citizenscience, Twitter, 11/4/2021 3:17:18 AM, 265421


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citizenscience_2021-11-03_19-59-20.xlsx
citizenscience_2021-11-03_19-59-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 04, 2021
Short Description:
citizenscience via NodeXL https://bit.ly/2Ye0xGK
@citscioz
@cstrackproject
@scistarter
@inaturalist
@citieshealtheu
@mitforschen
@eu_env
@gretafranzini
@naturemapr
@eucitsciproject

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

Description:
Description
The graph represents a network of 3,748 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, 04 November 2021 at 03:07 UTC.

The requested start date was Thursday, 04 November 2021 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, 22-hour, 0-minute period from Thursday, 21 October 2021 at 00:01 UTC to Wednesday, 03 November 2021 at 22:01 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 : 3748
Unique Edges : 3357
Edges With Duplicates : 10269
Total Edges : 13626
Number of Edge Types : 5
Retweet : 3885
MentionsInRetweet : 6001
Tweet : 1250
Mentions : 2347
Replies to : 143
Self-Loops : 1285
Reciprocated Vertex Pair Ratio : 0.0732975220932248
Reciprocated Edge Ratio : 0.136583790765257
Connected Components : 334
Single-Vertex Connected Components : 104
Maximum Vertices in a Connected Component : 2482
Maximum Edges in a Connected Component : 11390
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.312749
Graph Density : 0.000441050100841968
Modularity : 0.393942
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,748 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, 04 November 2021 at 03:07 UTC.

The requested start date was Thursday, 04 November 2021 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, 22-hour, 0-minute period from Thursday, 21 October 2021 at 00:01 UTC to Wednesday, 03 November 2021 at 22:01 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 : 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:
[63] https://raspberryshake.org
[41] https://citizenscience.org.au/citscioz21/
[21] https://onlinelibrary.wiley.com/doi/10.1111/ecog.05790?cookieSet=1
[19] https://southern-highlands.naturemapr.org/sightings/4402800
[12] https://www.spotteron.net/blog-and-news/celebrating-participation-in-citizenscience-collectible-cards-for-citscioz21
[12] https://ownyourlabs.com/
[11] https://theconversation.com/from-counting-birds-to-speaking-out-how-citizen-science-leads-us-to-ask-crucial-questions-166673
[11] https://heidiproject.eu/
[11] https://us02web.zoom.us/webinar/register/WN_1zTYH571QCKUUhURX4VKjA
[11] https://donorbox.org/river-watch-30-year-celebration

Top URLs in Tweet in G1:
[20] https://onlinelibrary.wiley.com/doi/10.1111/ecog.05790?cookieSet=1
[9] https://heidiproject.eu/
[8] https://zenodo.org/record/5026192
[7] https://www.mdpi.com/journal/information/special_issues/Citizen_Science_Humanities
[6] https://twitter.com/mhaklay/status/1451155730422194176
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264947
[6] https://www.citizen-science.at/projekte/waldflaechen-fuer-den-baumschlaefer
[5] https://theconversation.com/amp/from-counting-birds-to-speaking-out-how-citizen-science-leads-us-to-ask-crucial-questions-166673
[5] https://www.linkedin.com/slink?code=gyb-vJxD
[5] https://rri-tools.eu/-/seeds-science-engagement-to-empower-disadvantaged-adolescents

Top URLs in Tweet in G2:
[41] https://citizenscience.org.au/citscioz21/
[12] https://www.spotteron.net/blog-and-news/celebrating-participation-in-citizenscience-collectible-cards-for-citscioz21
[7] https://theconversation.com/from-counting-birds-to-speaking-out-how-citizen-science-leads-us-to-ask-crucial-questions-166673
[6] https://citizenscience.org.au/citscioz21
[5] https://www.inaturalist.org/projects/great-southern-bioblitz-2021-umbrella
[4] https://scistarter.org/
[4] https://www.inaturalist.org/observations/12668363
[3] https://www.cottoninfo.com.au/soilyourundies
[3] https://blog.scistarter.org/2020/05/how-counting-caterpillars-can-help-scientists-understand-climate-change/
[3] https://phys.org/news/2021-10-citizen-scientists-contributions-boon-snowpack.html

Top URLs in Tweet in G3:
[18] https://southern-highlands.naturemapr.org/sightings/4402800
[5] https://canberra.naturemapr.org/sightings/4402029
[1] https://canberra.naturemapr.org/sightings/4403730
[1] https://canberra.naturemapr.org/sightings/4404242
[1] https://canberra.naturemapr.org/sightings/4402761
[1] https://southern-highlands.naturemapr.org/sightings/4399136
[1] https://canberra.naturemapr.org/sightings/4402324
[1] https://canberra.naturemapr.org/sightings/4402313
[1] https://canberra.naturemapr.org/sightings/4401437
[1] https://canberra.naturemapr.org/sightings/4402521

Top URLs in Tweet in G4:
[63] https://raspberryshake.org
[2] https://stationview.raspberryshake.org/#?event=rs2021vdbnck
[1] https://stationview.raspberryshake.org/#?event=rs2021vqulbu
[1] https://stationview.raspberryshake.org/#?event=rs2021usmatb
[1] https://stationview.raspberryshake.org/#?event=rs2021usmxer
[1] https://stationview.raspberryshake.org/#?event=rs2021utnlxg
[1] https://stationview.raspberryshake.org/#?event=rs2021utwemf
[1] https://stationview.raspberryshake.org/#?event=rs2021uugiud
[1] https://stationview.raspberryshake.org/#?event=rs2021uvjgcw
[1] https://stationview.raspberryshake.org/#?event=rs2021uvlipf

Top URLs in Tweet in G5:
[6] https://www.youtube.com/watch?v=nwMRG7OUaOo&feature=youtu.be

[3] http://www.storagetwo.com/greenwich-flood-watchers
[2] https://www.instagram.com/accounts/login/
[2] https://mypond.hu/kerdoiv
[2] https://mypond.hu
[2] https://www.fastwebdigital.academy/corsi-online/digital-development-online/tecniche-di-monitoraggio-ambientale-online/
[2] https://www.facebook.com/thebdi/photos/a.264976170247321/4368015453276685/?type=3
[2] https://www.facebook.com/thebdi/photos/a.264976170247321/4382719768472920/?type=3
[2] http://theherdlocker.com/tweet/popularity/citizenscience
[2] https://www.wwf.org.uk/learn/walrus-from-space

Top URLs in Tweet in G6:
[5] https://geodati.gov.it/geoportale/notizie/437-conferenza-inspire-2021-towards-a-common-european-green-deal-data-space
[1] https://inspire.ec.europa.eu/conference2021/programme
[1] https://twitter.com/INSPIRE_EU/status/1447948945733337094

Top URLs in Tweet in G7:
[2] https://www.sei.org/publications/participation-in-environmental-citizen-science/
[1] https://onlinelibrary.wiley.com/doi/10.1111/ecog.05790?cookieSet=1
[1] https://twitter.com/RGS_IBGhe/status/1453668978484813827
[1] https://twitter.com/mhaklay/status/1451155730422194176
[1] https://twitter.com/michcjackson/status/1452989291873832963
[1] https://twitter.com/earthwatch_eur/status/1453013661837144087
[1] https://twitter.com/gemswatercdc/status/1453357190136410116
[1] https://twitter.com/realjdittmer/status/1455880079574278144
[1] https://twitter.com/ucllifesciences/status/1455202032713863173
[1] https://heidiproject.eu/

Top URLs in Tweet in G8:
[3] https://twitter.com/NASAJPL/status/1453115261188390914
[1] http://blog.aurorasaurus.org/?p=1660
[1] https://www.aurorasaurus.org:443/
[1] https://steve-aurora.github.io/connect/
[1] https://twitter.com/ExocastExoCup/status/1455566039975174146
[1] https://www.missionjuno.swri.edu/junocam
[1] https://twitter.com/NASAJPL/status/1453428175732547589
[1] https://science.nasa.gov/citizenscience
[1] https://solarsystem.nasa.gov/people/382/marile-colon-robles/?utm_source=TWITTER&utm_medium=DoNASAScience&utm_campaign=NASASocial&linkId=136058018
[1] https://www.globe.gov/do-globe/translated-material/espanol-spanish-?linkId=136058020

Top URLs in Tweet in G9:
[11] https://us02web.zoom.us/webinar/register/WN_1zTYH571QCKUUhURX4VKjA
[1] https://twitter.com/lottogoodcauses/status/1455912653105229826
[1] https://twitter.com/BumblebeeTrust/status/1453752540328308740
[1] https://twitter.com/BumblebeeTrust/status/1453752540328308740?s=20
[1] https://www.bumblebeeconservation.org/wp-content/uploads/2021/10/BeeWalk-annual-report-2021-FINAL-BBCT190.pdf
[1] https://www.woodlandtrust.org.uk/trees-woods-and-wildlife/tree-pests-and-diseases/observatree/?utm_source=twitter&utm_medium=social&utm_campaign=observatree&utm_content=Observatree
[1] https://twitter.com/dfgillie/status/1454408436435800075
[1] https://twitter.com/BmscClimate/status/1453122027481493508
[1] https://twitter.com/xbordercurrents/status/1450019583860035584
[1] https://twitter.com/NHMLA/status/1452717927732502532

Top URLs in Tweet in G10:
[4] https://www.globeatnight.org/
[2] https://www.youtube.com/watch?v=D9jshNbpglc&feature=youtu.be

[1] https://twitter.com/odourcollect/status/1452947142625177603
[1] https://twitter.com/EUCitSciProject/status/1455867312951767043
[1] https://docs.google.com/forms/d/e/1FAIpQLSeF1DxUuDlTx7wJP0kk1lrkCDvk1aQWyQ7WXeEz1C4EjfzYMg/viewform?usp=send_form
[1] https://twitter.com/COMPASSStudy1/status/1451542722146455560
[1] https://imdis.seadatanet.org/files/IMDIS2021_oral_61.pdf
[1] https://ucm.es/geovacui/
[1] https://postoryuam.wordpress.com/
[1] https://citiesatnight.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[281] twitter.com
[126] raspberryshake.org
[63] org.au
[57] naturemapr.org
[34] scistarter.org
[29] wiley.com
[27] spotteron.net
[26] inaturalist.org
[23] youtube.com
[17] zoom.us

Top Domains in Tweet in G1:
[65] twitter.com
[22] wiley.com
[17] cstrack.eu
[14] citizen-science.at
[9] buergerschaffenwissen.de
[9] heidiproject.eu
[9] mdpi.com
[8] zenodo.org
[7] theconversation.com
[7] linkedin.com

Top Domains in Tweet in G2:
[63] org.au
[56] twitter.com
[29] scistarter.org
[27] spotteron.net
[23] inaturalist.org
[7] theconversation.com
[6] com.au
[3] 1millionturtles.com
[3] naturemapr.org
[3] phys.org

Top Domains in Tweet in G3:
[54] naturemapr.org
[6] twitter.com
[2] edu.au
[1] wiley.com
[1] net.au

Top Domains in Tweet in G4:
[126] raspberryshake.org
[2] dy.si
[2] lastquakers.eu

Top Domains in Tweet in G5:
[26] twitter.com
[8] facebook.com
[6] youtube.com
[4] mypond.hu
[3] storagetwo.com
[3] org.uk
[2] linkedin.com
[2] zooniverse.org
[2] instagram.com
[2] fastwebdigital.academy

Top Domains in Tweet in G6:
[5] gov.it
[1] europa.eu
[1] twitter.com

Top Domains in Tweet in G7:
[9] twitter.com
[3] sei.org
[1] wiley.com
[1] heidiproject.eu
[1] org.uk
[1] myworkdayjobs.com
[1] ac.uk
[1] co.uk

Top Domains in Tweet in G8:
[5] twitter.com
[3] nasa.gov
[2] aurorasaurus.org
[1] github.io
[1] swri.edu
[1] globe.gov
[1] globeatnight.org

Top Domains in Tweet in G9:
[11] zoom.us
[7] twitter.com
[1] bumblebeeconservation.org
[1] org.uk

Top Domains in Tweet in G10:
[8] twitter.com
[4] globeatnight.org
[2] youtube.com
[1] google.com
[1] seadatanet.org
[1] ucm.es
[1] wordpress.com
[1] citiesatnight.org
[1] newsera2020.eu
[1] odourobservatory.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3399] citizenscience
[711] pm10
[672] airpollution
[670] luftdaten
[670] fijnstof
[670] pm2
[670] waalre
[429] citscioz21
[353] earthquake
[142] citsci



Top Hashtags in Tweet in G1:
[1248] citizenscience
[710] pm10
[670] pm2
[670] fijnstof
[670] airpollution
[670] waalre
[670] luftdaten
[60] citsci
[44] openscience
[44] rri

Top Hashtags in Tweet in G2:
[756] citizenscience
[422] citscioz21
[77] gsb2021
[59] citsci
[52] biodiversity
[41] emcr
[27] education
[27] science
[14] teacher
[14] data

Top Hashtags in Tweet in G3:
[93] citizenscience
[38] canberra
[34] naturemapr
[17] biodiversity
[15] orchid
[12] butterfly
[10] sydneyideas
[10] cockatoo
[8] online
[8] aussiebirdcount

Top Hashtags in Tweet in G4:
[350] earthquake
[111] citizenscience
[63] seismograph
[42] raspberryshake
[41] chile
[38] losandes
[29] indonesia
[28] japan
[25] sandwichislands
[21] nuku

Top Hashtags in Tweet in G5:
[126] citizenscience
[6] research
[6] beyondthetinfoilhat
[6] quantumhealing
[6] cosmicdreams
[6] ultraspectrum
[6] ufology
[6] ufologie
[6] ufo
[6] onvi

Top Hashtags in Tweet in G6:
[107] eugreendeal
[7] citizenscience
[6] inspire_eu
[4] rndt_it
[4] news
[2] digitaleu
[1] observatree
[1] inspire2021
[1] greendeal
[1] geospatial

Top Hashtags in Tweet in G7:
[45] ecology
[27] citizenscience
[5] sewage
[5] worldcitiesday
[2] waterquality
[2] phd
[1] gardenblitz
[1] ais
[1] citscioz21
[1] slugscount

Top Hashtags in Tweet in G8:
[15] citizenscience
[8] donasascience
[7] citizenscientists
[4] exocup2021
[4] hd152843b
[2] happyhispanicheritagemonth
[1] exoplanet
[1] iauoutreach
[1] darkskies4all

Top Hashtags in Tweet in G9:
[38] citizenscience
[14] climateaction
[11] butterflies
[11] garden
[11] bigbutterflycount
[10] fungi
[9] nature
[7] observatree
[6] fungifriday
[6] springwatch

Top Hashtags in Tweet in G10:
[50] citizenscience
[15] newsera
[12] geovacui
[12] despoblación
[9] odourpollution
[9] lightpollution
[8] iwaodours2021
[8] mko_athome
[6] noirlab
[4] odour

Top Words
Top Words in Tweet in Entire Graph:
[3398] #citizenscience
[2719] m3
[2494] level
[1496] dust
[1349] ugr
[1242] 10
[967] direction
[961] temperature
[961] wind
[809] below

Top Words in Tweet in G1:
[2719] m3
[2480] level
[1496] dust
[1349] ugr
[1248] #citizenscience
[960] temperature
[960] wind
[960] direction
[919] 10
[802] below

Top Words in Tweet in G2:
[756] #citizenscience
[422] #citscioz21
[299] citscioz
[133] great
[122] project
[106] gsbioblitz
[101] conference
[101] citsci_geek
[96] celebrating
[96] inaturalist

Top Words in Tweet in G3:
[208] nature
[172] map
[172] sighting
[155] naturemapr
[115] canberra
[100] featured
[93] #citizenscience
[74] orchid
[66] act
[64] significant

Top Words in Tweet in G4:
[350] #earthquake
[314] 2021
[308] raspishake
[289] m5
[288] preliminary
[288] utc
[278] network
[237] 10
[225] raspishakeq
[157] join

Top Words in Tweet in G5:
[126] #citizenscience
[24] science
[15] citizen
[14] more
[10] people
[10] great
[10] projects
[9] see
[8] project
[8] research

Top Words in Tweet in G6:
[107] #eugreendeal
[107] 25
[107] 29
[104] brussels
[104] solution
[104] learn
[104] spatial
[104] data
[104] help
[104] environmental

Top Words in Tweet in G7:
[64] uk_ceh
[64] someone
[63] interdisciplinary
[63] ecologist
[61] mjopocock
[52] last
[49] good
[45] few
[45] days
[45] apply

Top Words in Tweet in G8:
[55] tweetaurora
[48] solar
[48] storm
[30] week
[26] excited
[26] light
[25] invited
[25] super
[25] birthday
[25] grand

Top Words in Tweet in G9:
[38] #citizenscience
[28] using
[26] nmbiodiversity
[25] data
[24] bumblebeetrust
[23] bumblebee
[23] beewalk
[23] recording
[22] recently
[22] published

Top Words in Tweet in G10:
[50] #citizenscience
[23] help
[22] dnoses_eu
[18] public
[18] geovacui
[17] night
[15] #newsera
[15] impact
[14] project
[14] planttes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1490] dust,level
[1349] ugr,m3
[960] m3,temperature
[960] wind,direction
[802] level,below
[709] level,#pm10
[669] m3,dust
[669] level,#pm2
[669] m3,#fijnstof
[669] #fijnstof,#airpollution

Top Word Pairs in Tweet in G1:
[1490] dust,level
[1349] ugr,m3
[960] m3,temperature
[960] wind,direction
[802] level,below
[709] level,#pm10
[669] m3,dust
[669] level,#pm2
[669] m3,#fijnstof
[669] #fijnstof,#airpollution

Top Word Pairs in Tweet in G2:
[63] #citscioz21,online
[63] #citizenscience,project
[53] citizen,scientist
[47] celebrating,#citizenscience
[41] #citizenscience,card
[40] online,conference
[39] celebrating,participation
[39] participation,celebrating
[37] until,#citscioz21
[35] days,until

Top Word Pairs in Tweet in G3:
[172] nature,map
[113] canberra,nature
[100] map,featured
[100] featured,sighting
[74] naturemapr,canberra
[63] map,significant
[63] significant,sighting
[56] southern,highlands
[56] highlands,nature
[53] naturemapr,southern

Top Word Pairs in Tweet in G4:
[276] preliminary,m5
[276] m5,#earthquake
[263] utc,raspishake
[243] raspishake,network
[228] 2021,10
[225] raspishakeq,preliminary
[156] network,join
[86] 2021,11
[63] join,largest
[63] largest,#citizenscience

Top Word Pairs in Tweet in G5:
[11] citizen,science
[6] #beyondthetinfoilhat,#citizenscience
[6] #citizenscience,#quantumhealing
[6] #quantumhealing,#cosmicdreams
[6] #cosmicdreams,#ultraspectrum
[6] #ultraspectrum,#ufology
[6] #ufology,#ufologie
[6] #ufologie,#ufo
[6] #ufo,#onvi
[6] #onvi,#uap

Top Word Pairs in Tweet in G6:
[107] 25,29
[104] brussels,solution
[104] solution,learn
[104] learn,spatial
[104] spatial,data
[104] data,help
[104] help,#eugreendeal
[104] #eugreendeal,environmental
[104] environmental,policies
[104] policies,25

Top Word Pairs in Tweet in G7:
[63] interdisciplinary,ecologist
[63] ecologist,uk_ceh
[45] last,few
[45] few,days
[45] days,apply
[45] apply,interdisciplinary
[45] uk_ceh,someone
[45] someone,good
[45] good,quantitative
[45] quantitative,#ecology

Top Word Pairs in Tweet in G8:
[48] solar,storm
[25] invited,super
[25] super,excited
[25] excited,birthday
[25] birthday,week
[25] week,grand
[25] grand,finale
[25] finale,solar
[25] storm,instead
[25] instead,candles

Top Word Pairs in Tweet in G9:
[22] recently,published
[22] published,latest
[22] bumblebee,recording
[22] recording,scheme
[21] latest,analysis
[21] analysis,beewalk
[21] beewalk,national
[21] national,bumblebee
[21] scheme,using
[21] using,data

Top Word Pairs in Tweet in G10:
[14] planttes,comunebs
[14] comunebs,anellides
[14] anellides,ulisboa_
[14] ulisboa_,crea_ricerca
[14] crea_ricerca,mosquito_alert
[14] mosquito_alert,bvwebrs
[14] bvwebrs,pca_fcr_osc
[14] pca_fcr_osc,denisproject_en
[14] denisproject_en,eu_aliens
[14] raise,public

Top Replied-To
Top Replied-To in Entire Graph:
@planttes
@jamoeberl
@mitforschen
@mrsfint
@_citizenscience
@erinnfj
@entsocvic
@tomatosphere
@hugepossum
@cobicalyx

Top Replied-To in G1:
@jamoeberl
@mitforschen
@_citizenscience
@tkaarsted
@0613fsn
@csaustria
@eucitsci
@eucitsciproject
@citsciatplus

Top Replied-To in G2:
@mrsfint
@erinnfj
@entsocvic
@cobicalyx
@hugepossum
@doctorkarl
@tuttcorey
@jodirowley
@samrowbotham

Top Replied-To in G4:
@raspishake
@lastquake

Top Replied-To in G7:
@ukslugsurvey
@freshwaterizzy

Top Replied-To in G8:
@tweetaurora

Top Replied-To in G9:
@scistarter
@buzzingpeak
@latitudegrptvl
@anthonybeyga31
@cstrackproject
@freshwaterizzy
@dominguezhills
@reefpaths
@enactingworlds
@win_opendata

Top Replied-To in G10:
@planttes
@rosaariasalv

Top Mentioned
Top Mentioned in Entire Graph:
@citscioz
@raspishake
@aalst_waalre
@raspishakeq
@naturemapr
@inaturalist
@gsbioblitz
@eu_env
@citsci_geek
@scistarter

Top Mentioned in G1:
@aalst_waalre
@mitforschen
@eucitsciproject
@action4cs
@cstrackproject
@eucitsci
@wissimdialog
@gittekragh
@kristin_oswald
@ecographyjourna

Top Mentioned in G2:
@citscioz
@gsbioblitz
@citsci_geek
@inaturalist
@lbdscience
@spotteron
@scistarter
@hugepossum
@costasgarden
@corey_tutt

Top Mentioned in G3:
@naturemapr
@citscioz
@ace_frawley
@vicpatz
@mpi_animalbehav
@birdlifeoz
@sydney_ideas
@lucymaplin
@act_community
@act_parks

Top Mentioned in G4:
@raspishake
@raspishakeq
@gmrpetricca
@matplotlib
@ledasb
@_m_dey
@lastquake
@zamg_at
@ra
@eloeberich

Top Mentioned in G5:
@albertainvasive

Top Mentioned in G6:
@eu_env
@inspire_eu
@rndt_it
@alesarrett
@woodlandtrust
@groofhugo
@astrosamantha

Top Mentioned in G7:
@uk_ceh
@mjopocock
@freshwaterizzy
@ukslugsurvey
@irecordwildlife
@uclcber
@i_cavadino
@seiresearch
@earthwatch_eur
@lindseycole

Top Mentioned in G8:
@tweetaurora
@donasascience
@iau_outreach
@stevephenomena
@nasapersevere
@vincent_ledvina
@astroengine
@nasasun
@citsciassoc
@scistarter

Top Mentioned in G9:
@nmbiodiversity
@bumblebeetrust
@inaturalist
@woodlandtrust
@croxtethhall
@cpvolgroup
@beccasbutterfli
@merseyforest
@rspbliverpool

Top Mentioned in G10:
@dnoses_eu
@geovacui
@comunebs
@anellides
@ulisboa_
@crea_ricerca
@mosquito_alert
@bvwebrs
@pca_fcr_osc
@denisproject_en

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@threadreaderapp
@serendipitysays
@_redfrog
@lcw_mofu
@dublencoigor
@cybersecurityn8
@hiloco8888
@ipythonistabot
@discovertech3

Top Tweeters in G1:
@rnitsch
@nationaltrust
@sz
@drpetra
@chabis_ch
@physorg_com
@_open_science_
@manzanillamiel5
@bomengidsnl
@conversationuk

Top Tweeters in G2:
@sallyrmelb
@mr_spock
@pauldutton1968
@vaselby
@noticias_buceo
@tbdnonymous
@askgerbil
@sinequalis
@abcbrisbane
@rosario_strano

Top Tweeters in G3:
@markplackett1
@broomstick33
@forgerat
@lizdolphinfluff
@mariecolemanao
@aitch_el
@inokumatorazou
@teadrivendev
@feralartist
@blueskyemining

Top Tweeters in G4:
@_redfrog
@ipythonistabot
@discovertech3
@hubofml
@reddeemergencia
@mahanthanut
@codewithtwitchi
@developerbot_v1
@volcanowatching
@trinufa

Top Tweeters in G5:
@miragenewscom
@ferejohn
@iteobesta
@kristinhenry
@mahealthforkids
@oyevengatedigo
@vohlos
@andresvarela
@nitzkesolvejg
@thebrucemuseum

Top Tweeters in G6:
@serendipitysays
@ana_captures
@nomoreslaves
@sdreyse
@samljpage
@milleroval
@meladalklimat
@danieltissera
@c_heldenstein
@georges_jc

Top Tweeters in G7:
@amongstwits
@haggewoods
@jimprall
@watervole
@dawnbazely
@danirabaiotti
@ecoexpert1
@space4wildlife
@the_rhs
@aeryn_thrace

Top Tweeters in G8:
@barin_moon
@ml_tweet_bot
@robinedgar
@astrojenny
@grb090423
@ruthrgreenwood
@karatstarbuck
@masatakamiy
@ebarcov
@hottaqu

Top Tweeters in G9:
@myco_radical
@sharonhoole
@eco1start
@longitude0
@kelouise1
@allen_tanya
@sybalan
@blodeuweddmoon
@paul_usher1
@natures_voice

Top Tweeters in G10:
@manueljesusf
@redespanola
@johnbarentine
@pepedamianrs
@toktokalweer1ei
@imolina
@markpaulson7
@mmanzano
@xoancava
@mscninjutsu


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