citizenscience, Twitter, 9/8/2022 2:47:49 AM, 281485


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citizenscience_2022-09-07_19-33-52.xlsx
citizenscience_2022-09-07_19-33-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 08, 2022
Short Description:
citizenscience via NodeXL https://bit.ly/3cTiLof
@citscioz
@cstrackproject
@b0tsci
@eucitsci
@grrlscientist
@geographile
@rsocpublishing
@btorobrob
@dilekfraisl1
@raspishakeq

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

Description:
Description
The graph represents a network of 3,038 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, 08 September 2022 at 02:39 UTC.

The requested start date was Thursday, 08 September 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, 36-minute period from Thursday, 25 August 2022 at 00:22 UTC to Wednesday, 07 September 2022 at 21:58 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 : 3038
Unique Edges : 2663
Edges With Duplicates : 8152
Total Edges : 10815
Number of Edge Types : 5
Retweet : 3166
MentionsInRetweet : 4773
Tweet : 1102
Mentions : 1702
Replies to : 72
Self-Loops : 1131
Reciprocated Vertex Pair Ratio : 0.0614636303338492
Reciprocated Edge Ratio : 0.11580920641533
Connected Components : 288
Single-Vertex Connected Components : 81
Maximum Vertices in a Connected Component : 1924
Maximum Edges in a Connected Component : 7204
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.487158
Graph Density : 0.000520354296136546
Modularity : 0.401564
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,038 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, 08 September 2022 at 02:39 UTC.

The requested start date was Thursday, 08 September 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, 36-minute period from Thursday, 25 August 2022 at 00:22 UTC to Wednesday, 07 September 2022 at 21:58 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
[34] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs43586-022-00144-4
[23] https://ecsa.citizen-science.net/wp-content/uploads/2022/08/05_2022-community-communications-officer-1.pdf
[21] https://canvas.bham.ac.uk/courses/52405
[16] https://www.pbs.org/newshour/science/not-all-scientists-wear-lab-coats-volunteers-are-fueling-research-nationwide
[15] https://southcoast-nsw.naturemapr.org/sightings/4442429
[11] https://www.citizenscience-wettbewerb.de/
[10] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[10] https://www.popsci.com/environment/community-science-involvement/
[10] https://www.researchintorecovery.com/research/c-stacs/c-stacs-expert-consultation/

Top URLs in Tweet in G1:
[31] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs43586-022-00144-4
[21] https://ecsa.citizen-science.net/wp-content/uploads/2022/08/05_2022-community-communications-officer-1.pdf
[10] https://www.pbs.org/newshour/science/not-all-scientists-wear-lab-coats-volunteers-are-fueling-research-nationwide
[10] https://www.popsci.com/environment/community-science-involvement/
[9] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[7] https://scistarter.org/observing-monarch-butterflies-for-science
[5] https://2022.ecsa-conference.eu/Programme.html
[5] https://2022.ecsa-conference.eu/startseite.html
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281187
[5] https://scistarter.org/great-north-american-fungiquest

Top URLs in Tweet in G2:
[2] https://theconversation.com/thousands-of-photos-captured-by-everyday-australians-reveal-the-secrets-of-our-marine-life-as-oceans-warm-189231?utm_source=twitter&utm_medium=bylinetwitterbutton
[2] https://www.inaturalist.org/observations/15838466
[2] https://experience.arcgis.com/experience/7228a5a27442468494caec2934c2b73d
[2] https://twitter.com/futuremeetings/status/1564415101314093056
[1] https://www.inaturalist.org/projects/great-southern-bioblitz-2022-fiji
[1] https://www.greatsouthernbioblitz.org/about-1
[1] https://inaturalist.ala.org.au/projects/great-southern-bioblitz-2021-nangak-tamboree-wildlife-sanctuary
[1] https://www.inaturalist.org/observations?month=9&place_id=50126&subview=map&view=species
[1] https://www.inaturalist.org/observations?month=1,9&place_id=137973&subview=map&view=species
[1] https://www.inaturalist.org/observations?month=9&place_id=175974&subview=map&view=species

Top URLs in Tweet in G3:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs43586-022-00144-4
[1] https://twitter.com/citizen_astro/status/1562520748966653952
[1] https://www.space.com/unistellar-equinox-deal-save-1000-dollars-september
[1] https://unistellaroptics.com/new-asteroid-moon-discovered-during-unistellar-campaign/
[1] https://2022.spaceappschallenge.org/locations/bengaluru/
[1] https://science.nasa.gov/citizenscience
[1] https://twitter.com/natgeoeducation/status/1564931014475931649

Top URLs in Tweet in G4:
[63] https://raspberryshake.org
[1] https://stationview.raspberryshake.org/#?event=rs2022rqlzwj
[1] https://stationview.raspberryshake.org/#?event=rs2022qrmbid
[1] https://stationview.raspberryshake.org/#?event=rs2022qskooi
[1] https://stationview.raspberryshake.org/#?event=rs2022quhhfg
[1] https://stationview.raspberryshake.org/#?event=rs2022quvncx
[1] https://stationview.raspberryshake.org/#?event=rs2022qwhnya
[1] https://stationview.raspberryshake.org/#?event=rs2022qwpbqw
[1] https://stationview.raspberryshake.org/#?event=rs2022qwujpw
[1] https://stationview.raspberryshake.org/#?event=rs2022qwzydn

Top URLs in Tweet in G5:
[14] https://southcoast-nsw.naturemapr.org/sightings/4442429
[5] https://canberra.naturemapr.org/sightings/4442286
[1] https://cairns.naturemapr.org/sightings/4441755
[1] https://canberra.naturemapr.org/sightings/4432689
[1] https://canberra.naturemapr.org/sightings/4441997
[1] https://canberra.naturemapr.org/sightings/4442343
[1] https://canberra.naturemapr.org/sightings/4381702
[1] https://canberra.naturemapr.org/sightings/4441807
[1] https://canberra.naturemapr.org/sightings/4441914
[1] https://hunter.naturemapr.org/sightings/4439989

Top URLs in Tweet in G6:
[3] https://www.sciencedirect.com/science/article/pii/S0269749122012258?via%3Dihub
[1] https://www.eventbrite.com.au/e/wild-webinars-2022-tickets-367973096437?lang=en-au&locale=en_AU&status=40&view=listing
[1] https://www.pbs.org/newshour/science/not-all-scientists-wear-lab-coats-volunteers-are-fueling-research-nationwide?fbclid=IwAR3wB8CA0-wDVtLVZDhkODId_VDakpVQwedxEn7cp66vnGtVyiQyEJ16U14
[1] https://theconversation.com/thousands-of-photos-captured-by-everyday-australians-reveal-the-secrets-of-our-marine-life-as-oceans-warm-189231?utm_source=twitter&utm_medium=bylinetwitterbutton
[1] https://www.zooniverse.org/projects/geosar/digging-up-the-oceans-past/classify
[1] https://www.emodnet-biology.eu/news-0?p=show&id=9063
[1] https://www.reinforceeu.eu/about/sonification-increasing-senses-increasing-inclusion
[1] https://www.zooniverse.org/projects/reinforce/cosmic-muon-images
[1] http://reinforce.ea.gr/eps-citizen-science-competition/
[1] https://linkinghub.elsevier.com/retrieve/pii/S0269749122012258

Top URLs in Tweet in G7:
[10] https://www.citizenscience-wettbewerb.de/
[2] https://www.buergerschaffenwissen.de/projekt/wie-divers-ist-mein-garten
[2] https://2022.ecsa-conference.eu/startseite.html
[2] https://ecsa.citizen-science.net/wp-content/uploads/2022/08/05_2022-community-communications-officer-1.pdf
[1] https://twitter.com/m_munke/status/1567472570936573952
[1] https://www.buergerschaffenwissen.de/projekt/streetart-explorers
[1] https://www.buergerschaffenwissen.de/trainingsworkshops
[1] https://blog.slub-dresden.de/beitrag/2022/8/30/ist-ja-ein-ding-an-der-slub-entsteht-eine-bibliothek-der-dinge
[1] https://xn--sbig-loa.de/erdi-tagung/anmeldung/
[1] https://saxorum.hypotheses.org/7933

Top URLs in Tweet in G8:
[2] https://planethunters.org
[1] https://observer.globe.gov/land-cover-2022
[1] https://www.missionjuno.swri.edu/junocam
[1] https://twitter.com/NASASolarSystem/status/1562188974004662272
[1] https://science.nasa.gov/learners/highlights/students-contribute-data
[1] https://www.youtube.com/watch?v=DZ2Q4pIV6mg&feature=youtu.be

[1] https://observer.globe.gov/es/do-globe-observer
[1] https://twitter.com/EPAIreland/status/1567471600915578882
[1] https://www.globe.gov/web/trees-around-the-globe/overview
[1] https://twitter.com/GLOBEProgram/status/1565399085703520256

Top URLs in Tweet in G9:
[3] https://www.pbs.org/newshour/science/not-all-scientists-wear-lab-coats-volunteers-are-fueling-research-nationwide
[1] https://wwwservizi.regione.emilia-romagna.it/tinyurl/default.aspx?ID=og342s1b
[1] https://www.arcus.org/sipn/sea-ice-outlook/2022/august
[1] https://bandi.urp.cnr.it/doc-assegni/documentazione/12834_DOC_IT.pdf
[1] https://bandi.urp.cnr.it/doc-assegni/documentazione/12868_DOC_IT.pdf
[1] https://twitter.com/kewgardens/status/1514197978977873923
[1] https://www.make.com/en/integrations/twitter?pc=webautomation
[1] https://twitter.com/EcographyJourna/status/1559820619478335493
[1] https://www.eurekalert.org/news-releases/962806
[1] https://twitter.com/EPAIreland/status/1563194646947278848

Top URLs in Tweet in G10:
[2] https://www.zb.uzh.ch/de/ueber-uns/citizen-science/freut-euch-des-lebens-naegeli-transkribieren
[2] https://www.nature.com/articles/s41597-022-01599-6
[2] https://www.schweizforscht.ch/netzwerk/netzwerktreffen
[2] https://twitter.com/CSAustria/status/1564221167480840192
[1] https://bookwhen.com/de/zentralbibliothek/e/ev-sqpg-20220507100000
[1] https://twitter.com/CSAustria/status/1554377833769730048
[1] https://www.citizen-science.at/blog/citizen-science-die-aktive-beteiligung-an-forschung
[1] https://www.citizen-science.at/projekte/c-s-i-phaenobiota
[1] https://twitter.com/CSAustria/status/1557635735066394625
[1] https://www.citizen-science.at/blog/wie-werden-roadkill-meldungen-erhoben-und-kontrolliert-ein-neuer-fachartikel

Top Domains
Top Domains in Tweet in Entire Graph:
[196] twitter.com
[126] raspberryshake.org
[55] scistarter.org
[45] nature.com
[34] naturemapr.org
[30] youtube.com
[27] ac.uk
[23] citizen-science.net
[18] org.uk
[18] zenodo.org

Top Domains in Tweet in G1:
[59] twitter.com
[54] scistarter.org
[32] nature.com
[21] citizen-science.net
[17] zenodo.org
[10] youtube.com
[10] pbs.org
[10] ecsa-conference.eu
[10] popsci.com
[5] hypotheses.org

Top Domains in Tweet in G2:
[8] twitter.com
[7] inaturalist.org
[2] greatsouthernbioblitz.org
[2] theconversation.com
[2] arcgis.com
[1] org.au
[1] linktr.ee
[1] youtube.com
[1] mdpi.com
[1] usf.edu

Top Domains in Tweet in G3:
[2] twitter.com
[1] nature.com
[1] space.com
[1] unistellaroptics.com
[1] spaceappschallenge.org
[1] nasa.gov

Top Domains in Tweet in G4:
[126] raspberryshake.org
[1] wisc.edu
[1] usgs.gov
[1] twitter.com

Top Domains in Tweet in G5:
[32] naturemapr.org
[7] spotteron.net
[2] twitter.com
[1] derstandard.at
[1] researchgate.net
[1] spotteron.com
[1] spea.pt
[1] gov.au

Top Domains in Tweet in G6:
[3] zooniverse.org
[3] sciencedirect.com
[3] twitter.com
[1] com.au
[1] pbs.org
[1] theconversation.com
[1] emodnet-biology.eu
[1] reinforceeu.eu
[1] ea.gr
[1] elsevier.com

Top Domains in Tweet in G7:
[12] citizenscience-wettbewerb.de
[12] twitter.com
[4] buergerschaffenwissen.de
[3] zentrumfuercitizenscience.at
[2] ecsa-conference.eu
[2] citizen-science.net
[1] slub-dresden.de
[1] xn--sbig-loa.de
[1] hypotheses.org
[1] microsoft.com

Top Domains in Tweet in G8:
[3] globe.gov
[3] twitter.com
[2] planethunters.org
[2] swri.edu
[1] nasa.gov
[1] youtube.com
[1] arcgis.com
[1] buymeacoffee.com

Top Domains in Tweet in G9:
[19] twitter.com
[3] pbs.org
[2] cnr.it
[2] springer.com
[2] youtube.com
[2] nasa.gov
[2] biodiversity4all.org
[2] instagram.com
[2] org.au
[2] usradioguy.com

Top Domains in Tweet in G10:
[8] twitter.com
[5] citizen-science.at
[3] schweizforscht.ch
[3] ac.at
[2] uzh.ch
[2] nature.com
[2] roadkill.at
[1] bookwhen.com
[1] mfk.ch
[1] science-et-cite.ch

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2901] citizenscience
[915] pm10
[661] airpollution
[660] pm2
[660] fijnstof
[660] waalre
[660] luftdaten
[553] earthquake
[132] shakenet
[127] raspberryshake



Top Hashtags in Tweet in G1:
[519] citizenscience
[88] openscience
[56] citsci
[24] h2020
[18] ecsa2022
[15] osf2022nl
[13] ssh
[12] identidadescomunes2
[11] sdgs
[11] openaccess

Top Hashtags in Tweet in G2:
[145] citizenscience
[13] movingsouth
[12] biodiversity
[12] environment
[11] s4pgxtfom
[9] eurekaprizes
[8] eurekaprize
[7] gsb2022
[6] fiji
[6] steminclusion

Top Hashtags in Tweet in G3:
[40] aurora
[38] citizenscience
[30] northernlights
[28] aurorasaurus
[17] astronomy
[14] space
[11] steve
[11] astrophotography
[11] unistellar
[10] canada

Top Hashtags in Tweet in G4:
[549] earthquake
[269] citizenscience
[131] shakenet
[126] raspberryshake
[99] python
[63] seismograph
[56] obspy
[37] sichuan
[37] scotland
[35] stornoway

Top Hashtags in Tweet in G5:
[79] citizenscience
[41] 100plantquestions
[34] biodiversity
[23] canberra
[15] naturemapr
[13] plantscience
[7] birdwatching
[6] citsci
[2] orchid
[2] horizoneu

Top Hashtags in Tweet in G6:
[84] citizenscience
[33] microplastic
[11] biology
[11] datarescue
[11] microplastics
[10] galapagos
[9] plasticpirates
[8] galápagos
[5] plasticwaste
[4] science

Top Hashtags in Tweet in G7:
[59] citizenscience
[29] aufdieplätzemitforschen
[6] fau
[6] sprachchecker
[6] kinderforschenmit
[5] plasticalps
[5] sparklingscience
[4] forschung
[4] nachhaltigkeit
[4] wisskomm

Top Hashtags in Tweet in G8:
[70] citizenscience
[16] citizenscientists
[12] astronomy
[11] meteorwatch
[2] feedback
[2] nasago
[1] airquality
[1] nasa
[1] norwegiansea
[1] earthquake

Top Hashtags in Tweet in G9:
[92] citizenscience
[6] inaturalist
[5] waterbugs
[5] mallee
[4] crocsofcharotar
[4] crocodileconservation
[4] vncindia
[4] vncusa
[3] climatechange
[3] biodiversity

Top Hashtags in Tweet in G10:
[69] citizenscience
[13] nägelibriefe
[9] protelefon
[9] partizipation
[7] csidrop
[4] roadkill
[4] schweizforscht
[3] workshop
[3] research
[2] forschung

Top Words
Top Words in Tweet in Entire Graph:
[2926] level
[2901] #citizenscience
[2799] m3
[1790] dust
[1232] ugr
[1210] great
[1167] wind
[1160] direction
[1159] temperature
[1124] below

Top Words in Tweet in G1:
[519] #citizenscience
[130] science
[104] citizen
[95] scistarter
[90] project
[87] #openscience
[80] environmental
[80] more
[75] sciences
[64] eucitsci

Top Words in Tweet in G2:
[145] #citizenscience
[49] inaturalist
[43] project
[41] gsbioblitz
[34] atlaslivingaust
[31] marine
[30] photos
[28] captured
[28] australians
[28] reveal

Top Words in Tweet in G3:
[98] yeghugo
[97] spaceyliz
[88] alberta
[73] 00
[73] 22
[69] jasper
[68] canada
[68] sept
[68] 4th
[65] power

Top Words in Tweet in G4:
[552] #earthquake
[426] raspishake
[327] 2022
[323] m5
[299] network
[269] #citizenscience
[263] preliminary
[263] utc
[200] raspishakeq
[192] 09

Top Words in Tweet in G5:
[86] nature
[79] #citizenscience
[67] map
[67] sighting
[64] naturemapr
[59] featured
[44] canberra
[41] #100plantquestions
[41] number
[34] #biodiversity

Top Words in Tweet in G6:
[84] #citizenscience
[33] #microplastic
[27] team
[26] exetermarine
[23] alert
[20] effort
[20] contamination
[17] the_zooniverse
[17] paper
[16] publication

Top Words in Tweet in G7:
[64] die
[59] #citizenscience
[48] mitforschen
[29] #aufdieplätzemitforschen
[27] colouringdd
[23] innen
[22] slubdresden
[18] ideensprint
[17] fünf
[17] plätze

Top Words in Tweet in G8:
[70] #citizenscience
[61] donasascience
[50] project
[46] help
[44] find
[44] planet
[44] hunters
[44] tess
[43] alone
[43] universe

Top Words in Tweet in G9:
[92] #citizenscience
[22] science
[17] citizen
[12] help
[9] project
[8] learn
[7] research
[7] க
[7] waterbugs
[6] co

Top Words in Tweet in G10:
[69] #citizenscience
[33] die
[25] projekt
[15] citizen
[14] zbzuerich
[14] hilfe
[14] rahmen
[14] bokuvienna
[13] #nägelibriefe
[11] csaustria

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1767] dust,level
[1232] ugr,m3
[1159] m3,temperature
[1159] wind,direction
[1111] level,below
[1038] great,level
[915] level,#pm10
[660] m3,dust
[660] level,#pm2
[660] m3,#fijnstof

Top Word Pairs in Tweet in G1:
[83] citizen,science
[49] method,environmental
[46] environmental,ecological
[46] ecological,sciences
[45] #citizenscience,project
[37] #openscience,#citizenscience
[28] science,recognized
[28] recognized,key
[28] key,method
[28] environmental,sciences

Top Word Pairs in Tweet in G2:
[28] photos,captured
[28] australians,reveal
[28] reveal,secrets
[28] secrets,marine
[19] ready,3rd
[19] 3rd,annual
[19] annual,gsbioblitz
[19] gsbioblitz,contribute
[19] contribute,biodiversity
[19] biodiversity,data

Top Word Pairs in Tweet in G3:
[73] 22,spaceyliz
[68] jasper,alberta
[68] alberta,canada
[68] canada,00
[68] 00,sept
[68] sept,4th
[62] power,mother
[62] mother,nature
[62] nature,aurora
[62] aurora,dances

Top Word Pairs in Tweet in G4:
[289] m5,#earthquake
[234] utc,raspishake
[226] preliminary,m5
[200] raspishakeq,preliminary
[181] raspishake,network
[179] #earthquake,recorded
[166] 2022,09
[161] 2022,08
[116] #raspberryshake,#citizenscience
[116] #citizenscience,seismic

Top Word Pairs in Tweet in G5:
[67] nature,map
[59] map,featured
[59] featured,sighting
[44] canberra,nature
[41] #100plantquestions,number
[34] naturemapr,canberra
[28] plantquestions,#100plantquestions
[25] #citizenscience,#biodiversity
[19] nature,reserve
[19] reserve,#canberra

Top Word Pairs in Tweet in G6:
[20] #microplastic,contamination
[15] paper,alert
[15] efforts,#citizenscience
[13] #citizenscience,exetermarine
[13] understanding,#microplastic
[12] happy,amazing
[12] amazing,team
[12] team,effort
[12] effort,published
[12] published,#citizenscience

Top Word Pairs in Tweet in G7:
[17] die,plätze
[17] plätze,#citizenscience
[15] fünf,finalist
[15] finalist,innen
[14] ioermonitor,bdabund
[14] bdabund,slubdresden
[14] slubdresden,zfbksachsen
[14] zfbksachsen,#aufdieplätzemitforschen
[14] #aufdieplätzemitforschen,ideensprint
[14] ideensprint,colouringdd

Top Word Pairs in Tweet in G8:
[45] #citizenscience,project
[44] planet,hunters
[44] hunters,tess
[44] tess,#citizenscience
[43] alone,universe
[43] universe,help
[43] help,find
[43] find,planet
[43] project,sector
[43] sector,53

Top Word Pairs in Tweet in G9:
[15] citizen,science
[5] #waterbugs,#mallee
[5] #mallee,#citizenscience
[4] #crocsofcharotar,#crocodileconservation
[4] #crocodileconservation,#citizenscience
[3] learn,more
[3] வ,யல
[3] #citizenscience,project
[3] #citizenscience,#inaturalist
[3] #childrencrocodilefestival2022,#crocsofcharotar

Top Word Pairs in Tweet in G10:
[13] #citizenscience,projekt
[10] 100,#nägelibriefe
[10] #nägelibriefe,publiziert
[10] publiziert,72
[10] 72,transkribiert
[10] transkribiert,rest
[10] rest,brauchen
[10] brauchen,hilfe
[10] hilfe,rahmen
[10] citizen,science

Top Replied-To
Top Replied-To in Entire Graph:
@inosproject
@yaelago1
@gsbioblitz
@apa_science
@atlaslivingaust
@palomarskies
@natgeoeducation
@cumulus1966
@drcrayfish
@leo_qbn

Top Replied-To in G1:
@inosproject
@yaelago1
@america250
@_abrilh_
@drhelenkara
@osdg_ai
@eucitsci

Top Replied-To in G2:
@gsbioblitz
@atlaslivingaust
@dremmaljohnston
@gumnut_case

Top Replied-To in G3:
@palomarskies

Top Replied-To in G4:
@kamikaza27

Top Replied-To in G6:
@the_zooniverse

Top Replied-To in G7:
@mfnberlin
@_birdiary_
@_josefinelenz

Top Replied-To in G8:
@donasascience

Top Replied-To in G10:
@apa_science

Top Mentioned
Top Mentioned in Entire Graph:
@aalst_waalre
@raspishake
@raspishakeq
@yeghugo
@spaceyliz
@naturemapr
@scistarter
@eucitsci
@donasascience
@twee

Top Mentioned in G1:
@scistarter
@eucitsci
@dilekfraisl1
@cstrackproject
@mobilemaggie
@stepchangeeu
@citieshealtheu
@finndanielsen
@methodsprimers
@eucitsciproject

Top Mentioned in G2:
@inaturalist
@gsbioblitz
@atlaslivingaust
@eurekaprizes
@dremmaljohnston
@watsonsueann
@citscioz
@tahliajperry
@echidna_csi
@industrygovau

Top Mentioned in G3:
@yeghugo
@spaceyliz
@twee
@tweetaurora
@unistellar
@nasa
@citizen_astro
@donasascience
@citscioz
@albertaaurora

Top Mentioned in G4:
@raspishake
@raspishakeq
@alansheehan18
@gmrpetricca
@matplotlib
@raspi
@kanzakimasami
@tenkyu_chimata
@stevebcaron

Top Mentioned in G5:
@naturemapr
@plantquestions
@citscioz
@spotteron
@ace_frawley
@newphyt
@birdlifeoz
@mulligansflat
@naturem
@parrotoftheday

Top Mentioned in G6:
@the_zooniverse
@exetermarine
@cezzalew
@emodnet
@hcmrimbbc
@eurobis_vliz
@vliznews
@zebrazuli
@ap3489
@georgie__savage

Top Mentioned in G7:
@mitforschen
@colouringdd
@slubdresden
@ioermonitor
@bdabund
@zfbksachsen
@ids_mannheim
@mfnberlin
@saxorum
@ioer_de

Top Mentioned in G8:
@donasascience
@globeprogram
@ukmeteornetwork
@globeireland
@globe
@nasa_landsat
@nasajuno
@epaireland
@diskdetective
@silverbergastro

Top Mentioned in G9:
@ivanmarchesini
@lpiparis_

Top Mentioned in G10:
@zbzuerich
@bokuvienna
@csaustria
@projektroadkill
@scienceetcite
@ruhrunibochum
@mfk_bern
@ois_center
@pwa_zurich
@noveleco

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@_redfrog
@vonrosenchild
@amuraovonn
@richfm39517086
@codewithtwitchi
@education_24x7
@tyberzannxxxx
@jot_au
@andrewmorrisuk

Top Tweeters in G1:
@areck0001
@steltenpower
@penguingalaxy
@nzherald
@_open_science_
@rosario_strano
@popsci
@openscitalk
@thartman2u
@newfxfs

Top Tweeters in G2:
@mogosheeks99
@vrretweeter
@minsquish
@donnalburnell
@birder_katie
@ivon_ehd1
@britnatureguide
@its_outta_here
@amishscientist
@geographile

Top Tweeters in G3:
@bugjudy
@rtartboost
@crof
@skry
@susanaj10670164
@grb090423
@quirkyinuk
@bee2216
@_was_type_z
@zephtx

Top Tweeters in G4:
@_redfrog
@richfm39517086
@codewithtwitchi
@xeronbot
@liveedges
@mel_storni
@oma_oma_1
@pythonroboto
@volcanowatching
@veronicasam13

Top Tweeters in G5:
@amuraovonn
@feralislandbud
@broomstick33
@mariecolemanao
@lizdolphinfluff
@yebosfaye
@aitch_el
@kate_eviva
@mmmukalla
@ecology_tweets

Top Tweeters in G6:
@miguelmcminn
@plasticsimpact
@letiziadavoli
@shuttle_mike
@eu_commission
@loveofmaths1
@brendangodley
@deakin
@uofe_research
@cinea_eu

Top Tweeters in G7:
@btkrth
@chabis_ch
@jasonwilliamsny
@gtannhaeuser
@ralflippold
@dresden_forscht
@dlr_de
@diegopajarito
@gebirgsziege
@msiemund

Top Tweeters in G8:
@peter_mugridge
@andrefarfan10
@nollie38
@blobrana
@elysiamacht
@jordanalusk
@todd_scheve
@chaunceycroc
@laurelbunce
@dutchess_becky

Top Tweeters in G9:
@losivad
@kencf0618
@researchbuzz
@keith_event
@martingertsch
@heatonmoorpark
@ehealthmgmt
@art_djsmiles
@volunteer4birds
@imerinet

Top Tweeters in G10:
@idw_online_de
@armindiaz
@srf
@sciencecommuni2
@lifesciencevie
@sytaahmdy1
@th_schmid
@dhpsp
@apa_science
@astrodicticum


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