citsci, Twitter, 6/27/2020 1:35:48 AM, 229956


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citsci_2020-06-26_17-29-52.xlsx
citsci_2020-06-26_17-29-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 27, 2020
Short Description:
citsci via NodeXL https://bit.ly/3i8upt5
@scistarter
@citsci
@nhm_citsci
@eucitsciproject
@inaturalist
@jessieloliver
@citscioz
@coopsciscoop
@eucitsci
@citscimonth

Top hashtags:
#citsci
#citizenscience
#citynaturechallenge
#earthschool
#tnmcorps
#earthday
#sdgs

Description:
Description
The graph represents a network of 2,715 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 June 2020 at 00:31 UTC.

The requested start date was Saturday, 27 June 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 86-day, 13-hour, 23-minute period from Wednesday, 01 April 2020 at 01:25 UTC to Friday, 26 June 2020 at 14:49 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 : 2715
Unique Edges : 3316
Edges With Duplicates : 8423
Total Edges : 11739
Number of Edge Types : 5
Retweet : 2970
MentionsInRetweet : 5010
Mentions : 2760
Replies to : 271
Tweet : 728
Self-Loops : 753
Reciprocated Vertex Pair Ratio : 0.0737127371273713
Reciprocated Edge Ratio : 0.137304391721353
Connected Components : 105
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 2392
Maximum Edges in a Connected Component : 11164
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.051975
Graph Density : 0.000806540263906814
Modularity : 0.374435
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 2,715 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 June 2020 at 00:31 UTC.

The requested start date was Saturday, 27 June 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 86-day, 13-hour, 23-minute period from Wednesday, 01 April 2020 at 01:25 UTC to Friday, 26 June 2020 at 14:49 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:
[32] http://EU-Citizen.Science
[28] https://stemforall2020.videohall.com/presentations#/keyword/ids=k_193
[17] https://crowdsourced.micropasts.org/project/fitzAudioGuide/
[15] https://data.jrc.ec.europa.eu/dataset/jrc-citsci-10004
[14] https://www.sciencefriday.com/segments/citizen-science-quarantine/
[14] https://www.nhm.ac.uk/take-part/citizen-science/bioblitz/city-nature-challenge-london.html
[12] https://ed.ted.com/on/eg7qdmRQ?theme_id=earth-school
[12] https://theoryandpractice.citizenscienceassociation.org/articles/10.5334/cstp.224/
[12] https://scistarter.org/finder?phrase=Bee&topic=16
[11] https://www.rri-tools.eu/-/community-citizen-science-from-promise-to-action

Top URLs in Tweet in G1:
[14] https://www.sciencefriday.com/segments/citizen-science-quarantine/
[12] https://ed.ted.com/on/eg7qdmRQ?theme_id=earth-school
[10] https://scistarter.org/finder?phrase=Turtle
[9] https://scistarter.org/finder?phrase=Bee&topic=16
[8] https://scistarter.org/events
[8] https://www.abc.net.au/news/science/2020-06-06/citizen-science-projects-ocean-odyssey/12292270
[7] https://scistarter.org/global-citizen-science-month-education-webinar-1-s
[5] http://citsci.org/cwis438/websites/citsci/home.php?WebSiteID=7
[5] https://scistarter.org/tools
[5] https://scistarter.org/pollinatorgardens

Top URLs in Tweet in G2:
[30] http://EU-Citizen.Science
[13] https://data.jrc.ec.europa.eu/dataset/jrc-citsci-10004
[10] https://www.rri-tools.eu/-/community-citizen-science-from-promise-to-action
[7] https://www.spotteron.net/apps
[6] https://twitter.com/CSAustria/status/1247852661216608257
[5] https://twitter.com/CitSciAssoc/status/1262388743794757633
[4] https://australiascience.tv/how-you-can-contribute-to-coronavirus-research-from-home/
[3] https://www.rri-tools.eu/-/special-collection-ethical-issues-in-citizen-science
[3] https://www.discovermagazine.com/the-sciences/cooped-up-at-home-here-are-7-ways-to-take-part-in-online-science-projects
[3] https://twitter.com/llazzarato/status/1265575975183507457

Top URLs in Tweet in G3:
[14] https://www.nhm.ac.uk/take-part/citizen-science/bioblitz/city-nature-challenge-london.html
[6] https://openuniversity.onlinesurveys.ac.uk/inaturalist-expression-of-interest
[4] https://www.nationalinsectweek.co.uk/record-insect-species
[4] http://www.bnhc.org.uk/bioblitz/city-nature-challenge-uk-datablitz
[4] https://bnhc.onlinesurveys.ac.uk/nature-in-lockdown-city-nature-challenge
[2] https://scistarter.org/finder?phrase=Bee&topic=16
[1] http://www.earthwormwatch.org
[1] http://www.flickr.com/photos/treegrow/29814204057/in/faves-welcomewildlife/
[1] https://twitter.com/PoMScheme/status/1111933396589121537
[1] http://www.bnhc.org.uk/bioblitz-type/uk-city-nature-challenge/

Top URLs in Tweet in G4:
[28] https://stemforall2020.videohall.com/presentations#/keyword/ids=k_193
[8] https://theoryandpractice.citizenscienceassociation.org/articles/10.5334/cstp.224/
[3] https://blog.citsci.org/2020/03/24/citizen-science-resources-during-covid19/
[3] https://www.climatewatch.org.au/news/hunt-for-the-grey-mangrove-this-citizen-science-month
[2] https://citynaturechallenge.org/city-list-2020/
[2] http://www.monitorwater.org/
[2] https://www.undp.org/content/undp/en/home/blog/2020/applying-the-hard-lessons-of-coronavirus-to-the-biodiversity-cri.html
[2] http://naaee.org/eepro/blog
[2] https://twitter.com/osanderfoot/status/1245454074360688641
[2] https://twitter.com/usfs_srs/status/1249697640977256451

Top URLs in Tweet in G5:
[2] https://www.publish.csiro.au/catalogues/CitizenScience
[1] https://twitter.com/i/web/status/1251400224771194880
[1] https://citizenscience.org.au/2020/05/19/putting-a-citizen-science-stamp-on-it/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229865
[1] https://cosmosmagazine.com/earth/sustainability/longest-night-darkest-sky/?utm_content=bufferc214f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://australiascience.tv/how-you-can-contribute-to-coronavirus-research-from-home/?utm_content=buffer9d908&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://australiascience.tv/help-set-a-guinness-world-record-and-measure-light-pollution/
[1] https://twitter.com/i/web/status/1252137427734536197
[1] https://twitter.com/i/web/status/1252771453851795456
[1] https://www.instagram.com/accounts/login/?next=/p/CAkLMp9DnrK/%3Figshid%3D5m9rbei1uinu

Top URLs in Tweet in G6:
[8] https://www.zooniverse.org/projects/penguintom79/seabirdwatch
[2] https://www.bto.org/bbs-report
[1] https://twitter.com/i/web/status/1275818132582674432
[1] https://twitter.com/JohnMuirTrust/status/1275740202858958848
[1] https://twitter.com/i/web/status/1256236849938542597
[1] https://twitter.com/SOTEAG1/status/1259808782202396674
[1] https://twitter.com/i/web/status/1250146480033234944
[1] https://twitter.com/bobmmop/status/1257245364681310208
[1] https://twitter.com/i/web/status/1255814858253185024
[1] https://twitter.com/i/web/status/1253251664649355271

Top URLs in Tweet in G7:
[1] http://blog.biodiversitylibrary.org/2011/08/bhl-on-flickr.html
[1] https://twitter.com/silibraries/status/1276503727822823424
[1] https://twitter.com/i/web/status/1273066765413572609
[1] https://savvytime.com/converter/nzst-to-edt-cest-ist/may-4-2020/9am
[1] https://twitter.com/SiobhanLeachman/status/1256847907489067009
[1] https://twitter.com/i/web/status/1255869969465778176
[1] https://twitter.com/OpenGLAM/status/1259717623584968705
[1] https://twitter.com/i/web/status/1256332664891559936
[1] https://twitter.com/i/web/status/1252965328683962368
[1] http://calcoast.dob.bio/

Top URLs in Tweet in G8:
[5] https://rockymountainwild.org/eawr
[3] https://observer.globe.gov/documents/19589576/1076e347-8bcd-4eb0-9029-716a3a022842
[3] https://zoom.us/meeting/register/tJEudeyrpzgoGNf3mI1cQW7TclsnjK867ua1
[2] https://observer.globe.gov/news-events-and-people/news/obsnewsdetail/19589576/new-clouds-wiza-2?backURL=https://observer.globe.gov:443/news-events-and-people/news%3Fp_p_id%3Dglobeobservercommonnews_WAR_globeobservercmsportlet%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-1%26p_p_col_count%3D1%26_globeobservercommonnews_WAR_globeobservercmsportlet_year%3D-1%26_globeobservercommonnews_WAR_globeobservercmsportlet_categoryId%3D-1
[2] https://science.nasa.gov/earth-science/applied-sciences/making-space-for-earth/fighting-mosquitoes-from-space
[2] https://www.openaire.eu/item/citizen-science-openaire-activities-in-education
[2] https://www.sciencefriday.com/articles/citizen-science-month-science-friday/
[2] https://www.climatechangenews.com/2020/04/07/coronavirus-lockdown-gives-boost-citizen-science-projects/
[1] https://www.globe.gov/web/s-cool/home/new-dust-observations/activities-articles-visualizations-books-related-to-dust
[1] https://twitter.com/i/web/status/1246127396857806848

Top URLs in Tweet in G9:
[5] https://www.usgs.gov/core-science-systems/ngp/tnm-corps
[2] https://t.co/ndO0YPKr16
[1] http://ow.ly/2qql50z6SNW?utm_source=hootsuite&utm_medium=twitter&utm_term=f121d18f-0c94-4675-b70d-4f6a031996a9&utm_content=usgstnm&utm_campaign=tnm-mapping-challenges
[1] https://twitter.com/i/web/status/1246082396115668993
[1] https://twitter.com/i/web/status/1246194539502714881
[1] https://twitter.com/i/web/status/1247528380494262273
[1] https://twitter.com/i/web/status/1247886707413766144
[1] https://twitter.com/i/web/status/1248249525409427456
[1] https://twitter.com/i/web/status/1249702845231837185
[1] https://twitter.com/i/web/status/1250435779832111108

Top URLs in Tweet in G10:
[17] https://crowdsourced.micropasts.org/project/fitzAudioGuide/
[7] https://crowdsourced.micropasts.org/project/BronzeShapes1/
[2] https://crowdsourced.micropasts.org/project/deathOnTheNile/
[1] https://www.zooniverse.org/
[1] https://twitter.com/i/web/status/1246173252365561857
[1] https://twitter.com/i/web/status/1251306960953184262
[1] https://twitter.com/i/web/status/1252359976888053766
[1] https://twitter.com/i/web/status/1253730500625104903
[1] https://birdcamslab.allaboutbirds.org/liveannotation/hawk-happenings-data-collection/
[1] https://twitter.com/CornellHawks/status/1269997677380603904

Top Domains
Top Domains in Tweet in Entire Graph:
[706] twitter.com
[131] scistarter.org
[45] ac.uk
[42] ow.ly
[38] eu-citizen.science
[29] ted.com
[29] videohall.com
[27] youtube.com
[26] micropasts.org
[23] mcgill.ca

Top Domains in Tweet in G1:
[180] twitter.com
[115] scistarter.org
[26] ted.com
[17] sciencefriday.com
[16] scistarter.com
[12] youtube.com
[12] nodexlgraphgallery.org
[9] net.au
[6] citizenscience.org
[5] mdpi.com

Top Domains in Tweet in G2:
[156] twitter.com
[34] eu-citizen.science
[15] rri-tools.eu
[15] spotteron.net
[15] europa.eu
[8] scistarter.org
[8] nodexlgraphgallery.org
[5] ac.uk
[4] citizen-science.at
[4] org.au

Top Domains in Tweet in G3:
[35] ac.uk
[25] twitter.com
[13] org.uk
[7] co.uk
[4] inaturalist.org
[4] youtube.com
[4] scistarter.org
[3] ow.ly
[3] bit.ly
[2] naturalhistorymuseum.blog

Top Domains in Tweet in G4:
[28] videohall.com
[25] twitter.com
[11] citsci.org
[8] citizenscienceassociation.org
[3] scistarter.org
[3] zoom.us
[3] youtube.com
[3] org.au
[3] ow.ly
[2] member365.com

Top Domains in Tweet in G5:
[23] twitter.com
[4] australiascience.tv
[2] instagram.com
[2] csiro.au
[1] org.au
[1] nodexlgraphgallery.org
[1] cosmosmagazine.com
[1] com.au
[1] questagame.com
[1] ac.uk

Top Domains in Tweet in G6:
[9] twitter.com
[8] zooniverse.org
[3] bto.org
[1] sciencedirect.com
[1] scistarter.com

Top Domains in Tweet in G7:
[10] twitter.com
[1] biodiversitylibrary.org
[1] savvytime.com
[1] dob.bio

Top Domains in Tweet in G8:
[28] twitter.com
[16] globe.gov
[6] rockymountainwild.org
[5] nasa.gov
[5] zoom.us
[2] youtube.com
[2] openaire.eu
[2] sciencefriday.com
[2] climatechangenews.com
[1] airnow.gov

Top Domains in Tweet in G9:
[41] twitter.com
[29] ow.ly
[21] usa.gov
[14] t.co
[6] usgs.gov
[1] geospatial-solutions.com

Top Domains in Tweet in G10:
[26] micropasts.org
[11] twitter.com
[3] allaboutbirds.org
[1] zooniverse.org
[1] youtube.com
[1] foldingathome.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1585] citsci
[1530] citizenscience
[149] citynaturechallenge
[129] earthschool
[86] tnmcorps
[82] earthday
[80] sdgs
[76] citscimonth
[75] mapping
[71] newsera



Top Hashtags in Tweet in G1:
[581] citsci
[559] citizenscience
[107] earthschool
[52] citscimonth
[39] earthday
[32] covid19
[27] water
[23] citizensciencemonth
[14] highered
[13] communityscience

Top Hashtags in Tweet in G2:
[506] citizenscience
[344] citsci
[70] sdgs
[68] newsera
[25] participation
[24] learning
[24] citsciwebinar
[23] rri
[23] survey
[22] openscience

Top Hashtags in Tweet in G3:
[104] citynaturechallenge
[29] citizenscience
[20] citsci
[17] cnclondon2020
[17] natureathome
[15] nearbynature
[12] nature
[10] london
[9] cncuk
[9] citynaturechallenge2020

Top Hashtags in Tweet in G4:
[125] citizenscience
[28] stemvideohall
[18] citsci
[16] citynaturechallenge
[9] earthday
[8] citizensciencemonth
[8] earthchallenge2020
[7] citizensciencmonth
[7] blackinnature
[7] blackbirdersweek

Top Hashtags in Tweet in G5:
[57] citsci
[48] citizenscience
[11] guinessworldrecord
[9] frogfriday
[9] coronavirus
[9] penguins
[8] scicomm
[7] earthday
[7] biodiversity
[6] downunder

Top Hashtags in Tweet in G6:
[34] wstc6
[27] citsci
[22] digsesh1
[18] ornithology
[10] seabirds
[10] globalpandemic
[8] volunteers
[7] seabird
[4] citizenscience
[4] job

Top Hashtags in Tweet in G7:
[29] citsci
[16] volunpeer
[6] sciart
[4] museums
[4] genealogy
[4] academic
[4] credit
[3] openglamopened
[3] digidata
[2] womeninscience

Top Hashtags in Tweet in G8:
[39] citsci
[21] nasago
[16] earthday
[15] citizenscience
[14] nasaathome
[13] globeathome
[11] globecommunity
[7] cloudwizard
[7] globeobserver
[6] meteorologymonday

Top Hashtags in Tweet in G9:
[73] tnmcorps
[66] mapping
[63] citsci
[61] citizenscience
[61] gis
[57] usgs
[17] learnathome
[6] crowdsourcing
[1] citizensciencmonth
[1] gi

Top Hashtags in Tweet in G10:
[46] citsci
[40] citizenscience
[2] birds
[2] volunteers
[1] hawkhappenings
[1] sciencefromhome
[1] covid19
[1] stayathome
[1] archaeology
[1] communityscience

Top Words
Top Words in Tweet in Entire Graph:
[1585] #citsci
[1529] #citizenscience
[566] scistarter
[488] science
[449] project
[411] citizen
[402] projects
[338] help
[303] more
[283] citsci

Top Words in Tweet in G1:
[587] #citsci
[558] #citizenscience
[461] scistarter
[153] science
[135] home
[128] citscimonth
[128] projects
[119] coopsciscoop
[116] learn
[115] project

Top Words in Tweet in G2:
[506] #citizenscience
[343] #citsci
[173] eucitsciproject
[155] projects
[147] science
[131] project
[121] eucitsci
[118] citizen
[97] online
[81] spotteron

Top Words in Tweet in G3:
[104] #citynaturechallenge
[102] take
[99] part
[92] inaturalist
[92] nhm_citsci
[59] nhm_ukbiodiv
[50] use
[44] help
[39] regularly
[35] uk

Top Words in Tweet in G4:
[125] #citizenscience
[80] citsci
[65] check
[57] project
[51] looking
[47] ideas
[47] link
[46] curriculum
[46] nsf
[46] funded

Top Words in Tweet in G5:
[57] #citsci
[48] #citizenscience
[47] projects
[27] manusaunders
[24] riaus
[22] june
[20] great
[20] join
[19] 21
[18] counting

Top Words in Tweet in G6:
[34] #wstc6
[27] #citsci
[22] #digsesh1
[21] trends
[20] seabird
[19] jncc_ukseabirds
[19] report
[18] #ornithology
[18] data
[18] bto_nireland

Top Words in Tweet in G7:
[34] siobhan
[24] #citsci
[21] bloodhoundtrack
[18] take
[17] siobhanleachman
[17] inat
[16] #volunpeer
[16] city
[16] nature
[16] challenge

Top Words in Tweet in G8:
[84] globeprogram
[39] #citsci
[38] globe
[35] learn
[34] week
[26] more
[21] activities
[21] #nasago
[21] projects
[19] activity

Top Words in Tweet in G9:
[122] map
[120] usgs
[107] national
[107] corps
[102] points
[93] badge
[89] structure
[87] virtual
[83] awards
[83] week

Top Words in Tweet in G10:
[46] #citsci
[40] #citizenscience
[37] adlerplanet
[37] the_zooniverse
[37] help
[33] micropasts
[29] dejpett
[28] 000
[26] fitzmuseum_uk
[24] today

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[294] citizen,science
[150] #citsci,#citizenscience
[131] #citsci,projects
[124] take,part
[120] national,map
[120] map,corps
[97] #citizenscience,projects
[93] learn,more
[90] corps,virtual
[90] awards,explained

Top Word Pairs in Tweet in G1:
[63] citizen,science
[55] #citsci,projects
[41] help,researchers
[41] tools,home
[38] #citsci,project
[36] collaboration,scientists
[36] scientists,those
[36] those,curious
[36] curious,concerned
[36] concerned,motivated

Top Word Pairs in Tweet in G2:
[98] citizen,science
[58] #citizenscience,projects
[47] #citizenscience,practitioners
[43] #citsci,projects
[39] #newsera,project
[37] eucitsciproject,#citizenscience
[31] science,projects
[29] special,issue
[28] eucitsciproject,interested
[27] online,citizen

Top Word Pairs in Tweet in G3:
[88] take,part
[43] part,#citynaturechallenge
[39] regularly,use
[39] use,inaturalist
[20] #citynaturechallenge,children
[20] inaturalist,together
[19] 19,younger
[19] younger,take
[19] #citynaturechallenge,regularly
[19] inaturalist,take

Top Word Pairs in Tweet in G4:
[46] looking,#citizenscience
[46] #citizenscience,curriculum
[46] curriculum,ideas
[46] ideas,check
[46] check,nsf
[46] nsf,funded
[46] funded,project
[46] project,videos
[46] videos,link
[28] link,view

Top Word Pairs in Tweet in G5:
[20] #citizenscience,projects
[19] 21,june
[12] #citsci,projects
[11] join,darkskyalliance
[11] darkskyalliance,saturday
[11] saturday,21
[11] june,attempt
[11] attempt,break
[11] break,#guinessworldrecord
[11] #guinessworldrecord,whilst

Top Word Pairs in Tweet in G6:
[13] northern,ireland
[12] #wstc6,#digsesh1
[12] #ornithology,#citsci
[11] #digsesh1,hereâ
[11] hereâ,collect
[11] collect,analyse
[11] analyse,digital
[11] digital,images
[11] images,puffins
[11] puffins,carrying

Top Word Pairs in Tweet in G7:
[16] city,nature
[16] nature,challenge
[16] challenge,weekend
[16] weekend,inat
[16] inat,explode
[16] explode,activity
[16] activity,tips
[16] tips,guide
[15] welcome,siobhan
[15] siobhan,leachman

Top Word Pairs in Tweet in G8:
[23] learn,more
[15] enviro,events
[15] events,citsci
[15] citsci,projects
[15] projects,jobs
[14] week,learn
[14] set,enviro
[12] land,cover
[12] happy,friday
[11] #nasaathome,#globeathome

Top Word Pairs in Tweet in G9:
[107] national,map
[107] map,corps
[81] corps,virtual
[81] awards,explained
[81] explained,week
[78] badge,submit
[77] virtual,awards
[76] submit,structure
[62] fedcitsci,#citsci
[60] #citsci,#citizenscience

Top Word Pairs in Tweet in G10:
[27] adlerplanet,#citizenscience
[22] #citizenscience,month
[17] lots,fitzmuseum_uk
[17] fitzmuseum_uk,#citsci
[17] #citsci,tasks
[17] tasks,added
[17] added,micropasts
[17] micropasts,today
[17] today,help
[17] help,checking

Top Replied-To
Top Replied-To in Entire Graph:
@nhm_citsci
@eucitsciproject
@viviana_tes
@citsci
@citsci_edu
@batgirlsteph78
@drkerryane
@morethanweeds
@citscimonth
@tundra_citsci

Top Replied-To in G1:
@citscimonth
@citsci
@citsci_edu
@stemakers
@nsf
@dublin_kshankar
@saverygo
@drkerryane
@nodexl
@n8swick

Top Replied-To in G2:
@eucitsciproject
@citsci_edu
@drkerryane
@pgreenfielduk
@eucitsci
@aristeidoum
@marziuk
@igreilhuber
@bkieslinger
@sleepotsophie

Top Replied-To in G3:
@nhm_citsci
@batgirlsteph78
@morethanweeds
@lyr_shropshire
@festofnature
@sleguil
@lovelincsplants
@ecoentogeek
@troislurchers
@joe_beale

Top Replied-To in G4:
@drmayaangelou
@citsci
@earth_challenge
@jamesian
@mattwhitehill1
@csumcconnell
@sugarpinefndn
@keithmiller88
@jenniferbaron7
@gregnewman

Top Replied-To in G5:
@ultimatemegs
@asharaormit
@glennsumi
@ramskelet0n
@questagame
@kath_baldock

Top Replied-To in G6:
@seabird_watch
@connie_tremlett
@animal__alice
@bburke88

Top Replied-To in G7:
@openglam
@siobhanleachman
@bloodhoundtrack
@rdmpage
@theshortlab
@rebafay
@okfnedu

Top Replied-To in G9:
@herculamuffin
@billbrasky82
@mmnan89
@ldallman66
@karen_toman

Top Replied-To in G10:
@the_zooniverse

Top Mentioned
Top Mentioned in Entire Graph:
@scistarter
@eucitsciproject
@inaturalist
@citsci
@citscimonth
@eucitsci
@coopsciscoop
@citsciassoc
@nhm_citsci
@globeprogram

Top Mentioned in G1:
@scistarter
@citscimonth
@coopsciscoop
@citsciassoc
@jillfnugent
@scifri
@citsci
@jessieloliver
@earthdaynetwork
@natgeoeducation

Top Mentioned in G2:
@eucitsciproject
@eucitsci
@spotteron
@citscioz
@scistarter
@mfnberlin
@rritools
@csaustria
@sus_mdpi
@citsciassoc

Top Mentioned in G3:
@inaturalist
@nhm_citsci
@nhm_ukbiodiv
@nhm_london
@nhm_science
@citnatchallenge
@rebafay
@scistarter
@festofnature
@batgirlsteph78

Top Mentioned in G4:
@citsci
@nsf
@nasago
@fedcitsci
@citscicentral
@ncar_science
@nsta
@stemvideohall
@scistarter
@danthesciguy

Top Mentioned in G5:
@manusaunders
@riaus
@csiropublishing
@citscioz
@darkskyalliance
@cosmosmagazine
@jessieloliver
@thomasjlloyd_
@ultimatemegs
@ayeshatulloch

Top Mentioned in G6:
@jncc_ukseabirds
@bto_nireland
@seabird_watch
@ellingbry
@bobmmop
@alexrissa
@bbs_birds
@seabirdcentre
@penguin_watch
@skomer_

Top Mentioned in G7:
@bloodhoundtrack
@siobhanleachman
@boucur
@biodivlibrary
@radionz
@silverlakeshore
@inaturalist
@bhlcommmgr
@gbif
@spnhc

Top Mentioned in G8:
@globeprogram
@rockymtwild
@nasaearth
@nasa
@scistarter
@coloradomesau
@airnow
@openaire_eu
@wildconections2
@johannavarner

Top Mentioned in G9:
@usgs
@fedcitsci
@usgstnm
@ldallman66
@strabo1767
@karen_toman
@herculamuffin
@pereriktorske
@gss_ncm
@stemvideohall

Top Mentioned in G10:
@adlerplanet
@the_zooniverse
@micropasts
@dejpett
@fitzmuseum_uk
@scifri
@cornellhawks
@birdcamslab
@camunivmuseums
@ahb108

Top Tweeters
Top Tweeters in Entire Graph:
@lindaleeking
@thepoliticalcat
@john1966olsen
@lucysullivan888
@lechatnoire4
@thehill
@alizardx
@astwisa
@ruisaldanha
@lobaoeletrico

Top Tweeters in G1:
@alizardx
@lobaoeletrico
@loyalfan1
@southerngemgal
@thepowerofmeow
@mjoehlerich
@mardixon
@jamestown502
@leafwarbler
@luciano_lao

Top Tweeters in G2:
@lucysullivan888
@latimes
@lcby
@penguingalaxy
@nthabiwabi
@scalarhumanity
@portela_man
@_open_science_
@oblitas_y
@marqueting_ptdi

Top Tweeters in G3:
@titis_erenoa
@dariosailor86
@tweetonlondon
@ccprakay
@bsbibotany
@janemarie7650
@uselaine
@rosario_strano
@sarfsee
@dameladeedah

Top Tweeters in G4:
@thehill
@nytimes
@geokem7
@evidencerobot
@sukhjeetd987
@pmore_72
@13scidave
@citylab
@suncemore1
@mbowmanscience

Top Tweeters in G5:
@auspost
@realscientists
@mrtallerjerry
@ilveleno
@vogels4
@granville4879
@hagsie
@outbackeco
@glennsumi
@observerparafox

Top Tweeters in G6:
@astwisa
@toninhoevans
@punkpuffin
@miguelmcminn
@riverm_hathaway
@j_pineo
@megloops
@ibis_journal
@bbcglos
@steelyseabirder

Top Tweeters in G7:
@komiska
@gadflymorse
@mtanichthys
@ashwin_baindur
@the_spiderwife
@drahmadbazzi
@paysagiste
@mtechman
@siobhanleachman
@treebiology

Top Tweeters in G8:
@lalojimjuarez
@eloycam2012
@wrfoxkidsnation
@pamanes64
@nrdc
@allesundnix_
@beartrust
@mothernaturenet
@codeforpdx
@cumulunimbus

Top Tweeters in G9:
@lindaleeking
@john1966olsen
@ruisaldanha
@tiniskwerl
@ambeautifulshow
@lltwing
@2601manish
@mahanthanut
@johannesdreijer
@ricardo_ik_ahau

Top Tweeters in G10:
@thepoliticalcat
@oasismountain
@4everanimalz1
@pfanderson
@safelibraries
@marianmme16513
@vrvalicento
@cimtrbl2
@dlvlk
@davidunderdown9