citizenscience, Twitter, 11/5/2020 4:27:37 AM, 239488


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citizenscience_2020-11-04_19-59-20.xlsx
citizenscience_2020-11-04_19-59-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 05, 2020
Short Description:
citizenscience via NodeXL https://bit.ly/32ePH1W
@scistarter
@citscioz
@openscitalk
@smr_foundation
@jillfnugent
@csaustria
@citscimonth
@cos4cloud
@coopsciscoop
@univienna

Top hashtags:
#citizenscience
#earthquake
#citsci
#citscichat
#raspberryshake
#openscience

Description:
Description
The graph represents a network of 3,914 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, 05 November 2020 at 04:07 UTC.

The requested start date was Thursday, 05 November 2020 at 01:01 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, 18-hour, 29-minute period from Thursday, 22 October 2020 at 01:42 UTC to Wednesday, 04 November 2020 at 20:11 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 : 3914
Unique Edges : 3213
Edges With Duplicates : 8038
Total Edges : 11251
Number of Edge Types : 5
Retweet : 3192
MentionsInRetweet : 4965
Mentions : 2361
Tweet : 627
Replies to : 106
Self-Loops : 650
Reciprocated Vertex Pair Ratio : 0.0716071428571429
Reciprocated Edge Ratio : 0.133644392601233
Connected Components : 345
Single-Vertex Connected Components : 95
Maximum Vertices in a Connected Component : 2684
Maximum Edges in a Connected Component : 9107
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.200745
Graph Density : 0.000391825735553083
Modularity : 0.468512
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,914 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, 05 November 2020 at 04:07 UTC.

The requested start date was Thursday, 05 November 2020 at 01:01 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, 18-hour, 29-minute period from Thursday, 22 October 2020 at 01:42 UTC to Wednesday, 04 November 2020 at 20:11 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:
[105] https://www.bonierlab.com/urban-birds-of-ontario
[34] https://raspberryshake.org
[15] https://www.frontiersin.org/research-topics/13915/citizen-science-and-social-innovation-mutual-relations-barriers-needs-and-development-factors
[15] https://royalsocietypublishing.org/doi/10.1098/rstb.2019.0461?cookieSet=1
[11] https://aussiebirdcount.org.au/?DavidPocock
[9] https://www.sprache-spiel-natur.de/2020/08/22/aktuelle-citizen-science-projekte-zu-sprache-spiel-und-natur-und-informationsportale-zur-offenen-wissenschaft/
[9] https://nioo.knaw.nl/nl/news/waterkwaliteit-kleine-wateren-nederland-nog-steeds-onvoldoende
[9] https://covid19impactsurvey.org
[8] https://www.eventbrite.ie/o/clean-coasts-8520359924
[7] https://uvw.nl/burgeronderzoek-bevestigt-waterpartners-staan-samen-nog-voor-enorme-opgave/

Top URLs in Tweet in G1:
[11] https://aussiebirdcount.org.au/?DavidPocock
[4] https://www.eventbrite.co.uk/e/bes-citizen-science-engagement-marketing-motivation-and-change-tickets-124516260487
[4] https://survey.naturkundemuseum-berlin.de/en/sign_the_CS_SDG_Declaration
[4] https://wildpollinatorcount.com/2020/10/28/counting-pollinators-and-other-exciting-things-in-pollinator-week/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238040
[4] https://theoryandpractice.citizenscienceassociation.org/article/10.5334/cstp.290/
[3] https://greatsouthernbiobl.wixsite.com/website/copy-of-2021-highlights
[3] https://scistarter.org/
[3] https://ec.europa.eu/jrc/en/event/conference/3rd-annual-citizen-engagement-and-deliberative-democracy-festival
[3] https://scistarter.org/calendar

Top URLs in Tweet in G2:
[15] https://royalsocietypublishing.org/doi/10.1098/rstb.2019.0461?cookieSet=1
[5] https://www.soscisurvey.de/CitizenScience-Umfrage/
[5] https://apps.derstandard.at/privacywall/story/2000120970339/mitmachen-bei-der-forschung-aber-richtig
[4] https://www.facebook.com/events/655036155215388/
[2] https://twitter.com/CitSciZurich/status/1316637402304319488
[2] https://www.buergerschaffenwissen.de/veranstaltungen/trainingsworkshops
[2] https://twitter.com/CSAustria/status/1323183614281003009
[1] https://zentrumfuercitizenscience.at/de/aktuelles/artikel/2020/10/citizen-science-zwischen-demokratisierung-der-wissenschaft-und-globalen-herausforderungen/
[1] https://topcareer.jobs/Vacancy/irc255482_11061.aspx
[1] https://bit.ly/3mpvSwE

Top URLs in Tweet in G3:
[15] https://www.frontiersin.org/research-topics/13915/citizen-science-and-social-innovation-mutual-relations-barriers-needs-and-development-factors
[5] https://www.youtube.com/watch?v=iDFL-DU0uUw&feature=youtu.be

[3] https://eos.org/research-spotlights/modeling-the-cascading-infrastructure-impacts-of-climate-change&utm_campaign=ealert
[3] https://www.newsbreak.com/california/vacaville/news/2086607521974/millions-of-homes-are-at-risk-of-wildfires-but-its-rarely-disclosed
[3] https://twitter.com/_bto/status/1321532196423872517
[2] https://www.eventbrite.co.uk/e/chilterns-champions-outstanding-in-their-fields-tickets-117674927877
[2] https://www.sciencedaily.com/releases/2020/10/201016123916.htm
[2] https://www.forbes.com/sites/davidrvetter/2020/10/20/10-new-air-conditioners-every-second-how-to-stay-cool-on-a-warming-planet/#b7116758cc4c
[2] https://www.nature.scot/funding-and-projects/community-led-marine-biodiversity-monitoring-project/marine-monitoring-handbook
[1] https://www.chilternsaonb.org/projects/CCC.html

Top URLs in Tweet in G4:
[100] https://www.bonierlab.com/urban-birds-of-ontario
[1] http://www.adfg.alaska.gov/index.cfm?adfg=citizenscience.batsinak
[1] https://twitter.com/WeaverSociable/status/1319582757194993664

Top URLs in Tweet in G5:
[34] https://raspberryshake.org
[1] https://raspberryshake.net/eqview/#?event=rs2020vuihzk
[1] https://raspberryshake.net/eqview/#?event=rs2020uwdyaq
[1] https://raspberryshake.net/eqview/#?event=rs2020uwzqzj
[1] https://raspberryshake.net/eqview/#?event=rs2020uxheth
[1] https://raspberryshake.net/eqview/#?event=rs2020uxkblo
[1] https://raspberryshake.net/eqview/#?event=rs2020uxmlui
[1] https://raspberryshake.net/eqview/#?event=rs2020uxxaik
[1] https://raspberryshake.net/eqview/#?event=rs2020uzzxfd
[1] https://raspberryshake.net/eqview/#?event=rs2020vabrwd

Top URLs in Tweet in G6:
[6] https://www.transform-project.eu/2020/10/23/catalonia_capacity_building/
[4] https://actionproject.eu/apply-2020/
[3] https://www.heraldo.es/noticias/sociedad/2020/10/22/ricap-una-red-iberoamericana-de-ciencia-participativa-en-expansion-ciencia-ciudadana-1401332.html
[2] https://actionproject.eu/kick-off-event-for-tatort-streetlight-aube-on-30-10-20-at-the-stechlinsee-center/
[2] https://dnoses.communitymaps.org.uk/project/odours-affecting-communities/contribution/41175?center=-29.6362:30.3451:12&tab=1
[2] https://actionproject.eu/first-four-action-pilots-successfully-graduated/
[2] https://www.youtube.com/watch?v=3-haorviWro&feature=youtu.be

[2] https://www.youtube.com/watch?v=kufO7gGarX0&feature=youtu.be

[2] https://odor.net/
[1] https://www.youtube.com/watch?v=_MiqQLHLxIw&feature=youtu.be


Top URLs in Tweet in G7:
[2] https://datainsightsweek.bigdata-expo.nl/offer/details/64?utm_source=twitter&utm_medium=soworker
[1] https://t.co/9BSwsfn0v2?amp=1
[1] https://www.compgen.de/2020/10/aufruf-zur-erfassung-der-militaerkirchenbuecher-aus-koblenz/
[1] https://twitter.com/EUCitSciProject/status/1318834415464816640
[1] https://lab.citizenscience.ch/en/project/231
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DLweaCPGapZI%26feature%3Dyoutu.be&q=EgS4SO-bGJecxvwFIhkA8aeDS6QZji1MVJLGlXU-eRRyASQlDuVyMgFy
[1] https://twitter.com/ObservadoEs/status/1319174886317826048
[1] https://tz.discoveringgalapagos.org.uk/citizen-science-portal/
[1] https://twitter.com/Jackapod/status/1316678985900752896
[1] https://twitter.com/GAP_Foundation/status/1319292646238670848

Top URLs in Tweet in G8:
[2] https://www.facebook.com/watch/?v=353151165993852
[2] https://www.frogscalling.org/
[1] https://canberra.naturemapr.org/sightings/4354804
[1] https://canberra.naturemapr.org/sightings/4351098
[1] https://canberra.naturemapr.org/sightings/4354011
[1] https://canberra.naturemapr.org/sightings/4354399
[1] https://canberra.naturemapr.org/sightings/4352841
[1] https://canberra.naturemapr.org/sightings/4228036
[1] https://twitter.com/austmus/status/1323034416466128897
[1] https://onlinelibrary.wiley.com/doi/full/10.1111/aec.12959?campaign=wolearlyview

Top URLs in Tweet in G9:
[2] https://www.aries-dtp.ac.uk/studentships/matechou/
[2] https://www.inaturalist.org/projects/sharks-and-rays-in-greece-and-cyprus
[2] https://www.inaturalist.org/projects/is-it-alien-to-you-share-it-e963f8ce-0061-4bb0-81a3-9c127b4c101d
[1] https://phys.org/news/2020-10-video-dragonflies-mercury-pollution.html
[1] https://www.bonierlab.com/urban-birds-of-ontario
[1] https://www.inaturalist.org/posts/39122-the-immense-contribution-of-citizen-observations-to-science?fbclid=IwAR2gWkUpjku1svW5ZtITb5RZeCQ-abrmpsY3aAKuB1WZ-MC_GsmSAD7_nng

Top URLs in Tweet in G10:
[8] https://www.sprache-spiel-natur.de/2020/08/22/aktuelle-citizen-science-projekte-zu-sprache-spiel-und-natur-und-informationsportale-zur-offenen-wissenschaft/
[5] https://www.ipensea.asia/conference-agenda/
[2] https://www.sprache-spiel-natur.de/tag/childes/
[1] https://www.bisu.bio/science/
[1] https://buildingbridgeshdr2020.eventbrite.com
[1] https://www.ipensea.asia
[1] https://twitter.com/toxicsfree/status/1323793082198986755
[1] https://greatsouthernbiobl.wixsite.com/website/copy-of-2021-highlights
[1] https://www.sprache-spiel-natur.de/2020/10/20/videos-podcasts-webseiten-und-andere-ressourcen-fuer-die-sprachwissenschaft-videos-podcasts-webpages-and-other-resources-for-linguistics/
[1] https://www.sprache-spiel-natur.de/tag/spracherwerb/

Top Domains
Top Domains in Tweet in Entire Graph:
[373] twitter.com
[109] bonierlab.com
[81] scistarter.org
[65] youtube.com
[35] raspberryshake.net
[35] raspberryshake.org
[33] fluidware.it
[28] facebook.com
[26] org.au
[24] co.uk

Top Domains in Tweet in G1:
[91] twitter.com
[78] scistarter.org
[22] org.au
[10] inaturalist.org
[8] nodexlgraphgallery.org
[7] youtube.com
[6] zoom.us
[6] co.uk
[6] europa.eu
[6] citizenscienceassociation.org

Top Domains in Tweet in G2:
[40] twitter.com
[17] royalsocietypublishing.org
[6] derstandard.at
[6] soscisurvey.de
[6] buergerschaffenwissen.de
[5] zentrumfuercitizenscience.at
[4] citizen-science.at
[4] facebook.com
[2] lifeisscience.at
[2] igb-berlin.de

Top Domains in Tweet in G3:
[15] frontiersin.org
[13] twitter.com
[9] ebird.org
[9] eos.org
[8] co.uk
[7] youtube.com
[6] forbes.com
[5] newsbreak.com
[3] sciencedaily.com
[2] theguardian.com

Top Domains in Tweet in G4:
[104] bonierlab.com
[1] methodsblog.com
[1] shorturl.at
[1] ebird.org
[1] alaska.gov
[1] twitter.com

Top Domains in Tweet in G5:
[35] raspberryshake.org
[35] raspberryshake.net
[2] twitter.com
[2] youtube.com
[1] frontiersin.org
[1] usgs.gov

Top Domains in Tweet in G6:
[17] twitter.com
[17] youtube.com
[15] actionproject.eu
[9] transform-project.eu
[3] org.uk
[3] heraldo.es
[2] europa.eu
[2] ibercivis.es
[2] odor.net
[1] b2match.io

Top Domains in Tweet in G7:
[38] twitter.com
[3] bigdata-expo.nl
[2] google.com
[2] org.au
[2] scistarter.org
[2] keyscience.org
[1] t.co
[1] compgen.de
[1] citizenscience.ch
[1] org.uk

Top Domains in Tweet in G8:
[10] naturemapr.org
[2] twitter.com
[2] facebook.com
[2] frogscalling.org
[1] wiley.com
[1] net.au
[1] tv2fyn.dk
[1] org.au
[1] frontiersin.org
[1] anthropocenemagazine.org

Top Domains in Tweet in G9:
[5] inaturalist.org
[2] ac.uk
[1] phys.org
[1] bonierlab.com

Top Domains in Tweet in G10:
[15] sprache-spiel-natur.de
[8] twitter.com
[7] ipensea.asia
[1] co.in
[1] bisu.bio
[1] geospatialworld.net
[1] eventbrite.com
[1] raconteur.net
[1] wixsite.com
[1] eli.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2923] citizenscience
[235] earthquake
[172] citsci
[88] citscichat
[83] raspberryshake
[80] openscience
[76] biodiversity
[72] butterflies
[66] ecology
[65] covid19



Top Hashtags in Tweet in G1:
[636] citizenscience
[84] citscichat
[84] citsci
[30] communityscience
[28] biodiversity
[27] openscience
[26] cs_sdg2020
[24] citsciozonline
[20] aussiebirdcount
[14] sdgs

Top Hashtags in Tweet in G2:
[176] citizenscience
[25] conservation
[12] wissenschaft
[11] openscience
[10] opensource
[10] wisskomm
[10] bookascientist
[8] oecsk2020
[8] biodiversity
[6] csaward

Top Hashtags in Tweet in G3:
[176] citizenscience
[32] 2degreesc
[25] chilternschampions
[22] conservation
[20] nature
[20] earth
[19] cfp
[19] socialinnovation
[18] science
[15] saveourplanet

Top Hashtags in Tweet in G4:
[19] citizenscience
[5] batweek2020
[5] bats
[5] alaska
[1] publicoutreach
[1] urbanbirds
[1] batsneedfriends
[1] bioblitzes
[1] naturephotography
[1] weaverbirds

Top Hashtags in Tweet in G5:
[232] earthquake
[131] citizenscience
[83] raspberryshake
[45] seismometer
[39] seismograph
[33] greece
[26] shakenet
[22] chile
[20] stornoway
[20] scotland

Top Hashtags in Tweet in G6:
[124] citizenscience
[42] rri
[38] citsci
[33] pollution
[16] h2020
[12] cocreation
[11] publicengagement
[10] scicomm
[10] citizenengagement
[9] capacitybuilding

Top Hashtags in Tweet in G7:
[122] citizenscience
[26] monitoring
[6] scicomm
[5] research
[3] iot
[3] data
[3] luchtvervuiling
[3] webinar
[3] citsci
[3] science

Top Hashtags in Tweet in G8:
[42] citizenscience
[13] frogfriday
[13] frogidweek
[12] roundfrog
[11] biodiversity
[10] naturemapr
[6] australecology
[4] rt
[4] frogs
[3] sdu

Top Hashtags in Tweet in G9:
[87] citizenscience
[60] butterflies
[60] moths
[50] phd
[50] statistics
[50] ecology
[20] treebodyguards
[12] climate
[12] herbivory
[12] predation

Top Hashtags in Tweet in G10:
[71] citizenscience
[12] co2ampel
[10] sdgs
[10] toxicsfreesdg
[6] wochenende
[5] geospatialdata
[5] placenta
[5] sdg10
[5] offenewissenschaft
[4] openscience

Top Words
Top Words in Tweet in Entire Graph:
[2919] #citizenscience
[542] join
[512] project
[438] science
[350] more
[334] citizen
[327] data
[310] help
[307] 10
[302] 2020

Top Words in Tweet in G1:
[635] #citizenscience
[214] scistarter
[149] join
[123] science
[115] project
[95] projects
[88] learn
[85] citizen
[84] #citscichat
[84] #citsci

Top Words in Tweet in G2:
[176] #citizenscience
[37] marine
[35] 10
[35] die
[30] csaustria
[26] online
[25] #conservation
[24] science
[24] _citizenscience
[23] mitforschen

Top Words in Tweet in G3:
[176] #citizenscience
[52] drelaineking
[37] _bto
[32] #2degreesc
[25] #chilternschampions
[24] gavin
[24] siriwardena
[24] conference
[22] people
[22] #conservation

Top Words in Tweet in G4:
[108] please
[106] birds
[105] project
[104] looking
[104] msc
[104] phd
[104] student
[104] join
[104] urban
[104] ontario

Top Words in Tweet in G5:
[232] #earthquake
[225] raspishake
[147] 2020
[143] raspishakeq
[135] 10
[131] #citizenscience
[126] network
[124] m5
[108] utc
[108] time

Top Words in Tweet in G6:
[124] #citizenscience
[51] projects
[46] action4cs
[42] #rri
[38] #citsci
[36] call
[34] apply
[34] looking
[33] #pollution
[30] related

Top Words in Tweet in G7:
[122] #citizenscience
[26] hierholzer
[26] weiher
[26] ph
[26] wert
[26] hoch
[26] liegt
[26] aktuell
[26] 00
[26] #monitoring

Top Words in Tweet in G8:
[49] frogs
[42] #citizenscience
[35] frogid
[35] week
[35] help
[32] count
[30] scientists
[30] australia
[29] way
[28] around

Top Words in Tweet in G9:
[87] #citizenscience
[60] opportunity
[60] modelling
[60] data
[60] #butterflies
[60] #moths
[50] exciting
[50] #phd
[50] combining
[50] #statistics

Top Words in Tweet in G10:
[71] #citizenscience
[44] science
[40] citizen
[29] seiresearch
[24] data
[24] sdgoals
[23] projekte
[15] sprache
[14] fokusnexus3
[14] penchoms

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[245] citizen,science
[181] #citizenscience,project
[126] 2020,10
[113] phd,student
[111] project,co
[109] please,looking
[109] looking,msc
[109] msc,phd
[109] student,join
[109] join,urban

Top Word Pairs in Tweet in G1:
[46] citizen,science
[37] #citizenscience,project
[34] #citizenscience,projects
[32] bird,count
[31] aussie,backyard
[31] backyard,bird
[27] citizen,scientist
[24] scistarter,#citizenscience
[24] three,million
[24] million,birds

Top Word Pairs in Tweet in G2:
[19] global,review
[17] citizen,science
[16] marine,#conservation
[15] review,#citizenscience
[15] #citizenscience,marine
[15] #conservation,rsocpublishing
[15] rsocpublishing,assess
[14] rachelkelly___,global
[12] 30,10
[10] speeddating,#wissenschaft

Top Word Pairs in Tweet in G3:
[24] gavin,siriwardena
[24] siriwardena,_bto
[20] important,messages
[20] messages,gavin
[20] _bto,vital
[20] vital,role
[20] role,#citizenscience
[20] #citizenscience,understanding
[20] understanding,impact
[20] #2degreesc,#earth

Top Word Pairs in Tweet in G4:
[104] please,looking
[104] looking,msc
[104] msc,phd
[104] phd,student
[104] student,join
[104] join,urban
[104] urban,birds
[104] birds,ontario
[104] ontario,project
[104] project,co

Top Word Pairs in Tweet in G5:
[126] 2020,10
[104] utc,time
[99] m5,#earthquake
[98] time,raspishake
[95] preliminary,m5
[73] raspishake,network
[70] raspishakeq,preliminary
[59] recorded,#raspberryshake
[58] #raspberryshake,#citizenscience
[52] seismic,network

Top Word Pairs in Tweet in G6:
[26] projects,related
[26] open,call
[25] related,form
[25] form,#pollution
[21] #citsci,projects
[19] looking,ongoing
[18] apply,looking
[18] ongoing,#citsci
[16] left,apply
[15] #rri,#citizenscience

Top Word Pairs in Tweet in G7:
[26] hierholzer,weiher
[26] weiher,ph
[26] ph,wert
[26] wert,hoch
[26] hoch,liegt
[26] liegt,aktuell
[26] aktuell,00
[26] 00,#monitoring
[26] #monitoring,#citizenscience
[9] citizen,science

Top Word Pairs in Tweet in G8:
[35] frogid,week
[28] week,around
[28] around,corner
[28] corner,need
[28] need,help
[28] help,way
[28] way,scientists
[28] scientists,count
[28] count,australia
[28] australia,frogs

Top Word Pairs in Tweet in G9:
[60] modelling,#citizenscience
[60] #citizenscience,data
[60] data,#butterflies
[60] #butterflies,#moths
[50] exciting,#phd
[50] #phd,opportunity
[50] opportunity,combining
[50] combining,#statistics
[50] #statistics,#ecology
[50] #ecology,modelling

Top Word Pairs in Tweet in G10:
[37] citizen,science
[17] sdgoals,seiresearch
[14] #citizenscience,projekte
[14] projekte,sprache
[14] sprache,spiel
[14] spiel,natur
[12] kompascom,antaranews
[12] antaranews,joereuters
[11] toxicsfree,seiresearch
[11] seiresearch,kompascom

Top Replied-To
Top Replied-To in Entire Graph:
@raspishakeq
@penchoms
@krishnazaki
@jillfnugent
@emlockley1
@_breakinggood
@learn_citsci
@emtheearthling
@nhm_london
@uniquemappers

Top Replied-To in G1:
@_breakinggood
@jillfnugent
@learn_citsci
@jredheart
@backyardbeyond
@gsbioblitz
@janegoodallinst
@nhm_citsci
@nhm_london
@inspiringnsw

Top Replied-To in G3:
@mjopocock
@eyeonthefly
@ajatherton090
@adklandtrust

Top Replied-To in G5:
@raspishakeq
@geographymic
@edpiotrowski

Top Replied-To in G6:
@monicamorrisong
@fsanzgarcia

Top Replied-To in G10:
@penchoms
@krishnazaki
@rachelp_sei
@kalle3d
@climatekelly

Top Mentioned
Top Mentioned in Entire Graph:
@raspishake
@scistarter
@raspishakeq
@biologyfran
@birdlifeoz
@citscioz
@drelaineking
@action4cs
@emilybdennis
@inaturalist

Top Mentioned in G1:
@scistarter
@birdlifeoz
@nl_esch
@citscioz
@citscimonth
@inaturalist
@coopsciscoop
@eucitsci
@cos4cloud
@citsciassoc

Top Mentioned in G2:
@csaustria
@_citizenscience
@mitforschen
@transcribathon
@rachelkelly___
@rsocpublishing
@leibnizigb
@citscizurich
@slubdresden
@scienceetcite

Top Mentioned in G3:
@drelaineking
@_bto
@chilternsccc
@uk_ceh
@c_degrees
@chrisgpackham
@team_ebird
@chilternsaonb
@britishecolsoc
@ellingbry

Top Mentioned in G4:
@biologyfran
@methodsecolevol
@fsologists_ak
@albertabats
@ritaafortuna
@resaltwegg
@lasasuomi
@cds_york
@g_iossa
@team_ebird

Top Mentioned in G5:
@raspishake
@raspishakeq
@gmrpetricca
@lastquake
@geophysicsleice
@eloeberich
@obspy
@matplotlib
@ledasb
@nodo20chile

Top Mentioned in G6:
@action4cs
@redricap
@transform_eu
@ibercivis
@rri_see
@rritools
@fsanzgarcia
@ideas_4_change
@cciudadanaes
@josperello

Top Mentioned in G7:
@rmp4412

Top Mentioned in G8:
@austmus
@naturemapr
@citscioz
@djjosiestyles
@frogidaus
@hugepossum
@f
@craigreucassel
@ecolsocaus
@australecology

Top Mentioned in G9:
@emilybdennis
@bcastagneyrol
@chriscorrigan3
@society4conbio
@savebutterflies
@unikentseak
@unikentsmsas
@aries_dtp
@rspbscience

Top Mentioned in G10:
@seiresearch
@sdgoals
@fokusnexus3
@joereuters
@toxicsfree
@antaranews
@kompascom
@sprachspinat
@guido_burger
@localisesdgs

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@kompascom
@robre62
@chidambara09
@geoffrey_payne
@femtech_
@lucysullivan888
@gallimaufrey777
@antaranews

Top Tweeters in G1:
@lizditz
@frecklesxx20
@haltaq
@hardcor_barra
@mr_spock
@bexxmodd
@mardixon
@skyebright8
@leafwarbler
@gnaomimartin

Top Tweeters in G2:
@derstandardat
@paul3hawkins
@google
@britnatureguide
@dlfkultur
@sonjathame
@helengavaghan
@ferli90
@wien_wissen
@ecology_tweets

Top Tweeters in G3:
@ottlegalrebels
@lawlor224
@imagine_garden
@laboescapes
@ourfuturebot
@infamousgrouser
@discoverhulley
@bsbibotany
@mckenzie6593
@jane__eden

Top Tweeters in G4:
@sea__cow
@ecoevoenviro
@aknj
@kirkwoodlab
@edrmorris
@clsmithak
@fsologists_ak
@duckswabber
@marianneeporter
@kaizan

Top Tweeters in G5:
@blubdha
@ecuabot
@reddeemergencia
@mahanthanut
@rstatstweet
@volcanowatching
@infomitigasi
@cornubiageol
@fernandogomezn5
@carlos_tmk

Top Tweeters in G6:
@mbauwens
@hapsci
@emilianoverga
@euscienceinnov
@uabbarcelona
@cris_aranda_
@eu_env
@gencat
@cefalopodo
@vhir_

Top Tweeters in G7:
@religionprof
@ttopczewski
@e86hotwheels
@rusapi3
@tristamsparks
@plantsmap
@michaelgraaf
@jimmyinthesky
@vvmbureau
@dralexchauran

Top Tweeters in G8:
@yebosfaye
@davidmatheson27
@lizdolphinfluff
@mariecolemanao
@leftboomer
@margarethollin1
@mmmukalla
@balamcoatl
@srzjwalters
@djp1974

Top Tweeters in G9:
@squirrel_ma
@ribblevalleysue
@greengrumbler
@nicolakidsbooks
@tonysloane10
@entoprof
@space4wildlife
@wumblemacdumble
@grayfeist
@stevedudley_

Top Tweeters in G10:
@kompascom
@antaranews
@kumparan
@germantwitchrt
@jacobussystems
@blogdokter
@kraeuterverbena
@hansthegerman
@germanyoutuber2
@epuujee