citsci, Twitter, 7/4/2020 1:40:52 AM, 230199


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citsci_2020-07-03_17-29-52.xlsx
citsci_2020-07-03_17-29-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 04, 2020
Short Description:
citsci via NodeXL https://bit.ly/2ZuJdKg
@scistarter
@citsci
@nhm_citsci
@eucitsciproject
@inaturalist
@citscioz
@jessieloliver
@coopsciscoop
@eucitsci
@citscimonth

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

Description:
Description
The graph represents a network of 2,877 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, 04 July 2020 at 00:31 UTC.

The requested start date was Saturday, 04 July 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 93-day, 13-hour, 27-minute period from Wednesday, 01 April 2020 at 01:25 UTC to Friday, 03 July 2020 at 14:52 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 : 2877
Unique Edges : 3452
Edges With Duplicates : 8970
Total Edges : 12422
Number of Edge Types : 5
Retweet : 3188
MentionsInRetweet : 5314
Replies to : 285
Tweet : 773
Mentions : 2862
Self-Loops : 798
Reciprocated Vertex Pair Ratio : 0.0729739010989011
Reciprocated Edge Ratio : 0.136021763482157
Connected Components : 109
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 2546
Maximum Edges in a Connected Component : 11813
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.073151
Graph Density : 0.000755234430858523
Modularity : 0.374708
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 2,877 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, 04 July 2020 at 00:31 UTC.

The requested start date was Saturday, 04 July 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 93-day, 13-hour, 27-minute period from Wednesday, 01 April 2020 at 01:25 UTC to Friday, 03 July 2020 at 14:52 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
[13] https://www.frontiersin.org/research-topics/13915/citizen-science-and-social-innovation-mutual-relations-barriers-needs-and-development-factors
[12] https://scistarter.org/tools
[12] https://ed.ted.com/on/eg7qdmRQ?theme_id=earth-school
[12] https://theoryandpractice.citizenscienceassociation.org/articles/10.5334/cstp.224/

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/tools
[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://sciencefriday.com
[5] http://citsci.org/cwis438/websites/citsci/home.php?WebSiteID=7

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
[8] 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.discovermagazine.com/the-sciences/cooped-up-at-home-here-are-7-ways-to-take-part-in-online-science-projects
[3] https://www.rri-tools.eu/-/special-collection-ethical-issues-in-citizen-science
[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
[8] 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://www.linkedin.com/pulse/on-line-learning-model-higher-education-just-lockdown-blackman/?trackingId=ToQtfcpjSO2W8EQmoZDm4w%3D%3D
[2] https://www.amazon.com/gp/aw/d/0520284798/ref=tmm_pap_title_0?ie=UTF8&qid=&sr=
[2] https://enable.hp.com/hp-speaker-series-highered
[1] https://twitter.com/i/web/status/1255526540957429760
[1] https://twitter.com/i/web/status/1255526752471875586

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/
[4] http://csl.nsta.org/2020/05/science-to-story-story-to-social/
[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/
[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

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://twitter.com/i/web/status/1277081289175248896
[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://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/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

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/i/web/status/1255814858253185024
[1] https://twitter.com/i/web/status/1253251664649355271
[1] https://twitter.com/bobmmop/status/1257245364681310208

Top URLs in Tweet in G7:
[6] 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 G8:
[6] https://www.usgs.gov/core-science-systems/ngp/tnm-corps
[3] https://t.co/ndO0YPKr16
[1] http://ow.ly/KboN50zh6Li?utm_source=twitter&utm_medium=social&utm_term=2dacc51b-ef35-4e4a-91d0-054513d871f6&utm_content=&utm_campaign=usgstnm
[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 G9:
[5] http://citsci.geog.mcgill.ca
[3] https://citsci.geog.mcgill.ca/en/educate
[2] https://citsci.geog.mcgill.ca/en/educate/curriculum
[2] https://citsci.geog.mcgill.ca/en/connect/blog#Blog30
[1] https://citsci.geog.mcgill.ca/en/connect/blog#Blog27
[1] https://twitter.com/rescueareef/status/1245384340684582914
[1] https://twitter.com/i/web/status/1246072327139471361
[1] https://citsci.geog.mcgill.ca
[1] https://twitter.com/scifri/status/1246809819631235073
[1] https://citsci.geog.mcgill.ca/

Top URLs in Tweet in G10:
[12] https://fold.it/portal/node/2008926
[2] https://www.hof.uni-halle.de/projekte/socis/
[2] https://twitter.com/educakescience/status/1258086626225348611
[1] https://www.scienceathome.org/games
[1] https://twitter.com/i/web/status/1250766500383928320
[1] https://twitter.com/i/web/status/1256309160372658177
[1] https://twitter.com/i/web/status/1259050400935788547
[1] https://twitter.com/i/web/status/1250030634438967296
[1] https://twitter.com/i/web/status/1254006734018023429
[1] https://twitter.com/i/web/status/1259030369342496769

Top Domains
Top Domains in Tweet in Entire Graph:
[732] twitter.com
[141] scistarter.org
[47] ac.uk
[45] ow.ly
[38] eu-citizen.science
[30] ted.com
[29] videohall.com
[28] youtube.com
[26] micropasts.org
[23] mcgill.ca

Top Domains in Tweet in G1:
[185] twitter.com
[125] scistarter.org
[27] ted.com
[19] sciencefriday.com
[16] scistarter.com
[13] youtube.com
[12] nodexlgraphgallery.org
[9] net.au
[7] google.com
[6] earthday.org

Top Domains in Tweet in G2:
[157] twitter.com
[34] eu-citizen.science
[17] spotteron.net
[15] rri-tools.eu
[15] europa.eu
[9] nodexlgraphgallery.org
[7] scistarter.org
[5] citizen-science.at
[5] actionproject.eu
[4] australiascience.tv

Top Domains in Tweet in G3:
[38] ac.uk
[29] twitter.com
[14] org.uk
[7] co.uk
[4] inaturalist.org
[4] bit.ly
[3] youtube.com
[3] ow.ly
[2] linkedin.com
[2] naturalhistorymuseum.blog

Top Domains in Tweet in G4:
[28] videohall.com
[27] twitter.com
[12] citsci.org
[8] citizenscienceassociation.org
[4] nsta.org
[4] pewresearch.org
[3] scistarter.org
[3] zoom.us
[3] youtube.com
[3] org.au

Top Domains in Tweet in G5:
[26] twitter.com
[4] australiascience.tv
[3] scistarter.org
[2] instagram.com
[2] csiro.au
[1] org.au
[1] nodexlgraphgallery.org
[1] cosmosmagazine.com
[1] com.au
[1] questagame.com

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

Top Domains in Tweet in G7:
[29] twitter.com
[19] globe.gov
[7] rockymountainwild.org
[6] 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 G8:
[42] twitter.com
[32] ow.ly
[22] usa.gov
[16] t.co
[7] usgs.gov
[2] amazon.com
[1] geospatial-solutions.com

Top Domains in Tweet in G9:
[23] mcgill.ca
[20] twitter.com
[2] archives.gov
[1] theglobeandmail.com
[1] uchicago.edu
[1] ctvnews.ca
[1] nasa.gov
[1] reuters.com
[1] theguardian.com
[1] gizmodo.com

Top Domains in Tweet in G10:
[14] twitter.com
[12] fold.it
[3] eternagame.org
[2] youtube.com
[2] uni-halle.de
[1] scienceathome.org
[1] weobserve.eu
[1] eventbrite.com
[1] anymeeting.com
[1] acs.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1684] citsci
[1623] citizenscience
[149] citynaturechallenge
[130] earthschool
[95] tnmcorps
[86] sdgs
[83] mapping
[82] earthday
[78] citscimonth
[75] gis



Top Hashtags in Tweet in G1:
[627] citsci
[591] citizenscience
[106] earthschool
[54] citscimonth
[39] earthday
[32] covid19
[27] water
[26] citizensciencemonth
[25] collection
[15] educatorexplorer

Top Hashtags in Tweet in G2:
[509] citizenscience
[322] citsci
[77] sdgs
[71] newsera
[29] survey
[26] participation
[23] learning
[23] rri
[22] openscience
[20] citsciwebinar

Top Hashtags in Tweet in G3:
[121] citynaturechallenge
[42] citizenscience
[32] citsci
[19] natureathome
[18] cnclondon2020
[15] nearbynature
[12] nature
[10] london
[9] cncuk
[9] citynaturechallenge2020

Top Hashtags in Tweet in G4:
[129] citizenscience
[28] stemvideohall
[22] citsci
[16] citynaturechallenge
[9] blackbirdersweek
[9] earthday
[8] citizensciencemonth
[8] earthchallenge2020
[8] scicomm
[7] citizensciencmonth

Top Hashtags in Tweet in G5:
[68] citsci
[60] citizenscience
[11] guinessworldrecord
[10] coronavirus
[10] earthday
[9] frogfriday
[9] penguins
[8] scicomm
[8] biodiversity
[6] downunder

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

Top Hashtags in Tweet in G7:
[45] citsci
[27] nasago
[19] citizenscience
[17] nasaathome
[17] globeathome
[16] earthday
[15] globecommunity
[12] clouds
[8] globe25
[8] gettingsciencedone

Top Hashtags in Tweet in G8:
[82] tnmcorps
[74] mapping
[72] citsci
[70] citizenscience
[69] gis
[65] usgs
[20] learnathome
[6] crowdsourcing
[1] citizensciencmonth
[1] gi

Top Hashtags in Tweet in G9:
[51] citsci
[29] drawmcgill
[21] weatherdata
[21] citizenscience
[18] datarescue
[11] historicalclimatology
[10] canadatranscribes
[8] throwbackthursday
[7] ontheblog
[7] montreal

Top Hashtags in Tweet in G10:
[42] citsci
[12] coronavirus
[10] citizenscience
[6] global
[6] citizen
[6] science
[6] month
[6] events
[6] online
[6] learn

Top Words
Top Words in Tweet in Entire Graph:
[1684] #citsci
[1622] #citizenscience
[580] scistarter
[523] science
[485] project
[448] citizen
[413] projects
[394] help
[350] more
[314] learn

Top Words in Tweet in G1:
[633] #citsci
[590] #citizenscience
[475] scistarter
[164] science
[146] home
[142] learn
[130] projects
[129] citscimonth
[127] coopsciscoop
[117] project

Top Words in Tweet in G2:
[509] #citizenscience
[321] #citsci
[174] eucitsciproject
[156] projects
[143] project
[141] science
[122] citizen
[109] eucitsci
[87] spotteron
[86] online

Top Words in Tweet in G3:
[121] #citynaturechallenge
[117] take
[115] inaturalist
[115] part
[97] nhm_citsci
[63] use
[59] nhm_ukbiodiv
[52] help
[52] nature
[47] regularly

Top Words in Tweet in G4:
[129] #citizenscience
[80] citsci
[67] check
[60] project
[53] looking
[47] ideas
[47] link
[46] curriculum
[46] nsf
[46] funded

Top Words in Tweet in G5:
[68] #citsci
[60] #citizenscience
[49] projects
[28] manusaunders
[27] riaus
[22] june
[21] great
[20] join
[19] citscioz
[19] 21

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

Top Words in Tweet in G7:
[99] globeprogram
[47] learn
[45] #citsci
[41] globe
[40] week
[37] more
[27] #nasago
[22] check
[22] projects
[21] activities

Top Words in Tweet in G8:
[133] map
[129] usgs
[115] national
[115] corps
[107] points
[101] badge
[95] virtual
[92] structure
[91] awards
[91] week

Top Words in Tweet in G9:
[56] drawmcgill
[50] #citsci
[31] project
[29] #drawmcgill
[23] check
[21] weather
[21] #weatherdata
[21] #citizenscience
[20] launch
[18] #datarescue

Top Words in Tweet in G10:
[45] foldit
[42] #citsci
[42] covid
[40] everyone
[34] eternagame
[29] join
[29] scientists
[26] 19
[23] time
[22] vaccine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[319] citizen,science
[167] #citsci,#citizenscience
[135] take,part
[132] #citsci,projects
[129] national,map
[129] map,corps
[108] learn,more
[100] #citizenscience,projects
[99] corps,virtual
[99] awards,explained

Top Word Pairs in Tweet in G1:
[63] citizen,science
[57] #citsci,projects
[48] help,researchers
[48] tools,home
[43] #citizenscience,learn
[40] home,roll
[39] science,help
[38] #citsci,project
[38] #citsci,#citizenscience
[36] collaboration,scientists

Top Word Pairs in Tweet in G2:
[98] citizen,science
[58] #citizenscience,projects
[52] #citizenscience,practitioners
[43] #citsci,projects
[42] #newsera,project
[37] eucitsciproject,#citizenscience
[33] special,issue
[31] #citizenscience,project
[30] science,projects
[28] sustainable,development

Top Word Pairs in Tweet in G3:
[103] take,part
[51] part,#citynaturechallenge
[47] regularly,use
[47] use,inaturalist
[24] #citynaturechallenge,children
[24] inaturalist,together
[23] 19,younger
[23] younger,take
[23] #citynaturechallenge,regularly
[23] 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
[34] citizen,science

Top Word Pairs in Tweet in G5:
[22] #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:
[29] learn,more
[20] week,learn
[16] enviro,events
[16] events,citsci
[16] citsci,projects
[16] projects,jobs
[15] set,enviro
[14] #nasaathome,#globeathome
[13] globeprogram,week
[12] land,cover

Top Word Pairs in Tweet in G8:
[115] national,map
[115] map,corps
[89] corps,virtual
[89] awards,explained
[89] explained,week
[86] badge,submit
[85] virtual,awards
[79] submit,structure
[71] fedcitsci,#citsci
[69] #citsci,#citizenscience

Top Word Pairs in Tweet in G9:
[13] field,seasons
[13] seasons,cancelled
[13] cancelled,students
[13] students,creative
[13] creative,super
[13] super,excited
[13] excited,launch
[13] launch,#citsci
[13] #citsci,#citizenscience
[13] #citizenscience,project

Top Word Pairs in Tweet in G10:
[26] covid,19
[20] time,covid
[20] 19,vaccine
[20] vaccine,everyone
[20] everyone,designed
[20] designed,everyone
[20] everyone,join
[20] join,developing
[20] developing,next
[20] next,generation

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

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

Top Replied-To in G2:
@eucitsciproject
@hassanjassir
@sleepotsophie
@nhm_citsci
@marziuk
@citsciassoc
@igreilhuber
@bkieslinger
@eglezguardia
@chrisa_tsin

Top Replied-To in G3:
@nhm_citsci
@batgirlsteph78
@morethanweeds
@drkerryane
@aristeidoum
@lyr_shropshire
@pgreenfielduk
@rebafay
@festofnature
@sleguil

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 G8:
@herculamuffin
@billbrasky82
@ldallman66
@karen_toman
@mmnan89

Top Replied-To in G9:
@carrieantoniazz
@global_montreal
@ellengute
@rxward
@sophiacol

Top Replied-To in G10:
@claire_csg
@web2learn_eu
@utawehn
@openmarin
@inosproject

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

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

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

Top Mentioned in G3:
@inaturalist
@nhm_citsci
@nhm_ukbiodiv
@rebafay
@citnatchallenge
@nhm_london
@nhm_science
@eucitsci
@learn_citsci
@eucitsciproject

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

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

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

Top Mentioned in G7:
@globeprogram
@rockymtwild
@nasaearth
@nasa
@scistarter
@coloradomesau
@airnow
@openaire_eu
@endangered
@wildconections2

Top Mentioned in G8:
@usgs
@fedcitsci
@usgstnm
@ldallman66
@strabo1767
@karen_toman
@herculamuffin
@pereriktorske
@gss_ncm
@amazon

Top Mentioned in G9:
@drawmcgill
@carlyziter
@mcgillu
@globeandmail
@cmos_scmo
@maximlarrivee
@citsciassoc
@citsci
@criemcirm
@ctvmontreal

Top Mentioned in G10:
@eternagame
@foldit
@sciathome
@illinijill
@eternagam
@inosproject
@scistarter
@forskerzonen
@borderlands
@eveonline

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

Top Tweeters in G1:
@lucysullivan888
@alizardx
@lobaoeletrico
@loyalfan1
@southerngemgal
@thepowerofmeow
@mjoehlerich
@mardixon
@jamestown502
@leafwarbler

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

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

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

Top Tweeters in G5:
@auspost
@realscientists
@mrtallerjerry
@rosario_strano
@countrylawyer99
@ilveleno
@vogels4
@granville4879
@hagsie
@outbackeco

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

Top Tweeters in G7:
@lalojimjuarez
@eloycam2012
@wrfoxkidsnation
@pamanes64
@nrdc
@allesundnix_
@beartrust
@codeforpdx
@mothernaturenet
@rhow62

Top Tweeters in G8:
@lindaleeking
@john1966olsen
@ruisaldanha
@tiniskwerl
@ambeautifulshow
@lltwing
@2601manish
@mahanthanut
@johannesdreijer
@ricardo_ik_ahau

Top Tweeters in G9:
@globeandmail
@andrewmorrisuk
@mtlgazette
@yahoonews
@hubofml
@global_montreal
@ctvmontreal
@cjad800
@weathernetwork
@cbcmontreal

Top Tweeters in G10:
@timewalkproject
@hasenpaar
@pbs
@lexidragonfire
@tingerwu
@mortoontech
@rodrose2
@harpermitchell
@87891shey
@enroweb