citsci, Twitter, 3/1/2021 1:09:16 AM, 249822


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citsci_2021-02-28_16-49-49.xlsx
citsci_2021-02-28_16-49-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 01, 2021
Short Description:
citsci via NodeXL https://bit.ly/2O55MTM
@citsci_geek
@scistarter
@citieshealtheu
@jillfnugent
@nhm_citsci
@citsci
@cstrackproject
@citscioz
@action4cs
@b0tsci

Top hashtags:
#citsci
#citizenscience
#scicomm
#throwbackthursday
#openscience
#drawmcgill
#lgbtq

Description:
Description
The graph represents a network of 1,902 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 Monday, 01 March 2021 at 00:56 UTC.

The requested start date was Saturday, 27 February 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 87-day, 19-hour, 15-minute period from Tuesday, 01 December 2020 at 05:37 UTC to Saturday, 27 February 2021 at 00:52 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 : 1902
Unique Edges : 2420
Edges With Duplicates : 5470
Total Edges : 7890
Number of Edge Types : 5
Mentions : 1961
MentionsInRetweet : 3356
Replies to : 169
Retweet : 1850
Tweet : 554
Self-Loops : 568
Reciprocated Vertex Pair Ratio : 0.0632744529396256
Reciprocated Edge Ratio : 0.119018100669477
Connected Components : 80
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 1660
Maximum Edges in a Connected Component : 7510
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.989002
Graph Density : 0.00111541271930043
Modularity : 0.386665
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,902 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 Monday, 01 March 2021 at 00:56 UTC.

The requested start date was Saturday, 27 February 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 87-day, 19-hour, 15-minute period from Tuesday, 01 December 2020 at 05:37 UTC to Saturday, 27 February 2021 at 00:52 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:
[21] https://seabirdwatch.org/
[20] https://cstrack.eu/
[19] https://rri-tools.eu/-/the-science-of-citizen-science
[14] https://cstrack.eu
[11] https://www.discovermagazine.com/the-sciences/a-gift-guide-for-citizen-science
[11] https://citsci.geog.mcgill.ca/en/pages
[10] https://rockymountainwild.org/eawr
[10] https://www.optimistdaily.com/2021/01/the-optimist-view-the-surge-and-success-of-citizen-science/
[9] https://scistarter.org/finder?phrase=Snow
[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

Top URLs in Tweet in G1:
[11] https://www.discovermagazine.com/the-sciences/a-gift-guide-for-citizen-science
[9] https://scistarter.org/finder?phrase=Snow
[9] https://www.optimistdaily.com/2021/01/the-optimist-view-the-surge-and-success-of-citizen-science/
[9] https://cstrack.eu/
[7] https://scistarter.org/library-kits
[7] https://scistarter.org/osdg-community-platform
[7] https://blog.temboo.com/what-is-citizen-science/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248679
[6] https://scistarter.org/education
[6] https://scistarter.org/penguinwatch

Top URLs in Tweet in G2:
[4] https://greatsouthernbiobl.wixsite.com/website
[3] https://scistarter.org/finder?longitude=135&latitude=-25
[2] https://www.eventbrite.com.au/e/wild-pollinators-part1-webinar-tickets-133201532369?aff=ebdssbonlinesearch
[2] https://app.etapestry.com/onlineforms/TheFoundationforRuralRegional/CUC.html
[2] https://twitter.com/tahliajperry/status/1333920708322213889
[2] https://scistarter.org/space-scurvy
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244656
[2] https://citsci.kmi.open.ac.uk/xpolli-p4p/index.php?r=species/index
[2] https://us02web.zoom.us/meeting/register/tZcqduGvrzguHdQwfZRjpBH_9pR9qGMwKzyc
[1] https://twitter.com/nevertoocurious/status/1341262135758708737

Top URLs in Tweet in G3:
[18] https://rri-tools.eu/-/the-science-of-citizen-science
[11] https://cstrack.eu/
[7] https://cstrack.eu
[6] https://rri-tools.eu/-/mooc-a-roadmap-to-citizen-science-education
[5] https://eu-citizen.science/
[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://www.spotteron.net/blog-and-news/the-science-of-citizen-science-book-has-been-published-free-ebook
[2] https://www.citizen-science.at/blog/citizen-science-und-ihre-rolle-fuer-die-nachhaltige-entwicklung
[2] https://medium.com/digital-gems/citizen-science-a-new-way-to-get-people-involved-40ccf3153403
[2] https://ilde2.upf.edu/limesurvey/index.php?r=survey/index&sid=183937

Top URLs in Tweet in G4:
[4] https://zoom.us/j/92805950496
[2] https://csi-cop.eu/first-newsletter/
[1] https://www.bnhc.org.uk/changing-minds-2021-city-nature-challenge-uk/
[1] https://careers.nhm.ac.uk/JobNotAvailable.aspx?raparam=6D4F506841777834394B527667324B364A6B516D2B396945794F572F31353877
[1] https://kids.frontiersin.org/article/10.3389/frym.2020.548525
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244656
[1] https://twitter.com/i/web/status/1336994123207806978
[1] https://twitter.com/i/web/status/1336994127938981888
[1] https://twitter.com/i/web/status/1348558225860395009
[1] https://twitter.com/i/web/status/1348560012554227715

Top URLs in Tweet in G5:
[20] https://seabirdwatch.org/
[11] https://citsci.geog.mcgill.ca/en/pages
[3] https://citsci.geog.mcgill.ca/en/connect/events
[3] https://us02web.zoom.us/j/86432203010
[3] https://link.webropolsurveys.com/Participation/Public/9dc6f1d5-b702-4d76-ba25-81b564aed477?displayId=Fin2176007&surveyLocale=en
[2] https://us02web.zoom.us/j/84415710385
[2] https://citsci.geog.mcgill.ca/en/help/feedback
[2] https://www.zsl.org/blogs/science/calling-all-citizen-scientists-current-and-future
[1] https://www.facebook.com/watch/?v=885793518631475
[1] https://twitter.com/LizzieDalyWild/status/1345310819182063617

Top URLs in Tweet in G6:
[3] https://oregonstate.qualtrics.com/jfe/form/SV_cIo22zrzWl3Kj2d
[2] http://colostate.az1.qualtrics.com/jfe/form/SV_6g82cz3wNWMIicS
[2] https://experiment.com/projects/international-shorebird-survey
[1] https://oregonstate.qualtrics.com/jfe/form/SV_41PpRWhkFpwRpJP
[1] https://twitter.com/i/web/status/1348695535528464384
[1] https://twitter.com/i/web/status/1358811160116568064
[1] https://twitter.com/i/web/status/1358822281892429835
[1] https://twitter.com/NOAAeducation/status/1350143429993349121
[1] https://twitter.com/Earthwatch_Eur/status/1356239640676728832
[1] https://twitter.com/MBalgopal/status/1362255471382421506

Top URLs in Tweet in G7:
[2] https://www.sciencelearn.org.nz/resources/2753-inaturalist
[2] https://www.museumswellington.org.nz/look-after-our-night-sky/
[2] https://citsci-wg.github.io/guide/
[1] https://www.sciencelearn.org.nz/citizen_science
[1] https://twitter.com/UCNZscience/status/1355986155649421319
[1] https://twitter.com/i/web/status/1336815795012214784
[1] https://twitter.com/i/web/status/1338921771278495745
[1] https://twitter.com/i/web/status/1339039292975280128
[1] https://twitter.com/i/web/status/1348432366348324864
[1] https://twitter.com/i/web/status/1361761012316168193

Top URLs in Tweet in G9:
[2] https://observer.globe.gov/about/app-status
[1] https://twitter.com/i/web/status/1344327388902031360
[1] https://observer.globe.gov/do-globe-observer/trees
[1] https://earthobservatory.nasa.gov/blogs/eokids/wp-content/uploads/sites/6/2018/08/EOKids_201701_UHI.pdf
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DNXxliWvxadU&q=EgS4SO-bGMz28IEGIhkA8aeDSyO2-QIriy5GnJ6WB0gbGJZDdT8GMgFy
[1] https://twitter.com/i/web/status/1338891317984833548
[1] https://twitter.com/i/web/status/1342474931204984838
[1] https://twitter.com/i/web/status/1344285612170362881
[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

Top URLs in Tweet in G10:
[1] https://twitter.com/citsci/status/1334502400984559620
[1] https://twitter.com/campfiresally/status/1334935475191119872
[1] https://twitter.com/chesresearch/status/1336037788387586048
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DUoZfYnCdlCAA&q=EgS4SO-bGOP28IEGIhkA8aeDS7GyV8BpJMOHRkG-5YrwisEQLF-GMgFy
[1] https://twitter.com/CitSci/status/1225786039882670080
[1] https://twitter.com/HelenChuMD/status/1337272948692930562
[1] https://twitter.com/i/web/status/1338362292640108544
[1] https://twitter.com/i/web/status/1339153086040973313
[1] https://twitter.com/i/web/status/1339185919308521483
[1] https://twitter.com/Earthwatch_Eur/status/1338469542146830336

Top Domains
Top Domains in Tweet in Entire Graph:
[428] twitter.com
[130] scistarter.org
[34] cstrack.eu
[26] discovermagazine.com
[26] rri-tools.eu
[25] ow.ly
[24] nodexlgraphgallery.org
[21] seabirdwatch.org
[20] mcgill.ca
[16] ac.uk

Top Domains in Tweet in G1:
[125] twitter.com
[123] scistarter.org
[25] discovermagazine.com
[20] nodexlgraphgallery.org
[15] cstrack.eu
[9] optimistdaily.com
[9] citizenscience.org
[9] scienceconnected.org
[9] osdg.ai
[8] citizenscienceassociation.org

Top Domains in Tweet in G2:
[67] twitter.com
[9] bit.ly
[6] gov.au
[6] wixsite.com
[5] com.au
[5] scistarter.org
[4] org.au
[3] nodexlgraphgallery.org
[3] net.au
[3] ac.uk

Top Domains in Tweet in G3:
[54] twitter.com
[24] rri-tools.eu
[18] cstrack.eu
[10] spotteron.net
[7] eu-citizen.science
[5] citizen-science.at
[3] springer.com
[2] spotteron.com
[2] citizen-science.net
[2] medium.com

Top Domains in Tweet in G4:
[33] twitter.com
[4] org.uk
[4] zoom.us
[3] ac.uk
[2] csi-cop.eu
[2] bsbi.org
[1] frontiersin.org
[1] nodexlgraphgallery.org
[1] fscbiodiversity.uk
[1] co.uk

Top Domains in Tweet in G5:
[25] twitter.com
[20] seabirdwatch.org
[20] mcgill.ca
[6] zoom.us
[3] webropolsurveys.com
[2] zsl.org
[1] facebook.com
[1] youtube.com
[1] scienceopen.com
[1] yahoo.com

Top Domains in Tweet in G6:
[11] twitter.com
[7] qualtrics.com
[2] experiment.com
[1] google.com
[1] manomet.org
[1] redencuentros.org
[1] github.io
[1] gofundme.com
[1] federalregister.gov

Top Domains in Tweet in G7:
[12] twitter.com
[10] org.nz
[2] github.io
[1] wordpress.com
[1] biodiversitylibrary.org
[1] eventbrite.com
[1] libereurope.eu
[1] genr.eu
[1] org.uk

Top Domains in Tweet in G9:
[15] twitter.com
[7] globe.gov
[3] nasa.gov
[2] google.com
[1] youtu.be
[1] youtube.com
[1] discovermagazine.com
[1] springer.com
[1] scistarter.org
[1] locss.org

Top Domains in Tweet in G10:
[21] twitter.com
[1] google.com
[1] inaturalist.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[943] citsci
[925] citizenscience
[65] scicomm
[48] throwbackthursday
[48] openscience
[39] drawmcgill
[39] lgbtq
[37] openaccess
[34] sdgs
[32] science



Top Hashtags in Tweet in G1:
[384] citsci
[334] citizenscience
[31] scicomm
[19] science
[18] citscimonth
[16] throwbackthursday
[15] openaccess
[15] openscience
[13] motivationmonday
[12] sdgs

Top Hashtags in Tweet in G2:
[105] citizenscience
[57] citsci
[14] flashforwardfest
[10] womeninscience
[10] cameratrapping
[9] wildoz
[7] mozziemonth
[6] frog
[6] openaccess
[6] emcr

Top Hashtags in Tweet in G3:
[203] citizenscience
[105] citsci
[24] rri
[15] sdgs
[14] citscihelvetia2021
[12] openscience
[10] sdg
[9] survey
[9] citizenscientist
[8] openaccess

Top Hashtags in Tweet in G4:
[75] citizenscience
[54] citsci
[27] bigseaweedsearch
[22] data
[15] gdpr
[14] accelerator
[13] openscience
[10] opendata
[10] noisemaps
[9] lightpollution

Top Hashtags in Tweet in G5:
[41] citsci
[39] drawmcgill
[31] throwbackthursday
[31] weatherdata
[31] mtl
[25] citizenscience
[22] seabirdwatch
[20] climhist
[15] robust
[14] webinars

Top Hashtags in Tweet in G6:
[59] citizenscience
[56] citsci
[29] lgbtq
[6] communityscience
[5] gradschool
[4] cs4rl
[3] shorebirds
[2] earthwatchers
[2] treetracking
[2] 3minthesis

Top Hashtags in Tweet in G7:
[20] citsci
[10] sciart
[5] stemeducation
[5] birdata
[2] biodiversity
[2] penguinawarenessday
[2] citizenscience
[2] sciencegossip
[1] scichatnz
[1] lightpollution

Top Hashtags in Tweet in G8:
[1] scicomm
[1] citsci

Top Hashtags in Tweet in G9:
[38] citsci
[25] citizenscience
[20] nasago
[12] treeheight
[6] landcover
[6] globe
[6] birding
[6] nationalbirdday
[6] gbbc
[4] nationalpuzzleday

Top Hashtags in Tweet in G10:
[21] citsci
[5] outdoors
[4] citizenscience
[2] sciencelovers
[2] decembering
[2] holiday
[2] book
[2] remembering
[2] greenisland
[2] earth

Top Words
Top Words in Tweet in Entire Graph:
[937] #citsci
[926] #citizenscience
[742] science
[626] citizen
[378] project
[357] scistarter
[260] citsci
[233] more
[232] projects
[220] survey

Top Words in Tweet in G1:
[380] #citsci
[367] science
[334] #citizenscience
[318] scistarter
[309] citizen
[129] project
[103] citsci
[99] projects
[83] jillfnugent
[79] help

Top Words in Tweet in G2:
[106] #citizenscience
[58] science
[57] #citsci
[44] great
[43] citscioz
[37] team
[36] citizen
[35] frogidaus
[34] year
[31] work

Top Words in Tweet in G3:
[203] #citizenscience
[164] science
[146] cs
[145] citizen
[129] cstrackproject
[116] survey
[112] project
[106] #citsci
[80] track
[74] join

Top Words in Tweet in G4:
[83] action4cs
[75] #citizenscience
[54] #citsci
[49] nhm_citsci
[35] project
[31] bps_algae
[31] mcsuk
[28] see
[27] #bigseaweedsearch
[26] data

Top Words in Tweet in G5:
[60] drawmcgill
[48] years
[46] data
[41] #citsci
[36] today
[34] scientists
[33] citizen
[33] #drawmcgill
[31] #throwbackthursday
[31] #weatherdata

Top Words in Tweet in G6:
[59] #citizenscience
[56] #citsci
[37] toddaharwell
[36] volunteers
[36] seeking
[35] experiences
[35] study
[34] still
[34] more
[31] share

Top Words in Tweet in G7:
[21] project
[20] #citsci
[16] help
[14] science
[13] citizen
[13] nzsciencelearn
[12] public
[10] curious
[10] thanks
[10] flickr

Top Words in Tweet in G8:
[42] went
[42] webinar
[42] conservation
[42] careers
[42] yesterday
[42] need
[42] phd
[42] job
[42] lemme
[42] broadcast

Top Words in Tweet in G9:
[38] globeprogram
[37] #citsci
[25] #citizenscience
[24] today
[20] #nasago
[20] observation
[14] nasa
[13] land
[13] clinometer
[12] #treeheight

Top Words in Tweet in G10:
[21] #citsci
[20] citsci
[5] science
[5] #outdoors
[4] #citizenscience
[4] class
[4] student
[3] read
[3] see
[3] best

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[535] citizen,science
[115] cs,track
[114] #citizenscience,#citsci
[109] #citsci,#citizenscience
[91] track,eu_h2020
[91] eu_h2020,project
[91] project,launched
[91] launched,international
[91] international,citizen
[91] science,cs

Top Word Pairs in Tweet in G1:
[265] citizen,science
[59] #citsci,#citizenscience
[36] #citizenscience,#citsci
[34] learn,more
[29] science,projects
[27] #citizenscience,projects
[25] #citsci,project
[23] citizen,scientists
[22] #citsci,projects
[22] cs,track

Top Word Pairs in Tweet in G2:
[25] citizen,science
[14] submitted,frogidaus
[14] women,girls
[12] frogidaus,id
[12] id,same
[12] same,evening
[12] evening,guys
[12] guys,going
[12] going,strong
[12] strong,dec

Top Word Pairs in Tweet in G3:
[134] citizen,science
[80] cs,track
[65] track,eu_h2020
[65] eu_h2020,project
[65] project,launched
[65] launched,international
[65] international,citizen
[65] science,cs
[65] cs,survey
[65] survey,join

Top Word Pairs in Tweet in G4:
[31] mcsuk,nhm_citsci
[27] #citizenscience,#citsci
[23] heard,#bigseaweedsearch
[23] #bigseaweedsearch,mcsuk
[23] nhm_citsci,look
[23] look,thread
[23] thread,see
[23] see,ve
[22] bps_algae,heard
[15] citizen,science

Top Word Pairs in Tweet in G5:
[31] #throwbackthursday,#weatherdata
[31] #weatherdata,mcgillu
[31] mcgillu,observatory
[31] observatory,#mtl
[31] #mtl,100
[31] 100,years
[31] years,ago
[31] ago,today
[18] drawmcgill,#throwbackthursday
[17] data,#seabirdwatch

Top Word Pairs in Tweet in G6:
[36] #citizenscience,volunteers
[32] still,seeking
[29] study,still
[29] seeking,few
[29] few,more
[29] volunteers,share
[29] share,experiences
[29] experiences,#citsci
[28] #lgbtq,#citizenscience
[27] toddaharwell,study

Top Word Pairs in Tweet in G7:
[13] citizen,science
[11] public,help
[10] thanks,flickr
[10] flickr,crowdsourcing
[10] crowdsourcing,project
[10] project,public
[10] help,tag
[10] tag,#sciart
[10] #sciart,species
[10] species,artist

Top Word Pairs in Tweet in G8:
[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 G9:
[12] #citsci,#citizenscience
[8] land,cover
[6] woohoo,#nasago
[6] #nasago,25
[6] 25,000th
[6] 000th,#treeheight
[6] #treeheight,#citizenscience
[6] #citizenscience,observation
[6] observation,observation
[6] observation,came

Top Word Pairs in Tweet in G10:
[2] #sciencelovers,#decembering
[2] #decembering,hippest
[2] hippest,#holiday
[2] #holiday,#book
[2] #book,place
[2] place,remember
[2] remember,gt
[2] gt,hippocampus
[2] hippocampus,#remembering
[2] attention,#citsci

Top Replied-To
Top Replied-To in Entire Graph:
@spacegeographer
@mfnberlin
@citsci_geek
@nodexl
@brittney_beck
@inspiringnsw
@ncstate
@citscimonth
@citsci
@scistarter

Top Replied-To in G1:
@nodexl
@ncstate
@citscimonth
@brittney_beck
@citsci_geek
@walteros_jey
@foldingathome
@westcaveatx
@scissorsrunning
@pwc_wildlife

Top Replied-To in G2:
@citsci_geek
@inspiringnsw
@lady_beaker
@vinithagadiraju
@gsbioblitz
@rebafay
@jillfnugent
@karlie_moon_
@jadebarclay
@_erikaroper

Top Replied-To in G3:
@mfnberlin
@anett77richter
@spacegeographer
@spotteron
@mhaklay
@dariaheu
@eucitsciproject
@alettabonn
@josperello
@eucitsci

Top Replied-To in G4:
@spacegeographer
@eglezguardia
@eucitsci
@bsbibotany
@bps_algae

Top Replied-To in G5:
@variabilityblog
@gbif

Top Replied-To in G6:
@danilinhunter1
@lschibley
@gretchenkroh
@gemswinc
@dine_andrea
@itcork

Top Replied-To in G7:
@citsci
@adelespencil
@ucnzscience
@samlong713

Top Replied-To in G9:
@scistarter
@timemachineeu
@nasa_landsat

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

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

Top Mentioned in G2:
@citscioz
@frogidaus
@jessieloliver
@jodirowley
@inaturalist
@scistarter
@aristeidoum
@citsci_geek
@plosone
@gsbioblitz

Top Mentioned in G3:
@cstrackproject
@eu_h2020
@eucitsci
@csaustria
@spotteron
@eucitsciproject
@_citizenscience
@rritools
@vohlandii
@mitforschen

Top Mentioned in G4:
@action4cs
@nhm_citsci
@bps_algae
@mcsuk
@gefiont
@kclinformatics
@oeg_upm
@eglezguardia
@thenpms
@apassani

Top Mentioned in G5:
@drawmcgill
@mcgillu
@seabird_watch
@rspbscience
@vcs_08
@kirstyyfranklin
@jolatimore
@lizziedalywild
@inconservation1
@cary_mock

Top Mentioned in G6:
@toddaharwell
@citsci
@danilinhunter1
@mbalgopal
@csu_ecology
@csubiology
@soges_csu
@citscioz
@noaa
@lets_experiment

Top Mentioned in G7:
@nzsciencelearn
@flickr
@biodivlibrary
@inaturalistnz
@participatorysc
@jacqui_aotearoa
@birdlife_hoodie
@penguinwatch
@spaceplacenz
@instantwild

Top Mentioned in G8:
@cwdekeyzer

Top Mentioned in G9:
@globeprogram
@brinchekscience
@nasa
@nasaearth
@rti_intl
@nightskynetwork
@jillfnugent
@scistarter
@nasastem
@theglobeprogram

Top Mentioned in G10:
@borelmedwriter
@carlyziter
@hps_vanessa

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@asher_wolf
@guardian
@bexxmodd
@wwf
@kwame_agyei
@petchary
@broomstick33
@nytimes
@pfanderson

Top Tweeters in G1:
@femtech_
@guardian
@nytimes
@washingtonpost
@trendsinai
@lablanchfanny
@mcolvinmckenzie
@billellson
@leafwarbler
@lcby

Top Tweeters in G2:
@asher_wolf
@wwf
@abcnews
@npr
@balamcoatl
@jane__eden
@abcbrisbane
@drspacejunk
@finishko
@krissie_lee

Top Tweeters in G3:
@kwame_agyei
@adrianasah
@therealbiostate
@bagaluesunab
@ashwin_baindur
@martamachos
@jmmulet
@4f345
@uc
@ibraahim_carab

Top Tweeters in G4:
@penguingalaxy
@bsbibotany
@gdpr25thmay18
@piratenbuecher
@flexi_bell
@natures_voice
@robbiesandison
@globalunion3
@oatp
@helengavaghan

Top Tweeters in G5:
@epuujee
@miguelmcminn
@niche_canada
@taniapalme
@unbiodiversity
@pewenvironment
@katharinekite
@yvandutil
@acculation
@mcgillu

Top Tweeters in G6:
@gemswinc
@amcell
@epidatageek
@telescoper
@kirstie_j
@b_holmer
@mustelidmay
@sportmgmtprof
@pekingspring
@friel

Top Tweeters in G7:
@imagine_garden
@siobhanleachman
@ecology_tweets
@e_j_hayes
@mia_out
@scilib
@damienpetermann
@drmichellelarue
@biodivlibrary
@nzsciencelearn

Top Tweeters in G8:
@spmcdonnell
@davidheap
@bioinfocus
@jenni_pro
@cataranea
@lottas_sociala
@kirkwoodlab
@bemily_writes
@wildthingranger
@fred_langlois_

Top Tweeters in G9:
@nasawatch
@cumulunimbus
@nasa
@ncsg_katiem
@seagrantnc
@texasspacegrant
@nasaearth
@doctorozono
@sciencecook
@nasa_landsat

Top Tweeters in G10:
@hps_vanessa
@budtheteacher
@2footgiraffe
@borelmedwriter
@carlyziter
@jamesian
@picturethesouth
@a
@sulfur_blue
@engageclimate