citsci, Twitter, 3/9/2021 11:43:44 AM, 250409


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citsci_2021-03-08_16-49-49.xlsx
citsci_2021-03-08_16-49-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 09, 2021
Short Description:
citsci via NodeXL https://bit.ly/3cdce3q
@citsci_geek
@scistarter
@citieshealtheu
@cstrackproject
@citsci
@jillfnugent
@citscioz
@nhm_citsci
@action4cs
@b0tsci

Top hashtags:
#citizenscience
#citsci
#rri
#openscience
#scicomm
#lgbtq
#openaccess
#throwbackthursday

Description:
Description
The graph represents a network of 1,683 Twitter users whose tweets in the requested range contained "citsci", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 09 March 2021 at 00:56 UTC.

The requested start date was Saturday, 06 March 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 63-day, 22-hour, 17-minute period from Friday, 01 January 2021 at 01:37 UTC to Friday, 05 March 2021 at 23:54 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 : 1683
Unique Edges : 2206
Edges With Duplicates : 4659
Total Edges : 6865
Number of Edge Types : 5
Retweet : 1657
MentionsInRetweet : 2997
Tweet : 449
Mentions : 1627
Replies to : 135
Self-Loops : 462
Reciprocated Vertex Pair Ratio : 0.0612244897959184
Reciprocated Edge Ratio : 0.115384615384615
Connected Components : 65
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 1499
Maximum Edges in a Connected Component : 6577
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.916806
Graph Density : 0.00128585286310683
Modularity : 0.392539
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,683 Twitter users whose tweets in the requested range contained "citsci", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 09 March 2021 at 00:56 UTC.

The requested start date was Saturday, 06 March 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 63-day, 22-hour, 17-minute period from Friday, 01 January 2021 at 01:37 UTC to Friday, 05 March 2021 at 23:54 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 : citsci
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:
[28] https://cstrack.eu/
[19] https://cstrack.eu
[19] https://rri-tools.eu/-/the-science-of-citizen-science
[16] https://scistarter.org/library-kits
[15] https://www.discovermagazine.com/environment/most-people-arent-climate-scientists-we-should-talk-about-climate-change?utm_source=dsctwitter&utm_medium=social&utm_campaign=dsctwitter
[10] https://www.optimistdaily.com/2021/01/the-optimist-view-the-surge-and-success-of-citizen-science/
[9] https://theoryandpractice.citizenscienceassociation.org/articles/10.5334/cstp.96/
[9] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=http%3A%2F%2Flink.springer.com%2Fbook%2F10.1007%2F978-3-030-58278-4
[9] https://citsci-wg.github.io/guide/
[8] https://rockymountainwild.org/eawr

Top URLs in Tweet in G1:
[15] https://scistarter.org/library-kits
[14] https://www.discovermagazine.com/environment/most-people-arent-climate-scientists-we-should-talk-about-climate-change?utm_source=dsctwitter&utm_medium=social&utm_campaign=dsctwitter
[11] https://cstrack.eu/
[10] https://www.optimistdaily.com/2021/01/the-optimist-view-the-surge-and-success-of-citizen-science/
[8] https://blog.scistarter.org/2021/02/national-library-of-medicine-citizen-science-month-mini-grant-application/
[8] https://theoryandpractice.citizenscienceassociation.org/articles/10.5334/cstp.96/
[8] https://cstrack.eu
[7] https://blog.temboo.com/what-is-citizen-science/
[7] https://newsera2020.eu/
[7] https://theprint.in/science/citizen-science-can-help-india-boost-scientific-understanding-curb-whatsapp-pseudo-science/599779/

Top URLs in Tweet in G2:
[18] https://rri-tools.eu/-/the-science-of-citizen-science
[6] https://rri-tools.eu/-/mooc-a-roadmap-to-citizen-science-education
[5] https://eu-citizen.science/
[3] https://colostate.az1.qualtrics.com/jfe/form/SV_6g82cz3wNWMIicS
[3] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=http%3A%2F%2Flink.springer.com%2Fbook%2F10.1007%2F978-3-030-58278-4
[2] https://cstrack.eu
[2] https://www.spotteron.net/blog-and-news/the-science-of-citizen-science-book-has-been-published-free-ebook
[2] http://colostate.az1.qualtrics.com/jfe/form/SV_6g82cz3wNWMIicS
[2] https://twitter.com/CitSci/status/1362406273527009285
[2] https://us02web.zoom.us/meeting/register/tZcqduGvrzguHdQwfZRjpBH_9pR9qGMwKzyc

Top URLs in Tweet in G3:
[4] https://greatsouthernbiobl.wixsite.com/website
[3] https://seabirdwatch.org/
[1] https://youtube.com/c/TheUrbanBirder
[1] https://twitter.com/kirstyyfranklin/status/1362095335447879683
[1] https://twitter.com/kirstyyfranklin/status/1365269353248260097
[1] https://www.facebook.com/watch/?v=885793518631475
[1] https://twitter.com/LizzieDalyWild/status/1345310819182063617
[1] https://blog.csiro.au/hydrogen-powered-cars/
[1] https://blog.csiro.au/citizen-scientists-extreme-event/
[1] https://twitter.com/agvocate_au/status/1367678960285347846

Top URLs in Tweet in G4:
[1] https://www.eventbrite.com.au/e/wild-pollinators-part1-webinar-tickets-133201532369?aff=ebdssbonlinesearch
[1] https://www.inaturalist.org/projects/city-nature-challenge-2021-greater-adelaide/journal/47283-55-days-to-go
[1] https://www.nsta.org/science-scope/science-scope-januaryfebruary-2021/keep-space-scurvy-away-ascorbic-acid-day
[1] https://twitter.com/DrKarenLonsdale/status/1347321391733870592
[1] https://scistarter.org/finder?longitude=135&latitude=-25
[1] https://twitter.com/jackie_randles/status/1359608813100277760
[1] https://twitter.com/JessieLOliver/status/1360051058047741952
[1] https://amp.cnn.com/cnn/2021/02/09/world/cte-brad-norman-whale-sharks-scn-spc-intl-hnk/index.html?__twitter_impression=true
[1] https://scistarter.org/space-scurvy
[1] https://greatsouthernbiobl.wixsite.com/website/post/world-wildlife-day

Top URLs in Tweet in G5:
[15] https://cstrack.eu/
[8] https://cstrack.eu
[7] https://kuleuvencongres.be/espanet2021/call-for-abstracts
[3] https://link.webropolsurveys.com/Participation/Public/9dc6f1d5-b702-4d76-ba25-81b564aed477?displayId=Fin2176007&surveyLocale=en
[2] https://www.inaturalist.org/posts/30294-the-western-monarch-mystery-challenge
[1] https://link.springer.com/chapter/10.1007/978-3-030-58278-4_26
[1] https://twitter.com/i/web/status/1351264110957228032
[1] https://depot.ceon.pl/handle/123456789/18496
[1] https://twitter.com/i/web/status/1358897186940088326
[1] https://twitter.com/i/web/status/1359984341825310720

Top URLs in Tweet in G6:
[4] https://zoom.us/j/92805950496
[2] https://csi-cop.eu/first-newsletter/
[1] https://twitter.com/i/web/status/1348952414951510017
[1] https://twitter.com/i/web/status/1348558225860395009
[1] https://twitter.com/i/web/status/1348560012554227715
[1] https://twitter.com/i/web/status/1348560955169378305
[1] https://twitter.com/i/web/status/1348585642771566593
[1] https://twitter.com/i/web/status/1348585644679958529
[1] https://twitter.com/i/web/status/1348694931389509635
[1] https://twitter.com/i/web/status/1348918466477236229

Top URLs in Tweet in G7:
[1] https://www.nalms.org/job/community-based-lake-science-and-monitoring-intern/
[1] https://twitter.com/i/web/status/1352689610900594689
[1] https://twitter.com/i/web/status/1359935127053336581
[1] https://www.uvmjobs.com/postings/43518

Top URLs in Tweet in G8:
[1] http://ow.ly/KboN50zh6Li?utm_source=hootsuite&utm_medium=twitter&utm_term=f68fc8e7-76a1-4be2-b006-13cc56e281a3&utm_content=usgstnm&utm_campaign=geospatial-data-mapping-fy21
[1] https://twitter.com/i/web/status/1351556321909350401
[1] https://twitter.com/i/web/status/1351568286979395591
[1] https://twitter.com/i/web/status/1358878442457092105
[1] https://twitter.com/i/web/status/1359168524934119431
[1] https://twitter.com/i/web/status/1359169353539854341
[1] https://twitter.com/i/web/status/1359527043638169602
[1] https://twitter.com/i/web/status/1361784413189791746
[1] https://twitter.com/i/web/status/1363880642853928961
[1] https://twitter.com/i/web/status/1364962015895310345

Top URLs in Tweet in G9:
[1] https://observer.globe.gov/news-events-and-people/news/-/obsnewsdetail/19589576/globe-2020-yearbook-a-year-like-no-other
[1] https://twitter.com/i/web/status/1348684095044272131
[1] https://observer.globe.gov/documents/19589576/dcf49e0d-8322-4a08-b530-8a97532ffa70
[1] https://youtu.be/Ky6KhGLw1AU
[1] https://observer.globe.gov/news-events-and-people/news/-/obsnewsdetail/19589576/what-in-the-world-are-moon-trees-
[1] https://www.heartsintheice.com/4-polar-bear-visits-and-a-polar-bear-poop/
[1] https://www.heartsintheice.com/citizen-science/
[1] https://observer.globe.gov/es/toolkit/mosquito-habitat-mapper-toolkit
[1] https://twitter.com/i/web/status/1352144213094199298
[1] https://twitter.com/i/web/status/1352144413103857665

Top URLs in Tweet in G10:
[1] https://www.inaturalist.org/stats/2020/birderkellyk
[1] https://twitter.com/SuperASASSN/status/1349868190952775682
[1] https://twitter.com/i/web/status/1352136181421658112
[1] https://twitter.com/ZSLScience/status/1357742095449128965
[1] https://twitter.com/IAS_UoB/status/1357719559348838401
[1] https://twitter.com/i/web/status/1362052697915064324
[1] https://twitter.com/i/web/status/1362039396032258057
[1] https://twitter.com/i/web/status/1362047359866306567
[1] https://twitter.com/i/web/status/1362049799374180361
[1] https://twitter.com/i/web/status/1362052304254435330

Top Domains
Top Domains in Tweet in Entire Graph:
[336] twitter.com
[112] scistarter.org
[47] cstrack.eu
[28] ow.ly
[28] rri-tools.eu
[27] discovermagazine.com
[22] nodexlgraphgallery.org
[18] ac.uk
[17] mcgill.ca
[14] citizenscienceassociation.org

Top Domains in Tweet in G1:
[106] twitter.com
[104] scistarter.org
[26] discovermagazine.com
[20] nodexlgraphgallery.org
[19] cstrack.eu
[12] citizenscienceassociation.org
[10] optimistdaily.com
[9] osdg.ai
[7] temboo.com
[7] newsera2020.eu

Top Domains in Tweet in G2:
[37] twitter.com
[26] rri-tools.eu
[8] spotteron.net
[7] eu-citizen.science
[5] qualtrics.com
[3] citizen-science.at
[3] cstrack.eu
[3] springer.com
[2] youtube.com
[2] citsci.org

Top Domains in Tweet in G3:
[28] twitter.com
[6] wixsite.com
[3] seabirdwatch.org
[3] csiro.au
[2] facebook.com
[2] scistarter.org
[2] org.au
[2] naturemapr.org
[2] inaturalist.org
[2] net.au

Top Domains in Tweet in G4:
[17] twitter.com
[7] bit.ly
[4] gov.au
[3] com.au
[3] net.au
[3] org.au
[2] scistarter.org
[1] inaturalist.org
[1] nsta.org
[1] cnn.com

Top Domains in Tweet in G5:
[26] twitter.com
[23] cstrack.eu
[7] kuleuvencongres.be
[4] webropolsurveys.com
[2] goo.gl
[2] inaturalist.org
[1] springer.com
[1] ceon.pl
[1] discovermagazine.com
[1] crowdwater.ch

Top Domains in Tweet in G6:
[31] twitter.com
[10] ac.uk
[5] org.uk
[4] zoom.us
[2] csi-cop.eu
[2] co.uk
[1] cstrack.eu
[1] nodexlgraphgallery.org
[1] frontiersin.org
[1] fscbiodiversity.uk

Top Domains in Tweet in G7:
[2] twitter.com
[1] nalms.org
[1] uvmjobs.com

Top Domains in Tweet in G8:
[28] ow.ly
[11] twitter.com
[1] usa.gov
[1] nih.gov
[1] uky.edu

Top Domains in Tweet in G9:
[5] twitter.com
[4] globe.gov
[2] heartsintheice.com
[1] youtu.be
[1] locss.org
[1] scistarter.org
[1] scienceathome.org

Top Domains in Tweet in G10:
[14] twitter.com
[1] inaturalist.org
[1] canadiangeographic.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[848] citizenscience
[814] citsci
[49] rri
[44] openscience
[42] scicomm
[39] lgbtq
[36] openaccess
[32] throwbackthursday
[30] science
[29] mapping



Top Hashtags in Tweet in G1:
[336] citsci
[293] citizenscience
[35] scicomm
[18] openaccess
[18] science
[14] naturesounds
[14] newsera
[13] acoustic
[13] nature
[13] openscience

Top Hashtags in Tweet in G2:
[191] citizenscience
[95] citsci
[41] rri
[13] communityscience
[12] youcount
[12] youth
[11] blackhistorymonth
[10] citscihelvetia2021
[9] sdg
[8] openaccess

Top Hashtags in Tweet in G3:
[112] citizenscience
[82] citsci
[30] lgbtq
[15] robust
[12] emcr
[8] ornithology
[8] seabirds
[6] phd
[6] gsbioblitz
[6] mozziemonth

Top Hashtags in Tweet in G4:
[31] citizenscience
[8] citsci
[6] frog
[5] womeninscience
[5] primarystemchat
[4] stem
[4] ozchem
[4] 2/11/2021 12:00:00 AM
[3] antarctica
[3] frogid

Top Hashtags in Tweet in G5:
[45] citizenscience
[34] citsci
[16] cfp
[16] espanet
[15] sdgs
[12] openscience
[7] socent
[7] socinn
[7] publicpolicy
[7] socialpolicy

Top Hashtags in Tweet in G6:
[74] citizenscience
[62] citsci
[22] data
[15] gdpr
[15] openscience
[14] accelerator
[10] lightpollution
[10] opendata
[9] engagement
[7] light

Top Hashtags in Tweet in G7:
[12] citsci
[11] citizenscience
[3] micorps
[2] openaccess
[1] scicomm

Top Hashtags in Tweet in G8:
[30] citsci
[29] mapping
[29] tnmcorps
[29] citizenscience
[28] gis
[23] usgs
[6] radon
[1] geoweek
[1] volunteers
[1] highschool

Top Hashtags in Tweet in G9:
[18] citsci
[7] treeheight
[7] nasago
[6] birding
[6] nationalbirdday
[5] funfriday
[5] fridayfeature
[5] mosquitoes
[4] nationalpuzzleday
[4] landcover

Top Hashtags in Tweet in G10:
[18] citsci
[3] citizenscience
[2] outdoors
[2] greenisland
[2] earth
[2] sci
[2] ss
[1] inat
[1] birding
[1] mudslide

Top Words
Top Words in Tweet in Entire Graph:
[848] #citizenscience
[814] #citsci
[658] science
[587] citizen
[330] project
[260] scistarter
[237] survey
[231] citsci
[231] cstrackproject
[211] cs

Top Words in Tweet in G1:
[336] #citsci
[293] #citizenscience
[265] science
[255] citizen
[225] scistarter
[93] project
[77] citieshealtheu
[76] projects
[68] citsci
[66] survey

Top Words in Tweet in G2:
[191] #citizenscience
[113] science
[96] #citsci
[80] citizen
[70] citsci
[48] eucitsci
[42] spotteron
[41] #rri
[41] toolkit
[40] project

Top Words in Tweet in G3:
[112] #citizenscience
[82] #citsci
[48] citscioz
[46] volunteers
[45] more
[39] citizen
[36] scientists
[36] toddaharwell
[34] study
[34] experiences

Top Words in Tweet in G4:
[37] science
[31] #citizenscience
[23] great
[21] australia
[21] day
[20] help
[20] frogidaus
[19] frog
[19] 2021
[17] one

Top Words in Tweet in G5:
[140] cs
[123] citizen
[122] cstrackproject
[118] science
[118] survey
[83] project
[77] track
[66] international
[63] eu_h2020
[63] join

Top Words in Tweet in G6:
[80] action4cs
[74] #citizenscience
[62] #citsci
[32] project
[30] data
[24] today
[22] #data
[20] science
[20] kick
[20] gefiont

Top Words in Tweet in G7:
[49] job
[42] went
[42] webinar
[42] conservation
[42] careers
[42] yesterday
[42] need
[42] phd
[42] lemme
[42] broadcast

Top Words in Tweet in G8:
[30] fedcitsci
[30] #citsci
[29] #mapping
[29] #tnmcorps
[29] #citizenscience
[28] #gis
[27] award
[25] more
[23] usgs
[23] #usgs

Top Words in Tweet in G9:
[33] globeprogram
[17] #citsci
[15] clinometer
[9] looking
[9] using
[7] check
[7] habitats
[7] outdoor
[7] hobbies
[7] build

Top Words in Tweet in G10:
[18] #citsci
[18] citsci
[6] science
[4] work
[4] class
[4] student
[3] re
[3] twitter
[3] good
[3] week

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[504] citizen,science
[117] #citsci,#citizenscience
[116] cs,track
[112] #citizenscience,#citsci
[92] track,eu_h2020
[92] eu_h2020,project
[92] project,launched
[92] launched,international
[92] international,citizen
[92] science,cs

Top Word Pairs in Tweet in G1:
[222] citizen,science
[68] #citsci,#citizenscience
[32] #citizenscience,#citsci
[30] science,projects
[27] learn,more
[21] cs,track
[20] science,project
[20] citsci,nodexl
[20] nodexl,citsci_geek
[19] citieshealtheu,citizen

Top Word Pairs in Tweet in G2:
[67] citizen,science
[41] #rri,toolkit
[37] rritools,#rri
[23] #citizenscience,#citsci
[21] science,#citizenscience
[19] science,community
[18] toolkit,science
[18] #citizenscience,eds
[18] eds,vohlandii
[18] vohlandii,annemland

Top Word Pairs in Tweet in G3:
[39] #citizenscience,volunteers
[29] study,still
[29] still,seeking
[29] seeking,few
[29] few,more
[29] volunteers,share
[29] share,experiences
[29] experiences,#citsci
[27] toddaharwell,study
[25] #lgbtq,#citizenscience

Top Word Pairs in Tweet in G4:
[10] citizen,science
[10] women,girls
[9] international,day
[9] day,women
[9] girls,science
[5] great,southern
[5] southern,land
[4] share,stories
[4] electric,vehicles
[4] learn,more

Top Word Pairs in Tweet in G5:
[118] citizen,science
[77] cs,track
[62] track,eu_h2020
[62] eu_h2020,project
[62] project,launched
[62] launched,international
[62] international,citizen
[62] science,cs
[62] cs,survey
[62] survey,join

Top Word Pairs in Tweet in G6:
[29] #citizenscience,#citsci
[15] citizen,science
[14] kick,meeting
[12] #citizenscience,projects
[11] gefiont,kclinformatics
[10] accelerator,kick
[10] #citsci,#accelerator
[9] action4cs,accelerator
[9] spacegeographer,nhm_citsci
[8] #citizenscience,project

Top Word Pairs in Tweet in G7:
[42] went,webinar
[42] webinar,conservation
[42] conservation,careers
[42] careers,yesterday
[42] yesterday,need
[42] need,phd
[42] phd,job
[42] job,lemme
[42] lemme,broadcast
[42] broadcast,twitterverse

Top Word Pairs in Tweet in G8:
[25] #mapping,#gis
[22] #citsci,#citizenscience
[20] #citizenscience,#usgs
[19] city,town
[19] town,halls
[19] #tnmcorps,fedcitsci
[19] #usgs,#mapping
[17] fedcitsci,#citsci
[17] national,map
[17] map,corps

Top Word Pairs in Tweet in G9:
[7] outdoor,hobbies
[7] hobbies,build
[7] build,paper
[7] paper,clinometer
[7] clinometer,calculate
[7] calculate,#treeheight
[7] #treeheight,download
[7] download,clinometer
[6] looking,something
[6] planning,going

Top Word Pairs in Tweet in G10:
[2] learned,lot
[2] lot,community
[2] community,science
[2] science,share
[2] share,key
[2] key,lessons
[2] lessons,drawing
[2] drawing,strengths
[2] strengths,weaknesses
[2] weaknesses,work

Top Replied-To
Top Replied-To in Entire Graph:
@spacegeographer
@citsci_geek
@mfnberlin
@brittney_beck
@citscimonth
@scistarter
@vinithagadiraju
@eucitsci
@lady_beaker
@yaelago1

Top Replied-To in G1:
@citscimonth
@brittney_beck
@vinithagadiraju
@citsci_geek
@walteros_jey
@pazbyc
@foldingathome
@scissorsrunning
@pwc_wildlife
@paleoexplorer

Top Replied-To in G2:
@mfnberlin
@spacegeographer
@anett77richter
@spotteron
@danilinhunter1
@josperello
@karinamay_reyes
@lschibley
@gretchenkroh
@alettabonn

Top Replied-To in G3:
@rebafay
@pamwhetnall
@gsbioblitz
@mozziebites
@yaelago1
@kait_a_gallaghr
@gbif
@agtuk
@wingtags

Top Replied-To in G4:
@citsci_geek
@lady_beaker
@jillfnugent
@britt__mitchell
@michelledennis
@jadebarclay
@ilona_andrews
@stone_written
@brittney_beck
@amydownsamy

Top Replied-To in G5:
@wmonarchmystery
@spacegeographer

Top Replied-To in G6:
@spacegeographer
@eucitsci
@eglezguardia
@toritsui
@simon_robson69
@nhm_ukbiodiv
@gilienv
@nhm_citsci

Top Replied-To in G9:
@nasa_landsat
@scistarter

Top Mentioned
Top Mentioned in Entire Graph:
@cstrackproject
@scistarter
@citsci
@citscioz
@action4cs
@eu_h2020
@citieshealtheu
@jillfnugent
@eucitsci
@citsciassoc

Top Mentioned in G1:
@scistarter
@citieshealtheu
@cstrackproject
@jillfnugent
@coopsciscoop
@citscimonth
@citsciassoc
@citsci
@jessieloliver
@citscioz

Top Mentioned in G2:
@citsci
@eucitsci
@rritools
@csaustria
@spotteron
@_citizenscience
@vohlandii
@danilinhunter1
@cstrackproject
@eucitsciproject

Top Mentioned in G3:
@citscioz
@toddaharwell
@wingtags
@parrotoftheday
@atlaslivingaust
@inaturalist
@aristeidoum
@csiro
@rspbscience
@plosone

Top Mentioned in G4:
@frogidaus
@jodirowley
@citscioz
@gsbioblitz
@scistarter
@jessieloliver
@sciencechiefau
@echidna_csi
@cstrackproject
@deadlyscience

Top Mentioned in G5:
@cstrackproject
@eu_h2020
@ciberimaginario
@andrzejklimczuk
@crowd_water
@csaustria
@citscimonth
@inaturalist
@debristracker
@tide_upf

Top Mentioned in G6:
@action4cs
@gefiont
@nhm_citsci
@kclinformatics
@oeg_upm
@eglezguardia
@apassani
@nhm_london
@t6ecosystems
@katausten

Top Mentioned in G7:
@cwdekeyzer
@jolatimore
@uvermont
@aslo_opps
@benthosnews
@nalmstweets
@secchidipin
@citscioz

Top Mentioned in G8:
@fedcitsci
@usgs
@usgstnm
@niehs
@citsci
@perrycocentral
@veganleslie
@mapsbyw
@ukcares1
@fairfieldoh

Top Mentioned in G9:
@globeprogram
@scistarter
@earthecho
@anecdata_org
@surfridersd
@stallcatchers
@deepmoji
@caterpillarsct
@ncmns_outreach
@iasc_search

Top Mentioned in G10:
@carlyziter
@hps_vanessa

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@bexxmodd
@hollowmanseries
@wwf
@lalojimjuarez
@kwame_agyei
@petchary
@broomstick33
@nytimes
@pfanderson

Top Tweeters in G1:
@femtech_
@trendsinai
@artificialbra1n
@lablanchfanny
@mcolvinmckenzie
@npr
@salhaj
@antrimlens
@statesman
@education_24x7

Top Tweeters in G2:
@kwame_agyei
@nytimes
@adrianasah
@bagaluesunab
@ashwin_baindur
@botforequality
@ibraahim_carab
@kirstie_j
@thewilsoncenter
@jdaviesheritage

Top Tweeters in G3:
@bexxmodd
@broomstick33
@epuujee
@kate_eviva
@miguelmcminn
@amcell
@epidatageek
@mnxmoosi
@malurussally
@finishko

Top Tweeters in G4:
@optus
@abcnews
@drspacejunk
@conversationedu
@wearebrisbane
@doctorchristian
@abcadelaide
@pewenvironment
@abccanberra
@booktopia

Top Tweeters in G5:
@hollowmanseries
@wwf
@therealbiostate
@laporres
@laboescapes
@socentlive
@martamachos
@jmmulet
@evomri
@weincludedorg

Top Tweeters in G6:
@discovertech3
@penguingalaxy
@bsbibotany
@gdpr25thmay18
@piratenbuecher
@flexi_bell
@natures_voice
@lovescience15
@oatp
@emilianoverga

Top Tweeters in G7:
@spmcdonnell
@davidheap
@bioinfocus
@jenni_pro
@cataranea
@lottas_sociala
@kirkwoodlab
@bemily_writes
@wildthingranger
@fred_langlois_

Top Tweeters in G8:
@lordbexar
@holsteinson
@geomaticsfeed
@3ni3l3lmy
@usgs
@harvey01957
@uasg9
@petercada
@mapmakinmeyers
@researchky

Top Tweeters in G9:
@lalojimjuarez
@cumulunimbus
@texasspacegrant
@nasaearth
@naturalinquirer
@nasa_landsat
@earthecho
@aauwnm
@wv25443
@deepmoji

Top Tweeters in G10:
@hps_vanessa
@2footgiraffe
@carlyziter
@picturethesouth
@nosuchseagull
@a
@sulfur_blue
@ina
@faineaichele
@samcrocker01