguins
[13] penguins,cuttlefish
[13] cuttlefish,seadragons
[13] seadragons,whales
[13] whales,#southernoceanlive
[13] #southernoceanlive,tonight
[13] tonight,help
[13] help,id
[13] id,whales

Top Word Pairs in Tweet in G9:
[11] consortium,meeting
[9] #citizenscience,app
[8] #citizenscience,apps
[8] second,day
[8] day,consortium
[8] meeting,#copenhague
[8] #copenhague,today
[8] today,focus
[8] focus,science
[8] science,communication

Top Word Pairs in Tweet in G10:
[9] know,uk's
[9] uk's,flying
[9] flying,insect
[9] insect,population
[9] population,declined
[9] declined,much
[9] much,60
[9] 60,last
[9] last,20
[9] 20,years

Top Replied-To
Top Replied-To in Entire Graph:
@_citizenscience
@cos4cloud
@pwa_zurich
@stepchangeeu
@miryci
@bibchatde
@planetwatchsas
@mhaklay
@heidiproject
@leidenpartners

Top Replied-To in G1:
@_citizenscience
@pwa_zurich
@stepchangeeu
@miryci
@mhaklay
@csaustria
@cos4cloud
@leidenpartners
@citieshealtheu
@heidiproject

Top Replied-To in G3:
@bird_explorers
@inaturalist
@davidascanio
@unep

Top Replied-To in G4:
@quenchnetwork

Top Replied-To in G5:
@innovatearth

Top Replied-To in G8:
@iratecaller
@clairejmason
@stangorton

Top Replied-To in G9:
@cos4cloud
@lingscape

Top Replied-To in G10:
@pmnogue
@tone_killick

Top Mentioned
Top Mentioned in Entire Graph:
@raspishake
@donasascience
@raspishakeq
@nasa
@citscioz
@mitforschen
@cstrackproject
@nasasolarsystem
@citieshealtheu
@eucitsci

Top Mentioned in G1:
@cstrackproject
@citieshealtheu
@eucitsci
@stepchangeeu
@cos4cloud
@mitforschen
@citscicomm
@mhaklay
@_citizenscience
@csaustria

Top Mentioned in G2:
@donasascience
@nasa
@nasasolarsystem
@the_zooniverse
@cmc_rodrigues
@adlerplanet
@maidenlab
@pubmlst
@hanski_eveliina
@wellcometrust

Top Mentioned in G3:
@citscioz
@naturemapr
@inaturalist
@coral_watch
@hugepossum
@qldmuseum
@uq_news
@citsci_geek
@cwf_fcf
@insectinvestig8

Top Mentioned in G4:
@freshwaterbio
@bensurridge
@scistarter
@lancsunilec
@trine_b_
@urban_activist
@u
@nbntrust
@globeprogram
@drloulavictoire

Top Mentioned in G5:
@mitforschen
@mfnberlin
@digitaltagde
@umweltstiftung
@senckenberg
@sushecker
@sensebox_de
@s_voigtheucke
@hoppfoundation
@wissimdialog

Top Mentioned in G6:
@raspishake
@raspishakeq
@kanzakimasami
@gmrpetricca
@raspi
@alansheehan18
@listen2mcr
@davorinpenava
@t_ps_r_m
@matplotlib

Top Mentioned in G7:

Top Mentioned in G8:
@vanessapirotta
@fernhames
@abcnews
@danpeach3
@mozziebites
@abctv
@phillipislandnp
@migaloo1
@abcscience
@delwp_vic

Top Mentioned in G9:
@spotteron
@youcountproject
@horizoneu
@goteborgsuni
@bcarneyalmroth
@bolund
@emmanohren
@ispotabee
@ipmpopillia
@festofnature

Top Mentioned in G10:
@climateactionne
@dalton_park
@nee_naturalist
@wildcardrewild
@buzz_dont_tweet
@savebutterflies
@love_plants
@tbhpartnership
@wildflower_hour
@dynamicdunes

Top Tweeters
Top Tweeters in Entire Graph:
@moonbootica
@glasgow_watch
@andreasandy3131
@fabriciosx
@marting8177
@opensource_orgs
@jimmyroybloom
@barin_moon
@codewithtwitchi
@alettaha

Top Tweeters in G1:
@fabriciosx
@volkskrant
@b0tsci
@steltenpower
@penguingalaxy
@chabis_ch
@johnsnowmtainer
@_open_science_
@gianelladel
@energyreferralx

Top Tweeters in G2:
@moonbootica
@andreasandy3131
@jimmyroybloom
@alettaha
@xandaolp
@artallks
@southerngemgal
@1dpassss
@luckypeople30
@brachoditrevi

Top Tweeters in G3:
@education_24x7
@aitch_el
@academicchatter
@mmmukalla
@noticias_buceo
@qldwhitsundays
@mnxmoosi
@ecology_tweets
@mec1948
@britnatureguide

Top Tweeters in G4:
@imagine_garden
@jo_barnes
@rosario_strano
@unitedutilities
@garym
@backyardbeyond
@boudicc88003310
@brathay
@krsciencelady
@simon_robson69

Top Tweeters in G5:
@rnitsch
@bot_twlehrerz
@parents4future
@fdmhildesheim
@iotworlds
@hanshuett
@juliakrohmer
@djweduwen
@nhm_london
@n770

Top Tweeters in G6:
@codewithtwitchi
@emet_news_press
@xeronbot
@oma_oma_1
@takaoyoshida6
@justafandavid
@volcanowatching
@pythonroboto
@blobrana
@taniguchibob

Top Tweeters in G7:
@kaskadia
@infomgmtexec
@pranesh
@pop_popculture
@ve6aeq
@futureequals
@neogeografen
@1n9r1d
@mishdalton
@carinbondar

Top Tweeters in G8:
@abcnews
@apez140
@leftboomer
@vikkik88
@vinepsychic
@alpha1malegroom
@missbaileywoof
@popsiewagga1
@shumack_trish
@patersjpat

Top Tweeters in G9:
@henryobyno
@bcn_ajuntament
@yovanof
@llthingscitizen
@vetenskapoallm
@dhameliz7
@purevdo97217419
@inrae_france
@smbrander
@horizoneu

Top Tweeters in G10:
@rodee55
@chris4nature
@giddings3_g
@jharrison22
@wildflower_hour
@lottas_sociala
@etrooms
@lesleytotten
@savebutterflies
@bbcspringwatch