citsci, Twitter, 10/12/2020 12:16:07 AM, 237730


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citsci_2020-10-11_16-57-56.xlsx
citsci_2020-10-11_16-57-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 12, 2020
Short Description:
citsci via NodeXL https://bit.ly/3nIrN84
@citsci
@citscioz
@citsci_geek
@nhm_citsci
@scistarter
@jessieloliver
@coopsciscoop
@jillfnugent
@eucitsci
@justonegiantlab

Top hashtags:
#citsci
#citizenscience
#citsci2020
#cfp
#socialinnovation
#sdgs
#science
#covid19

Description:
Description
The graph represents a network of 2,966 Twitter users whose tweets in the requested range contained "citsci", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 12 October 2020 at 00:06 UTC.

The requested start date was Saturday, 10 October 2020 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, 18-hour, 3-minute period from Wednesday, 01 July 2020 at 03:07 UTC to Friday, 09 October 2020 at 21:10 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 : 2966
Unique Edges : 3621
Edges With Duplicates : 9178
Total Edges : 12799
Number of Edge Types : 5
Retweet : 3145
MentionsInRetweet : 5382
Mentions : 3171
Replies to : 348
Tweet : 753
Self-Loops : 769
Reciprocated Vertex Pair Ratio : 0.0802248339294839
Reciprocated Edge Ratio : 0.148533585619678
Connected Components : 84
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 2712
Maximum Edges in a Connected Component : 12379
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.309876
Graph Density : 0.000721157946325927
Modularity : 0.371885
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,966 Twitter users whose tweets in the requested range contained "citsci", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 12 October 2020 at 00:06 UTC.

The requested start date was Saturday, 10 October 2020 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, 18-hour, 3-minute period from Wednesday, 01 July 2020 at 03:07 UTC to Friday, 09 October 2020 at 21:10 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:
[46] https://www.frontiersin.org/research-topics/13915/citizen-science-and-social-innovation-mutual-relations-barriers-needs-and-development-factors
[19] https://citsci.kmi.open.ac.uk/xpolli-bumblebee/index.php?r=user/auth
[17] https://citsci.kmi.open.ac.uk/xpolli-butterfly/index.php
[14] https://rockymountainwild.org/eawr
[13] https://www.spotteron.net/apps
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231397
[13] https://www.citizen-science.at/blog/oesterreichische-citizen-science-konferenz-2020
[12] http://www.earthobservations.org/geo_blog_obs.php?id=451
[11] https://eu-citizen.science/
[11] https://citsci-india.org/programme/

Top URLs in Tweet in G1:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231397
[10] https://citizenscience.org.au/citsciozonline/
[8] https://citizenscience.ncsu.edu/home/citizen-science-symposium-2020/
[8] https://scistarter.org/tools
[6] https://scistarter.org/finder?phrase=River
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229865
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234362
[5] https://blog.scistarter.org/2020/07/spot-a-bee-mapping-the-urban-bee-garden/amp/?__twitter_impression=true
[5] https://blog.scistarter.org/2020/09/3-ways-to-help-save-monarch-butterflies/
[5] https://scistarter.org/nc-state-citizen-science-campus-making-it-count-mo

Top URLs in Tweet in G2:
[13] https://www.citizen-science.at/blog/oesterreichische-citizen-science-konferenz-2020
[13] https://www.spotteron.net/apps
[11] http://www.earthobservations.org/geo_blog_obs.php?id=451
[10] https://eu-citizen.science/
[6] https://www.rri-tools.eu/en/-/the-cities-health-toolkit
[6] https://www.rri-tools.eu/en/-/wecount-citizens-observing-urban-transport
[5] https://rri-tools.eu/-/sensing-the-risk
[5] https://www.wired.com/story/citizen-science-projects-offer-a-model-for-coronavirus-apps/
[3] https://www.spotteron.net/about/how-it-works
[3] http://citscihelvetia.ch/submissions-de/

Top URLs in Tweet in G3:
[14] https://rockymountainwild.org/eawr
[4] https://2020esipsummermeeting.sched.com/event/cIuZ/citizen-science-data-and-information-quality
[4] https://blog.citsci.org/2020/07/13/how-to-get-a-better-picture-of-mountain-goats-with-community-science/
[4] https://www.pewresearch.org/fact-tank/2020/06/25/younger-more-educated-u-s-adults-are-more-likely-to-take-part-in-citizen-science-research/
[4] https://jcom.sissa.it/archive/19/04/JCOM_1904_2020_V01
[4] https://landsense.eu/Challenge
[3] https://citizenscience.member365.com/public/event/details/52a5d460c34ebf228949942c04905627745e152f
[3] https://blogs.agu.org/sciencecommunication/2020/09/25/drawn-to-geoscience-crowdsourced-science-at-the-intersection-of-art-and-science/
[3] https://forms.agu.org/science-songs-art/
[3] https://theoryandpractice.citizenscienceassociation.org/article/10.5334/cstp.261/

Top URLs in Tweet in G4:
[6] https://www.nhm.ac.uk/take-part/citizen-science/big-seaweed-search.html
[3] https://www.youtube.com/watch?v=SdHqF38dGtY

[2] https://docs.google.com/forms/d/e/1FAIpQLSchGwQC5C8Ek-hHY6LNbzb549jWeuo6CXhohsQPcfPXlfhjdw/viewform
[1] https://www.ecsa-conference.eu/
[1] https://www.nhm.ac.uk/take-part/citizen-science/bioblitz/plant-club-virtual-bioblitz.html
[1] https://twitter.com/i/web/status/1303634252781715457
[1] https://www.calacademy.org/citizen-science/bioblitzes
[1] https://www.wildlondon.org.uk/step-science-wild-action-programme
[1] https://www.nhm.ac.uk/discover/gilbert-white.html
[1] https://twitter.com/CommunityWoods/status/1312024947745861633

Top URLs in Tweet in G5:
[5] https://www.youtube.com/watch?v=10JQ8AMVJ5M&feature=youtu.be

[4] http://goodwall.io/tags/open17water
[3] https://www.folio.ca/students-develop-online-tool-to-predict-covid-19-spread-based-on-demographics/
[3] https://www.wired.com/story/citizen-science-projects-offer-a-model-for-coronavirus-apps/
[3] https://www.sierraclub.org/sierra/citizen-science-done-safely
[3] https://medium.com/justonegiantlab/meet-quantified-flu-a-citizen-science-project-to-find-out-if-wearables-can-warn-us-when-were-d0b4bbeb3166?source=friends_link&sk=4db123e167dce63f879ff40b666e26a6
[2] https://www.youtube.com/watch?v=kt3DUqhTQcM&feature=youtu.be

[2] https://phys.org/news/2020-08-citizen-scientists-geologists-earthquakes-tectonic.html
[2] https://www.eventbrite.com/e/jogl-live-4-with-do-it-together-sars-cov-2-detective-tickets-113078906052
[2] https://fold.it/portal/node/2008926

Top URLs in Tweet in G6:
[4] https://www.veresan.com/blog
[2] https://www.sciencelearn.org.nz/events/1421-refillnz-litterati-rubbish-challenge
[2] https://www.sciencelearn.org.nz/resources/2794-how-deep-is-your-snow
[2] https://www.sciencelearn.org.nz/events/1429-the-great-kereru-count-2020
[2] https://www.pinterest.co.uk/nzsciencelearn/citizen-science/
[2] https://www.sciencelearn.org.nz/events/1461-litter-intelligence-education
[2] https://www.sciencelearn.org.nz/events/1423-connecting-citizens-through-science-contexts
[2] http://blog.biodiversitylibrary.org/2011/08/bhl-on-flickr.html
[1] https://twitter.com/i/web/status/1283875438582919169
[1] https://twitter.com/i/web/status/1309360735361753088

Top URLs in Tweet in G7:
[7] https://citsci.geog.mcgill.ca/en/pages
[5] https://citsci.geog.mcgill.ca/en//users/sign_up
[4] http://www.science.gc.ca/eic/site/063.nsf/eng/h_97169.html
[3] https://citsci.geog.mcgill.ca/en/connect/blog#Blog34
[2] https://www.facebook.com/events/2627684260894600
[2] https://us02web.zoom.us/j/85142652331
[2] https://www.facebook.com/events/311014839975847
[2] https://citsci.geog.mcgill.ca/en/connect/events
[2] https://theconversation.com/australians-recorded-frog-calls-on-their-smartphones-after-the-bushfires-and-the-results-are-remarkable-146578
[1] https://citsci.geog.mcgill.ca

Top URLs in Tweet in G8:
[5] https://observer.globe.gov/do-globe-observer/challenges/community-cloud-challenge-2020
[5] https://www.globe.gov/web/marile.colonrobles/home/blog/-/blogs/nasa-globe-clouds-2020-community-cloud-challenge-science-is-better-togeth-1
[4] https://observer.globe.gov/
[2] https://go.usa.gov:443/xkVqV
[1] https://journals.ametsoc.org/bams/article/101/7/E1201/345607/Clouds-around-the-World-How-a-Simple-Citizen
[1] https://www.globe.gov/news-events/globe-news/newsdetail/globe/join-the-08-july-trees-around-the-globe-student-research-campaign-webinar-the-baobab-trees-in-south-africa-as-a-symbol-of-life-and-positivity-
[1] https://twitter.com/NASAEarth/status/1278400523075551232
[1] https://www.nasa.gov/audience/forstudents/k-4/stories/nasa-knows/what-are-clouds-k4.html
[1] https://www.globe.gov/
[1] https://solarsystem.nasa.gov/news/1328/july-2020-the-next-full-moon-is-the-buck-moon/

Top URLs in Tweet in G9:
[5] https://actionproject.eu/apply-2020/
[2] https://actionproject.eu/second-diversity-and-inclusion-call-with-pilots/
[2] https://www.ecsa-conference.eu
[2] https://www.facebook.com/European.Committee.of.the.Regions/videos/1016517655478208
[2] https://www.youtube.com/watch?v=9OYDyjkOC44&feature=youtu.be

[1] https://blog.scistarter.org/2020/07/webinar-recording-what-we-learned-from-citizen-science-month/
[1] https://actionproject.eu/wp-content/uploads/2020/06/ACTION_Report_1stOpenCall.pdf
[1] https://twitter.com/i/web/status/1285885088287330304
[1] https://fo.am/blog/2020/06/30/sonic-kayak-environmental-data-sonification/
[1] https://www.youtube.com/watch?v=uMs5y2_S55U&feature=youtu.be


Top URLs in Tweet in G10:
[3] https://www.federalregister.gov/documents/2020/08/06/2020-16895/public-comment-for-a-draft-noaa-science-and-technology-strategy-citizen-science
[1] https://twitter.com/NOAA/status/1291441061102051329

Top Domains
Top Domains in Tweet in Entire Graph:
[597] twitter.com
[112] scistarter.org
[61] nodexlgraphgallery.org
[55] ac.uk
[49] youtube.com
[47] frontiersin.org
[30] citsci-india.org
[28] mcgill.ca
[25] citizen-science.at
[24] google.com

Top Domains in Tweet in G1:
[243] twitter.com
[109] scistarter.org
[60] nodexlgraphgallery.org
[16] org.au
[14] youtube.com
[13] zooniverse.org
[10] inaturalist.org
[9] ncsu.edu
[7] net.au
[6] eventbrite.com

Top Domains in Tweet in G2:
[69] twitter.com
[24] citizen-science.at
[24] spotteron.net
[17] rri-tools.eu
[11] earthobservations.org
[11] eu-citizen.science
[5] wired.com
[5] ecsa-conference.eu
[5] b2match.io
[4] vimeo.com

Top Domains in Tweet in G3:
[19] twitter.com
[14] rockymountainwild.org
[9] citsci.org
[6] agu.org
[4] zoom.us
[4] sched.com
[4] pewresearch.org
[4] sissa.it
[4] landsense.eu
[3] member365.com

Top Domains in Tweet in G4:
[9] ac.uk
[8] twitter.com
[3] youtube.com
[2] google.com
[2] facebook.com
[1] ecsa-conference.eu
[1] calacademy.org
[1] org.uk
[1] naturalhistorymuseum.blog
[1] wiley.com

Top Domains in Tweet in G5:
[14] twitter.com
[12] youtube.com
[6] jogl.io
[6] medium.com
[5] goodwall.io
[3] folio.ca
[3] wired.com
[3] phys.org
[3] sierraclub.org
[2] eventbrite.com

Top Domains in Tweet in G6:
[23] twitter.com
[19] org.nz
[4] veresan.com
[2] co.uk
[2] biodiversitylibrary.org
[1] tandfonline.com
[1] nationalgeographic.org

Top Domains in Tweet in G7:
[27] mcgill.ca
[22] twitter.com
[7] facebook.com
[5] zoom.us
[4] gc.ca
[2] theconversation.com
[2] cosmosmagazine.com
[2] australian.museum
[1] mailchi.mp
[1] yaleclimateconnections.org

Top Domains in Tweet in G8:
[28] twitter.com
[18] globe.gov
[6] youtube.com
[5] nasa.gov
[2] usa.gov
[1] ametsoc.org
[1] facebook.com
[1] unl.edu
[1] google.com

Top Domains in Tweet in G9:
[18] twitter.com
[9] actionproject.eu
[3] youtube.com
[2] ecsa-conference.eu
[2] facebook.com
[1] scistarter.org
[1] fo.am
[1] co.uk
[1] unep.org
[1] vimeo.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1589] citsci
[1574] citizenscience
[209] citsci2020
[106] cfp
[106] socialinnovation
[94] sdgs
[91] science
[82] covid19
[78] openscience
[73] oa



Top Hashtags in Tweet in G1:
[638] citizenscience
[599] citsci
[90] citsci2020
[47] citsciozonline
[44] communityscience
[32] cfp
[32] socialinnovation
[31] biodiversity
[28] oa
[24] scicomm

Top Hashtags in Tweet in G2:
[319] citizenscience
[304] citsci
[106] citsci2020
[54] sdgs
[35] oecsk2020
[27] ecsa2020
[18] rri
[17] blog
[16] sdg
[15] citscihelvetia2021

Top Hashtags in Tweet in G3:
[74] citizenscience
[42] citsci
[18] stem
[12] feelgoodfriday
[11] crowdsourcing
[10] communityscience
[10] genderbias
[9] sciart
[7] science
[6] drawntogeoscience

Top Hashtags in Tweet in G4:
[15] brilliantbutterflies
[12] keepingitwild
[11] sealife
[11] seashore
[9] bigseaweedsearch
[7] nationalmarineweek
[6] citizenscience
[3] citsci2020
[3] butterflyconservations
[3] wardiebay

Top Hashtags in Tweet in G5:
[71] citizenscience
[57] citsci
[48] covid19
[41] opensource
[30] openscience
[26] biohackers
[16] biochemistry
[16] onlinelearning
[15] wearables
[13] quantifiedflu

Top Hashtags in Tweet in G6:
[62] citsci
[14] stemeducation
[8] citizenscience
[5] plasticfreejuly
[4] sciart
[4] plastic
[4] science
[4] backyardnaturalist
[3] penguins
[3] shrek

Top Hashtags in Tweet in G7:
[62] weatherdata
[62] drawmcgill
[54] throwbackthursday
[48] citsci
[41] mtl
[30] iso
[28] climhist
[28] citizenscience
[22] montreal
[22] scienceliteracyweek2020

Top Hashtags in Tweet in G8:
[59] citsci
[53] nasago
[47] cloudchallenge
[45] citizenscience
[35] clouds
[19] nasa
[14] globecommunity
[14] globeathome
[13] nasaathome
[11] goathome

Top Hashtags in Tweet in G9:
[91] citizenscience
[54] pollution
[47] citsci
[32] action4cs
[26] euregionsweek
[24] opencall
[7] actionopencall
[5] streetspectra
[4] rioneiva
[2] anxiety

Top Hashtags in Tweet in G10:
[21] citizenscience
[8] citsci
[1] citizenscientists
[1] authenticlearning
[1] datascience
[1] citizenscientist

Top Words
Top Words in Tweet in Entire Graph:
[1585] #citsci
[1564] #citizenscience
[651] science
[547] citizen
[436] project
[385] citsci
[379] more
[378] help
[322] join
[296] scistarter

Top Words in Tweet in G1:
[635] #citizenscience
[597] #citsci
[272] scistarter
[224] science
[199] citscioz
[185] project
[170] iamcitsci
[160] citsci
[153] citizen
[131] more

Top Words in Tweet in G2:
[316] #citizenscience
[302] #citsci
[109] citizen
[107] csaustria
[106] #citsci2020
[105] science
[86] die
[71] spotteron
[69] eucitsci
[58] projects

Top Words in Tweet in G3:
[105] citsci
[74] #citizenscience
[49] check
[49] science
[42] #citsci
[39] project
[34] citizen
[29] help
[27] mountain
[25] projects

Top Words in Tweet in G4:
[85] mcsuk
[57] help
[51] nhm_citsci
[51] nhm_london
[47] seaweeds
[46] big
[44] join
[37] volunteers
[36] sea
[34] looking

Top Words in Tweet in G5:
[84] justonegiantlab
[67] #citizenscience
[57] #citsci
[47] #covid19
[41] developing
[41] #opensource
[36] jogl
[34] opencovid19
[33] project
[33] crowd4sdg

Top Words in Tweet in G6:
[62] #citsci
[42] nzsciencelearn
[32] great
[30] science
[28] citizen
[25] project
[20] help
[17] one
[16] online
[14] #stemeducation

Top Words in Tweet in G7:
[87] drawmcgill
[69] years
[64] today
[62] #weatherdata
[61] mcgillu
[61] observatory
[60] 100
[60] ago
[60] #drawmcgill
[54] #throwbackthursday

Top Words in Tweet in G8:
[130] globeprogram
[59] #citsci
[54] nasa
[53] #nasago
[47] #cloudchallenge
[45] #citizenscience
[41] learn
[35] #clouds
[34] community
[32] more

Top Words in Tweet in G9:
[156] action4cs
[91] #citizenscience
[69] open
[69] call
[54] #pollution
[53] projects
[48] action
[47] #citsci
[42] looking
[42] form

Top Words in Tweet in G10:
[103] noaa
[57] public
[47] citizen
[46] science
[46] understand
[45] expands
[45] ability
[45] observe
[45] environment
[45] using

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[424] citizen,science
[156] #citsci,#citizenscience
[127] #citizenscience,#citsci
[102] #cfp,#citizenscience
[102] #citizenscience,#socialinnovation
[102] #socialinnovation,mutual
[102] mutual,relations
[102] relations,barriers
[102] barriers,needs
[102] needs,development

Top Word Pairs in Tweet in G1:
[114] citizen,science
[53] #citsci,project
[49] #citsci,#citizenscience
[38] citizenscience,nodexl
[37] #citsci,projects
[35] #citizenscience,#citsci
[30] #citizenscience,project
[28] andrzejklimczuk,#cfp
[28] #cfp,#citizenscience
[28] #citizenscience,#socialinnovation

Top Word Pairs in Tweet in G2:
[81] citizen,science
[27] #citizenscience,#citsci
[23] looking,forward
[21] #citsci,community
[19] special,issue
[17] #citsci,project
[17] sustainable,development
[17] sushecker,#citsci
[16] #rri,toolkit
[16] #citizenscience,#sdgs

Top Word Pairs in Tweet in G3:
[31] citizen,science
[18] enviro,events
[18] events,citsci
[18] direct,actions
[17] mountain,goats
[16] citsci,projects
[16] projects,jobs
[16] actions,take
[15] tgif,set
[15] set,enviro

Top Word Pairs in Tweet in G4:
[31] looking,something
[31] something,month
[31] month,need
[31] need,volunteers
[31] volunteers,help
[31] help,unlock
[31] unlock,secrets
[31] secrets,british
[31] british,seaweeds
[31] join,big

Top Word Pairs in Tweet in G5:
[30] developing,#opensource
[29] urban,water
[29] water,resilience
[26] #biohackers,developing
[26] #opensource,300
[26] 300,ninja
[26] ninja,qpcr
[26] qpcr,time
[26] time,#covid19
[26] #covid19,testing

Top Word Pairs in Tweet in G6:
[19] citizen,science
[11] great,kererū
[11] kererū,count
[10] science,project
[8] great,kiwi
[7] #citsci,project
[7] grab,spade
[7] spade,take
[7] take,part
[7] part,great

Top Word Pairs in Tweet in G7:
[61] mcgillu,observatory
[60] #weatherdata,mcgillu
[60] 100,years
[60] years,ago
[60] ago,today
[54] #throwbackthursday,#weatherdata
[41] observatory,#mtl
[41] #mtl,100
[40] drawmcgill,#throwbackthursday
[34] take,minutes

Top Word Pairs in Tweet in G8:
[23] learn,more
[21] 2020,community
[21] community,#cloudchallenge
[18] #citsci,#citizenscience
[17] #citsci,#nasago
[16] full,moon
[15] #nasago,#citsci
[14] hey,#globecommunity
[14] #globecommunity,check
[14] week,learn

Top Word Pairs in Tweet in G9:
[67] open,call
[47] #citizenscience,projects
[37] call,action
[37] action,looking
[37] looking,ongoing
[37] ongoing,#citizenscience
[37] projects,related
[37] related,form
[37] action4cs,open
[34] form,#pollution

Top Word Pairs in Tweet in G10:
[45] citizen,science
[45] science,expands
[45] ability,observe
[45] observe,understand
[45] understand,environment
[45] environment,using
[45] using,contributions
[45] contributions,public
[44] noaa,citizen
[42] expands,noaa

Top Replied-To
Top Replied-To in Entire Graph:
@citsci_geek
@viviana_tes
@iamcitsci
@penguingalaxy
@tundra_citsci
@afonature
@citsci
@rachaellehr
@misslesleywolf
@marinescicomm

Top Replied-To in G1:
@iamcitsci
@citsci_geek
@penguingalaxy
@scistarter
@marinescicomm
@anett77richter
@jacknunn
@chnickerson
@jessieloliver
@samillingworth

Top Replied-To in G2:
@citsci_geek
@iseaorg
@gbif
@citsci
@jillfnugent
@gedankenstuecke
@iamcitsci
@pmichelu
@abesuman
@nashwa_s_ismail

Top Replied-To in G3:
@citsci
@amypanikowski
@citsciassoc
@layallivs
@danilinhunter1
@esipfed
@chnickerson
@mcarcasson
@joanna_haugen
@georg_heil

Top Replied-To in G4:
@afonature
@wardiebaybeach
@mcsuk
@jazznikki
@juliet_seaweeds
@kaitewelsh
@hugosas
@mhaklay
@doraminx1
@tamz2105

Top Replied-To in G5:
@penguingalaxy

Top Replied-To in G6:
@plasticpolchal
@marinemetre2
@bioinfotools
@salhaj
@sarnee
@ellerykr
@natgeoeducation

Top Replied-To in G7:
@jessicamdewitt
@criemcirm
@citsci_geek

Top Replied-To in G8:
@globeprogram

Top Replied-To in G9:
@action4cs
@esimperl
@coopsciscoop

Top Replied-To in G10:
@lisa_borre

Top Mentioned
Top Mentioned in Entire Graph:
@scistarter
@citscioz
@iamcitsci
@globeprogram
@action4cs
@citsci
@jessieloliver
@coopsciscoop
@eucitsci
@inaturalist

Top Mentioned in G1:
@scistarter
@citscioz
@iamcitsci
@coopsciscoop
@citscimonth
@jessieloliver
@inaturalist
@citsci_geek
@citsci
@citsciassoc

Top Mentioned in G2:
@csaustria
@eucitsci
@spotteron
@eucitsciproject
@_citizenscience
@jessieloliver
@canairq
@iiasavienna
@citieshealtheu
@cos4cloud

Top Mentioned in G3:
@citsci
@citsciassoc
@y2y_initiative
@katzyna
@ykarenkwon
@rockymtwild
@scistarter
@amypanikowski
@conservationco
@landsense

Top Mentioned in G4:
@mcsuk
@nhm_citsci
@nhm_london
@nhm_ukbiodiv
@batgirlsteph78
@ukyouth4nature
@tom_fairchild
@nature_scot
@learn_citsci
@juliet_seaweeds

Top Mentioned in G5:
@justonegiantlab
@opencovid19
@crowd4sdg
@foldit
@synbiobeta
@criparis
@newscience101
@futuristyb
@lucile_ottolini
@blackpembe

Top Mentioned in G6:
@nzsciencelearn
@inaturalist
@inaturalistnz
@natgeoeducation
@niwa_nz
@what_fish_eat
@greaterwgtn
@tlri_nz
@litterati
@popscinz

Top Mentioned in G7:
@drawmcgill
@mcgillu
@lindenashcroft
@cosmosmagazine
@climate_history
@frogidaus
@naagovau
@jodirowley
@citscioz
@joellegergis

Top Mentioned in G8:
@globeprogram
@nasaearth
@nasa
@nasastem
@donasascience
@nasa_langley
@7lakesscience
@scistarter
@fiskeplanet
@iasc_search

Top Mentioned in G9:
@action4cs
@esimperl
@terrifica_
@t6ecosystems
@skyglowberlin
@cefriel
@gefiont
@shedka
@euinmyregion
@royvangrunsven

Top Mentioned in G10:
@noaa
@noaaresearch
@jolatimore
@michiganegle
@scmarineed
@natlmarineed
@kstepenu
@epethomas
@akwalisette
@foggykak

Top Tweeters
Top Tweeters in Entire Graph:
@geoffrey_payne
@angelamortimer2
@john1966olsen
@lucysullivan888
@femtech_
@thehill
@alizardx
@ruisaldanha
@frecklesxx20
@mastaofmp3s

Top Tweeters in G1:
@abcnews
@mjoehlerich
@datadivajf
@forbes
@hl10pm
@joqatana
@leafwarbler
@lcby
@gamingrtweeters
@balamcoatl

Top Tweeters in G2:
@andinho4020111
@btkrth
@hubofml
@techtrendingnow
@penguingalaxy
@imagine_garden
@googleplay
@nordicgeo
@geebeewa
@clearmapping

Top Tweeters in G3:
@femtech_
@4everanimalz1
@softgrasswalker
@nytimes
@usatoday
@sierraclub
@physorg_com
@jasonwardny
@grist
@portalamazonia

Top Tweeters in G4:
@mr_spock
@tt85207533
@fittontom
@ttm71010
@tweetonlondon
@bsbibotany
@yuviathome
@bbcradio4
@tamz2105
@kaitewelsh

Top Tweeters in G5:
@vievararosel
@naattuvarthakal
@alexandre_sgroi
@scalarhumanity
@lightifyco1
@_open_science_
@ellabellableu
@nvsdata
@gedankenstuecke
@benlamara

Top Tweeters in G6:
@snugbucket
@dawnbazely
@serenity22
@mrvaidya
@siobhanleachman
@jc_james_clark
@btripstheworld
@farmgeek
@vicmetcalf_nz
@christchurchlib

Top Tweeters in G7:
@geoffrey_payne
@bexxmodd
@masuda_ko_1
@airminded
@voxdotcom
@cathrynpearce
@countrylawyer99
@granville4879
@eljmkt_nemlog
@niche_canada

Top Tweeters in G8:
@alizardx
@mastaofmp3s
@wadakashiho
@lalojimjuarez
@aibexint
@bar_zie
@wrecksdart
@stratocumulus
@danieltissera
@roirumrea

Top Tweeters in G9:
@riotta
@biblioupm
@evilscientistca
@emilianoverga
@el_lobo_rayado
@euinmyregion
@calgaryrasc
@skyglowberlin
@anaserranot
@pmisson

Top Tweeters in G10:
@ruisaldanha
@byrningbunny
@fabriciosx
@datasciencebot_
@disasterchannl
@juanvg53
@patycornejo8
@shuelve
@georgschoener
@jenelaina