citsci, Twitter, 11/13/2021 1:18:29 AM, 266131


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citsci_2021-11-12_17-06-00.xlsx
citsci_2021-11-12_17-06-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 13, 2021
Short Description:
citsci via NodeXL https://bit.ly/3DeDlHx
@citscioz
@citsci_geek
@citieshealtheu
@stemeduhub
@citsci
@nhm_citsci
@scistarter
@cstrackproject
@spotteron
@inaturalist

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

Description:
Description
The graph represents a network of 1,838 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, 13 November 2021 at 01:11 UTC.

The requested start date was Saturday, 13 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 72-day, 0-hour, 0-minute period from Wednesday, 01 September 2021 at 00:00 UTC to Friday, 12 November 2021 at 00:00 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 : 1838
Unique Edges : 2330
Edges With Duplicates : 5380
Total Edges : 7710
Number of Edge Types : 5
Retweet : 1785
MentionsInRetweet : 3051
Replies to : 217
Mentions : 2316
Tweet : 341
Self-Loops : 363
Reciprocated Vertex Pair Ratio : 0.0821040912886168
Reciprocated Edge Ratio : 0.151748971193416
Connected Components : 53
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 1631
Maximum Edges in a Connected Component : 7329
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.544475
Graph Density : 0.00115152028517897
Modularity : 0.393685
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,838 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, 13 November 2021 at 01:11 UTC.

The requested start date was Saturday, 13 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 72-day, 0-hour, 0-minute period from Wednesday, 01 September 2021 at 00:00 UTC to Friday, 12 November 2021 at 00:00 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:
[34] https://zenodo.org/record/5026192
[20] https://t.co/hrUgBiqi2J
[20] https://www.inaturalist.org/projects/map-the-mistletoe-in-south-london
[13] https://citizenscience.org.au/citscioz21/
[11] https://www.discovermagazine.com/the-sciences/citizen-science-is-changing-peoples-lives-this-project-explores-how-it
[10] http://citsci.geog.mcgill.ca/en/users/sign_in
[9] https://rockymountainwild.org/eawr
[9] https://conferences.au.dk/citsci2022/
[9] https://www.spotteron.net/blog-and-news/celebrating-participation-in-citizenscience-collectible-cards-for-citscioz21
[8] https://www.stemeducationhub.co.uk/citizen-science-11-questions-and-answers-on-how-to-implement-science-projects-at-schools/

Top URLs in Tweet in G1:
[12] https://citizenscience.org.au/citscioz21/
[8] 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:
[34] https://zenodo.org/record/5026192
[10] https://www.discovermagazine.com/the-sciences/citizen-science-is-changing-peoples-lives-this-project-explores-how-it
[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://conferences.au.dk/citsci2022/
[7] https://blog.scistarter.org/2020/05/how-counting-caterpillars-can-help-scientists-understand-climate-change/
[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
[5] https://www.treehugger.com/what-is-citizen-science-history-practices-and-impact-5189634
[5] https://www.nationalgeographic.com/family/article/how-to-raise-a-volunteer-scientist

Top URLs in Tweet in G3:
[4] https://citsci.org/
[2] https://www.thehindu.com/todays-paper/tp-national/tp-karnataka/biodiversity-marathon-on-nov-1/article19943257.ece
[1] https://un-spbf.org/event/un-spbf-integrated-solution-fornature/#1614150784423-b9139fff-ad98
[1] https://un-spbf.org/
[1] https://un-spbf.org/register/
[1] https://twitter.com/i/web/status/1443851502905270276
[1] https://onlinelibrary.wiley.com/doi/10.1111/ele.13889
[1] https://twitter.com/belitzmw/status/1448013682265321473
[1] https://biss.pensoft.net/article/75666/
[1] https://biss.pensoft.net/article/74374/

Top URLs in Tweet in G4:
[20] https://www.inaturalist.org/projects/map-the-mistletoe-in-south-london
[2] https://www.inaturalist.org/projects/fat-spider-fortnight
[1] https://twitter.com/i/web/status/1437818435317161984
[1] https://www.mcsuk.org/what-you-can-do/volunteering/big-seaweed-search/
[1] https://www.islemartin.org/isle-martin-seaweed-festival-how-to-attend
[1] https://www.nhm.ac.uk/content/dam/nhmwww/our-science/our-work/science-society-skills/amc21001-learn-citi-sci-guide-web.pdf
[1] https://twitter.com/kleines283/status/1442489434117603332
[1] https://www.inaturalist.org/
[1] https://twitter.com/NHM_Library/status/1455182338082680843

Top URLs in Tweet in G5:
[2] https://www.nasa.gov/feature/citizen-scientists-discover-two-gaseous-planets-around-a-bright-sun-like-star
[2] https://joegardener.com/podcast/monarch-rx-prescription-healthier-butterflies/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.youtube.com/watch?v=G2oen07wKKE&feature=youtu.be

[1] https://libereurope.eu/mec-events/citizen-science-two-institutional-viewpoints-from-the-uk-and-denmark/
[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 G6:
[1] https://twitter.com/i/web/status/1438307561191604225
[1] https://insectinvestigators.com.au/apply-schools/
[1] https://twitter.com/i/web/status/1438314209868140545
[1] https://www.frogid.net.au/
[1] https://twitter.com/CitSci_Geek/status/1456079341687767040
[1] https://wakelet.com/wake/u7QCPIjClv-BPnBlfK28b
[1] https://twitter.com/rachaellehr/status/1391532996453310464
[1] https://twitter.com/MonashEducation/status/1250347882542256128
[1] https://www.podbean.com/ew/pb-5zur9-10fca03
[1] https://wakelet.com/wake/Y7rA3AWHMsmdwVcLTiNnr

Top URLs in Tweet in G7:
[5] https://citsci-india.org/
[4] https://citsci-india.org/registration/
[2] https://citsci.in/
[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
[1] https://citsci-india.org/public-sessions/
[1] https://twitter.com/i/web/status/1438858298262900736

Top URLs in Tweet in G8:
[1] https://twitter.com/dhd2022/status/1455131901031813120
[1] https://twitter.com/TUDarmstadt/status/1422831845587181574
[1] https://twitter.com/wissimdialog/status/1445379398027329536
[1] https://twitter.com/awhamburg/status/1451094378085240832
[1] https://twitter.com/i/web/status/1433899402540863495
[1] https://twitter.com/chnunn/status/1446006166652325890
[1] https://twitter.com/jim_salmons/status/1446592320527208451
[1] https://publicdh.hypotheses.org/269
[1] https://twitter.com/i/web/status/1437522725594140673
[1] https://smh.blogs.uni-hamburg.de/werde-teil-unseres-dabeirats/

Top URLs in Tweet in G9:
[9] https://www.spotteron.net/blog-and-news/celebrating-participation-in-citizenscience-collectible-cards-for-citscioz21
[6] https://www.spotteron.net/apps
[4] https://www.spotteron.net/
[2] https://www.spotteron.net/citizen-science-app-features
[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://www.spotteron.net/apps/regional-community-science-projects/big-city-birds
[1] https://www.spotteron.com/

Top URLs in Tweet in G10:
[2] https://www.greatkererucount.nz/
[1] https://blog.hcinst.org/meet-the-bot-authors-roman-solovyev-and-his-bot-zfturbo/
[1] https://www.youtube.com/watch?v=_-92D9N1u7k&feature=youtu.be

[1] https://www.sciencelearn.org.nz/events/1966-five-years-of-stall-catchers
[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

Top Domains
Top Domains in Tweet in Entire Graph:
[225] twitter.com
[49] inaturalist.org
[39] zenodo.org
[37] spotteron.net
[36] org.au
[36] cstrack.eu
[24] youtube.com
[23] scistarter.org
[21] t.co
[21] citsci-india.org

Top Domains in Tweet in G1:
[62] twitter.com
[30] org.au
[22] inaturalist.org
[12] com.au
[5] youtube.com
[3] wixsite.com
[3] google.com
[2] ilona-andrews.com
[2] nodexlgraphgallery.org
[2] net.au

Top Domains in Tweet in G2:
[68] twitter.com
[36] cstrack.eu
[35] zenodo.org
[23] scistarter.org
[11] discovermagazine.com
[10] co.uk
[10] rri-tools.eu
[9] youtube.com
[8] actionproject.eu
[8] theconversation.com

Top Domains in Tweet in G3:
[4] citsci.org
[3] un-spbf.org
[2] twitter.com
[2] thehindu.com
[2] pensoft.net
[2] inaturalist.org
[1] wiley.com

Top Domains in Tweet in G4:
[23] inaturalist.org
[3] twitter.com
[1] mcsuk.org
[1] islemartin.org
[1] ac.uk

Top Domains in Tweet in G5:
[7] twitter.com
[3] nasa.gov
[2] youtube.com
[2] org.au
[2] sciencegateways.org
[2] citsci.org
[2] joegardener.com
[1] libereurope.eu
[1] crowdthetap.org
[1] agu.org

Top Domains in Tweet in G6:
[5] twitter.com
[2] com.au
[2] wakelet.com
[1] net.au
[1] podbean.com
[1] things.it

Top Domains in Tweet in G7:
[11] citsci-india.org
[6] twitter.com
[2] youtube.com
[2] citsci.in

Top Domains in Tweet in G8:
[8] twitter.com
[1] hypotheses.org
[1] uni-hamburg.de

Top Domains in Tweet in G9:
[36] spotteron.net
[10] twitter.com
[4] ac.uk
[1] spotteron.com

Top Domains in Tweet in G10:
[7] org.nz
[6] twitter.com
[3] greatkererucount.nz
[1] hcinst.org
[1] youtube.com
[1] tiktok.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[956] citizenscience
[798] citsci
[214] citscioz21
[86] coeso
[68] sdgs
[63] h2020
[53] tnmcorps
[49] openscience
[40] primarystemchat
[40] biodiversity



Top Hashtags in Tweet in G1:
[326] citizenscience
[197] citscioz21
[86] citsci
[28] gsb2021
[25] biodiversity
[24] primarystemchat
[23] nature
[21] tech
[21] wildlife
[21] conservation

Top Hashtags in Tweet in G2:
[341] citsci
[337] citizenscience
[63] sdgs
[63] h2020
[42] openscience
[36] rri
[19] horizon2020
[15] opendata
[15] newsera
[12] cs

Top Hashtags in Tweet in G3:
[14] citsci
[11] citizenscience
[8] inaturalist
[4] apunspbf
[3] tdwg2021
[2] biodiversity
[2] bangalore
[1] citizenscientists
[1] register
[1] citsciindia

Top Hashtags in Tweet in G4:
[20] london
[8] citsci
[7] fatspiderfortnight
[5] seaweed
[1] listentotheocean
[1] climatechange
[1] bigseaweedsearch
[1] seatember
[1] naaee2021
[1] botany

Top Hashtags in Tweet in G5:
[39] citizenscience
[9] motivationmonday
[7] publichealth
[7] prevention
[6] spotlightthursday
[5] ehs
[3] monarchbutterflies
[3] podcast
[3] students
[3] globalhealth

Top Hashtags in Tweet in G6:
[16] primarystemchat
[4] citsci
[2] entomology
[2] stemnnature
[2] stemintheworld
[2] citizenscience
[2] aussieed
[2] wakelet
[1] insectinvestigators
[1] science

Top Hashtags in Tweet in G7:
[17] citizenscience
[14] citsciindia2021
[11] seasonwatch
[8] series
[8] native
[8] exotic
[8] invasive
[8] nativetrees
[6] citizenscientists
[6] citsciindia

Top Hashtags in Tweet in G8:
[17] dabeirat
[12] citsci
[10] citizenscience
[6] digitalhumanities
[6] ai
[6] ml
[5] liebesbriefe
[5] grussundkuss
[4] liebesbriefarchiv
[4] dh

Top Hashtags in Tweet in G9:
[83] citizenscience
[58] citsci
[15] citscioz21
[12] scienceonthesofa
[5] phenology
[5] citizenscientist
[5] bees
[4] science
[4] biodiversity
[3] openaccess

Top Hashtags in Tweet in G10:
[45] citsci
[18] birdwatching
[7] citizenscience
[6] stemeducation
[5] gkc2021
[3] greatkererucount
[2] stallcatchers
[2] alzheimers
[1] crowdbot
[1] machinelearning

Top Words
Top Words in Tweet in Entire Graph:
[956] #citizenscience
[797] #citsci
[509] citizen
[459] science
[345] project
[289] citscioz
[283] projects
[275] more
[214] #citscioz21
[212] help

Top Words in Tweet in G1:
[326] #citizenscience
[251] citscioz
[197] #citscioz21
[114] citsci_geek
[102] project
[96] gsbioblitz
[86] #citsci
[78] great
[71] inaturalist
[62] science

Top Words in Tweet in G2:
[340] #citsci
[337] #citizenscience
[287] citizen
[235] science
[196] cstrackproject
[172] projects
[148] read
[140] action4cs
[119] full
[105] learn

Top Words in Tweet in G3:
[17] vijaybarve
[14] #citsci
[14] observations
[13] citsciasia
[13] great
[12] aniruddha9735
[11] #citizenscience
[10] nhm_citsci
[10] inaturalist
[10] gbif

Top Words in Tweet in G4:
[26] slbotanicalinst
[25] share
[23] pics
[21] project
[21] starting
[21] mistletoe
[20] bsbibotany
[20] help
[20] map
[20] south

Top Words in Tweet in G5:
[44] citizen
[44] science
[40] citsci
[39] #citizenscience
[27] pc
[23] check
[15] project
[10] looking
[10] conference
[9] co

Top Words in Tweet in G6:
[19] schools
[17] investigators
[17] remote
[16] insectinvestig8
[16] #primarystemchat
[14] regional
[13] looking
[11] week
[11] 50
[9] getting

Top Words in Tweet in G7:
[24] citsci
[23] india
[23] 2021
[17] seasonwatch_in
[17] #citizenscience
[17] register
[17] second
[16] talks
[16] over
[15] presentations

Top Words in Tweet in G8:
[28] die
[26] heute
[17] aufgepasst
[17] endet
[17] bewerbungsfrist
[17] fã
[17] #dabeirat
[17] mã
[17] chtest
[17] teil

Top Words in Tweet in G9:
[86] spotteron
[83] #citizenscience
[58] #citsci
[33] project
[33] apps
[29] platform
[28] app
[27] find
[22] celebrating
[20] science

Top Words in Tweet in G10:
[66] great
[50] kererū
[47] count
[45] #citsci
[30] project
[28] nzsciencelearn
[21] last
[19] nz
[19] biggest
[19] help

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[352] citizen,science
[121] #citizenscience,#citsci
[117] read,full
[101] science,projects
[92] citizen,scientists
[91] #citsci,#citizenscience
[89] learn,more
[87] #citsci,project
[79] full,whitepaper
[54] whitepaper,learn

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

Top Word Pairs in Tweet in G2:
[200] citizen,science
[115] read,full
[86] #citizenscience,#citsci
[78] full,whitepaper
[71] science,projects
[64] citizen,scientists
[57] learn,more
[53] whitepaper,learn
[45] projects,read
[43] part,citizen

Top Word Pairs in Tweet in G3:
[9] diversityindia,chathurijayati1
[9] chathurijayati1,tiwane
[9] tiwane,gbif
[9] gbif,citsciasia
[9] citsciasia,nhm_citsci
[8] completed,uploading
[8] uploading,15000
[8] 15000,observations
[8] observations,#inaturalist
[8] #inaturalist,happy

Top Word Pairs in Tweet in G4:
[21] share,pics
[20] help,map
[20] map,mistletoe
[20] mistletoe,south
[20] south,#london
[20] #london,project
[20] project,starting
[20] starting,tomorrow
[20] tomorrow,share
[19] slbotanicalinst,help

Top Word Pairs in Tweet in G5:
[35] citizen,science
[7] wondered,power
[7] power,#citizenscience
[7] #citizenscience,contribute
[7] contribute,#publichealth
[7] #publichealth,#prevention
[7] #prevention,check
[6] leahmarksy,wondered
[6] check,explai
[5] consider,applying

Top Word Pairs in Tweet in G6:
[12] regional,remote
[10] looking,50
[9] investigators,getting
[9] getting,ready
[9] ready,launch
[9] launch,next
[9] next,week
[9] week,ll
[9] ll,looking
[9] 50,schools

Top Word Pairs in Tweet in G7:
[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 G8:
[17] aufgepasst,heute
[17] heute,endet
[17] endet,die
[17] die,bewerbungsfrist
[17] bewerbungsfrist,fã
[17] fã,#dabeirat
[17] #dabeirat,mã
[17] mã,chtest
[17] chtest,teil
[17] teil,forschungsprojekts

Top Word Pairs in Tweet in G9:
[17] spotteron,platform
[16] #citsci,project
[16] #citizenscience,apps
[15] spotteron,#citizenscience
[12] running,spotteron
[11] #citsci,app
[11] celebrating,#citizenscience
[10] citizen,scientist
[9] #citizenscience,card
[9] app,find

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@citsci_geek
@mrsfint
@gsbioblitz
@siobhanleachman
@citscioz
@stephen_fricker
@aniruddha9735
@hugepossum
@yaelago1
@fimorrison2

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

Top Replied-To in G2:
@kleines283
@mitforschen
@anett77richter
@nsta
@eucitsci
@eucitsciproject
@spotteron
@_citizenscience
@csaustria

Top Replied-To in G3:
@aniruddha9735
@itcountsapp
@learn_citsci
@globeprogram
@citscimonth
@noorsultan06
@carrieseltzer
@john_starmer

Top Replied-To in G4:
@phylofacts
@slbotanicalinst
@nhm_citsci
@jajxcpa
@ukmenssheds
@naturelark
@sjb2010

Top Replied-To in G5:
@citsci
@sharma10_jai
@lsklearning
@ukcares1
@bradcosentino
@greenfirehvac
@brad_marston
@natureasmeasure

Top Replied-To in G6:
@mrsfint
@citsci_geek
@wheatlandkim
@deb_k_alex
@primarystemchat
@stemedmagazine
@fimorrison2
@imerinet

Top Replied-To in G7:
@emaya_kannama

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

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

Top Mentioned in G2:
@cstrackproject
@action4cs
@citieshealtheu
@eucitsciproject
@eucitsci
@scistarter
@time4cs
@citsciassoc
@citscioz
@tauginiene

Top Mentioned in G3:
@vijaybarve
@citsciasia
@nhm_citsci
@inaturalist
@gbif
@diversityindia
@chathurijayati1
@tiwane
@aniruddha9735
@mosquito_alert

Top Mentioned in G4:
@slbotanicalinst
@bsbibotany
@nhm_citsci
@mcsuk
@nhm_botany
@thorogoodchris
@nhm_science
@wildscotplace
@wildlondon
@lnhsoc

Top Mentioned in G5:
@citsci
@ukcares1
@researchky
@leahmarksy
@joegardener
@niehs_peph
@ukyradon
@ukmarkey
@brad_marston
@humanegardener

Top Mentioned in G6:
@insectinvestig8
@fimorrison2
@citsci_geek
@thestemazingpro
@rachaellehr
@imerinet
@drjoscience
@raffeduteach
@cass_lowry
@marilynfleer

Top Mentioned in G7:
@seasonwatch_in
@biodivcollab
@firos_ak
@nvgpal79
@manojkmohan
@3d_india
@inaturalist
@shyamphartyal
@edurafi

Top Mentioned in G8:
@lbriefarchiv
@socmedhistory
@natfriedman
@maier_ak
@jjnoordegraaf
@frederickaplan
@timemachineeu
@mfnberlin
@missvankuchen
@jim_salmons

Top Mentioned in G9:
@spotteron
@citscioz
@glasgowscifest
@ispotabee
@earthwatch_aus
@crowd_water
@bigcitybirds1
@naturkalender
@sydney_uni
@_citizenscience

Top Mentioned in G10:
@nzsciencelearn
@heidijbenson
@inaturalistnz
@tlri_nz
@activeasteroids
@zooniverse
@stallcatchers
@ageingwellnz
@aklcouncil
@proj_baseline

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@john1966olsen
@jfsebastian146
@sustaintrends
@wwf
@viralvm69
@bettyjo62
@bot_innovation
@eloycam2012
@masterprogram1

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

Top Tweeters in G2:
@sustaintrends
@abcnews
@leafwarbler
@mmmukalla
@digitaltrends
@ign
@chabis_ch
@physorg_com
@rosario_strano
@xrisfg

Top Tweeters in G3:
@drcolintrainor
@lhama666
@vitrinanorte
@fedfigca
@305mosquito
@aruhweza
@shalivahan
@openlittermap
@unep_asiapac
@ivyhannah3

Top Tweeters in G4:
@wwf
@masterprogram1
@bsbibotany
@globalunion3
@nico2lette
@tinawalkslondon
@wildflower_hour
@naturelark
@holidayorganic
@sjrafloat

Top Tweeters in G5:
@awgonnerman
@greenfirehvac
@zephyr9673
@astropotamus
@yolandavanveen
@tesstea
@walthercancerin
@coreload
@passthepistil
@preventivebot

Top Tweeters in G6:
@imagine_garden
@dailystem
@rachaellehr
@krsciencelady
@yeates_mark
@sandnicoll
@jones_ann
@lindamciver
@mareewhiteley
@science4ussays

Top Tweeters in G7:
@jfsebastian146
@viralvm69
@jane__eden
@penguingalaxy
@openhousetwts
@sitahyderabadi
@melbourne_7
@nehaa_sinha
@sidagarwal
@3d_india

Top Tweeters in G8:
@opensource_orgs
@the404code
@fdmhildesheim
@digtalhumanatee
@botlabhd
@luc_jac
@msiemund
@chbunnenberg
@natfriedman
@biblink

Top Tweeters in G9:
@radovanstojano3
@allanmzalendo
@alexand54516540
@epronaki
@ebay1975
@narayanmaury
@ulfateh
@plymuni
@tq0s3uo5e0zqrfo
@bravattid

Top Tweeters in G10:
@john1966olsen
@zaichishka
@birder_katie
@ellieelliott123
@jayson_bryant
@newzealandbirds
@shuaige999
@2footgiraffe
@ladyblueangel7
@edufk


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