citizenscience, Twitter, 7/9/2020 5:17:49 AM, 230394


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citizenscience_2020-07-08_19-53-33.xlsx
citizenscience_2020-07-08_19-53-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 09, 2020
Short Description:
citizenscience via NodeXL https://bit.ly/2W1PX1k
@citscioz
@jillfnugent
@scistarter
@nasajuno
@eucitsci
@inaturalist
@citsciassoc
@jenniferyuen1
@royentsoc
@imagine_garden

Top hashtags:
#citizenscience
#earthquake
#citsci
#sdgs
#openscience
#covid19
#biodiversity

Description:
Description
The graph represents a network of 3,822 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, 09 July 2020 at 02:55 UTC.

The requested start date was Thursday, 09 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 2-hour, 33-minute period from Thursday, 25 June 2020 at 00:56 UTC to Wednesday, 08 July 2020 at 03:30 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 : 3822
Unique Edges : 3007
Edges With Duplicates : 7342
Total Edges : 10349
Number of Edge Types : 5
Mentions : 1821
Replies to : 106
MentionsInRetweet : 4696
Tweet : 603
Retweet : 3123
Self-Loops : 624
Reciprocated Vertex Pair Ratio : 0.0557892811413938
Reciprocated Edge Ratio : 0.105682605682606
Connected Components : 353
Single-Vertex Connected Components : 112
Maximum Vertices in a Connected Component : 2444
Maximum Edges in a Connected Component : 7932
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.875098
Graph Density : 0.000395237917202997
Modularity : 0.492955
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 3,822 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, 09 July 2020 at 02:55 UTC.

The requested start date was Thursday, 09 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 2-hour, 33-minute period from Thursday, 25 June 2020 at 00:56 UTC to Wednesday, 08 July 2020 at 03:30 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:
[39] https://raspberryshake.org
[33] https://www.nationalinsectweek.co.uk/record-insect-species
[17] https://www.discovermagazine.com/the-sciences/these-diy-science-projects-let-you-help-real-world-research
[14] https://www.eventbrite.com/e/jogl-live-1-with-quantified-flu-tickets-111136586522
[14] http://EU-Citizen.Science
[12] https://www.iste.org/explore/classroom/nasa-makes-game-trying-save-worlds-coral-reefs
[12] https://www.eventbrite.com/e/u-of-t-trash-team-home-waste-audit-a-citizen-science-project-tickets-108895838384
[12] https://www.youtube.com/watch?v=S41BfAUHfJE

[9] https://www.frontiersin.org/research-topics/13915/citizen-science-and-social-innovation-mutual-relations-barriers-needs-and-development-factors
[8] https://activatingcitsci.wixsite.com/home

Top URLs in Tweet in G1:
[14] http://EU-Citizen.Science
[13] https://www.discovermagazine.com/the-sciences/these-diy-science-projects-let-you-help-real-world-research
[7] https://www.eventbrite.de/e/ecsa-webinar-become-an-author-for-the-cs-sdgs-conference-declaration-tickets-110747657224?aff=ebdssbonlinesearch
[6] https://activatingcitsci.wixsite.com/home
[6] https://scistarter.org/what-we-learned-from-citizen-science-month
[6] https://www.eventbrite.com/e/jogl-live-1-with-quantified-flu-tickets-111136586522
[6] https://www.eventbrite.es/e/tackle-odour-pollution-with-odourcollect-registration-109617015444
[4] https://www.girlscouts.org/en/girl-scouts-at-home/troop-leaders/national-service-projects.html
[4] https://centraljersey.com/2020/07/04/national-moth-week-offers-backyard-activities-for-safe-science/
[4] https://www.northcentralpa.com/life/you-can-participate-in-the-north-american-firefly-count-for-science/article_1f9145a2-b9d5-11ea-a6ec-cf39235d4169.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share

Top URLs in Tweet in G2:
[1] https://www.missionjuno.swri.edu/junocam/think-tank?id=44
[1] https://issuu.com/ska_telescope/docs/contact_-_issue_04/s/10614603
[1] https://www.zooniverse.org/projects/sandorkruk/hubble-asteroid-hunter
[1] https://twitter.com/esascience/status/1277939943881560065

Top URLs in Tweet in G3:
[30] https://www.nationalinsectweek.co.uk/record-insect-species
[4] http://www.conkertreescience.org.uk/
[3] http://www.conkertreescience.org.uk
[2] https://twitter.com/conkerscience/status/1280075854991765504
[2] https://www.royensoc.co.uk/publications/handbooks
[2] https://www.shropshirewildlifetrust.org.uk/wildlife-explorer/invertebrates/dragonflies/broad-bodied-chaser
[2] https://butterfly-conservation.org/how-you-can-help/fund-our-work/other-ways-to-help/send-us-your-butterfly-sightings
[1] https://www.ceh.ac.uk/news-and-media/blogs/landmark-one-million-wildlife-encounters-recorded-year
[1] https://www.heraldscotland.com/news/18548117.gardening-weird-wonderful-butterflies-moths-spot-summer/
[1] https://twitter.com/Ecoentogeek/status/1278327863905865728

Top URLs in Tweet in G4:
[9] https://www.frontiersin.org/research-topics/13915/citizen-science-and-social-innovation-mutual-relations-barriers-needs-and-development-factors
[8] https://www.eventbrite.com/e/jogl-live-1-with-quantified-flu-tickets-111136586522
[7] http://incubadorave.org/es/campanatraetuchipo/
[5] https://www.openaire.eu/item/citizen-science-openaire-activities-in-education
[3] https://www.openaire.eu/events/eventdetail/733/58%7C272/citizen-science-openaire-activities-in-education
[3] https://www.eventbrite.com/e/one-year-of-open-science-with-jogl-tickets-110758579894
[3] https://doi.org/10.5281/zenodo.3925006
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229865
[2] https://www.youtube.com/watch?v=8lTLUI1AvqY&feature=youtu.be

[2] https://app.jogl.io/program/opencovid19

Top URLs in Tweet in G5:
[3] http://thebdi.org/2020/06/18/african-piedspot-hemistigma-albipunctum/
[3] http://thebdi.org/2020/06/24/birdpixing-since-the-start-of-lockdown/
[3] http://thebdi.org/2020/05/12/tropical-bluetail-ischnura-senegalensis/
[2] https://thereader.mitpress.mit.edu/citizenship-the-great-extinguisher-of-hope/
[2] https://www.girlscouts.org/en/girl-scouts-at-home/troop-leaders/national-service-projects.html
[2] https://www.inaturalist.org/projects/colorado-headwaters-nature-project
[2] https://twitter.com/UKRI_News/status/1277923556807053312
[2] https://twitter.com/foldingathome/status/1277994463655268352
[2] https://twitter.com/TheoShantonas/status/1278745107035041798
[2] https://gizmodo.com/these-are-some-of-the-best-citizen-science-projects-you-1844243370

Top URLs in Tweet in G6:
[1] https://twitter.com/ademoor/status/1278293798737661954
[1] https://www.hackster.io/fablabeu/citizen-science-box-bd074d
[1] https://www.hackster.io/fablabeu/gps-mapper-for-the-things-network-ttn-lorawan-584ed7
[1] https://www.communitysense.nl/2020/07/01/new-publication-citizen-sensing-communities-from-individual-empowerment-to-collective-impact/

Top URLs in Tweet in G7:
[1] https://gizmodo.com/a-viral-new-bird-song-in-canada-is-causing-sparrows-t-1844245103
[1] https://www.sciencedirect.com/science/article/abs/pii/S0006320720307114
[1] https://avianres.biomedcentral.com/articles/10.1186/s40657-020-00205-w
[1] https://bto.org/community/news/202006-vanishing-terns-skerries
[1] https://www.ceh.ac.uk/our-science/projects/pollinator-monitoring
[1] http://btoringing.blogspot.com
[1] https://bioone.org/journals/Bulletin-of-the-British-Ornithologists-Club/volume-140/issue-2/bboc.v140i2.2020.a2/First-record-of-Rufous-thighed-Kite-Harpagus-diodon-in-Colombia/10.25226/bboc.v140i2.2020.a2.full
[1] https://twitter.com/online_boc/status/1276155985384689665
[1] https://www.citizenscience.org/2017/06/13/citizen-science-terminology-matters/
[1] https://www.scovillelibrary.org/event/birding-for-beginners-with-caleb-may/

Top URLs in Tweet in G8:
[3] https://www.buergerschaffenwissen.de/citizen-science/arbeitsgruppen/weissbuch
[2] http://informationspraxis.de/2020/06/15/opr-nearby-landeskunde-citizenscience/
[1] https://open-access.net/community/news
[1] https://open-access.net/community/news/artikel/online-diskussion-zum-mitmachen-perspektiven-einer-offenen-wissenschafts-und-innovationskultur
[1] https://www.buergerschaffenwissen.de/sites/default/files/grid/2020/06/17/Programm_CitizenScience-Dialogforum20062020%20%281%29_0.pdf
[1] https://twitter.com/Chris_Piepmatz/status/1276519007445811200
[1] https://twitter.com/m_munke/status/1276417229148610560
[1] https://twitter.com/AlettaBonn/status/1273279796542349317
[1] https://twitter.com/NFDI4BioDiv/status/1276463605253169159
[1] https://libreas.eu/ausgabe37/schuldt/

Top URLs in Tweet in G9:
[12] https://www.eventbrite.com/e/u-of-t-trash-team-home-waste-audit-a-citizen-science-project-tickets-108895838384
[2] https://twitter.com/NZGardenBirds/status/1279146149774004224
[1] http://www.froglife.org/dragonfinder/app/
[1] https://gardenbirdsurvey.landcareresearch.co.nz/
[1] https://www.projectaware.org/debrisstudy
[1] https://expmag.com/2020/02/measuring-climate-change-on-the-backs-of-scuba-divers/
[1] https://www.facebook.com/events/1180438995628112/
[1] https://twitter.com/NZGardenBirds/status/1276280768159940612
[1] https://audioboom.com/posts/7496666-ocean-monitoring-citizen-science-with-pierre-yves-cousteau?utm_campaign=detailpage&utm_content=retweet&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G10:
[2] https://www.ngdc.noaa.gov/geomag/crowdmag.shtml
[1] https://www.globe.gov/web/s-cool
[1] https://twitter.com/NASAEarth/status/1278400523075551232
[1] https://www.nasa.gov/audience/forstudents/k-4/stories/nasa-knows/what-are-clouds-k4.html
[1] https://solarsystem.nasa.gov/news/1328/july-2020-the-next-full-moon-is-the-buck-moon/
[1] https://cpo.noaa.gov/News/ArtMID/7875/ArticleID/1922/NOAA-leads-community-scientists-in-mapping-hottest-parts-of-13-US-cities-this-summer
[1] https://astroquest.net.au/about/?sf235515950=1
[1] http://www.siuestemcenter.org/2020/07/01/y-citysci-spider-spotter-activity/
[1] http://www.siuestemcenter.org/2020/06/30/ycitysci-spider-fun-facts/

Top Domains
Top Domains in Tweet in Entire Graph:
[286] twitter.com
[47] youtube.com
[39] raspberryshake.org
[39] raspberryshake.net
[38] co.uk
[35] eventbrite.com
[29] org.uk
[24] scistarter.org
[18] wixsite.com
[18] discovermagazine.com

Top Domains in Tweet in G1:
[94] twitter.com
[20] scistarter.org
[15] eu-citizen.science
[14] discovermagazine.com
[11] eventbrite.de
[10] eventbrite.com
[8] girlscouts.org
[8] google.com
[7] wixsite.com
[7] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[1] swri.edu
[1] issuu.com
[1] zooniverse.org
[1] twitter.com

Top Domains in Tweet in G3:
[32] co.uk
[10] org.uk
[6] twitter.com
[3] butterfly-conservation.org
[1] ac.uk
[1] heraldscotland.com

Top Domains in Tweet in G4:
[14] twitter.com
[11] eventbrite.com
[10] openaire.eu
[9] frontiersin.org
[7] incubadorave.org
[6] youtube.com
[4] jogl.io
[4] medium.com
[3] doi.org
[3] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[47] twitter.com
[9] thebdi.org
[4] instagram.com
[3] inaturalist.org
[3] gizmodo.com
[2] google.com
[2] mit.edu
[2] zooniverse.org
[2] girlscouts.org
[2] t.co

Top Domains in Tweet in G6:
[2] hackster.io
[1] twitter.com
[1] communitysense.nl

Top Domains in Tweet in G7:
[2] youtube.com
[2] co.nz
[1] gizmodo.com
[1] sciencedirect.com
[1] biomedcentral.com
[1] bto.org
[1] ac.uk
[1] blogspot.com
[1] bioone.org
[1] twitter.com

Top Domains in Tweet in G8:
[8] twitter.com
[4] buergerschaffenwissen.de
[2] open-access.net
[2] informationspraxis.de
[1] libreas.eu
[1] o-bib.de
[1] stallcatchers.com
[1] anchor.fm
[1] co.nz
[1] youtube.com

Top Domains in Tweet in G9:
[12] eventbrite.com
[3] twitter.com
[1] froglife.org
[1] co.nz
[1] projectaware.org
[1] expmag.com
[1] facebook.com
[1] audioboom.com

Top Domains in Tweet in G10:
[3] noaa.gov
[2] nasa.gov
[2] siuestemcenter.org
[1] globe.gov
[1] twitter.com
[1] net.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2374] citizenscience
[128] earthquake
[102] citsci
[97] sdgs
[94] openscience
[79] covid19
[61] biodiversity
[57] citscimonth
[48] data
[47] science



Top Hashtags in Tweet in G1:
[708] citizenscience
[88] sdgs
[54] citsci
[53] citscimonth
[41] data
[27] sdg
[26] collection
[25] conference
[21] openscience
[17] dialogforumcs2020

Top Hashtags in Tweet in G2:
[26] citizenscience
[10] otd
[1] skapathfinder
[1] asteroidday
[1] spacecare

Top Hashtags in Tweet in G3:
[109] citizenscience
[29] insects
[27] entomology
[20] biologicalrecording
[13] entoathome
[10] survey
[9] niw2020
[9] littlethingsthatruntheworld
[8] likeinsects
[7] iyph2020

Top Hashtags in Tweet in G4:
[119] citizenscience
[66] openscience
[17] citsci
[17] education
[17] covid19
[15] crowdsourcing
[15] traetuchipo
[12] cfp
[12] socialinnovation
[11] opensource

Top Hashtags in Tweet in G5:
[153] citizenscience
[25] monitoring
[5] nature
[5] conservation
[4] covid19
[4] virtualmuseum
[3] stem
[3] science
[3] research
[3] cienciaciudadana

Top Hashtags in Tweet in G6:
[69] citizenscience
[20] lorawan
[9] bioblitz
[8] openregion
[7] soundsensor
[5] citizensensing
[3] airquality
[3] iot
[1] tinyml
[1] treptowköpenick

Top Hashtags in Tweet in G7:
[28] citizenscience
[11] birds
[11] williamdaza
[7] ornithology
[5] birding
[4] nzbirdatlas
[3] nzbirds
[2] seabirds
[2] nzgardenbirdsurvey
[1] birdsong

Top Hashtags in Tweet in G8:
[69] citizenscience
[25] dialogforumcs2020
[10] archiv
[10] museum
[10] bibliothek
[7] biodiversity
[4] datenqualität
[4] nearby
[3] openscience
[3] dateninteroperabilität

Top Hashtags in Tweet in G9:
[30] citizenscience
[22] plasticfreejuly
[12] homewasteaudit
[11] trashpanda
[5] covid19litter
[5] divelocal
[4] nzgardenbirdsurvey
[3] palmyrocks
[3] manitoba
[2] diveagainstdebris

Top Hashtags in Tweet in G10:
[19] citizenscience
[8] clouds
[6] nasago
[5] citsci
[5] globecommunity
[5] nasa
[5] monarchbutterfly
[5] optoutside
[4] globe
[4] stem

Top Words
Top Words in Tweet in Entire Graph:
[2366] #citizenscience
[564] project
[455] help
[414] clyde
[362] join
[318] science
[316] look
[299] more
[285] citizen
[255] data

Top Words in Tweet in G1:
[699] #citizenscience
[201] help
[178] project
[143] scistarter
[140] online
[133] join
[109] citizen
[105] science
[88] #sdgs
[84] eucitsci

Top Words in Tweet in G2:
[402] clyde
[201] amateur
[201] astronomer
[201] foster
[201] spied
[201] feature
[201] jupiter
[201] clouds
[201] captured
[201] detailed

Top Words in Tweet in G3:
[109] #citizenscience
[93] scientists
[93] help
[84] leaf
[80] uniofnewcastle
[74] project
[69] uk_ceh
[68] species
[62] look
[61] horse

Top Words in Tweet in G4:
[120] #citizenscience
[70] #openscience
[43] justonegiantlab
[42] miércoles
[40] redricap
[38] ciencia
[38] participativa
[37] estaremos
[37] conversando
[37] plataformas

Top Words in Tweet in G5:
[153] #citizenscience
[26] 00
[25] hierholzer
[25] weiher
[25] ph
[25] wert
[25] hoch
[25] liegt
[25] aktuell
[25] #monitoring

Top Words in Tweet in G6:
[69] #citizenscience
[36] guido_burger
[29] box
[24] die
[22] immer
[20] #lorawan
[19] doku
[19] zuletzt
[19] erster
[19] preview

Top Words in Tweet in G7:
[28] #citizenscience
[17] team_ebird
[17] data
[17] colombia
[15] oacevedocharry
[12] use
[11] #birds
[11] find
[11] junto
[11] zuaniacolon

Top Words in Tweet in G8:
[69] #citizenscience
[26] die
[25] #dialogforumcs2020
[20] strategie
[19] alle
[15] möchte
[15] danke
[14] wissenschaft
[14] öffne
[14] umfrage

Top Words in Tweet in G9:
[45] waste
[41] join
[33] uofttrashteam
[30] #citizenscience
[30] home
[22] #plasticfreejuly
[16] lucky
[16] garden
[16] know
[16] time

Top Words in Tweet in G10:
[80] parts
[41] heat
[41] cities
[40] noaaresearch
[40] extreme
[40] deadly
[40] buildings
[40] pavement
[40] make
[40] 20

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[268] #citizenscience,project
[207] amateur,astronomer
[207] astronomer,clyde
[207] clyde,foster
[207] foster,spied
[207] spied,feature
[207] feature,jupiter
[207] jupiter,clouds
[207] clouds,captured
[207] captured,detailed

Top Word Pairs in Tweet in G1:
[60] project,alert
[59] national,service
[59] service,project
[51] citizen,science
[47] online,july
[45] join,online
[45] pm,reflect
[45] reflect,#citscimonth
[45] #citscimonth,speakers
[45] speakers,share

Top Word Pairs in Tweet in G2:
[201] amateur,astronomer
[201] astronomer,clyde
[201] clyde,foster
[201] foster,spied
[201] spied,feature
[201] feature,jupiter
[201] jupiter,clouds
[201] clouds,captured
[201] captured,detailed
[201] detailed,look

Top Word Pairs in Tweet in G3:
[72] #citizenscience,project
[65] scientists,uk_ceh
[65] uk_ceh,uniofnewcastle
[60] friendly,#citizenscience
[57] horse,chestnut
[56] 10,years
[54] uniofnewcastle,looking
[54] looking,help
[54] help,family
[54] family,friendly

Top Word Pairs in Tweet in G4:
[38] ciencia,participativa
[37] miércoles,estaremos
[37] estaremos,conversando
[37] conversando,plataformas
[37] plataformas,tecnológicas
[37] tecnológicas,ciencia
[37] participativa,mirada
[37] mirada,latinoamérica
[36] redricap,miércoles
[21] thousands,volunteers

Top Word Pairs in Tweet in G5:
[25] hierholzer,weiher
[25] weiher,ph
[25] ph,wert
[25] wert,hoch
[25] hoch,liegt
[25] liegt,aktuell
[25] aktuell,00
[25] 00,#monitoring
[25] #monitoring,#citizenscience
[13] citizen,science

Top Word Pairs in Tweet in G6:
[29] #citizenscience,box
[19] doku,immer
[19] immer,zuletzt
[19] zuletzt,erster
[19] erster,preview
[19] preview,#citizenscience
[19] box,aka
[19] aka,hochwassersensor
[19] hochwassersensor,man
[19] man,ganz

Top Word Pairs in Tweet in G7:
[11] #citizenscience,team_ebird
[11] junto,zuaniacolon
[11] zuaniacolon,#williamdaza
[11] #williamdaza,reportamos
[11] reportamos,primera
[11] primera,_harpagus
[11] _harpagus,diodon_
[11] diodon_,colombia
[11] colombia,hacemos
[11] hacemos,análisis

Top Word Pairs in Tweet in G8:
[14] wissenschaft,öffne
[14] öffne,umfrage
[14] umfrage,die
[14] die,weiterentwicklung
[14] weiterentwicklung,hightech
[14] hightech,strategie
[14] strategie,2025
[14] 2025,möchte
[14] danke,alle
[12] openaccessnet,wissenschaft

Top Word Pairs in Tweet in G9:
[15] waste,sorting
[15] sorting,expert
[15] expert,know
[15] know,home
[15] home,waste
[15] waste,footprint
[15] footprint,join
[15] join,team
[15] team,#plasticfreejuly
[15] spending,more

Top Word Pairs in Tweet in G10:
[40] extreme,heat
[40] heat,deadly
[40] deadly,buildings
[40] buildings,pavement
[40] pavement,make
[40] make,parts
[40] parts,cities
[40] cities,20
[40] 20,hotter
[40] hotter,parts

Top Replied-To
Top Replied-To in Entire Graph:
@inaturalist
@raspishakeq
@markandrachuk
@scicheer
@quicktake
@globeprogram
@kcoastcare
@felix_tih
@callunacarbon
@eglezguardia

Top Replied-To in G1:
@markandrachuk
@scicheer
@girlscouts
@felix_tih
@kcoastcare
@inaturalist
@spotteron
@biodiversity_at
@hereiskarl
@drpgstem

Top Replied-To in G3:
@broadgavin

Top Replied-To in G4:
@eglezguardia

Top Replied-To in G6:
@woudsehoeve
@pientka_marleen
@gboldambt
@zach_shelby
@nottheedge

Top Replied-To in G7:
@lilamayhiggins
@montezca
@rachelpenczy
@topicstories

Top Replied-To in G8:
@josef_tumbrinck
@s_voigtheucke
@bibchatde
@librerli
@obibjournal
@_scientistt

Top Replied-To in G10:
@globeprogram

Top Mentioned
Top Mentioned in Entire Graph:
@nasajuno
@scistarter
@raspishake
@eucitsci
@inaturalist
@uk_ceh
@justonegiantlab
@uniofnewcastle
@raspishakeq
@eucitsciproject

Top Mentioned in G1:
@scistarter
@eucitsci
@eucitsciproject
@natgeoeducation
@dilekfraisl1
@reinforceeu
@inaturalist
@girlscouts
@citscioz
@citsciassoc

Top Mentioned in G2:
@nasajuno
@ska_telescope
@esascience
@lofar
@astron_nl

Top Mentioned in G3:
@uk_ceh
@uniofnewcastle
@darrenmarkevans
@royentsoc
@plantchief
@conkerscience
@insectweek
@countbugs
@swanseauni
@cobwebdr

Top Mentioned in G4:
@justonegiantlab
@redricap
@opencovid19
@openaire_eu
@madprime
@agaricus
@gedankenstuecke
@incubadorave
@openlittermap
@action4cs

Top Mentioned in G5:
@meredithcastles
@kwheeler
@coheadwaterslt

Top Mentioned in G6:
@guido_burger
@waarnemer_timo
@houtrookvrij
@ademoor
@waarneming
@cumulus1966
@ttnapeldoorn
@ariafrescaaaaaa
@pe1mew
@gboldambt

Top Mentioned in G7:
@team_ebird
@oacevedocharry
@zuaniacolon
@_bto
@mhcneateclegg
@clixbyman
@pomscheme
@online_boc
@osnzbirdsnz
@i

Top Mentioned in G8:
@openaccessnet
@alettabonn
@m_munke
@mitforschen
@beatamache
@biotopiamuseum
@stallcatchers
@dfg_public
@_scientistt
@sn_lab

Top Mentioned in G9:
@uofttrashteam
@chelsearochman
@froglifers
@nzgardenbirds
@projectaware
@albanybiology
@plasticfreejuly
@ourocean
@pycousteau

Top Mentioned in G10:
@noaaresearch
@globeprogram
@rangergabe
@britlc3
@regrowmilkweed
@kbslter
@noaa
@icrar
@brit
@nasago

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@lucysullivan888
@alizardx
@gallimaufrey777
@john_siracusa
@femtech_
@raivoonet
@xandaolp
@npsusa
@wwf

Top Tweeters in G1:
@alizardx
@femtech_
@loyalfan1
@annoula64
@rnitsch
@mashable
@mjoehlerich
@mardixon
@designthinkbot
@justafandavid

Top Tweeters in G2:
@xandaolp
@barin_moon
@flugennock
@underyourtree
@pigmeocosmico
@aitch_el
@darksapiens
@blobrana
@jota_4683
@mikutemozadown

Top Tweeters in G3:
@andytoronto
@philmorandi
@imagine_garden
@greengrumbler
@alfie11cr
@un
@prof_gd_foster
@entoprof
@space4wildlife
@savebutterflies

Top Tweeters in G4:
@iramey
@tbdnonymous
@randreszurita
@_open_science_
@sfsutcliffe
@arttesano
@egonwillighagen
@gedankenstuecke
@nopiedra
@tornilloarqui

Top Tweeters in G5:
@538355
@nepabuzz1
@dasears
@infomgmtexec
@kwheeler
@indritvucaj
@quakefactor
@igor_os777
@lgomezperu
@winspincic

Top Tweeters in G6:
@jacobussystems
@gquerci
@helena_is_here
@adafruit
@angeliquewinder
@dinowilliam
@hanscees
@kkklawitter
@scapeler
@tindie

Top Tweeters in G7:
@jasonwardny
@sharonwrdl
@ibis_journal
@nikkifirewall
@eorlandoea
@newzealandbirds
@mareeswj
@aydiav
@_bto
@audubonsociety

Top Tweeters in G8:
@rosario_strano
@thomas_michl
@radionz
@ferli90
@bibliothekarin
@fester_thomas
@fdmhildesheim
@stabihh
@jeb_140
@fwf

Top Tweeters in G9:
@mr_spock
@balamcoatl
@yuviathome
@geincolo
@naturagto
@jenni_pro
@squidclaude
@csiro
@clairep51529609
@gp_etobcen

Top Tweeters in G10:
@kellyrek
@tiniskwerl
@patriotroule
@iamthedidi
@cecil3695cecil
@coyotegulch
@mckeonlee12
@crimsongash
@susanhankinson
@ai6yrham


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