citizenscience, Twitter, 12/1/2022 3:46:29 AM, 285244


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citizenscience_2022-11-30_19-33-52.xlsx
citizenscience_2022-11-30_19-33-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 01, 2022
Short Description:
citizenscience via NodeXL https://bit.ly/3Ul5a98
@scistarter
@erc_research
@_citizenscience
@b0tsci
@citscinl
@eucitsci
@citscilab
@citscioz
@citieshealtheu
@the_zooniverse

Top hashtags:
#citizenscience
#earthquake
#seismograph
#citsci
#biodiversity
#data4citscinews

Description:
Description
The graph represents a network of 2,657 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, 01 December 2022 at 03:39 UTC.

The requested start date was Thursday, 01 December 2022 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, 20-hour, 36-minute period from Thursday, 17 November 2022 at 01:17 UTC to Wednesday, 30 November 2022 at 21:53 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 : 2657
Unique Edges : 2512
Edges With Duplicates : 6104
Total Edges : 8616
Number of Edge Types : 5
Retweet : 2363
MentionsInRetweet : 3898
Mentions : 1894
Tweet : 399
Replies to : 62
Self-Loops : 418
Reciprocated Vertex Pair Ratio : 0.0743740795287187
Reciprocated Edge Ratio : 0.138450993831391
Connected Components : 257
Single-Vertex Connected Components : 78
Maximum Vertices in a Connected Component : 1602
Maximum Edges in a Connected Component : 5852
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.26346
Graph Density : 0.000620235930549447
Modularity : 0.448288
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,657 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, 01 December 2022 at 03:39 UTC.

The requested start date was Thursday, 01 December 2022 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, 20-hour, 36-minute period from Thursday, 17 November 2022 at 01:17 UTC to Wednesday, 30 November 2022 at 21:53 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:
[114] https://raspberryshake.org
[14] https://www.frontiersin.org/research-topics/48185/bridging-citizen-science-and-science-communication
[14] https://www.frontiersin.org/articles/10.3389/frma.2022.988544/full
[12] https://scistarter.org/play-in-the-snow-and-report-snow-depth-for-science
[11] https://science.nasa.gov/citizenscience
[9] https://scistarter.org/how-satellites-track-santa-live
[8] https://scistarter.org/scistarter-live-the-essential-citizen-science-gift
[8] https://newsera2020.eu/events/newsera-enjoi-data-journalism-and-misinformation/
[7] https://erc.europa.eu/news-events/events/citizen-science-and-frontier-research-erc-annual-event-2022
[7] https://www.cannacenterofexcellence.org/

Top URLs in Tweet in G1:
[14] https://www.frontiersin.org/articles/10.3389/frma.2022.988544/full
[12] https://www.frontiersin.org/research-topics/48185/bridging-citizen-science-and-science-communication
[7] https://newsera2020.eu/events/newsera-enjoi-data-journalism-and-misinformation/
[6] https://erc.europa.eu/news-events/events/citizen-science-and-frontier-research-erc-annual-event-2022
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284705
[6] https://www.youtube.com/@newseraeu/streams
[5] https://www.frontiersin.org/research-topics/48185/bridging-citizen-science-and-science-communication#overview
[5] https://citimeasure.eu/comparability-story/
[5] https://erc.europa.eu/news-events/events/showcase-projects-citizen-science
[4] http://tinyurl.com/CSNL7dec

Top URLs in Tweet in G2:
[4] https://twitter.com/bund_net/status/1592771594933473280
[4] http://flow-project.de
[3] https://flow-projekt.de/
[2] https://bioone.org/journals/journal-of-herpetology/volume-56/issue-3/21-067/The-Utility-of-Acoustic-Citizen-Science-Data-in-Understanding-Geographic/10.1670/21-067.full
[2] https://twitter.com/GSBioblitz/status/1594929178302091266
[2] https://aktion.bund.net/flie%C3%9Fgew%C3%A4sser-erforschen
[1] https://www.greatsouthernbioblitz.org/post/an-unexpected-find-at-gsb-2022
[1] https://www.inaturalist.org/projects/great-southern-bioblitz-2022-umbrella?tab=stats
[1] https://theconversation.com/scientists-need-help-to-save-nature-with-a-smartphone-and-these-8-tips-we-can-get-our-kids-on-the-case-192622
[1] http://vnpa.org.au/programs/great-victorian-fish-count/#2022-fish-count-survey-dates-and-locations

Top URLs in Tweet in G3:
[114] https://raspberryshake.org
[1] https://www.youtube.com/watch?v=EIT8ks2-ov0

[1] https://shop.raspberryshake.org/
[1] https://stationview.raspberryshake.org/#?event=rs2022xolfxo
[1] https://stationview.raspberryshake.org/#?event=rs2022wpfmtq
[1] https://stationview.raspberryshake.org/#?event=rs2022wphhli
[1] https://stationview.raspberryshake.org/#?event=rs2022wpsznz
[1] https://stationview.raspberryshake.org/#?event=rs2022wpxjgr
[1] https://stationview.raspberryshake.org/#?event=rs2022wqgyyc
[1] https://stationview.raspberryshake.org/#?event=rs2022wqhwca

Top URLs in Tweet in G4:
[12] https://scistarter.org/play-in-the-snow-and-report-snow-depth-for-science
[9] https://scistarter.org/how-satellites-track-santa-live
[6] https://scistarter.org/scistarter-live-the-essential-citizen-science-gift
[5] https://scistarter.org/finder?activity=38
[5] https://scistarter.org/q-and-a-stall-catchers-live
[5] https://scistarter.org/track-monarch-butterfly-migration-with-journey-nor
[4] https://scistarter.org/library-kits
[4] https://scistarter.org/rauscher-farm-nature-camera-tracking
[4] https://scistarter.org/snow-tweets
[4] https://scistarter.org/Affiliates/Cedar-Creek-Eyes-on-the-Wild-Affiiates

Top URLs in Tweet in G5:
[2] https://innohub13.de/zu-nah-anmeldung/
[2] https://www.buergerschaffenwissen.de/form/anmeldung-workshop-cs-in-schulen
[1] https://twitter.com/kleines283/status/1597890866630512641
[1] https://www.buergerschaffenwissen.de/projekt/silverscience-seniorische-sozialforschung-0
[1] https://www.wissenschaft-im-dialog.de/fileadmin/user_upload/Ueber_uns/Stellenangebote/Dokumente/221122_Stellenausschreibung_BsW_SHK_2023.pdf
[1] https://www.deutschlandfunk.de/zwischen-museum-und-labor-das-forum-deutsche-sprache-dlf-45d769ce-100.html
[1] https://twitter.com/IDS_Mannheim/status/1593509547662090240
[1] https://erc.europa.eu/news-events/events/erc-annual-event-2022-citizen-science-and-frontier-research
[1] https://eu-citizen.science/resource/342
[1] https://www.ids-mannheim.de/fileadmin/org/Karriere/stellenausschreibung/Stellenausschreibung_Z4_P2_MitarbeiterIn_v5-2.pdf

Top URLs in Tweet in G6:
[2] https://appliedecologistsblog.com/2022/11/08/research-stories-strava-gbif-and-citizen-science/
[1] https://onlinelibrary.wiley.com/doi/10.1002/ece3.9350
[1] https://www.inverse.com/science/meteorite-hunters
[1] https://scistarter.org/scistarter-live-the-essential-citizen-science-gift
[1] https://scistarter.org/snow-tweets
[1] https://scistarter.org/family-reunification-and-recovery-of-bio-heritage
[1] https://citsci-india.org/
[1] https://spillwords.com/an-accidental-birder/
[1] https://sciencenextdoorcom.wordpress.com/2022/03/17/skilled-and-sturdy-shikaris-the-shikras/
[1] https://sciencenextdoorcom.wordpress.com/2022/03/24/a-call-from-an-owl-soul/

Top URLs in Tweet in G7:
[4] https://science.nasa.gov/citizenscience
[2] https://science.nasa.gov/science-news/citizenscience/spritacular
[2] https://science.nasa.gov/citizenscience?utm_campaign=Recomendo&utm_medium=email&utm_source=Revue%20newsletter
[2] from
[2] The
[2] Conversation
[2] for
[2] November
[2] 23
[2] 2022

Top URLs in Tweet in G8:
[2] https://canberra.naturemapr.org/sightings/4455570
[2] https://www.eventbrite.com/e/regional-cit-sci-meeting-citizen-science-as-a-conservation-tool-tickets-466579159827
[1] https://canberra.naturemapr.org/sightings/4454160
[1] https://canberra.naturemapr.org/sightings/4454304
[1] https://canberra.naturemapr.org/sightings/4454003
[1] https://canberra.naturemapr.org/sightings/4455491
[1] https://canberra.naturemapr.org/sightings/4455970
[1] https://canberra.naturemapr.org/sightings/4454979
[1] https://canberra.naturemapr.org/sightings/4454977
[1] https://canberra.naturemapr.org/sightings/4454905

Top URLs in Tweet in G9:
[6] https://www.datasciencecentral.com/profiles/blogs/traditional-ai-vs-machine-learning-and-where-data-labeling-comes
[6] https://www.datasciencecentral.com/image-annotation-overview-2022/
[1] https://academic.oup.com/mnras/article/459/1/720/2608940?login=true
[1] https://medium.com/syncedreview/the-humans-behind-artificial-intelligence-3ff578cfcc60
[1] https://www.penguinwatch.org/
[1] https://www.media.inaf.it/2022/11/29/immersi-in-un-mare-di-galassie-a-pescare-meduse/
[1] https://nph.onlinelibrary.wiley.com/doi/10.1002/ppp3.10337?utm_source=twitter&utm_medium=organic&HootpostID=8e2e40c8-2fdb-4215-ae20-ea95486926dd&Profile=wileyplantsci
[1] https://twitter.com/the_zooniverse/status/1595072726355841025
[1] https://daily.zooniverse.org/2022/11/21/science-scribbler-key2cat-update-from-the-au-ge-classification-workflow/
[1] https://twitter.com/AAS_Office/status/1594731418051117056

Top URLs in Tweet in G10:
[1] https://twitter.com/PeterTFretwell/status/1595411743131451393
[1] https://neobiota.pensoft.net/article/81476/
[1] https://www.cost.eu/long-read-alien-csi/
[1] https://twitter.com/COSTprogramme/status/1595719121907306496
[1] https://www.wwf.org.uk/learn/walrus-from-space
[1] https://twitter.com/ScottShanks01/status/1593525291397308416

Top Domains
Top Domains in Tweet in Entire Graph:
[229] raspberryshake.org
[174] twitter.com
[104] scistarter.org
[34] youtube.com
[34] frontiersin.org
[28] naturemapr.org
[23] europa.eu
[19] nasa.gov
[14] wordpress.com
[13] citimeasure.eu

Top Domains in Tweet in G1:
[54] twitter.com
[31] frontiersin.org
[20] europa.eu
[18] youtube.com
[12] citimeasure.eu
[9] cstrack.eu
[7] newsera2020.eu
[6] nodexlgraphgallery.org
[6] citizen-science.at
[4] tinyurl.com

Top Domains in Tweet in G2:
[11] twitter.com
[4] flow-projekt.de
[4] flow-project.de
[2] bioone.org
[2] plos.org
[2] bund.net
[2] europa.eu
[1] greatsouthernbioblitz.org
[1] inaturalist.org
[1] theconversation.com

Top Domains in Tweet in G3:
[229] raspberryshake.org
[2] youtube.com

Top Domains in Tweet in G4:
[97] scistarter.org
[8] twitter.com
[4] ceosse-project.eu
[2] viglink.com
[2] ac.rs
[1] arcpls.org
[1] miamifoundation.org
[1] appliedecologistsblog.com
[1] stallcatchers.com
[1] terrifica.eu

Top Domains in Tweet in G5:
[5] twitter.com
[3] buergerschaffenwissen.de
[2] innohub13.de
[1] wissenschaft-im-dialog.de
[1] deutschlandfunk.de
[1] europa.eu
[1] eu-citizen.science
[1] ids-mannheim.de

Top Domains in Tweet in G6:
[12] wordpress.com
[3] scistarter.org
[3] citsci-india.org
[2] appliedecologistsblog.com
[1] wiley.com
[1] inverse.com
[1] spillwords.com
[1] nishandphotoark.com
[1] youtube.com
[1] govt.nz

Top Domains in Tweet in G7:
[16] twitter.com
[9] nasa.gov
[2] wiley.com
[2] auburn.edu
[2] ecospark.ca
[2] leibniz-irs.de
[1] mdpi.com
[1] bto.org
[1] citizenscience.org
[1] discovermagazine.com

Top Domains in Tweet in G8:
[28] naturemapr.org
[2] eventbrite.com

Top Domains in Tweet in G9:
[12] datasciencecentral.com
[3] twitter.com
[2] zooniverse.org
[1] oup.com
[1] medium.com
[1] penguinwatch.org
[1] inaf.it
[1] wiley.com
[1] aanda.org

Top Domains in Tweet in G10:
[3] twitter.com
[1] pensoft.net
[1] cost.eu
[1] org.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1990] citizenscience
[520] earthquake
[114] seismograph
[107] citsci
[103] biodiversity
[95] data4citscinews
[78] shakenet
[73] research
[72] python
[70] raspberryshake



Top Hashtags in Tweet in G1:
[471] citizenscience
[95] data4citscinews
[55] newsera
[54] citsci
[40] scicomm
[35] h2020
[31] research
[26] ethics
[21] nederland
[20] europeanyearofyouth

Top Hashtags in Tweet in G2:
[60] citizenscience
[17] frogidweek
[13] gsb2022
[10] gewässerschutz
[8] esascbo2022
[7] biodiversity
[5] monitoring
[5] newscitizenscience
[4] entsocvic
[4] freshwater

Top Hashtags in Tweet in G3:
[518] earthquake
[246] citizenscience
[114] seismograph
[78] shakenet
[69] raspberryshake
[68] python
[57] solomonislands
[52] honiara
[40] obspy
[40] cartopy

Top Hashtags in Tweet in G4:
[159] citizenscience
[15] citsci
[14] openscicomm2022
[11] mentalhealth
[9] aurora
[8] aurorasaurus
[7] northernlights
[7] canada
[7] alberta
[5] communityscience

Top Hashtags in Tweet in G5:
[45] citizenscience
[6] cs
[4] openbikesensor
[3] wisskomm
[2] schulen
[2] sprachchecker
[2] jobs
[2] radfahrende
[2] brandenburg
[2] berlin

Top Hashtags in Tweet in G6:
[63] citizenscience
[41] birdnov
[40] indiaves
[38] birdnov22
[34] bird
[34] birds
[32] birding
[29] birdwatching
[26] poem
[23] citsciindia2022

Top Hashtags in Tweet in G7:
[81] citizenscience
[5] givingtuesday
[4] milano
[4] biodiversity
[3] science
[3] awwatwork
[2] retweeetplease
[2] fungi
[2] maps
[2] conservation

Top Hashtags in Tweet in G8:
[88] citizenscience
[50] biodiversity
[28] naturemapr
[21] canberra
[10] ccfw22
[5] reptile
[4] birdwatching
[3] butterfly
[3] orchid
[2] lovensw

Top Hashtags in Tweet in G9:
[49] citizenscience
[31] crowdsourcing
[12] datalabeling
[12] abdsc
[10] machinelearning
[8] annotation
[8] bigdata
[7] ai
[6] galassie
[5] sciencescribbler

Top Hashtags in Tweet in G10:
[26] natureofscotland
[13] citizenscience
[6] alienspecies
[2] walrusfromspace
[2] mitzvahday
[1] scicomm
[1] costactions
[1] invasivespecies
[1] ecology
[1] sciencewithoutborders

Top Words
Top Words in Tweet in Entire Graph:
[1990] #citizenscience
[520] #earthquake
[483] 2022
[429] 11
[377] preliminary
[371] id
[358] m5
[332] utc
[315] science
[305] project

Top Words in Tweet in G1:
[471] #citizenscience
[113] event
[113] science
[95] #data4citscinews
[95] erc_research
[84] data
[83] citizen
[82] citscicomm
[76] more
[71] project

Top Words in Tweet in G2:
[60] #citizenscience
[33] biodiversity
[30] gsbioblitz
[28] people
[27] celebrate
[26] global
[26] during
[26] over
[25] inaturalist
[25] happens

Top Words in Tweet in G3:
[518] #earthquake
[400] 11
[384] 2022
[369] id
[369] preliminary
[358] m5
[331] utc
[297] raspishake
[255] raspishakeq
[246] #citizenscience

Top Words in Tweet in G4:
[159] #citizenscience
[85] scistarter
[67] science
[43] project
[36] citizen
[31] projects
[25] snow
[25] citscimonth
[21] time
[16] family

Top Words in Tweet in G5:
[57] ids_mannheim
[55] momentan
[55] jahre
[55] perspektive
[55] postdoc
[55] ausgeschrieben
[55] befristet
[55] stelle
[54] entfris
[54] sascha_wolfer

Top Words in Tweet in G6:
[63] #citizenscience
[43] day
[41] #birdnov
[40] #indiaves
[38] #birdnov22
[34] #bird
[34] #birds
[32] #birding
[29] #birdwatching
[29] nvgpal79

Top Words in Tweet in G7:
[81] #citizenscience
[14] science
[10] more
[9] citizen
[7] projects
[7] help
[6] today
[6] very
[6] conservation
[5] project

Top Words in Tweet in G8:
[88] #citizenscience
[78] naturemapr
[75] sighting
[75] nature
[70] map
[64] canberra
[58] citscioz
[50] #biodiversity
[39] national
[35] featured

Top Words in Tweet in G9:
[49] #citizenscience
[39] project
[32] asteroid
[32] scientists
[32] team
[31] hubble_space
[31] identify
[31] hunter
[31] strong
[31] #crowdsourcing

Top Words in Tweet in G10:
[30] uk_ceh
[26] brilliant
[26] #natureofscotland
[25] monitoring
[25] butterfly
[25] butterflies
[25] awards
[25] uk
[25] evening
[25] scheme

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[385] 2022,11
[370] #earthquake,id
[351] m5,#earthquake
[325] preliminary,m5
[256] raspishakeq,preliminary
[199] citizen,science
[181] utc,raspishake
[115] largest,#citizenscience
[114] network,join
[114] #citizenscience,#seismograph

Top Word Pairs in Tweet in G1:
[67] citizen,science
[57] data,journalism
[31] citscicomm,enjoiproject
[24] #citizenscience,event
[23] learn,more
[22] fight,misinformation
[21] nature,map
[21] naturemapr,canberra
[21] canberra,nature
[19] #newsera,event

Top Word Pairs in Tweet in G2:
[25] together,celebrate
[25] biodiversity,during
[25] people,together
[25] over,200k
[25] during,spring
[25] global,happens
[25] 6k,people
[25] celebrate,biodiversity
[25] spring,over
[25] local,global

Top Word Pairs in Tweet in G3:
[384] 2022,11
[369] #earthquake,id
[351] m5,#earthquake
[325] preliminary,m5
[255] raspishakeq,preliminary
[181] utc,raspishake
[115] largest,#citizenscience
[114] network,join
[114] join,largest
[114] #seismograph,community

Top Word Pairs in Tweet in G4:
[33] citizen,science
[24] science,#citizenscience
[17] #citizenscience,projects
[12] play,snow
[12] snow,depth
[12] snow,report
[12] depth,science
[12] report,snow
[11] featured,scistarter
[10] friends,thanksgiving

Top Word Pairs in Tweet in G5:
[55] postdoc,stelle
[55] ausgeschrieben,jahre
[55] jahre,befristet
[55] ids_mannheim,momentan
[55] momentan,postdoc
[55] stelle,ausgeschrieben
[55] befristet,perspektive
[54] perspektive,entfris
[54] sascha_wolfer,ids_mannheim
[12] #citizenscience,schulen

Top Word Pairs in Tweet in G6:
[38] #birdnov,#birdnov22
[37] #birdnov22,#indiaves
[27] nvgpal79,day
[21] #bird,#birds
[17] more,details
[17] #orchids,help
[17] mystery,more
[17] solve,taxonomic
[17] salembirds,indiaves
[17] myself,solve

Top Word Pairs in Tweet in G7:
[8] citizen,science
[4] lt,gt
[3] focus,groups
[3] read,more
[3] #milano,#citizenscience
[2] conservation,management
[2] support,alabama
[2] help,make
[2] commercial,fishers
[2] cloud,gazing

Top Word Pairs in Tweet in G8:
[70] nature,map
[64] canberra,nature
[42] #citizenscience,#biodiversity
[40] naturemapr,canberra
[35] significant,sighting
[35] map,significant
[35] featured,sighting
[35] map,featured
[29] national,park
[29] #biodiversity,naturemapr

Top Word Pairs in Tweet in G9:
[31] team,scientists
[31] used,#crowdsourcing
[31] hunter,#citizenscience
[31] #crowdsourcing,hubble
[31] asteroid,hunter
[31] hubble,asteroid
[31] scientists,used
[31] project,identify
[31] identify,strong
[31] #citizenscience,project

Top Word Pairs in Tweet in G10:
[25] brilliant,evening
[25] monitoring,scheme
[25] butterflies,#natureofscotland
[25] awards,uk
[25] scheme,uk_ceh
[25] uk,butterfly
[25] butterfly,monitoring
[25] evening,butterflies
[25] #natureofscotland,awards
[24] uk_ceh,savebu

Top Replied-To
Top Replied-To in Entire Graph:
@asteroidday
@growbeyondearth
@digfieldschool
@reinforceeu
@gittekragh
@hcomp_conf
@wdbclimactcntr
@imecvlaanderen
@desc0n
@aesisnet

Top Replied-To in G1:
@reinforceeu
@gittekragh
@dejongeakademie
@aesisnet
@eucitsci
@frogshills
@marckuchner
@cosmos4u

Top Replied-To in G2:
@gsbioblitz

Top Replied-To in G3:
@raspishake

Top Replied-To in G4:
@cciutadana

Top Replied-To in G5:
@pwa_zurich

Top Replied-To in G6:
@yuvan_aves

Top Mentioned
Top Mentioned in Entire Graph:
@raspishake
@raspishakeq
@naturemapr
@erc_research
@citscicomm
@citscioz
@scistarter
@ids_mannheim
@sascha_wolfer
@ace_frawley

Top Mentioned in G1:
@erc_research
@citscicomm
@enjoiproject
@sciencefchange
@eucitsci
@naturemapr
@cstrackproject
@citieshealtheu
@citscinl
@horizoneu

Top Mentioned in G2:
@gsbioblitz
@inaturalist
@bund_net
@robinssci
@atlaslivingaust
@idiv
@alettabonn
@mozziebites
@ufz_de
@goennerjulia

Top Mentioned in G3:
@raspishake
@raspishakeq
@raspis
@alansheehan18
@raspi
@ras
@r
@gmrpetricca

Top Mentioned in G4:
@scistarter
@citscimonth
@cpnsrbija
@terrifica_
@tweetaurora
@impetus4cs
@josperello
@opensystemsub
@ceos_se
@coacteu

Top Mentioned in G5:
@ids_mannheim
@sascha_wolfer
@mitforschen
@innohub13
@scienceetcite
@th_wildau
@martin_scheuch
@kleines283
@wissimdialog
@_citizenscience

Top Mentioned in G6:
@nvgpal79
@indiaves
@salembirds
@carloslehnebach
@_hayden_jones
@outakilta
@ottercivet
@batsinchurches
@theechonetwork
@verihumanity

Top Mentioned in G7:
@lbdscience
@evacranetrust

Top Mentioned in G8:
@naturemapr
@citscioz
@ace_frawley
@lovenature321
@liamly
@bomaoileoin
@watersprogramme
@seal_rescue
@act_parks
@birdlifeoz

Top Mentioned in G9:
@hubble_space
@the_zooniverse
@kirkdborne
@datasciencectrl
@techtarget
@mediainaf
@sciencescribbl1
@penguin_watch
@wileyplantsci

Top Mentioned in G10:
@uk_ceh
@scottshanks01
@savebu
@aliencsi1
@costprogramme
@ceh_honey
@rspbscience
@neobiotajournal
@bas_news
@savebutterflies

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jurylady5
@cybersecurityn8
@kat4obama
@o_fabriciosouza
@drseid
@haltaq
@godfrey_g_
@corruptnsw
@broomstick33

Top Tweeters in G1:
@sectest9
@cybersecurityn8
@b0tsci
@scieducation1
@steltenpower
@penguingalaxy
@editaola
@physorg_com
@_open_science_
@openscitalk

Top Tweeters in G2:
@jurylady5
@margarethollin1
@aitch_el
@dubeateo
@platypusadmirer
@joaniegentian
@mmmukalla
@krissie_lee
@haferlasche
@majingojira1

Top Tweeters in G3:
@xhertx
@reddeemergencia
@mahanthanut
@oma_oma_1
@pythonbot_by_pm
@justafandavid
@volcanowatching
@bethemckenzie
@hppn0818
@carlos_tmk

Top Tweeters in G4:
@tbdnonymous
@thartman2u
@bcn_santandreu
@yegtweetup
@cmlelibs
@mrchristian99
@lynnlovegreen
@scistarter
@rrm0x
@agostinoleonori

Top Tweeters in G5:
@chabis_ch
@fuzzyleapfrog
@dioneira
@tuessl
@franzi_chuleck
@pilotpirx6
@uwlipow
@chbergma
@tt_blog
@carmenable

Top Tweeters in G6:
@klia00
@jane__eden
@deborahskyrim
@alicelovelyland
@petrovichbilly
@siobhanleachman
@tangibullah
@vickydmeindian
@naushika_1996
@garym

Top Tweeters in G7:
@aimee_arti
@jtdh
@researchbuzz
@heatonmoorpark
@ruth_mottram
@erinlalbert
@ucsctweetbot
@jameskerwin9
@drgetafix
@rdrimmel

Top Tweeters in G8:
@broomstick33
@mariecolemanao
@lizdolphinfluff
@puddinskippyy
@lpllucio
@ecology_tweets
@vanjarodparis
@elias_hallaj
@outbackeco
@_moky__

Top Tweeters in G9:
@drseid
@godfrey_g_
@nick_barnes
@andrefarfan10
@todd_scheve
@massimochiaram7
@kirkdborne
@angelseti
@patrick_bertaux
@pbucquet

Top Tweeters in G10:
@haltaq
@johnhar45782426
@hartshill18hay1
@ibis_journal
@lesleytotten
@savebutterflies
@wwf_uk
@mollys1daddy
@mikeslater5
@britishbee