citizenscience, Twitter, 8/18/2022 2:47:12 AM, 280252


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citizenscience_2022-08-17_19-33-52.xlsx
citizenscience_2022-08-17_19-33-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 18, 2022
Short Description:
citizenscience via NodeXL https://bit.ly/3SW63Fr
@citscioz
@eucitsci
@citieshealtheu
@naturemapr
@savebutterflies
@scistarter
@inaturalist
@donasascience
@alovinguniverse
@ukladybirds

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

Description:
Description
The graph represents a network of 2,782 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, 18 August 2022 at 02:38 UTC.

The requested start date was Thursday, 18 August 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, 22-hour, 2-minute period from Thursday, 04 August 2022 at 00:07 UTC to Wednesday, 17 August 2022 at 22:09 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 : 2782
Unique Edges : 2167
Edges With Duplicates : 8038
Total Edges : 10205
Number of Edge Types : 5
Mentions : 1498
MentionsInRetweet : 4494
Retweet : 3067
Replies to : 57
Tweet : 1089
Self-Loops : 1104
Reciprocated Vertex Pair Ratio : 0.0575614861329147
Reciprocated Edge Ratio : 0.108857001484414
Connected Components : 289
Single-Vertex Connected Components : 86
Maximum Vertices in a Connected Component : 1614
Maximum Edges in a Connected Component : 6897
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.253361
Graph Density : 0.000522442133911148
Modularity : 0.369227
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,782 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, 18 August 2022 at 02:38 UTC.

The requested start date was Thursday, 18 August 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, 22-hour, 2-minute period from Thursday, 04 August 2022 at 00:07 UTC to Wednesday, 17 August 2022 at 22:09 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:
[79] https://raspberryshake.org
[15] https://ecsa.citizen-science.net/wp-content/uploads/2022/08/ECSA2022_Preliminary_Conference_Programme_20220812.pdf
[15] https://2022.ecsa-conference.eu/Registration.html
[14] https://www.popsci.com/environment/community-science-involvement/
[11] https://science.nasa.gov/science-news/citizenscience/nasa-citizen-science-program-continues-to-grow-19-new-grants-awarded
[9] https://ecsa.citizen-science.net/documents/
[7] https://citimeasure.eu/testing-new-guidelines-and-tools-for-citizen-science/
[7] https://royalsocietypublishing.org/doi/10.1098/rspb.2022.1077?cookieSet=1
[6] https://www.citizenscience-wettbewerb.de/
[6] https://www.staff.ncl.ac.uk/tom.smulders/research/the-evolution-of-hoarding-behaviour/volunteer-information/

Top URLs in Tweet in G1:
[13] https://ecsa.citizen-science.net/wp-content/uploads/2022/08/ECSA2022_Preliminary_Conference_Programme_20220812.pdf
[13] https://2022.ecsa-conference.eu/Registration.html
[9] https://ecsa.citizen-science.net/documents/
[7] https://science.nasa.gov/science-news/citizenscience/nasa-citizen-science-program-continues-to-grow-19-new-grants-awarded
[7] https://citimeasure.eu/testing-new-guidelines-and-tools-for-citizen-science/
[6] https://inos-project.eu/2022/07/19/fostering-change-event/
[5] https://scistarter.org/nest-check-with-penguin-science
[5] https://theanalysis.news/
[5] https://theanalysis.news/carl-sagan-testifying-before-congress-in-1985-on-climate-change/
[4] https://news.mongabay.com/2017/09/spot-the-pattern-whisker-prints-citizen-science/

Top URLs in Tweet in G2:
[4] https://canberra.naturemapr.org/sightings/4384170
[2] https://www.theguardian.com/us-news/2022/aug/10/red-tide-citizen-scientists-toxic-algal-blooms
[2] https://usyd.wd3.myworkdayjobs.com/en-US/USYD_EXTERNAL_CAREER_SITE/job/Postdoctoral-Research-Associate-in-School-Science-Education-using-Citizen-Science_0094961
[1] https://twitter.com/mareetimms/status/1555137415148609537
[1] https://citizenscience.org.au/2022/06/06/seed-grants-2022-open-call-for-applications/
[1] https://twitter.com/Earthwatch_Aus/status/1556777323193671682
[1] https://twitter.com/LBDScience/status/1559660635029262336
[1] https://www.abc.net.au/news/2022-08-12/tourists-turn-citizen-scientists-kangaroo-island-wildlife/101274014
[1] https://www.scienceweek.net.au/event/p-12-schools-bioquest/
[1] https://dumpgoose.com/usf-researchers-launch-a-mosquito-tracking-dashboard-driven-by-citizen-science/

Top URLs in Tweet in G3:
[2] https://citsci.org/projects/ecosystem-explorers
[2] https://inaturalist.ca/projects/project-dragonfly-projet-libellule/
[2] https://dx.plos.org:443/10.1371/journal.pone.0211960
[1] https://www.inaturalist.org/projects/pollinators-of-dupage-county
[1] https://butrfli.es/3QBY4vxc
[1] https://www.thedeep.co.uk/conservation/conservation-projects/united-kingdom/biaza-spotted-on-site
[1] https://twitter.com/SOases_Database/status/1556597996002938881
[1] https://www.ducks.ca/stories/wetlands/rare-dragonflies/
[1] https://www.ramblers.org.uk/pathstowellbeing
[1] https://amistosabiodiversitysurvey.org/

Top URLs in Tweet in G4:
[79] https://raspberryshake.org
[1] https://twitter.com/SteveBCaron/status/1556504878670745600
[1] https://twitter.com/DocTerremoto/status/1557033646321704960
[1] https://twitter.com/AlanSheehan18/status/1556853385969958913
[1] https://twitter.com/AsteroidDave/status/1555096068450185216
[1] https://twitter.com/gmrpetricca/status/1558788794928840704
[1] https://stationview.raspberryshake.org/#?event=rs2022qdnhvs
[1] https://stationview.raspberryshake.org/#?event=rs2022pessub
[1] https://stationview.raspberryshake.org/#?event=rs2022peycdr
[1] https://stationview.raspberryshake.org/#?event=rs2022peyhrl

Top URLs in Tweet in G5:
[3] https://science.nasa.gov/science-news/citizenscience/nasa-citizen-science-program-continues-to-grow-19-new-grants-awarded
[2] https://www.birdsanddebris.com/
[2] https://www.amsmeteors.org/2022/08/viewing-the-perseid-meteor-shower-in-2022/
[2] https://twinybots.ch/
[1] https://science.nasa.gov/citizenscience
[1] https://www.sciencedirect.com/science/article/pii/S004896972204712X
[1] https://www.smartcitiesworld.net/news/news/citizen-science-guidelines-tested-by-european-cities-7966
[1] http://naturemanitoba.ca/snapshot-butterflies-southeast-manitoba
[1] https://citizenscience.org/2020/06/23/incorporate-citizen-science-in-your-higher-ed-course/
[1] https://tweetedtimes.com/v/2077

Top URLs in Tweet in G6:
[1] https://survey123.arcgis.com/share/82d196dd9b0f474fbaa547d0f109fbd0
[1] https://www.varesenews.it/2022/08/fotografato-un-alieno-vicino-vergiate-cose-la-strana-bestia/1489651/

Top URLs in Tweet in G7:
[6] https://www.citizenscience-wettbewerb.de/
[2] https://www.nabu.de/tiere-und-pflanzen/aktionen-und-projekte/insektensommer/index.html
[2] https://www.citizenscience-wettbewerb.de/blog/unsere-5-finalistinnen
[2] https://www.citscihelvetia.ch/call-for-participation
[2] https://www.ids-mannheim.de/org/karriere/stellen/stelle8/
[2] https://citizenscience-wettbewerb.de/
[1] https://citizenscience.ch/en/contribute/partner_project/knowtheairyoubreathe
[1] https://twitter.com/NABU_de/status/1553047700001603584
[1] https://twitter.com/colouringdd/status/1556905685811691520
[1] https://www.ziviz.de/zukunft-der-zivilgesellschaft/foresight-summit

Top URLs in Tweet in G8:
[1] https://sites.google.com/vols.utk.edu/k-tesst/home
[1] https://earthwatch.org.uk/get-involved/events
[1] https://royalsocietypublishing.org/doi/full/10.1098/rspb.2022.1077?cookieSet=1
[1] https://www.eventbrite.co.uk/e/freshwater-watch-at-10-a-decade-of-people-powered-freshwater-science-tickets-397002464057
[1] https://twitter.com/h_notts/status/1559500598260686852
[1] https://dcuwater.ie/2022/08/08/update-on-citizen-science-project-centennial-august-2022/?doing_wp_cron=1659948112.9012858867645263671875
[1] https://twitter.com/DCUWater/status/1556566270190952450

Top URLs in Tweet in G9:
[5] https://www.staff.ncl.ac.uk/tom.smulders/research/the-evolution-of-hoarding-behaviour/volunteer-information/
[2] https://www.bto.org/community/blog/how-and-why-record-dragonflies-august
[1] https://twitter.com/BTO_Cornwall/status/1554874967568818181
[1] https://www.theguardian.com/environment/2022/aug/04/generally-ignored-species-face-twice-the-extinction-threat-warns-study-aoe?CMP=Share_iOSApp_Other#CitizenScience
[1] https://ukpoms.org.uk/fit-counts
[1] https://ukpoms.org.uk/thistles-support-wildlife
[1] https://www.bto.org/our-science/publications/peer-reviewed-papers/effects-decade-agri-environment-intervention-lowland
[1] https://twitter.com/richdgregory3/status/1557030389201379329
[1] https://twitter.com/waters_ruth/status/1555235687435309056
[1] https://forms.office.com/pages/responsepage.aspx?id=6ORORP2yHUmMMYsFCDcKayYB1824cHJFuBharqzgTdxUN1NGUE42RVNEOFdFUTNYVEkzU1pCNEkwQy4u

Top URLs in Tweet in G10:
[10] https://www.popsci.com/environment/community-science-involvement/
[3] https://caterpillarscount.unc.edu/mapsAndGraphs/
[1] https://www.discovermagazine.com/environment/19th-century-citizen-science-shows-how-the-climate-has-already-changed
[1] https://twitter.com/governancenow/status/1559780976141537280
[1] https://www.seasonwatch.in/event/august-tree-festival-2022/
[1] https://forms.gle/fGVxKH7vKWYhdmu56
[1] https://twitter.com/seasonwatch_in/status/1554454766771912710
[1] https://www.canadahelps.org/en/charities/ecospark-formerly-citizens-environment-watch/events/pollinator-surveys-and-caterpillars-count-at-brookbanks-park/
[1] https://caterpillarscount.unc.edu/mapsAndGraphs/#selectedPhenology225
[1] https://besjournals.onlinelibrary.wiley.com/doi/full/10.1002/pan3.10332

Top Domains
Top Domains in Tweet in Entire Graph:
[201] twitter.com
[158] raspberryshake.org
[39] scistarter.org
[29] youtube.com
[29] naturemapr.org
[24] citizen-science.net
[22] nasa.gov
[17] ecsa-conference.eu
[15] popsci.com
[15] ac.uk

Top Domains in Tweet in G1:
[68] twitter.com
[39] scistarter.org
[22] citizen-science.net
[15] ecsa-conference.eu
[14] youtube.com
[10] theanalysis.news
[9] nasa.gov
[9] theguardian.com
[9] cstrack.eu
[8] citimeasure.eu

Top Domains in Tweet in G2:
[29] naturemapr.org
[11] twitter.com
[5] net.au
[4] org.au
[4] youtube.com
[2] theguardian.com
[2] com.au
[2] myworkdayjobs.com
[2] inaturalist.org
[1] dumpgoose.com

Top Domains in Tweet in G3:
[2] citsci.org
[2] inaturalist.ca
[2] plos.org
[1] inaturalist.org
[1] butrfli.es
[1] co.uk
[1] twitter.com
[1] ducks.ca
[1] org.uk
[1] amistosabiodiversitysurvey.org

Top Domains in Tweet in G4:
[158] raspberryshake.org
[5] twitter.com
[1] chinohillsweather.com

Top Domains in Tweet in G5:
[19] twitter.com
[4] nasa.gov
[3] instagram.com
[2] birdsanddebris.com
[2] zooniverse.org
[2] usf.edu
[2] amsmeteors.org
[2] mdpi.com
[2] twinybots.ch
[1] sciencedirect.com

Top Domains in Tweet in G6:
[1] arcgis.com
[1] varesenews.it

Top Domains in Tweet in G7:
[10] twitter.com
[10] citizenscience-wettbewerb.de
[3] buergerschaffenwissen.de
[2] nabu.de
[2] citscihelvetia.ch
[2] ids-mannheim.de
[1] citizenscience.ch
[1] ziviz.de
[1] gemeinsamesache.berlin
[1] wissenschaftsallianz-mainz.de

Top Domains in Tweet in G8:
[2] twitter.com
[1] google.com
[1] org.uk
[1] royalsocietypublishing.org
[1] co.uk
[1] dcuwater.ie

Top Domains in Tweet in G9:
[7] twitter.com
[5] ac.uk
[3] bto.org
[2] org.uk
[1] theguardian.com
[1] office.com
[1] plos.org
[1] trektellen.org

Top Domains in Tweet in G10:
[10] popsci.com
[4] unc.edu
[3] twitter.com
[1] discovermagazine.com
[1] seasonwatch.in
[1] forms.gle
[1] canadahelps.org
[1] wiley.com
[1] 7imdc.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2706] citizenscience
[985] pm10
[675] airpollution
[671] fijnstof
[669] pm2
[669] waalre
[669] luftdaten
[607] earthquake
[169] raspberryshake
[109] shakenet



Top Hashtags in Tweet in G1:
[494] citizenscience
[101] openscience
[56] citsci
[36] research
[28] planetaryhealth
[27] climate
[19] ecsa2022
[17] science
[14] h2020
[12] dogs

Top Hashtags in Tweet in G2:
[164] citizenscience
[56] biodiversity
[26] naturemapr
[24] eucalypt
[10] scienceweek
[10] nationalscienceweek
[9] innovation
[7] stem
[7] dignityproject
[6] birdwatching

Top Hashtags in Tweet in G3:
[54] citizenscience
[49] butterflycount
[18] nature
[8] inaturalist
[6] butterflies
[6] naturephotography
[6] butterfly
[4] moth
[4] bigbutterflycount
[3] mothsmatter

Top Hashtags in Tweet in G4:
[605] earthquake
[280] citizenscience
[169] raspberryshake
[109] shakenet
[97] python
[79] seismograph
[75] japan
[48] scotland
[46] stornoway
[37] hachijo

Top Hashtags in Tweet in G5:
[87] citizenscience
[3] inaturalist
[3] conservation
[3] environmentaleducation
[3] scientificdiscovery
[3] historyinthemaking
[3] epigeneticprogramming
[3] stoppingpandemics
[3] communication
[3] communityscience

Top Hashtags in Tweet in G6:
[37] citizenscience
[24] invasivealienspecies
[8] alienspecies
[1] airquality

Top Hashtags in Tweet in G7:
[57] citizenscience
[6] meenzerscienceschoppe
[6] archiv
[6] bodenbakterien
[5] aufdieplätzemitforschen
[4] insektensommer
[4] bodenproben
[3] liebesbriefstammtisch
[3] archäologie
[2] airquality

Top Hashtags in Tweet in G8:
[81] 100plantquestions
[66] citizenscience
[20] plantscience
[8] freshwaterwatch
[7] waterquality
[4] knoxville
[4] eutrophication
[3] bedford
[2] utk
[2] evolution

Top Hashtags in Tweet in G9:
[20] citizenscience
[19] btoscience
[14] nestingneighbours
[9] ornithology
[8] nestrecordscheme
[8] vsas
[7] volunteers
[5] butterflycount
[4] birding
[3] webs

Top Hashtags in Tweet in G10:
[27] citizenscience
[22] festival
[15] indian
[12] communityscience
[8] monsoon
[8] esa2022
[8] csee2022
[8] museum
[7] android
[4] phenology

Top Words
Top Words in Tweet in Entire Graph:
[3020] level
[2883] m3
[2705] #citizenscience
[1838] dust
[1261] ugr
[1202] temperature
[1198] direction
[1197] wind
[1191] great
[1146] below

Top Words in Tweet in G1:
[494] #citizenscience
[101] #openscience
[87] scistarter
[87] eucitsci
[78] science
[71] project
[65] citizen
[56] #citsci
[52] guidelines
[51] 10

Top Words in Tweet in G2:
[239] gang
[184] naturemapr
[164] #citizenscience
[103] nature
[103] citscioz
[95] sighting
[94] map
[92] project
[83] canberra
[80] cockatoo

Top Words in Tweet in G3:
[56] savebutterflies
[54] #citizenscience
[49] #butterflycount
[38] big
[22] inaturalist
[21] become
[21] survey
[19] #nature
[19] launched
[19] 2010

Top Words in Tweet in G4:
[605] #earthquake
[477] raspishake
[444] m5
[418] 08
[376] 2022
[369] network
[307] preliminary
[307] utc
[280] #citizenscience
[228] raspishakeq

Top Words in Tweet in G5:
[87] #citizenscience
[19] citizen
[19] science
[12] data
[10] help
[9] research
[8] work
[8] great
[7] project
[6] group

Top Words in Tweet in G6:
[49] teachers
[49] register
[49] receive
[49] free
[49] globe
[49] air
[49] quality
[49] monitoring
[49] tubes
[49] school

Top Words in Tweet in G7:
[57] #citizenscience
[48] die
[19] mitforschen
[19] plätze
[17] stadt
[13] ideensprint
[13] wettbewerbs
[13] rappandrea
[13] lbriefarchiv
[11] projekt

Top Words in Tweet in G8:
[81] #100plantquestions
[81] number
[66] #citizenscience
[63] plantquestions
[32] plant
[20] #plantscience
[20] newphyt
[17] crops
[17] improve
[16] crop

Top Words in Tweet in G9:
[59] _bto
[30] bird
[29] garden
[25] august
[23] bto_gbw
[22] explains
[20] populations
[20] #citizenscience
[19] #btoscience
[19] agri

Top Words in Tweet in G10:
[27] #citizenscience
[23] seasonwatch
[22] #festival
[21] seasonwatch_in
[16] invite
[16] tree
[16] august
[16] 2022
[15] citizen
[15] participate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1819] dust,level
[1261] ugr,m3
[1196] m3,temperature
[1196] wind,direction
[1136] level,below
[1071] great,level
[985] level,#pm10
[693] below,ugr
[669] m3,dust
[669] level,#pm2

Top Word Pairs in Tweet in G1:
[78] #openscience,#citizenscience
[45] 10,principles
[44] principles,#citizenscience
[44] available,32
[44] 32,languages
[43] #citizenscience,guidelines
[43] guidelines,inspiration
[40] inspiration,available
[37] citizen,science
[30] #citizenscience,project

Top Word Pairs in Tweet in G2:
[94] nature,map
[83] canberra,nature
[81] gang,gang
[78] feather,collection
[78] collection,project
[77] gang,cockatoo
[77] cockatoo,feather
[77] project,aims
[77] aims,better
[77] better,understand

Top Word Pairs in Tweet in G3:
[37] savebutterflies,big
[33] big,#butterflycount
[21] #citizenscience,survey
[19] #butterflycount,launched
[19] launched,2010
[19] 2010,rapidly
[19] rapidly,become
[19] become,world's
[19] world's,biggest
[19] biggest,#citizenscience

Top Word Pairs in Tweet in G4:
[391] m5,#earthquake
[373] 2022,08
[295] preliminary,m5
[285] utc,raspishake
[228] raspishakeq,preliminary
[228] raspishake,network
[175] #earthquake,recorded
[146] network,join
[138] #raspberryshake,#citizenscience
[135] recorded,#raspberryshake

Top Word Pairs in Tweet in G5:
[16] citizen,science
[4] #citizenscience,project
[3] #citizenscience,#epigeneticprogramming
[3] #epigeneticprogramming,#stoppingpandemics
[3] citizen,scientists
[3] science,program
[3] program,continues
[3] continues,grow
[3] grow,19
[3] 19,grants

Top Word Pairs in Tweet in G6:
[49] teachers,register
[49] register,receive
[49] receive,free
[49] free,globe
[49] globe,air
[49] air,quality
[49] quality,monitoring
[49] monitoring,tubes
[49] tubes,school
[49] school,september

Top Word Pairs in Tweet in G7:
[19] die,plätze
[10] plätze,#citizenscience
[10] #citizenscience,stadt
[9] ideensprint,wettbewerbs
[9] wettbewerbs,die
[8] #citizenscience,projekt
[8] herzlichen,glückwunsch
[8] finalist,innen
[8] studentische,hilfskraft
[7] glückwunsch,fünf

Top Word Pairs in Tweet in G8:
[81] #100plantquestions,number
[62] plantquestions,#100plantquestions
[20] #citizenscience,#plantscience
[20] #plantscience,newphyt
[11] long,term
[9] crops,#citizenscience
[9] plant,communities
[9] always,great
[9] great,see
[9] see,images

Top Word Pairs in Tweet in G9:
[19] #btoscience,agri
[19] agri,environment
[19] environment,schemes
[19] schemes,increased
[19] increased,bird
[19] bird,butterfly
[19] butterfly,populations
[19] populations,without
[19] without,damaging
[19] damaging,food

Top Word Pairs in Tweet in G10:
[15] invite,participate
[15] participate,seasonwatch
[15] seasonwatch,august
[15] august,tree
[15] tree,#festival
[15] #festival,2022
[15] 2022,begins
[15] begins,tomorrow
[15] tomorrow,#indian
[14] seasonwatch_in,invite

Top Replied-To
Top Replied-To in Entire Graph:
@numenini
@raspishake
@cottonhubune
@heidiproject
@_bto
@reefecologic
@citsci_geek
@backstromlouis
@openaccess
@scienceirel

Top Replied-To in G1:
@numenini
@heidiproject
@openaccess
@spacepasty
@barcelona_cat
@citscimonth
@donasascience

Top Replied-To in G2:
@cottonhubune
@citsci_geek
@backstromlouis
@npansw
@edutech_au
@naturecomms
@aus_scienceweek

Top Replied-To in G3:
@reefecologic
@jilljensenideas
@perezudell
@biaza

Top Replied-To in G4:
@raspishake

Top Replied-To in G7:
@_mswiss

Top Replied-To in G9:
@_bto

Top Mentioned
Top Mentioned in Entire Graph:
@aalst_waalre
@raspishake
@raspishakeq
@naturemapr
@citscioz
@eucitsci
@scistarter
@alansheehan18
@plantquestions
@savebutterflies

Top Mentioned in G1:
@eucitsci
@scistarter
@gardenfelder
@inosproject
@donasascience
@citsciassoc
@reinforceeu
@citscilab
@ceos_se
@europeanaeu

Top Mentioned in G2:
@naturemapr
@citscioz
@ace_frawley
@all_isee
@eu
@citsci_geek
@lbdscience
@edutech_au
@backstromlouis
@scope_rg

Top Mentioned in G3:
@savebutterflies
@inaturalist
@chrisgpackham
@beccasbutterfli
@nmbiodiversity
@cpvolgroup
@sil_limnology
@biodiversosu
@globalvegproj
@goetheuni

Top Mentioned in G4:
@raspishake
@raspishakeq
@alansheehan18
@gmrpetricca
@kanzakimasami
@matplotlib
@raspi
@asteroiddave
@raspis
@davorinpenava

Top Mentioned in G5:
@conservationai2
@suncemore1
@chibardoul
@taiwanbirding

Top Mentioned in G6:
@globeireland
@eu_aliens
@eucitsci
@epaireland
@ispra_press

Top Mentioned in G7:
@mitforschen
@rappandrea
@lbriefarchiv
@_mswiss
@ids_mannheim
@wissimdialog
@christinemoehrs
@nabu_de
@scienceetcite
@helmholtz_hips

Top Mentioned in G8:
@plantquestions
@newphyt
@freshwaterizzy
@h_notts
@earthwatch_eur
@dcuwater
@ucleastengage
@knoxville_tesst
@taylorbutlereld
@zepernickn

Top Mentioned in G9:
@_bto
@bto_gbw
@pomscheme
@birdtrack
@jncc_ukseabirds
@smulderslab
@phoeb0
@juliet_vickery
@elinamantyla
@veravinken

Top Mentioned in G10:
@seasonwatch_in
@theresacrimmins
@u
@von_ifer
@ecospark_env
@caterpillarsct
@earthwiseaware
@scinearme_us
@usanpn
@citsciassoc

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersecurityn8
@geoffrey_payne
@b1e56df9ce6549f
@wally_wests
@dataaugmented
@guardian
@miss_placed_
@codewithtwitchi
@uchida_kawasaki

Top Tweeters in G1:
@guardian
@jlgoncalez
@michaelcozens
@hephaistos_ai
@mdrechsler
@stem_nastics
@leafwarbler
@goodmenproject
@genejm29
@chabis_ch

Top Tweeters in G2:
@geoffrey_payne
@wally_wests
@broomstick33
@jrehnj
@northway_debbie
@mariecolemanao
@mogosheeks99
@lizdolphinfluff
@margarethollin1
@aitch_el

Top Tweeters in G3:
@researchmrx
@johnhar45782426
@jj_angelus
@eu_remain_2017
@sybalan
@ttm71010
@y_gigfran
@alpha_malegroom
@cat_kapow
@ecorangerfairmo

Top Tweeters in G4:
@b1e56df9ce6549f
@dataaugmented
@codewithtwitchi
@xeronbot
@emet_news_press
@ecuabot
@alertas100
@oma_oma_1
@takaoyoshida6
@justafandavid

Top Tweeters in G5:
@suncemore1
@lucian2drei
@religionprof
@justnowone
@clevelandwest
@rickypo
@trabimechanic
@piscitelli
@heatonmoorpark
@emtumilty

Top Tweeters in G6:
@hartshill18hay1
@shnb_bshnb
@creativedynamix
@briankiely2
@friel
@rivasmj
@robcass78
@angevf
@mikaainasoja
@templebalsall

Top Tweeters in G7:
@tagesspiegel
@annettestr
@firecreek0711
@frau_sturmflut
@dresden_forscht
@wortratgeberin
@epiccodingnet
@msiemund
@bmbf_bund
@nabu_de

Top Tweeters in G8:
@oikos_solutions
@drmgoeswild
@dreyererwin
@bpsnuigalway
@laoistoday
@dcuwater
@newphyt
@thames21
@laoisheritage
@jackjmatthews

Top Tweeters in G9:
@thebonnydoon
@miguelmcminn
@markavery
@snoopysue71
@ibis_journal
@katharinekite
@jannerbirder
@flofflach
@dalbypamela
@clwydforest

Top Tweeters in G10:
@danamlewis
@3d_india
@albertascience
@phenologists
@reallingo1
@andreakgrover
@gitanjali__6
@governancenow
@marishathakur
@benbondlamberty


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