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citsci_2021-09-17_17-06-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2021
Short Description:
citsci via NodeXL https://bit.ly/39gwlwD
@citsci_geek
@citieshealtheu
@scistarter
@citsci
@stemeduhub
@nhm_citsci
@citscioz
@coopsciscoop
@gsbioblitz
@mcsuk

Top hashtags:
#citsci
#citizenscience
#sdgs
#biodiversity
#scicomm
#communityscience
#openscience
#tnmcorps

Description:
Description
The graph represents a network of 2,016 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, 18 September 2021 at 00:11 UTC.

The requested start date was Saturday, 18 September 2021 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 78-day, 15-hour, 39-minute period from Thursday, 01 July 2021 at 00:09 UTC to Friday, 17 September 2021 at 15:48 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 : 2016
Unique Edges : 2205
Edges With Duplicates : 5436
Total Edges : 7641
Number of Edge Types : 5
Retweet : 1974
MentionsInRetweet : 3113
Mentions : 2002
Tweet : 362
Replies to : 190
Self-Loops : 377
Reciprocated Vertex Pair Ratio : 0.0710674157303371
Reciprocated Edge Ratio : 0.132703907684238
Connected Components : 60
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 1831
Maximum Edges in a Connected Component : 7312
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.708439
Graph Density : 0.000938644688644689
Modularity : 0.392827
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,016 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, 18 September 2021 at 00:11 UTC.

The requested start date was Saturday, 18 September 2021 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 78-day, 15-hour, 39-minute period from Thursday, 01 July 2021 at 00:09 UTC to Friday, 17 September 2021 at 15:48 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:
[33] https://observer.globe.gov/mosquito-challenge?linkId=125206858
[27] https://phys.org/news/2021-07-key-tool-citizen-science.html
[25] https://8rjae5r2z61.typeform.com/to/Gzb0SRQw
[16] https://t.co/hrUgBiqi2J
[13] https://www.nationalgeographic.com/family/article/how-to-raise-a-volunteer-scientist
[12] https://www.discovermagazine.com/planet-earth/science-projects-for-nature-loving-kids-to-do-outdoors-or-online
[11] https://rockymountainwild.org/eawr
[11] https://www.discovermagazine.com/the-sciences/citizen-science-is-changing-peoples-lives-this-project-explores-how-it
[11] https://science.sciencemag.org/content/372/6549/1386/tab-pdf
[11] http://citsci.geog.mcgill.ca/en/users/sign_in

Top URLs in Tweet in G1:
[12] https://www.nationalgeographic.com/family/article/how-to-raise-a-volunteer-scientist
[9] https://www.discovermagazine.com/planet-earth/science-projects-for-nature-loving-kids-to-do-outdoors-or-online
[9] https://scistarter.org/training
[8] https://www.discovermagazine.com/the-sciences/citizen-science-is-changing-peoples-lives-this-project-explores-how-it
[4] https://www.eventbrite.com.au/e/a-beginners-guide-for-using-inaturalist-tickets-163599036121
[3] https://www.griffithreview.com/articles/power-to-the-people/
[3] https://docs.google.com/forms/d/e/1FAIpQLSfvkgCX4n5SZ-_gG-CYabnMuxyVdy_ciOdFNLkiErTZWgs9ng/viewform
[3] https://www.cbc.ca/news/science/what-on-earth-citizen-science-community-1.6139049
[3] https://observer.globe.gov/mosquito-challenge?linkId=125206858
[3] https://scistarter.org/citizen-science-crowd-the-tap-kickoff-with-carolin

Top URLs in Tweet in G2:
[26] https://phys.org/news/2021-07-key-tool-citizen-science.html
[10] https://cstrack.eu/graphical-article/what-technical-devices-platforms-are-used-most-by-citizen-scientists-in-their-projects/
[7] https://cstrack.eu
[6] https://eu-citizen.science/
[6] https://www.youtube.com/channel/UChs2wTR_nMFTCLYdmXMWOMQ
[6] https://cstrack.eu/reports/citizen-science-projects-in-the-field-of-environmental-epidemiology/
[6] https://cstrack.eu/graphical-article/predominant-research-areas-citizen-science-projects/
[6] https://cstrack.eu/reports/characterising-engagement-in-cs/
[5] https://zenodo.org/record/5026192
[5] https://twitter.com/incentive_eu/status/1430065453951504400

Top URLs in Tweet in G3:
[8] https://citsci-india.org/
[5] https://citsci.in/
[4] https://citsci-india.org/registration/
[2] https://blog.citsci.org/2021/07/19/young-kenyans-aim-to-establish-sustainable-bamboo-agroecological-farming-with-the-help-of-citizen-science/
[2] https://www.epa.gov/beach-tech/sanitary-surveys-recreational-waters
[2] https://vtecostudies.org/wp-content/uploads/2021/08/Dir-of-Science-Communications-2021.pdf
[2] https://citsci-india.org/programme/
[2] https://twitter.com/BiodivCollab/status/1435193063823970305
[1] https://preventioncentre.org.au/wp-content/uploads/2021/08/Citizen-Science-CoP-Flyer-2-Sep-2021.pdf
[1] https://twitter.com/i/web/status/1438855015590998020

Top URLs in Tweet in G4:
[30] https://observer.globe.gov/mosquito-challenge?linkId=125206858
[3] https://observer.globe.gov/do-globe-observer/challenges/mosquito-habitat-photo-challenge
[2] https://observer.globe.gov/
[2] https://observer.globe.gov/documents/19589576/fc2f8f23-edc3-cb38-1420-7bb13aa3365f
[1] https://www.nasa.gov/feature/langley/become-an-armchair-cloud-expert-and-help-nasa-scientists-along-the-way
[1] https://twitter.com/i/web/status/1437433154143391745
[1] https://www.epa.gov/air-research/smoke-sense-study-citizen-science-project-using-mobile-app
[1] https://web.cvent.com/attendee-login/error
[1] https://twitter.com/i/web/status/1410576671154085897
[1] https://earthobservatory.nasa.gov/images/148447/california-reservoirs-reflect-deepening-drought

Top URLs in Tweet in G5:
[6] https://www.inaturalist.org/posts/51432-gsbiogroup-surpasses-100-000-observations
[2] https://www.eventbrite.com.au/e/a-beginners-guide-for-using-inaturalist-tickets-163599036121
[2] https://www.inaturalist.org/observations/88997436
[1] http://www.wattleday.asn.au/about-wattle-day
[1] https://www.inaturalist.org/projects/great-southern-bioblitz-2021-umbrella/
[1] https://www.youtube.com/watch?v=f6iDFtdhRXA&feature=youtu.be

[1] https://twitter.com/i/web/status/1417825318430068738
[1] https://greatsouthernbiobl.wixsite.com/website/post/on-world-ocean-day-our-mascot-flies-the-southern-hemisphere
[1] https://greatsouthernbiobl.wixsite.com/website/post/father-s-day-walk-around-the-grand-story-of-earth
[1] https://www.inaturalist.org/observations/86129456

Top URLs in Tweet in G6:
[25] https://8rjae5r2z61.typeform.com/to/Gzb0SRQw
[4] https://www.mcsuk.org/news/big-seaweed-search-week-celebrating-a-seaside-superstar/
[2] https://www.inaturalist.org/projects/fat-spider-fortnight
[2] https://www.nhm.ac.uk/content/dam/nhmwww/take-part/Citizenscience/seaweed-survey/big-seaweed-search-guide-for-group-leaders.pdf
[2] https://www.bigseaweedsearch.org/
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fmissionblue%2Fvideos%2F376467157148502%2F
[1] https://thestemhub.org.uk/stem-at-home/item/make-a-pitfall-trap
[1] https://www.inaturalist.org/
[1] https://twitter.com/i/web/status/1437818435317161984
[1] https://www.mcsuk.org/what-you-can-do/volunteering/big-seaweed-search/

Top URLs in Tweet in G7:
[8] https://science.sciencemag.org/content/372/6549/1386/tab-pdf
[5] https://faculty.cnr.ncsu.edu/carencooper/research/
[3] https://science.sciencemag.org/content/372/6549/1386.full
[3] http://crowdthetap.org/ambassador/
[2] https://www.discovermagazine.com/the-sciences/citizen-science-is-changing-peoples-lives-this-project-explores-how-it
[2] https://twitter.com/CoopSciScoop/status/1424029926127243267
[2] https://www.youtube.com/watch?v=Jhy3KOHWKHc&feature=youtu.be

[1] https://twitter.com/mhaklay/status/1430457160115310596
[1] https://twitter.com/i/web/status/1438892682915500039
[1] https://www.frontiersin.org/articles/10.3389/fclim.2021.637037/full?&utm_source=Email_to_authors_&utm_medium=Email&utm_content=T1_11.5e1_author&utm_campaign=Email_publication&field=&journalName=Frontiers_in_Climate&id=637037

Top URLs in Tweet in G8:
[2] https://publicdh.hypotheses.org/67
[2] https://www.hof.uni-halle.de/projekte/socis/
[1] https://twitter.com/i/web/status/1437522725594140673
[1] https://www.buergerschaffenwissen.de/blog/public-humanities-und-citizen-science-dasselbe-gruen
[1] https://publicdh.hypotheses.org/136
[1] https://publicdh.hypotheses.org/269
[1] https://smh.blogs.uni-hamburg.de/werde-teil-unseres-dabeirats/
[1] https://twitter.com/i/web/status/1417832220606312452
[1] https://twitter.com/i/web/status/1410481486466371585
[1] https://twitter.com/i/web/status/1433899402540863495

Top URLs in Tweet in G9:
[1] https://twitter.com/TayTalksTrees/status/1417309203694194730
[1] https://www.abc.net.au/news/2021-08-14/gang-gang-cockatoos-decline-citizen-science-project-signals-help/100371956

Top URLs in Tweet in G10:
[5] https://www.spotteron.net/apps
[2] https://www.spotteron.net/
[2] https://www.spotteron.net
[2] https://www.gla.ac.uk/events/sciencefestival/gsf2021/sots/citsci/spotabee/
[2] https://twitter.com/GlasgowSciFest/status/1432961458585935872
[2] https://www.spotteron.com/crowdwater/spots/180021
[1] https://www.spotteron.com/spiderspotter/spots/467010
[1] https://www.spotteron.net/blog-and-news/how-it-feels-to-be-a-citizen-scientist-making-an-amazing-find-citizen-science-app-for-mycology
[1] https://www.spotteron.net/prices
[1] https://www.spotteron.net/about/what-we-do

Top Domains
Top Domains in Tweet in Entire Graph:
[216] twitter.com
[54] globe.gov
[50] cstrack.eu
[43] scistarter.org
[34] inaturalist.org
[30] phys.org
[28] youtube.com
[25] citsci-india.org
[25] discovermagazine.com
[25] org.au

Top Domains in Tweet in G1:
[57] twitter.com
[40] scistarter.org
[17] discovermagazine.com
[14] net.au
[14] com.au
[12] org.au
[12] nationalgeographic.com
[7] inaturalist.org
[6] sciencemag.org
[5] google.com

Top Domains in Tweet in G2:
[50] cstrack.eu
[43] twitter.com
[27] phys.org
[13] youtube.com
[11] soundcloud.com
[6] eu-citizen.science
[5] discovermagazine.com
[5] zenodo.org
[4] eurekalert.org
[4] ac.uk

Top Domains in Tweet in G3:
[16] citsci-india.org
[12] twitter.com
[7] citsci.org
[5] citsci.in
[3] org.au
[3] npr.org
[2] zoom.us
[2] epa.gov
[2] vtecostudies.org
[1] inos-project.eu

Top Domains in Tweet in G4:
[50] globe.gov
[6] twitter.com
[3] nasa.gov
[2] cvent.com
[2] zoom.us
[1] epa.gov
[1] youtube.com
[1] facebook.com
[1] youtu.be
[1] raspberryshake.net

Top Domains in Tweet in G5:
[23] inaturalist.org
[6] twitter.com
[4] youtube.com
[3] wixsite.com
[3] com.au
[1] asn.au
[1] shorturl.at
[1] mozziemonitors.com
[1] facebook.com
[1] constantcontact.com

Top Domains in Tweet in G6:
[25] typeform.com
[5] mcsuk.org
[4] inaturalist.org
[4] ac.uk
[3] twitter.com
[2] bigseaweedsearch.org
[2] facebook.com
[1] org.uk
[1] islemartin.org

Top Domains in Tweet in G7:
[16] twitter.com
[12] sciencemag.org
[5] ncsu.edu
[3] crowdthetap.org
[2] discovermagazine.com
[2] youtube.com
[1] frontiersin.org
[1] biorxiv.org
[1] scistarter.org
[1] sagepub.com

Top Domains in Tweet in G8:
[7] twitter.com
[5] hypotheses.org
[2] uni-halle.de
[2] tu-darmstadt.de
[1] buergerschaffenwissen.de
[1] uni-hamburg.de
[1] time4cs.eu

Top Domains in Tweet in G9:
[1] twitter.com
[1] net.au

Top Domains in Tweet in G10:
[18] spotteron.net
[9] twitter.com
[4] spotteron.com
[4] ac.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[847] citsci
[816] citizenscience
[66] sdgs
[63] biodiversity
[62] scicomm
[60] communityscience
[44] openscience
[43] tnmcorps
[39] bigseaweedsearch
[39] mosquitochallenge



Top Hashtags in Tweet in G1:
[218] citizenscience
[143] citsci
[14] insectinvestigators
[14] job
[13] teachers
[13] birdingathome
[13] competition
[12] highschool
[12] water
[10] scienceweek

Top Hashtags in Tweet in G2:
[210] citizenscience
[178] citsci
[58] sdgs
[45] scicomm
[40] openscience
[36] h2020
[17] cs
[13] biodiversity
[12] economic
[11] opendata

Top Hashtags in Tweet in G3:
[56] citizenscience
[31] citsciindia2021
[26] citsci
[24] jobalert
[20] biodiversity
[13] motivationmonday
[8] commontrees
[6] keralabiodiversity
[6] openaccess
[6] scicomm

Top Hashtags in Tweet in G4:
[52] citsci
[45] citizenscience
[35] mosquitochallenge
[30] nasago
[17] globemeeting2021
[17] mosquito
[12] landcover
[10] globe
[10] worldmosquitoday
[8] mosquitoes

Top Hashtags in Tweet in G5:
[29] citizenscience
[23] biodiversity
[19] citsci
[18] gsb2021
[16] kenya
[6] wildoz
[5] gsbioblitz
[3] queensland
[2] nature
[2] butterflyingworldseries

Top Hashtags in Tweet in G6:
[39] bigseaweedsearch
[9] citsci
[9] dyk
[8] seashore
[8] sealife
[8] dorset
[7] fatspiderfortnight
[4] nationalmarineweek
[4] seaweed
[3] bluemonday

Top Hashtags in Tweet in G7:
[77] citizenscience
[74] citsci
[28] communityscience
[14] water
[13] highschool
[13] teachers
[9] stemeducation
[8] thread
[8] inclusion
[3] centeringinthemargins

Top Hashtags in Tweet in G8:
[41] citsci
[21] geschichte
[20] socialmediahistory
[20] instagram
[20] tiktok
[17] dabeirat
[14] citizenscience
[7] vdhd2021
[6] motivation
[5] publichumanities

Top Hashtags in Tweet in G9:
[5] parrototd
[5] citsci
[1] worldofparrots
[1] indiaves
[1] birdingathome
[1] competition

Top Hashtags in Tweet in G10:
[53] citizenscience
[30] citsci
[12] scienceonthesofa
[5] bees
[3] citizenscientist
[3] communityscience
[3] phenology
[3] hydrology
[3] science
[3] palaeontology

Top Words
Top Words in Tweet in Entire Graph:
[843] #citsci
[816] #citizenscience
[619] science
[497] citizen
[323] more
[287] project
[238] help
[212] cstrackproject
[191] research
[181] projects

Top Words in Tweet in G1:
[218] #citizenscience
[143] #citsci
[110] scistarter
[106] science
[99] citscioz
[85] citizen
[69] help
[61] citieshealtheu
[59] project
[56] gsbioblitz

Top Words in Tweet in G2:
[210] #citizenscience
[189] science
[185] cstrackproject
[178] #citsci
[165] citizen
[152] more
[112] research
[106] cs
[89] projects
[79] project

Top Words in Tweet in G3:
[127] science
[73] citizen
[62] citsci
[56] #citizenscience
[53] 2021
[45] conference
[45] india
[45] join
[32] more
[31] check

Top Words in Tweet in G4:
[123] globeprogram
[56] challenge
[52] #citsci
[48] nasa
[48] citizen
[45] #citizenscience
[45] photo
[43] science
[41] mosquito
[39] donasascience

Top Words in Tweet in G5:
[64] inaturalist
[54] gsbioblitz
[30] southern
[29] #citizenscience
[23] great
[23] #biodiversity
[23] observed
[22] advanced
[21] october
[19] bioblitz

Top Words in Tweet in G6:
[109] seaweed
[94] mcsuk
[39] #bigseaweedsearch
[36] take
[35] nhm_citsci
[32] nhm_london
[25] quiz
[24] week
[24] really
[24] nerdy

Top Words in Tweet in G7:
[77] #citizenscience
[74] #citsci
[53] coopsciscoop
[28] #communityscience
[19] paper
[18] help
[16] abt
[14] project
[14] drinking
[14] #water

Top Words in Tweet in G8:
[46] phinthedh
[41] #citsci
[40] heute
[33] die
[26] berichtet
[26] projekt
[21] #geschichte
[20] neu
[20] gestartete
[20] #socialmediahistory

Top Words in Tweet in G9:
[84] gang
[45] citizen
[45] science
[43] parrotoftheday
[42] cockatoo
[42] callocephalon
[42] fimbriatum
[41] another
[41] important
[41] initiative

Top Words in Tweet in G10:
[53] #citizenscience
[52] spotteron
[30] #citsci
[24] apps
[19] app
[16] project
[14] help
[14] more
[13] platform
[12] feature

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[368] citizen,science
[79] #citizenscience,#citsci
[79] #citsci,project
[76] #citsci,#citizenscience
[74] learn,more
[59] science,communication
[57] science,projects
[55] photo,challenge
[54] co,created
[54] research,shows

Top Word Pairs in Tweet in G1:
[69] citizen,science
[19] #citsci,project
[17] cc,eucitsci
[16] mosquito,habitat
[16] science,projects
[16] #citsci,#citi
[15] citieshealtheu,citizen
[14] part,role
[14] role,working
[14] working,#insectinvestigators

Top Word Pairs in Tweet in G2:
[94] citizen,science
[43] co,created
[43] first,receive
[43] receive,updates
[43] updates,cs
[43] cs,track
[43] track,project
[43] project,results
[43] results,emagazine
[43] emagazine,articles

Top Word Pairs in Tweet in G3:
[69] citizen,science
[36] india,2021
[27] citsci,india
[24] #jobalert,director
[24] director,science
[24] science,communications
[22] 13,16
[21] communications,passionate
[21] passionate,conservation
[21] conservation,science

Top Word Pairs in Tweet in G4:
[45] photo,challenge
[36] citizen,science
[30] globeprogram,hosting
[30] hosting,month
[30] month,long
[30] long,citizen
[30] science,photo
[30] challenge,pictures
[29] nasaearth,globeprogram
[29] pictures,hel

Top Word Pairs in Tweet in G5:
[19] southern,bioblitz
[16] prepare,#gsb2021
[16] #gsb2021,take
[16] take,quiz
[16] quiz,observed
[16] observed,animal
[16] animal,#kenya
[16] #kenya,october
[16] october,spotted
[15] gsbioblitz,prepare

Top Word Pairs in Tweet in G6:
[25] take,quiz
[24] really,nerdy
[24] nerdy,seaweed
[24] seaweed,take
[24] quiz,test
[24] test,seaweed
[24] seaweed,knowledge
[23] mcsuk,really
[23] knowledge,#bigsea
[19] #bigseaweedsearch,week

Top Word Pairs in Tweet in G7:
[13] #highschool,#teachers
[13] drinking,#water
[10] #citizenscience,#communityscience
[10] #citsci,project
[10] publicsci_ncsu,ncstate_fer
[9] safe,drinking
[9] tap_crowd,#citizenscience
[9] check,#citsci
[9] project,led
[9] led,ncstatecnr

Top Word Pairs in Tweet in G8:
[20] neu,gestartete
[20] gestartete,#citsci
[20] #citsci,projekt
[20] projekt,#socialmediahistory
[20] #socialmediahistory,#geschichte
[20] #geschichte,#instagram
[20] #instagram,#tiktok
[20] #tiktok,berichtet
[19] phinthedh,neu
[19] berichtet,kristin_oswa

Top Word Pairs in Tweet in G9:
[45] citizen,science
[42] gang,gang
[42] gang,cockatoo
[42] cockatoo,callocephalon
[42] callocephalon,fimbriatum
[41] another,important
[41] important,citizen
[41] science,initiative
[41] initiative,focused
[41] focused,precious

Top Word Pairs in Tweet in G10:
[15] spotteron,#citizenscience
[13] #citizenscience,apps
[9] #citsci,project
[8] spotteron,platform
[8] #scienceonthesofa,#citizenscience
[7] help,#citsci
[6] glasgowscifest,#scienceonthesofa
[5] find,#citsci
[5] vienna,zoo
[5] apps,spotteron

Top Replied-To
Top Replied-To in Entire Graph:
@citsci_geek
@yaelago1
@micheleplayfair
@mcsuk
@jessieloliver
@fimorrison2
@lady_beaker
@citscioz
@learn_citsci
@colkdna

Top Replied-To in G1:
@yaelago1
@citsci_geek
@micheleplayfair
@jessieloliver
@lady_beaker
@citscioz
@fimorrison2
@xenocanto
@inspiringnsw
@ha_tanya

Top Replied-To in G2:
@learn_citsci
@aanailse
@sciencefchange
@herodotouc
@aristeidoum
@nechiefsci
@eucitsci
@citsci
@globeprogram
@itcountsapp

Top Replied-To in G3:
@seasonwatch_in
@citsci
@pawndaymj
@indianbotanists
@catsunbear
@alexejpksiren
@danilinhunter1

Top Replied-To in G5:
@inaturalist
@gainbioblitz
@gsbioblitz
@lonnierhea
@scistarter
@einalemnosbod
@mikey_whitehead
@navinsasikumar
@natashatashaetc
@stephen_fricker

Top Replied-To in G6:
@mcsuk
@ukmenssheds
@nhm_citsci
@foufoutosminix
@iseaorg
@nhm_london

Top Replied-To in G7:
@curiosity_films
@mjopocock
@sci_project
@cbloutreach
@birderks
@bettinaryll
@btorobrob
@ecoangelhsu
@nickig717
@jkshort

Top Replied-To in G8:
@kristin_oswald

Top Mentioned
Top Mentioned in Entire Graph:
@cstrackproject
@globeprogram
@citscioz
@scistarter
@gsbioblitz
@citieshealtheu
@mcsuk
@inaturalist
@coopsciscoop
@citsci_geek

Top Mentioned in G1:
@citscioz
@scistarter
@citieshealtheu
@gsbioblitz
@citsci_geek
@aus_scienceweek
@erinnfj
@globeprogram
@jessieloliver
@eucitsci

Top Mentioned in G2:
@cstrackproject
@citieshealtheu
@learn_citsci
@eucitsciproject
@action4cs
@citsciassoc
@rea_research
@eucitsci
@time4cs
@coacteu

Top Mentioned in G3:
@citsci
@vtecostudies
@biodivcollab
@theechonetwork
@seasonwatch_in
@vijaybarve
@firos_ak
@birdlife_hoodie
@niehs_peph
@manojkmohan

Top Mentioned in G4:
@globeprogram
@donasascience
@nasaearth
@nasa
@nasago
@scistarter
@theagu
@thrivingearth
@cstrackproject
@eparesearch

Top Mentioned in G5:
@inaturalist
@gsbioblitz
@citsci_geek
@bushheritageaus
@thomasmesaglio
@citscioz
@atlaslivingaust
@gainbioblitz
@biolsocsa
@pete_possum

Top Mentioned in G6:
@mcsuk
@nhm_citsci
@nhm_london
@seachampssw
@wildscotplace
@juliet_seaweeds
@goulandrimuseum
@inaturalist
@natgeo

Top Mentioned in G7:
@coopsciscoop
@sciencemagazine
@tap_crowd
@bradleyallf
@publicsci_ncsu
@ncstate_fer
@ncstatecnr
@sciencemag
@eternagame
@thru8eyes

Top Mentioned in G8:
@phinthedh
@socmedhistory
@baheinisch
@univietrans
@mitforschen
@msiemund
@publichistoryhh
@vdhd2021

Top Mentioned in G9:
@parrotoftheday
@indiaves
@inaturalist
@urbanbirdsoz

Top Mentioned in G10:
@spotteron
@glasgowscifest
@ispotabee
@nhm_wien
@crowd_water
@zamg_at
@citsci
@earthwatch_aus
@spiderspotter
@ugent

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@john1966olsen
@frecklesxx20
@guardian
@lalojimjuarez
@pink1963dsw
@sustaintrends
@petchary
@researchmrx
@viralvm69

Top Tweeters in G1:
@may_gun
@auspost
@mmmukalla
@penguingalaxy
@vikkik88
@sitdowninfront
@abcbrisbane
@cbc
@rosario_strano
@jillcollier16

Top Tweeters in G2:
@guardian
@pink1963dsw
@cbcnews
@timewalkproject
@cristobalvega
@wef
@physorg_com
@chabis_ch
@timeshighered
@b0tsci

Top Tweeters in G3:
@viralvm69
@mr_spock
@justicenindia
@grumpeoldman
@retweetsmumbai
@jane__eden
@openhousetwts
@zephyr9673
@zenrainman
@ecology_tweets

Top Tweeters in G4:
@lalojimjuarez
@dvanhook822
@persistentpengn
@eloycam2012
@andytoronto
@volcanowatching
@the_boss2882
@solhog
@genejm29
@oma_hamou

Top Tweeters in G5:
@researchmrx
@imagine_garden
@britnatureguide
@natureuk
@jackyan
@natures_voice
@siobhanleachman
@outbackeco
@swillow83101698
@mozziebites

Top Tweeters in G6:
@bettyjo62
@longitude0
@adilshe37346142
@andy_christophi
@h2ofizz
@pauldragonwolf1
@shauncoffey
@blodeuweddmoon
@dawnbazely
@al_hine

Top Tweeters in G7:
@drjudystone
@leafwarbler
@margymaclibrary
@cimyne
@beartrust
@kqedscience
@huler
@natgeotravel
@shmody
@pblworks

Top Tweeters in G8:
@fuzzyleapfrog
@fdmhildesheim
@digtalhumanatee
@stabihh
@lordgeorg1
@mareike2405
@botlabhd
@woe_real
@dehypotheses
@luc_jac

Top Tweeters in G9:
@frecklesxx20
@petchary
@morpheusbeing
@sydnets
@lizdolphinfluff
@mariecolemanao
@barbvee
@littlesparrow9
@vjmahon
@pippavs

Top Tweeters in G10:
@die_primel
@raman60145000
@plymuni
@scphrp
@phenologists
@ikimirei
@safdarimran3
@grettapecl
@pauljoryem
@loladelvalle14


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