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citsci_2022-05-13_17-36-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 14, 2022
Short Description:
citsci via NodeXL https://bit.ly/38q9YYN
@noaa
@citsci_geek
@citieshealtheu
@scistarter
@citscioz
@citscimonth
@citsciassoc
@citsci
@nhm_citsci
@this0499154500

Top hashtags:
#citsci
#citizenscience
#citynaturechallenge
#citizensciencemonth
#h2020
#earthday

Description:
Description
The graph represents a network of 2,207 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 Saturday, 14 May 2022 at 00:41 UTC.

The requested start date was Saturday, 14 May 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 100-day, 16-hour, 22-minute period from Tuesday, 01 February 2022 at 06:45 UTC to Thursday, 12 May 2022 at 23:07 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 : 2207
Unique Edges : 2170
Edges With Duplicates : 6909
Total Edges : 9079
Number of Edge Types : 5
Replies to : 186
Retweet : 2501
MentionsInRetweet : 3715
Tweet : 472
Mentions : 2205
Self-Loops : 489
Reciprocated Vertex Pair Ratio : 0.0709128416709644
Reciprocated Edge Ratio : 0.132434384782085
Connected Components : 62
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 1979
Maximum Edges in a Connected Component : 8563
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.253328
Graph Density : 0.000853009935830156
Modularity : 0.351675
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,207 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 Saturday, 14 May 2022 at 00:41 UTC.

The requested start date was Saturday, 14 May 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 100-day, 16-hour, 22-minute period from Tuesday, 01 February 2022 at 06:45 UTC to Thursday, 12 May 2022 at 23:07 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:
[116] https://www.noaa.gov/education/resource-collections/education-at-home/citizen-science
[86] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[51] https://zenodo.org/record/6034585#.YhZYFZPMId6
[44] http://www.noaa.gov/work-with-us/volunteer-opportunities-citizen-scientists
[26] https://www.nhm.ac.uk/take-part/citizen-science/bioblitz/city-nature-challenge.html
[21] http://ow.ly/bULG50Hu7F6
[18] https://www.nhm.ac.uk/take-part/citizen-science/slime-search.html
[14] http://citsci.geog.mcgill.ca/en/users/sign_in
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274536
[11] http://ow.ly/trfK50I9kPs

Top URLs in Tweet in G1:
[83] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[50] https://zenodo.org/record/6034585#.YhZYFZPMId6
[25] https://www.nhm.ac.uk/take-part/citizen-science/bioblitz/city-nature-challenge.html
[11] https://citizenscience.org/c-sci-2022/
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274536
[9] https://zenodo.org/record/5589618#.YdwzlFjMKAm
[7] https://conferences.au.dk/citsci2022/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272334
[6] https://uk.inaturalist.org/projects/city-nature-challenge-2022-london
[6] https://cstrack.eu/format/graphical-article/how-do-different-participants-contribute-to-the-knowledge-building-discourse-in-online-citizen-science-projects/

Top URLs in Tweet in G2:
[8] https://www.noaa.gov/education/resource-collections/education-at-home/citizen-science
[8] https://bscs.org/inquiry/budburst-lilac-festival/
[7] https://www.ucl.ac.uk/biosciences/studying-ucl-people-and-nature-lab
[7] https://www.discovermagazine.com/the-sciences/how-to-be-a-citizen-scientist-a-beginners-guide
[7] https://scistarter.org/citizen-science-month-april-educator-webinar-ser-2
[6] https://citsci.org/
[6] https://www.discovermagazine.com/the-sciences/science-by-the-people
[4] https://activatelearning.com/2022/03/29/celebrating-citizen-science-month-2022-science-research-for-everyone/celebrating
[4] https://www.birds.cornell.edu/k12/k5-citsci-retreat/
[3] http://www.spottyrain.org/citsciexpo.html

Top URLs in Tweet in G3:
[105] https://www.noaa.gov/education/resource-collections/education-at-home/citizen-science
[43] http://www.noaa.gov/work-with-us/volunteer-opportunities-citizen-scientists
[7] https://oceanservice.noaa.gov/facts/ocean-etiquette.html
[3] https://www.noaa.gov/america-the-beautiful
[2] https://twitter.com/NOAA/status/1513943543013912588
[2] https://observation.org/
[1] https://marinedebris.noaa.gov/partnerships/marine-debris-tracker
[1] https://marinedebris.noaa.gov/monitoring-toolbox
[1] https://oceanservice.noaa.gov/citizen-science/
[1] https://twitter.com/i/web/status/1513623046124412928

Top URLs in Tweet in G4:
[2] https://www.frogid.net.au/explore
[2] https://thenewdaily.com.au/finance/finance-news/2022/03/30/federal-budget-2022-alison-pennington/
[2] https://www.inaturalist.org/projects/mozzie-monitors-australia
[2] https://twitter.com/LetsTalkSciComm/status/1524131921906724864
[2] https://www.spotteron.com/bigcitybirds/info
[2] https://www.surveymonkey.com/r/VS25ZZQ
[1] https://www.jeolusa.com/BLOG/triple-quad-mass-spectrometry
[1] https://twitter.com/BrisbaneAirport/status/1497451362581417984
[1] https://twitter.com/JessieLOliver/status/1501292784870772736
[1] https://theoryandpractice.citizenscienceassociation.org/articles/10.5334/cstp.293/

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1518328157488693253
[1] https://twitter.com/i/web/status/1518328163754987524
[1] https://twitter.com/i/web/status/1518328173108375552
[1] https://twitter.com/i/web/status/1518328178187685889
[1] https://twitter.com/i/web/status/1522695976145854464
[1] https://twitter.com/i/web/status/1518328170939879424
[1] https://twitter.com/IBIS_journal/status/1502299490295894018
[1] https://bou.org.uk/event/citizen-science-and-birds-bouasm22/
[1] https://twitter.com/i/web/status/1508453754596737025
[1] https://twitter.com/twbf1988/status/1502189007333371906

Top URLs in Tweet in G6:
[2] https://www.noaa.gov/education/resource-collections/education-at-home/citizen-science
[2] https://www.dryver.eu/media/newsletter
[1] https://twitter.com/NSF/status/1512083482083663877
[1] https://observasequia.es/observatorios-de-sequia/
[1] https://observasequia.es/wp-content/uploads/2021/12/DIPTICO-45x20-2.pdf
[1] https://observasequia.es/redes/
[1] https://twitter.com/NOAANCEI/status/1489601678806560772
[1] https://twitter.com/CCiudadanaEs/status/1504387122593210372
[1] https://twitter.com/citscicomm/status/1499691358965088258
[1] https://elpais.com/planeta-futuro/red-de-expertos/2022-03-01/sin-democracia-real-no-hay-bosque-ni-mar.html?ssm=TW_CC

Top URLs in Tweet in G7:
[1] https://www.frontiersin.org/articles/10.3389/fpubh.2022.743348/full
[1] https://ceh-online-surveys.onlinesurveys.ac.uk/pollinator-citizen-science-across-europe
[1] https://twitter.com/MirandaBeeGirl/status/1492558854789517315
[1] https://twitter.com/citsci/status/1513506914222723075
[1] https://twitter.com/mhaklay/status/1499885047708594184
[1] https://twitter.com/citsci/status/1509883034706788358

Top URLs in Tweet in G8:
[3] https://www.spotteron.net/
[3] https://www.spotteron.net/apps
[2] https://www.spotteron.net
[2] https://www.spotteron.net/blog-and-news/the-science-of-citizen-science-book-has-been-published-free-ebook
[1] https://www.spotteron.net/blog-and-news/citizen-science-connecting-continents-researcher-simon-musila-about-the-importance-of-a-mammal-monitoring-app-in-kenya
[1] https://twitter.com/i/web/status/1230425766493642753
[1] https://www.spotteron.net/blog-and-news/a-milestone-for-citizen-science-spotteron-3-is-here
[1] https://www.spotteron.net/blog-and-news/private-spots-a-new-feature-on-the-spotteron-citizen-science-platform
[1] https://www.spotteron.net/prices
[1] https://www.spotteron.com/

Top URLs in Tweet in G9:
[3] https://medium.com/github-copilot-for-disabled-developers
[1] https://twitter.com/TessaRDavis/status/1512402324102291467
[1] https://aimstack.io
[1] https://twitter.com/i/web/status/1495237987893854210
[1] https://twitter.com/transkribus/status/1496149917668159492
[1] https://twitter.com/_lewtun/status/1508810798973571072
[1] https://twitter.com/eucitsci/status/1502204449833598976
[1] https://twitter.com/SciStarter/status/1489799410984828930
[1] https://twitter.com/SciStarter/status/1495438125820260355
[1] https://twitter.com/penndreamlab/status/1522571707168481281

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1495587831917740039

Top Domains
Top Domains in Tweet in Entire Graph:
[232] twitter.com
[188] noaa.gov
[154] zenodo.org
[64] ac.uk
[49] ow.ly
[42] scistarter.org
[29] mcgill.ca
[27] nodexlgraphgallery.org
[27] cstrack.eu
[26] discovermagazine.com

Top Domains in Tweet in G1:
[150] zenodo.org
[46] twitter.com
[32] ac.uk
[27] nodexlgraphgallery.org
[26] cstrack.eu
[19] co.uk
[16] citizenscience.org
[14] europa.eu
[11] frontiersin.org
[11] au.dk

Top Domains in Tweet in G2:
[44] twitter.com
[33] scistarter.org
[17] discovermagazine.com
[12] bscs.org
[10] noaa.gov
[9] ac.uk
[9] citsci.org
[5] org.au
[4] frontiersin.org
[4] activatelearning.com

Top Domains in Tweet in G3:
[174] noaa.gov
[9] twitter.com
[2] observation.org
[1] elkhornslough.org
[1] windows.net
[1] commerce.gov
[1] secemu.org

Top Domains in Tweet in G4:
[20] twitter.com
[11] inaturalist.org
[7] com.au
[5] bit.ly
[4] net.au
[4] org.au
[2] edu.au
[2] youtube.com
[2] spotteron.com
[2] sciencedirect.com

Top Domains in Tweet in G5:
[9] twitter.com
[1] org.uk

Top Domains in Tweet in G6:
[8] twitter.com
[3] observasequia.es
[3] noaa.gov
[2] dryver.eu
[1] elpais.com
[1] google.com
[1] apple.com
[1] tucson.com
[1] voziberica.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] frontiersin.org
[1] ac.uk

Top Domains in Tweet in G8:
[25] spotteron.net
[7] twitter.com
[1] spotteron.com

Top Domains in Tweet in G9:
[10] twitter.com
[3] medium.com
[1] aimstack.io
[1] eurac.edu
[1] zenodo.org
[1] youtube.com
[1] ac.uk

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1120] citsci
[1001] citizenscience
[153] citynaturechallenge
[148] citizensciencemonth
[140] h2020
[130] earthday
[83] ornithology
[68] bouasm22
[53] drawmcgill
[50] citizenscientist



Top Hashtags in Tweet in G1:
[413] citsci
[398] citizenscience
[129] h2020
[114] citynaturechallenge
[47] coeso
[40] citynaturechallengelondon
[33] london
[31] citizenscientist
[31] csci2022
[30] scicomm

Top Hashtags in Tweet in G2:
[243] citizenscience
[201] citsci
[31] citizensciencemonth
[25] authenticlearning
[17] communityscience
[15] earthday
[15] nationalgardeningday
[15] outside
[14] citizenscientist
[13] csci2022

Top Hashtags in Tweet in G3:
[96] citsci
[95] earthday
[83] citizensciencemonth
[58] citizenscience
[15] earthmonthnoaa
[6] rt
[5] dyk
[3] didyouknow
[2] earthdaynoaa
[2] citizenscientist

Top Hashtags in Tweet in G4:
[42] citizenscience
[30] mysciencemay
[15] mozziemonth
[14] citsci
[11] scicomm
[10] facta2022
[7] biodiversity
[7] wildoz
[6] citynaturechallenge
[5] mozziemonitors

Top Hashtags in Tweet in G5:
[77] ornithology
[67] citsci
[67] bouasm22
[20] citizenscience
[6] birds
[5] natureofscotland
[3] participative
[3] inclusive
[1] climatechange
[1] ornitholgy

Top Hashtags in Tweet in G6:
[18] cienciaciudadana
[12] citizenscience
[9] citsci
[8] dryingrivernetworks
[7] sia2022
[6] sostenibilidad
[5] dryingrivers
[4] intermittentstreams
[4] intermittentrivers
[3] sequía

Top Hashtags in Tweet in G7:
[3] citizenscience
[2] citsci
[2] citizensciencemonth
[1] pollinator
[1] spring
[1] europe
[1] citizensciencemonth2022

Top Hashtags in Tweet in G8:
[79] citizenscience
[41] citsci
[6] phenology
[5] openaccess
[5] citizensciencemonth
[5] h2020
[4] science
[3] community
[3] horizoneu
[2] app

Top Hashtags in Tweet in G9:
[35] digitalhumanities
[32] ml
[30] ai
[15] citizenscientists
[15] citizenscience
[9] zeitshift
[6] citsci
[6] citizensciencemonth
[5] culturalheritage
[5] citsci2022dk

Top Hashtags in Tweet in G10:
[6] science
[6] research
[5] citsci
[4] insects
[3] entomology
[2] australia
[1] arachnology
[1] schools
[1] education
[1] students

Top Words
Top Words in Tweet in Entire Graph:
[1111] #citsci
[1001] #citizenscience
[663] science
[623] citizen
[424] more
[367] noaa
[362] learn
[360] projects
[333] check
[303] cstrackproject

Top Words in Tweet in G1:
[412] #citsci
[398] #citizenscience
[264] cstrackproject
[249] citizen
[247] science
[241] more
[212] learn
[182] read
[176] projects
[170] report

Top Words in Tweet in G2:
[243] #citizenscience
[202] science
[199] #citsci
[176] citizen
[107] citsci
[94] check
[72] projects
[72] citscimonth
[71] learn
[70] project

Top Words in Tweet in G3:
[334] noaa
[154] check
[114] find
[103] life
[101] contribute
[99] scientific
[95] #earthday
[92] happy
[91] scientist
[91] directly

Top Words in Tweet in G4:
[49] citscioz
[42] #citizenscience
[42] inaturalist
[40] frog
[37] science
[31] citsci_geek
[30] #mysciencemay
[27] app
[26] found
[25] more

Top Words in Tweet in G5:
[77] abstracts
[77] birds
[77] people
[77] powering
[77] #ornithology
[77] 10
[77] 11
[77] oct
[69] ellingbry
[67] #citsci

Top Words in Tweet in G6:
[21] obserciudsequia
[18] #cienciaciudadana
[16] dryver_h2020
[13] proyectos
[12] #citizenscience
[12] citizen
[11] science
[9] #citsci
[9] gracias
[8] observatorio

Top Words in Tweet in G7:
[100] fill
[52] help
[50] one
[50] week
[50] left
[50] amazing
[50] response
[50] far
[50] need
[50] gaps

Top Words in Tweet in G8:
[98] spotteron
[79] #citizenscience
[41] apps
[41] #citsci
[29] science
[27] app
[27] platform
[21] more
[20] projects
[18] project

Top Words in Tweet in G9:
[35] #digitalhumanities
[32] #ml
[30] #ai
[24] jim_salmons
[23] folk
[15] #citizenscientists
[15] siobhanleachman
[15] projects
[15] #citizenscience
[13] esp

Top Words in Tweet in G10:
[26] science
[26] insectinvestig8
[25] citizen
[24] recently
[24] joined
[24] conservationwa
[24] manager
[24] working
[24] range
[24] exciting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[438] citizen,science
[240] learn,more
[157] read,full
[152] #citsci,#citizenscience
[151] full,report
[106] #citizenscience,#citsci
[105] report,learn
[104] scientific,research
[99] happy,#earthday
[99] #earthday,find

Top Word Pairs in Tweet in G1:
[166] learn,more
[164] citizen,science
[151] read,full
[144] full,report
[99] report,learn
[75] more,cs
[71] #citizenscience,#citsci
[62] cs,track
[60] citizen,scientists
[54] #citsci,#h2020

Top Word Pairs in Tweet in G2:
[137] citizen,science
[47] #citsci,#citizenscience
[33] learn,more
[24] science,month
[22] science,project
[21] next,week
[20] good,news
[20] news,citizen
[20] science,brazil
[20] brazil,next

Top Word Pairs in Tweet in G3:
[91] happy,#earthday
[91] #earthday,find
[91] find,contribute
[91] contribute,directly
[91] directly,life
[91] life,scientific
[91] scientific,research
[91] research,check
[90] noaa,happy
[51] #citizenscience,opportunities

Top Word Pairs in Tweet in G4:
[19] found,frog
[19] frog,frogidaus
[19] frogidaus,app
[19] app,data
[19] data,collected
[19] collected,used
[19] used,map
[19] map,distribution
[19] distribution,frog
[19] frog,populations

Top Word Pairs in Tweet in G5:
[77] birds,people
[77] people,powering
[77] powering,#ornithology
[77] 10,11
[77] 11,oct
[66] abstracts,citizenscience
[66] citizenscience,birds
[66] #ornithology,#bouasm22
[66] #bouasm22,10
[66] oct,2022

Top Word Pairs in Tweet in G6:
[10] citizen,science
[7] #cienciaciudadana,españa
[6] estás,interesad
[6] interesad,#cienciaciudadana
[6] #cienciaciudadana,#sostenibilidad
[6] #sostenibilidad,conoce
[6] conoce,algunas
[6] algunas,redes
[6] redes,trabajo
[6] trabajo,proyectos

Top Word Pairs in Tweet in G7:
[50] one,week
[50] week,left
[50] left,amazing
[50] amazing,response
[50] response,far
[50] far,need
[50] need,help
[50] help,fill
[50] fill,gaps
[50] gaps,please

Top Word Pairs in Tweet in G8:
[27] #citizenscience,apps
[15] spotteron,#citizenscience
[15] citizen,science
[14] spotteron,platform
[12] science,citizen
[12] #citizenscience,app
[12] nature's,calendar
[11] apps,spotteron
[8] learn,more
[8] #citizenscience,platform

Top Word Pairs in Tweet in G9:
[30] #digitalhumanities,#ai
[27] #ai,#ml
[23] jim_salmons,#digitalhumanities
[20] #ml,folk
[11] esp,#citizenscientists
[11] #citizenscience,projects
[9] #ml,friends
[9] friends,esp
[9] #citizenscientists,#citizenscience
[9] projects,inc

Top Word Pairs in Tweet in G10:
[25] citizen,science
[24] recently,joined
[24] joined,conservationwa
[24] conservationwa,citizen
[24] science,manager
[24] manager,working
[24] working,range
[24] range,exciting
[24] exciting,projects
[23] cn_greenwell,recently

Top Replied-To
Top Replied-To in Entire Graph:
@citsci_geek
@lesandrop
@nicolem_white
@jessieloliver
@cos4cloud
@cstrackproject
@citscioz
@citsci
@sci_lux
@letstalkscicomm

Top Replied-To in G1:
@cstrackproject
@littlelocket
@penguingalaxy
@fsclondon
@cos4cloud
@nhm_digitise
@citscidk
@citsci_geek
@nhm_citsci
@citsci

Top Replied-To in G2:
@lesandrop
@hcinst
@cos4cloud
@citscioz
@jessieloliver
@citsci
@jaimegongorasyd
@citsci_geek
@citscilab
@citieshealtheu

Top Replied-To in G3:
@citsci

Top Replied-To in G4:
@citsci_geek
@nicolem_white
@luisemanning1
@letstalkscicomm
@choiceaustralia
@sci_lux
@philuponscience
@jessieloliver
@avid_podcast
@lindenashcroft

Top Replied-To in G5:
@bcastagneyrol
@delmez5
@gittekragh

Top Replied-To in G6:
@eucitsci
@eucitsciproject
@obserciudsequia

Top Replied-To in G9:
@helpfultangent
@anthonypjshaw
@banksiaboy

Top Mentioned
Top Mentioned in Entire Graph:
@cstrackproject
@noaa
@citscioz
@citsciassoc
@citsci
@citieshealtheu
@spotteron
@scistarter
@citscimonth
@noaaocean

Top Mentioned in G1:
@cstrackproject
@citsciassoc
@citieshealtheu
@nhm_citsci
@coesoeu
@citsci
@citscioz
@time4cs
@ohtosabel
@eucitsci

Top Mentioned in G2:
@citsci
@citscimonth
@scistarter
@citieshealtheu
@citscioz
@eparesearch
@brinchekscience
@citsciassoc
@jessieloliver
@eucitsciproject

Top Mentioned in G3:
@noaa
@noaaocean
@noaaeducation
@commercegov
@noaa_glerl
@citsciassoc
@maine_sea_grant
@lakechamplainsg
@hawaiiseagrant

Top Mentioned in G4:
@citscioz
@inaturalist
@frogidaus
@cosmosmagazine
@mozziemonitors
@citsciassoc
@scidocmartin
@jessieloliver
@citsci_geek
@gainbioblitz

Top Mentioned in G5:
@ellingbry
@r
@rspbscience
@ibis_journal
@delmez5
@heidilballard
@joelene_x3
@arjundevamar
@penguin_watch
@seabird_watch

Top Mentioned in G6:
@obserciudsequia
@dryver_h2020
@ecoflows
@jesuspiro
@dryver_citsci
@noaa
@scistarter
@citscicomm
@noaancei

Top Mentioned in G7:
@mirandabeegirl
@ispotnature
@citieshealtheu
@frontiersin
@cstrackproject
@ali__johnston
@alexander_lees
@mjopocock
@tzbirder

Top Mentioned in G8:
@spotteron
@earthwatch_aus
@youcountproject
@ispotabee
@senckenberg
@naturkalender
@museumsofkenya
@nature_kenya
@mitforschen
@lesandrop

Top Mentioned in G9:
@jim_salmons
@siobhanleachman
@citsci
@citsci_geek
@citscimonth
@scistarter
@all4ling
@imagesnippets
@cyndilauper
@citscioz

Top Mentioned in G10:
@insectinvestig8
@conservationwa
@cn_greenwell
@wamuseum
@citscioz
@citsci

Top Tweeters
Top Tweeters in Entire Graph:
@rodolfoxoliz
@ipythonistabot
@jfsebastian146
@john1966olsen
@saragomezaranci
@biofares
@raivoonet
@guardian
@fieryreddragon
@adekleine

Top Tweeters in G1:
@ipythonistabot
@4evrstardancer
@mjoehlerich
@rdgresident
@npr
@alpha1malegroom
@b0tsci
@penguingalaxy
@wbur
@ttm71010

Top Tweeters in G2:
@education_24x7
@safetymentalst
@vrretweeter
@forbes
@jrlvr88
@leafwarbler
@pythonroboto
@saunieindiego
@emoontx
@askgerbil

Top Tweeters in G3:
@rodolfoxoliz
@john1966olsen
@saragomezaranci
@biofares
@fieryreddragon
@adekleine
@tyberzannxxxx
@mrkalman
@teakinrj
@mel_storni

Top Tweeters in G4:
@cptleto
@academicchatter
@malurussally
@krissie_lee
@canberratimes
@un
@caroljd1964
@womensciaust
@euanritchie1
@parrotoftheday

Top Tweeters in G5:
@miguelmcminn
@_polinard
@ibis_journal
@katharinekite
@stevedudley_
@_bto
@seiurus
@debalmer
@darrenmarkevans
@grahamfappleton

Top Tweeters in G6:
@el_pais
@planeta_futuro
@vostspain
@defensa_fuentes
@solokomwater
@fecyt_ciencia
@byianjames
@wwfespana
@hordago_org
@interior

Top Tweeters in G7:
@arabwel
@mssswitch
@aerialbots
@caccabus
@alexander_lees
@ecoeye
@crannsleamhain
@caoimhe_tiernan
@rewildingire
@hymenoptera_nev

Top Tweeters in G8:
@raivoonet
@jugalkhetan
@conchaeplatano_
@arnulfovanegas5
@6yoosu12
@kampala64354631
@skorpion196969
@klausriede
@ckngold1
@codinworldorder

Top Tweeters in G9:
@siobhanleachman
@digtalhumanatee
@mia_out
@disabledstem
@botlabhd
@codexeditor
@clouddoor1
@anthonypjshaw
@imagesnippets
@natfriedman

Top Tweeters in G10:
@imagine_garden
@ecology_tweets
@outbackeco
@kristyhayward
@pipsterb
@observerparafox
@trishkurralinga
@writeupau
@invasionecology
@marksah