citsci, Twitter, 11/27/2021 1:28:50 AM, 267003


FAQ | Problem?

citsci_2021-11-26_17-06-00.xlsx
citsci_2021-11-26_17-06-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 27, 2021
Short Description:
citsci via NodeXL https://bit.ly/319q2u8
@citsci_geek
@citieshealtheu
@citscioz
@stemeduhub
@scistarter
@citsci
@nhm_citsci
@cstrackproject
@eucitsciproject
@spotteron

Top hashtags:
#citizenscience
#citsci
#citscioz21
#futureofcs2021
#coeso
#sdgs
#h2020
#tnmcorps

Description:
Description
The graph represents a network of 2,100 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, 27 November 2021 at 01:12 UTC.

The requested start date was Saturday, 27 November 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 85-day, 18-hour, 27-minute period from Wednesday, 01 September 2021 at 00:00 UTC to Thursday, 25 November 2021 at 18:27 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 : 2100
Unique Edges : 2743
Edges With Duplicates : 6595
Total Edges : 9338
Number of Edge Types : 5
Retweet : 2205
MentionsInRetweet : 3742
Mentions : 2750
Replies to : 249
Tweet : 392
Self-Loops : 416
Reciprocated Vertex Pair Ratio : 0.0865728595277844
Reciprocated Edge Ratio : 0.159350307287094
Connected Components : 52
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 1891
Maximum Edges in a Connected Component : 8953
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.482657
Graph Density : 0.00103359876585222
Modularity : 0.38116
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,100 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, 27 November 2021 at 01:12 UTC.

The requested start date was Saturday, 27 November 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 85-day, 18-hour, 27-minute period from Wednesday, 01 September 2021 at 00:00 UTC to Thursday, 25 November 2021 at 18:27 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:
[41] https://zenodo.org/record/5026192
[28] https://t.co/hrUgBiqi2J
[20] https://www.inaturalist.org/projects/map-the-mistletoe-in-south-london
[13] https://citizenscience.org.au/citscioz21/
[12] http://citsci.geog.mcgill.ca/en/users/sign_in
[11] https://www.discovermagazine.com/the-sciences/citizen-science-is-changing-peoples-lives-this-project-explores-how-it
[11] https://rockymountainwild.org/eawr
[9] https://zenodo.org/record/5653454#.YYuAtb1Bx8Y
[9] https://www.timeshighereducation.com/news/citizen-science-makes-breakthrough-post-pandemic
[9] https://www.inaturalist.org/projects/great-southern-bioblitz-2021-umbrella

Top URLs in Tweet in G1:
[12] https://citizenscience.org.au/citscioz21/
[9] https://www.inaturalist.org/projects/great-southern-bioblitz-2021-umbrella
[3] https://www.inaturalist.org/observations/6456355
[2] https://citizenscience.org.au/2021/09/16/call-for-nominations-acsa-mc/
[2] https://citizenscience.org.au/ala-project-finder/
[2] https://twitter.com/CitSci_Geek/status/1453878174958325766
[2] https://ilona-andrews.com/2021/erins-nanowrimo-part-1
[2] https://greatsouthernbiobl.wixsite.com/website/how-to-participate
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264891
[2] https://www.cottoninfo.com.au/soilyourundies

Top URLs in Tweet in G2:
[41] https://zenodo.org/record/5026192
[8] https://www.stemeducationhub.co.uk/citizen-science-11-questions-and-answers-on-how-to-implement-science-projects-at-schools/
[8] https://cstrack.eu/reports/who-takes-part-in-citizen-science-projects-why/
[8] https://zenodo.org/record/5653454#.YYuAtb1Bx8Y
[8] https://conferences.au.dk/citsci2022/
[6] https://hopin.com/events/the-future-of-citizen-science-sharing-experiences-from-the-european-community
[6] https://theconversation.com/amp/from-counting-birds-to-speaking-out-how-citizen-science-leads-us-to-ask-crucial-questions-166673
[6] https://www.youtube.com/channel/UChs2wTR_nMFTCLYdmXMWOMQ
[6] https://cstrack.eu/events/analyzing-citizen-science-projects-using-web-based-tools/
[5] https://rri-tools.eu/-/contours-of-citizen-science-a-vignette-study

Top URLs in Tweet in G3:
[8] https://www.timeshighereducation.com/news/citizen-science-makes-breakthrough-post-pandemic
[8] https://www.discovermagazine.com/the-sciences/citizen-science-is-changing-peoples-lives-this-project-explores-how-it
[3] https://scistarter.org/podcast?utm_campaign=SciStTW&utm_medium=Social&utm_source=Twitter
[2] https://scistarter.org/make-your-citizen-science-project-count-strategies?utm_campaign=SciStFB&utm_medium=Social&utm_source=Facebook
[2] https://blog.scistarter.org/2020/05/how-counting-caterpillars-can-help-scientists-understand-climate-change/
[2] https://scistarter.org/training
[2] https://fishfocus.co.uk/ground-breaking-primary-school-citizen-science-project-in-glasgow/
[2] https://theconversation.com/from-counting-birds-to-speaking-out-how-citizen-science-leads-us-to-ask-crucial-questions-166673
[1] https://docs.google.com/forms/d/e/1FAIpQLSemtPau3-YmOEP1hILzEZsYp12zAnMHxLGwtaCM3_xnYKIUZw/viewform?pli=1
[1] https://blog.scistarter.org/2020/10/is-rainwater-safe-to-drink-runoff-collected-by-volunteers-offers-clues/?utm_campaign=SciStTW&utm_medium=Social&utm_source=Twitter

Top URLs in Tweet in G4:
[2] https://www.nasa.gov/feature/citizen-scientists-discover-two-gaseous-planets-around-a-bright-sun-like-star
[2] https://www.inaturalist.org/observations/58089790
[2] https://joegardener.com/podcast/monarch-rx-prescription-healthier-butterflies/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://povesham.wordpress.com/2020/11/25/csa-law-and-policy-group-the-aarhus-convention-and-citizen-science/
[1] http://crowdthetap.org/ambassador/
[1] https://jobs.agu.org/jobs
[1] https://citizenscience-org.zoom.us/webinar/register/WN_BTYIZLESTxK9TCHdSyGRIA
[1] https://www.homeriverbioblitz.org/hrb2021/
[1] https://www.epa.gov/beach-tech/sanitary-surveys-recreational-waters
[1] https://www.spotteron.net/apps/global-community-science-projects/pilzfinder

Top URLs in Tweet in G5:
[1] https://twitter.com/daisyduke92/status/1444967798992683010
[1] https://bou.org.uk/event/citizen-science-and-birds-bouasm22/
[1] https://twitter.com/ibis_journal/status/1463565080860119043
[1] https://www.development.ox.ac.uk/penguins
[1] https://dandelion.scot/opportunities
[1] https://twitter.com/jncc_uk/status/1458796471575367683
[1] https://twitter.com/i/web/status/1447474816295047171

Top URLs in Tweet in G6:
[5] https://citsci-india.org/
[4] https://citsci-india.org/registration/
[2] https://citsci.in/
[1] https://sciencenextdoorcom.wordpress.com/2021/11/25/lives-of-black-kites-in-urban-sites/
[1] https://twitter.com/i/web/status/1432931747084132357
[1] https://twitter.com/DrPetra/status/1442055571402801162
[1] https://www.youtube.com/channel/UCdudc8B0NmAzy2WoWKC5TPw
[1] https://twitter.com/i/web/status/1436966631846998019
[1] https://www.youtube.com/watch?v=oMl5kfYWWEM&feature=youtu.be

[1] https://twitter.com/alwrites/status/1441385743679590408

Top URLs in Tweet in G7:
[9] https://www.spotteron.net/blog-and-news/celebrating-participation-in-citizenscience-collectible-cards-for-citscioz21
[7] https://www.spotteron.net/
[6] https://www.spotteron.net/apps
[2] https://www.spotteron.net/citizen-science-app-features
[2] https://www.spotteron.net/about/how-it-works
[2] https://www.spotteron.net/blog-and-news/the-science-of-citizen-science-book-has-been-published-free-ebook
[2] https://www.spotteron.net
[2] https://twitter.com/GlasgowSciFest/status/1432961458585935872
[2] https://www.gla.ac.uk/events/sciencefestival/gsf2021/sots/citsci/spotabee/
[1] https://twitter.com/i/web/status/1463039920843415554

Top URLs in Tweet in G8:
[7] https://coeso.hypotheses.org/about/advisory-board
[1] https://twitter.com/i/web/status/1438027345089212420
[1] https://twitter.com/i/web/status/1447449416697274375
[1] https://coeso.hypotheses.org/533
[1] https://twitter.com/i/web/status/1462722568822083588
[1] https://zenodo.org/record/5141875
[1] https://zenodo.org/record/5599007
[1] https://coeso.hypotheses.org/566
[1] https://twitter.com/EUCitSciProject/status/1460892212862992393
[1] https://coeso.hypotheses.org/483

Top URLs in Tweet in G9:
[2] https://www.greatkererucount.nz/
[1] https://www.sciencelearn.org.nz/citizen_science
[1] https://twitter.com/i/web/status/1437163357123985413
[1] https://twitter.com/i/web/status/1438265368825499648
[1] https://twitter.com/CityAklccrg/status/1439019082871758854
[1] https://twitter.com/i/web/status/1440105493737918464
[1] https://www.sciencelearn.org.nz/events/1971-aotearoa-lakes-q-amp-a
[1] https://www.sciencelearn.org.nz/events/1854-the-great-kereru-count-2021
[1] https://www.sciencelearn.org.nz/events/1988-great-southern-bioblitz
[1] https://www.sciencelearn.org.nz/resources/2729-light-detectives-case-study

Top URLs in Tweet in G10:
[2] https://www.vbib.net/vbib21-programm/programmdetail/vbib21-speakers-corner-1/
[1] https://twitter.com/dbmbochum/status/1461356427239313429
[1] https://twitter.com/TUDarmstadt/status/1422831845587181574
[1] https://twitter.com/wissimdialog/status/1445379398027329536
[1] https://twitter.com/msiemund/status/1463611648950902795
[1] https://twitter.com/dhd2022/status/1455131901031813120
[1] https://twitter.com/i/web/status/1433899402540863495
[1] https://twitter.com/awhamburg/status/1451094378085240832
[1] https://twitter.com/chnunn/status/1446006166652325890

Top Domains
Top Domains in Tweet in Entire Graph:
[254] twitter.com
[54] zenodo.org
[50] inaturalist.org
[42] cstrack.eu
[42] spotteron.net
[37] org.au
[29] t.co
[25] scistarter.org
[24] youtube.com
[21] citsci-india.org

Top Domains in Tweet in G1:
[70] twitter.com
[31] org.au
[23] inaturalist.org
[14] com.au
[5] net.au
[5] youtube.com
[4] google.com
[3] wixsite.com
[2] ilona-andrews.com
[2] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[75] twitter.com
[49] zenodo.org
[42] cstrack.eu
[12] actionproject.eu
[10] rri-tools.eu
[9] youtube.com
[8] co.uk
[8] scistarter.org
[8] time4cs.eu
[8] au.dk

Top Domains in Tweet in G3:
[17] scistarter.org
[10] twitter.com
[8] timeshighereducation.com
[8] discovermagazine.com
[2] co.uk
[2] theconversation.com
[1] google.com
[1] treehugger.com
[1] sciencemag.org
[1] org.uk

Top Domains in Tweet in G4:
[8] twitter.com
[5] nasa.gov
[2] org.au
[2] sciencegateways.org
[2] citsci.org
[2] inaturalist.org
[2] youtube.com
[2] joegardener.com
[1] wordpress.com
[1] crowdthetap.org

Top Domains in Tweet in G5:
[4] twitter.com
[1] org.uk
[1] ac.uk
[1] dandelion.scot

Top Domains in Tweet in G6:
[11] citsci-india.org
[6] twitter.com
[2] youtube.com
[2] citsci.in
[1] wordpress.com

Top Domains in Tweet in G7:
[41] spotteron.net
[11] twitter.com
[4] ac.uk
[1] spotteron.com

Top Domains in Tweet in G8:
[12] hypotheses.org
[4] twitter.com
[4] zenodo.org
[1] crimhalt.org
[1] cnrs.fr
[1] uphf.fr
[1] sciencespo.fr
[1] zero.ong

Top Domains in Tweet in G9:
[7] org.nz
[6] twitter.com
[3] greatkererucount.nz
[1] hcinst.org
[1] youtube.com
[1] tiktok.com

Top Domains in Tweet in G10:
[8] twitter.com
[2] vbib.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1242] citizenscience
[1064] citsci
[218] citscioz21
[94] futureofcs2021
[94] coeso
[88] sdgs
[77] h2020
[67] tnmcorps
[63] openscience
[44] gis



Top Hashtags in Tweet in G1:
[346] citizenscience
[201] citscioz21
[104] citsci
[40] primarystemchat
[29] gsb2021
[27] biodiversity
[23] nature
[21] tech
[21] wildlife
[21] conservation

Top Hashtags in Tweet in G2:
[492] citizenscience
[437] citsci
[92] futureofcs2021
[83] sdgs
[77] h2020
[55] openscience
[41] rri
[23] horizon2020
[20] opendata
[16] citieshealtheu

Top Hashtags in Tweet in G3:
[73] citsci
[39] citizenscience
[12] communityscience
[8] ms
[8] hs
[7] globalcitizens
[6] stem
[6] edchat
[5] science
[5] undergrad

Top Hashtags in Tweet in G4:
[47] citizenscience
[11] motivationmonday
[8] publichealth
[8] prevention
[7] spotlightthursday
[5] ehs
[4] nasa
[3] monarchbutterflies
[3] podcast
[3] students

Top Hashtags in Tweet in G5:
[54] citsci
[40] puffineers
[36] puffarazzi
[11] penguinologist
[11] penguin
[11] vsas
[9] naureofscotland
[9] seabirds
[5] wsc3
[5] ornithology

Top Hashtags in Tweet in G6:
[19] citizenscience
[14] citsciindia2021
[13] seasonwatch
[8] citsci
[8] series
[8] native
[8] exotic
[8] invasive
[8] nativetrees
[7] citizenscientists

Top Hashtags in Tweet in G7:
[97] citizenscience
[70] citsci
[15] citscioz21
[12] scienceonthesofa
[5] phenology
[5] citizenscientist
[5] science
[5] bees
[4] biodiversity
[3] openaccess

Top Hashtags in Tweet in G8:
[87] coeso
[52] citizenscience
[40] citsci
[24] researchimpacteu
[21] socialsciences
[20] opencall
[19] humanties
[18] ssh
[11] citizenscientist
[10] communityscience

Top Hashtags in Tweet in G9:
[45] citsci
[18] birdwatching
[7] citizenscience
[6] stemeducation
[5] gkc2021
[3] greatkererucount
[2] stallcatchers
[2] alzheimers
[1] scichatnz
[1] crowdbot

Top Hashtags in Tweet in G10:
[14] citsci
[11] citizenscience
[7] vbib21
[7] liebesbriefe
[5] liebesbriefarchiv
[5] grussundkuss
[5] digitalhumanities
[5] ai
[5] ml
[4] grußundkuss

Top Words
Top Words in Tweet in Entire Graph:
[1242] #citizenscience
[1064] #citsci
[642] citizen
[574] science
[415] project
[394] projects
[333] more
[299] citscioz
[295] cstrackproject
[280] action4cs

Top Words in Tweet in G1:
[346] #citizenscience
[258] citscioz
[201] #citscioz21
[131] citsci_geek
[117] project
[104] #citsci
[101] gsbioblitz
[82] great
[75] inaturalist
[66] science

Top Words in Tweet in G2:
[492] #citizenscience
[437] #citsci
[361] citizen
[298] science
[279] cstrackproject
[271] action4cs
[217] projects
[175] read
[166] eucitsciproject
[145] full

Top Words in Tweet in G3:
[73] #citsci
[42] scistarter
[39] #citizenscience
[26] science
[24] citizen
[24] project
[20] coopsciscoop
[17] sciquest
[15] scientists
[15] help

Top Words in Tweet in G4:
[50] citizen
[49] science
[47] #citizenscience
[42] citsci
[33] pc
[26] check
[15] project
[13] looking
[12] co
[11] #motivationmonday

Top Words in Tweet in G5:
[54] #citsci
[43] ellingbry
[40] #puffineers
[36] #puffarazzi
[32] rspbscience
[31] well
[31] done
[31] volunteers
[31] help
[31] run

Top Words in Tweet in G6:
[24] citsci
[23] 2021
[23] india
[19] #citizenscience
[18] seasonwatch_in
[17] second
[17] register
[16] talks
[16] over
[15] presentations

Top Words in Tweet in G7:
[107] spotteron
[97] #citizenscience
[70] #citsci
[41] project
[41] apps
[38] platform
[32] app
[30] find
[22] science
[22] celebrating

Top Words in Tweet in G8:
[102] coesoeu
[84] #coeso
[52] #citizenscience
[49] projects
[42] board
[42] read
[40] #citsci
[32] more
[30] members
[24] #researchimpacteu

Top Words in Tweet in G9:
[66] great
[50] kererū
[47] count
[45] #citsci
[32] project
[30] nzsciencelearn
[21] last
[19] nz
[19] biggest
[19] help

Top Words in Tweet in G10:
[37] lbriefarchiv
[23] digitale
[23] heute
[22] geben
[18] veranstaltung
[18] rappandrea
[17] wochen
[17] weit
[17] erste
[17] wyss_el

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[457] citizen,science
[207] #citizenscience,#citsci
[144] read,full
[121] #citsci,#citizenscience
[119] science,projects
[109] learn,more
[107] citizen,scientists
[100] #citsci,project
[97] full,whitepaper
[66] whitepaper,learn

Top Word Pairs in Tweet in G1:
[34] southern,bioblitz
[30] citizen,science
[25] great,southern
[24] #citizenscience,project
[22] let's,talk
[21] citscioz,citsci_geek
[21] talk,#tech
[21] #tech,#wildlife
[21] #wildlife,#nature
[21] #nature,#conservation

Top Word Pairs in Tweet in G2:
[259] citizen,science
[160] #citizenscience,#citsci
[141] read,full
[95] full,whitepaper
[87] science,projects
[75] citizen,scientists
[73] learn,more
[64] whitepaper,learn
[59] #citsci,#citizenscience
[53] part,citizen

Top Word Pairs in Tweet in G3:
[19] citizen,science
[11] check,#citsci
[11] #citsci,project
[10] project,led
[10] led,ncstatecnr
[10] ncstatecnr,publicsci_ncsu
[10] publicsci_ncsu,ncstate_fer
[10] ncstate_fer,bradleyallf
[10] bradleyallf,called
[10] called,sciquest

Top Word Pairs in Tweet in G4:
[40] citizen,science
[8] wondered,power
[8] power,#citizenscience
[8] #citizenscience,contribute
[8] contribute,#publichealth
[8] #publichealth,#prevention
[8] #prevention,check
[7] consider,applying
[7] leahmarksy,wondered
[7] check,explai

Top Word Pairs in Tweet in G5:
[31] well,done
[31] done,rspbscience
[31] rspbscience,#puffineers
[31] #puffineers,#citsci
[31] #citsci,volunteers
[31] volunteers,help
[31] help,run
[31] run,#puffarazzi
[31] #puffarazzi,nominated
[30] ellingbry,well

Top Word Pairs in Tweet in G6:
[22] citsci,india
[20] india,2021
[14] 2021,back
[14] back,second
[14] second,year
[14] year,four
[14] four,keynote
[14] keynote,talks
[14] talks,two
[14] two,open

Top Word Pairs in Tweet in G7:
[23] #citsci,project
[23] spotteron,platform
[21] #citizenscience,apps
[17] spotteron,#citizenscience
[14] running,spotteron
[13] #citsci,app
[11] celebrating,#citizenscience
[10] citizen,science
[10] citizen,scientist
[9] #citizenscience,platform

Top Word Pairs in Tweet in G8:
[28] read,more
[21] welcome,#coeso
[21] #coeso,advisory
[21] advisory,board
[21] board,members
[21] members,website
[20] #citizenscience,projects
[20] coesoeu,#coeso
[19] coming,nov
[19] nov,30th

Top Word Pairs in Tweet in G9:
[47] great,kererū
[47] kererū,count
[27] #citsci,project
[19] count,nz
[19] nz,biggest
[19] biggest,#citsci
[19] project,help
[19] help,gather
[16] gather,information
[16] information,abundance

Top Word Pairs in Tweet in G10:
[17] heute,wochen
[17] wochen,weit
[17] weit,erste
[17] erste,digitale
[17] digitale,veranstaltung
[17] veranstaltung,rappandrea
[17] rappandrea,wyss_el
[17] wyss_el,geben
[17] geben,einblick
[16] lbriefarchiv,heute

Top Replied-To
Top Replied-To in Entire Graph:
@citsci_geek
@mrsfint
@gsbioblitz
@stephen_fricker
@siobhanleachman
@citscioz
@aniruddha9735
@hugepossum
@fimorrison2
@yaelago1

Top Replied-To in G1:
@citsci_geek
@mrsfint
@stephen_fricker
@gsbioblitz
@siobhanleachman
@citscioz
@fimorrison2
@hugepossum
@yaelago1
@imerinet

Top Replied-To in G2:
@eucitsciproject
@eucitsci
@s_voigtheucke
@mitforschen
@kleines283
@nhm_citsci
@tcddublin
@homebioblitz
@ignovi
@gefiont

Top Replied-To in G3:
@dsfeld
@a_paranjpye

Top Replied-To in G4:
@iseaorg
@citsci_geek
@foufoutosminix
@citsci
@sharma10_jai
@lsklearning
@ukcares1
@bradcosentino
@greenfirehvac
@brad_marston

Top Replied-To in G6:
@indiaves
@emaya_kannama

Top Replied-To in G10:
@fuzzyleapfrog

Top Mentioned
Top Mentioned in Entire Graph:
@cstrackproject
@citscioz
@action4cs
@eucitsciproject
@spotteron
@coesoeu
@citsci_geek
@gsbioblitz
@citieshealtheu
@inaturalist

Top Mentioned in G1:
@citscioz
@gsbioblitz
@citsci_geek
@lbdscience
@inaturalist
@jessieloliver
@hugepossum
@atlaslivingaust
@costasgarden
@yaelago1

Top Mentioned in G2:
@cstrackproject
@action4cs
@eucitsciproject
@citieshealtheu
@eucitsci
@time4cs
@rritools
@esimperl
@citsciassoc
@tauginiene

Top Mentioned in G3:
@scistarter
@coopsciscoop
@publicsci_ncsu
@bradleyallf
@citieshealtheu
@ncstatecnr
@ncstate_fer
@timeshighered
@asucollegeofgf
@discovermag

Top Mentioned in G4:
@citsci
@ukcares1
@leahmarksy
@researchky
@inaturalist
@joegardener
@niehs_peph
@ukyradon
@ukmarkey
@brad_marston

Top Mentioned in G5:
@ellingbry
@rspbscience
@penguin_watch
@theseabirdgroup
@jncc_ukseabirds
@scottishseabird
@dandelionscot
@daisyduke92
@seabird_watch
@natureofscot

Top Mentioned in G6:
@seasonwatch_in
@biodivcollab
@nvgpal79
@firos_ak
@manojkmohan
@3d_india
@inaturalist
@shyamphartyal
@edurafi

Top Mentioned in G7:
@spotteron
@citscioz
@ispotabee
@glasgowscifest
@crowd_water
@earthwatch_aus
@bigcitybirds1
@naturkalender
@sydney_uni
@_citizenscience

Top Mentioned in G8:
@coesoeu
@operaseu
@tizianalombardo
@selasia
@lucadex
@tripleeu
@action4cs
@giulio
@scporesearch
@zeroasts

Top Mentioned in G9:
@nzsciencelearn
@heidijbenson
@inaturalistnz
@tlri_nz
@activeasteroids
@zooniverse
@the_zooniverse
@aklcouncil
@proj_baseline
@kererudiscovery

Top Mentioned in G10:
@lbriefarchiv
@rappandrea
@wyss_el
@msiemund
@mfnberlin
@missvankuchen
@jim_salmons
@natfriedman
@maier_ak
@jjnoordegraaf

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@john1966olsen
@jfsebastian146
@raivoonet
@sustaintrends
@wwf
@viralvm69
@bettyjo62
@bot_innovation
@eloycam2012

Top Tweeters in G1:
@benjamindstone
@imagine_garden
@may_gun
@l_deweaver
@amcell
@ketanj0
@askgerbil
@abcbrisbane
@sunriseon7
@divebot2

Top Tweeters in G2:
@sustaintrends
@sdreyse
@abcnews
@digitaltrends
@ign
@physorg_com
@b0tsci
@ecology_tweets
@conversationuk
@diversityup

Top Tweeters in G3:
@codewithtwitchi
@leafwarbler
@mmmukalla
@rosario_strano
@timeshighered
@discovermag
@garym
@natgeotravel
@bekinc
@asu

Top Tweeters in G4:
@awgonnerman
@greenfirehvac
@zephyr9673
@astropotamus
@yolandavanveen
@diving_news
@sealifeproject
@unbiodiversity
@tesstea
@walthercancerin

Top Tweeters in G5:
@bettyjo62
@bot_innovation
@klausriede
@theowlbratz
@lancasterjane13
@dannilion
@katharinekite
@stevedudley_
@aldersonjackson
@leconte_

Top Tweeters in G6:
@jfsebastian146
@viralvm69
@jane__eden
@penguingalaxy
@openhousetwts
@sitahyderabadi
@melbourne_7
@nehaa_sinha
@indiaves
@sidagarwal

Top Tweeters in G7:
@raivoonet
@radovanstojano3
@allanmzalendo
@deidami34258310
@alexand54516540
@epronaki
@ebay1975
@narayanmaury
@ulfateh
@plymuni

Top Tweeters in G8:
@steltenpower
@patrickfavrel
@cleanairuk
@pianumaio
@jeroenbosman
@jeroenson
@piotrr70
@academyjobs
@gerardcoen
@msphelps

Top Tweeters in G9:
@john1966olsen
@zaichishka
@birder_katie
@ellieelliott123
@jayson_bryant
@newzealandbirds
@shuaige999
@2footgiraffe
@ladyblueangel7
@edufk

Top Tweeters in G10:
@opensource_orgs
@the404code
@chabis_ch
@fuzzyleapfrog
@v_i_o_l_a
@fdmhildesheim
@digtalhumanatee
@botlabhd
@msiemund
@natfriedman